Achieving Household Financial Wellbeing in Ebonyi State: The Contribution of Household Accounting

Achieving Household Financial Wellbeing in Ebonyi State: The Contribution of Household Accounting | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Achieving Household Financial Wellbeing in Ebonyi State: The Contribution of Household Accounting Gilbert Ogechukwu Nworie, Uche Christopher Chukwu, Fidelia Nkechinyere Nworie This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6945199/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The study examined effect of household accounting on the financial wellbeing of households in Ebonyi state. Household budgeting, household emergency fund creation, household cashflow management and household asset management served as the proxy for household accounting. Descriptive survey design was deployed on a population of households in Ebonyi state. A sample size of 246 households was selected using stratified sampling. Structured questionnaire was used in obtaining primary data for the study. The four hypotheses raised were tested using ordinal regression with the aid of EVIEWS 10. It was found that: household budgeting has a positive and significant effecton the financial wellbeing of households in Ebonyi state (β = 0.546234, p = 0.0056); household emergency fund creation has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 2.126290, p = 0.0008); household cash flow management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 3.035102, p = 0.0000); household asset management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 1.290833, p = 0.0145). In conclusion, households that actively engage in structured financial planning and resource allocation experience greater financial stability and security. The study recommends that household heads should consistently adopt and adhere to a structured budgeting system that prioritizes essential expenses, savings, and investments in order to enable them to effectively manage their finances, reduce unnecessary spending, and improve their overall financial well-being. JEL Code: D14 Household Accounting Financial Wellbeing Household Budgeting Household Emergency Fund Creation Household Cashflow Management 1.0 Introduction In an era of increasing economic uncertainty, financial insecurity is a growing concern for households worldwide, and Nigeria is no exception. The country faces numerous economic challenges, including inflation, unemployment, and fluctuating oil prices, all of which have a significant impact on the financial stability of families. Within this context, Nwoye and Aroh (2023) argued that household financial practices play a pivotal role in ensuring economic survival and growth. Among these practices, household accounting is particularly crucial as it involves the systematic management of financial resources (Adeniyi & Ojuye, 2021). Effective household accounting practices—such as budgeting, emergency fund creation, cash flow management, and asset management—are essential in improving the financial wellbeing of households. These practices allow individuals and families to plan their finances, reduce financial stress, and allocate resources efficiently, thus ensuring long-term financial stability and household financial wellbeing (Loschiavo et al., 2025). According to Lobão and Ashqar (2025), financial wellbeing connotes the state of having sufficient financial resources to meet current and future financial obligations, while also having the confidence and security to manage day-to-day financial matters without undue stress. It encompasses both the objective aspect of financial stability and the subjective feelings of financial security that individuals experience (Lu et al., 2024). Effective household accounting practices contribute meaningfully to achieving financial wellbeing by fostering financial discipline, enabling informed decision-making, and creating a framework for managing income, expenses, savings, and investments. In today's Nigerian economy, where economic volatility often leads to financial strain (Ikwuo et al., 2025), the ability of households to manage their finances effectively is more important than ever. The concept of household accounting has gained considerable attention in the literature due to its potential to enhance financial wellbeing (Adeniyi & Ojuye, 2021). In Nigeria, however, it appears that many households continue to face challenges in managing their finances effectively, particularly in rural areas like Ebonyi State. These challenges are often compounded by low levels of financial literacy, limited access to formal financial services, and insufficient understanding of the importance of structured financial planning. While urban centers may have access to better financial services and information, rural households, especially in less developed states like Ebonyi, may struggle to incorporate effective accounting practices into their daily lives. Household accounting practices, such as budgeting, managing cash flow, creating emergency funds, and managing assets, are directly linked to financial wellbeing. Family budgeting, according to Nwoye and Aroh (2023), is a primary tool for managing household finances, enabling families to allocate their income towards essential needs and savings. It helps prioritize spending, minimize waste, and avoid overspending (Prakoso & Apriliani, 2024). In a volatile economic environment like Nigeria's, where prices fluctuate and income sources may be inconsistent, budgeting becomes even more important in ensuring that households can meet their basic needs without accumulating debt. Similarly, the creation of an emergency fund provides a safety net for unexpected financial challenges, such as medical emergencies or job loss (Heo et al., 2024). This fund helps reduce the financial stress associated with such emergencies, preventing households from resorting to high-interest loans or selling off assets in times of need. Effective cash flow management also plays a critical role in household financial wellbeing by ensuring that income is used efficiently to cover recurring expenses, thus avoiding financial strain (Khashadourian, 2017). Additionally, household asset management involves the prudent acquisition, maintenance, and disposal of assets, ensuring that families can accumulate wealth over time and secure their financial future. The influence of household accounting practices on financial wellbeing is both direct and indirect. On a direct level, these practices allow households to track their income and expenses, which leads to better financial decision-making and reduces the risk of debt accumulation. When households engage in regular budgeting, for example, they are more likely to save and invest, which leads to a higher level of financial security (Nwoye & Aroh, 2023). On an indirect level, the practice of household accounting fosters financial discipline and a sense of control over one's financial situation (Nabilah et al., 2025). This, in turn, leads to improved financial confidence and reduced stress related to financial matters. In regions like Ebonyi State, where access to financial education and services may be limited, the adoption of basic household accounting practices could significantly improve the financial wellbeing of families. By adopting good financial practices, households can better weather economic hardships, manage their resources efficiently, and improve their overall financial wellbeing. Thus, the financial wellbeing of households is intricately linked to the practices they adopt to manage their finances. In Ebonyi State, where financial challenges are prevalent, the adoption of effective household accounting practices has the potential to improve household financial outcomes and overall quality of life. Ideally, households effectively manage their financial resources through structured accounting practices, such as budgeting, emergency fund creation, cash flow management, and asset management. These practices ensure that families can meet their immediate and long-term financial obligations, maintain financial security, and accumulate wealth over time. Proper household accounting enables families to plan for the future, minimize the risk of financial distress, and provide for the well-being of their members (Adeniyi & Ojuye, 2021). In this context, households would have the financial discipline to avoid debt, save regularly, and invest wisely, thus enhancing their overall financial wellbeing. As a result, individuals and families would experience improved financial outcomes, greater peace of mind, and increased economic resilience, regardless of broader economic fluctuations. However, many households in Ebonyi state lack the necessary financial literacy and tools to engage in proper household accounting practices. There is a general absence of structured financial planning, with families either spending impulsively or relying on informal financial systems that are often inefficient or unsustainable. Household budgeting is not commonly practiced, and many families do not set aside emergency funds for unforeseen circumstances. Cash flow management is poor, with income often spent without a clear allocation for savings or investment. Additionally, asset management practices are typically underdeveloped, resulting in missed opportunities for wealth creation. These challenges are further compounded by limited access to financial education and resources, which restricts the ability of households to adopt effective financial management strategies. The consequences of the actual situation are far-reaching and detrimental to the financial wellbeing of households in Ebonyi State. Without effective household accounting practices, many families are left vulnerable to economic shocks, such as medical emergencies, job losses, or fluctuations in income (Musdalifa & Mulawarman, 2019). The absence of an emergency fund forces households to resort to high-interest loans or to sell off valuable assets in times of crisis. Poor cash flow management leads to difficulties in covering essential expenses and accumulating savings, which perpetuates financial insecurity and dependency. Over time, this lack of financial planning contributes to a cycle of poverty, as families are unable to build wealth or make investments that would enhance their financial future. Ultimately, the absence of effective household accounting practices hinders the financial wellbeing of households, exacerbating poverty and limiting economic mobility in the state. This problem not only affects the quality of life for individuals and families but also has broader implications for the socio-economic development of Ebonyi State as a whole. 1.1 Objective of the study The main aim of the study is to examine effect of household accounting on the financial wellbeing of households in Ebonyi state. The specific objectives are as follows: 1. To ascertain the extent to which household budgeting affects the financial wellbeing of households in Ebonyi state. 2. To ascertain the degree to which household emergency fund creation affects the financial wellbeing of households in Ebonyi state. 3. To ascertain the extent to which household cashflow management affects the financial wellbeing of households in Ebonyi state. 4. To ascertain the degree to which household asset management affects the financial wellbeing of households in Ebonyi state. 2.0 Literature Review 2.1 Conceptual Review 2.1.1 Household Accounting Afida et al. (2024) conceptualized household accounting to mean the systematic process of recording, analyzing, and managing the financial transactions of a household. Household accounting involves tracking income, expenses, assets, and liabilities to ensure that the household operates within its financial means and achieves its financial goals. In essence, household accounting is about maintaining financial discipline within the family unit (Nabilah et al., 2025). The practice provides a clear overview of the household’s financial health, helping members to make informed decisions regarding spending, saving, and investing. Household accounting can be formal or informal, depending on the methods and tools used, but its goal remains the same: to create an organized structure that allows families to manage their financial resources effectively. Effective household accounting goes beyond merely keeping track of receipts and expenditures (Adeniyi & Ojuye, 2021). It involves categorizing and analyzing financial activities to identify patterns, potential savings, and areas of overspending (Damayanti & Kusumawati, 2021). By doing so, household accounting offers the ability to allocate resources more efficiently, avoid unnecessary debt, and plan for future financial goals such as purchasing a home, paying for education, or saving for retirement. Proper household accounting allows families to anticipate and prepare for upcoming financial obligations, thereby reducing the likelihood of financial stress or crisis. It is an essential practice in ensuring that a household lives within its means while striving for greater financial security and independence (Anggraeni et al., 2022). In modern contexts, household accounting is often facilitated by digital tools and software, making it easier for families to track their finances in real-time. These tools offer various features such as budgeting templates, expense trackers, and financial goal-setting options. However, even in the absence of technology, basic household accounting can still be performed manually using ledgers or simple spreadsheets. The practice is critical in today's economic environment where households often face fluctuating incomes, inflation, and unexpected financial shocks (Nabilah et al., 2025). Household accounting is not just a matter of bookkeeping; it is an integral part of achieving financial stability, promoting savings, and enhancing the overall financial wellbeing of households. 2.1.2 Household Budgeting Household budgeting refers to the process of planning and allocating household income towards various expenses, savings, and financial goals (Nwoye & Aroh, 2023). It is a critical tool in managing household finances and ensuring that expenditures do not exceed available resources. A household budget outlines the expected income for a specific period, typically monthly, and assigns specific amounts to different categories such as food, housing, utilities, education, and entertainment. The objective of budgeting is to create a clear financial plan that helps the household avoid overspending, accumulate savings, and reduce or eliminate debt (Di Maggio & Verde, 2023). In essence, household budgeting is about making intentional, informed decisions regarding money management, ensuring that all financial needs and wants are met within the confines of the household’s income. Budgeting helps households prioritize their spending by distinguishing between essential and non-essential expenses. For example, a well-structured budget will allocate funds for critical needs like rent, groceries, and utilities before discretionary expenses such as entertainment or luxury items. This prioritization helps families maintain financial discipline and avoid unnecessary financial strain. Additionally, budgeting provides families with the flexibility to adjust their spending patterns based on changing circumstances, such as a drop in income or an increase in expenses (Nwoye & Aroh, 2023). By consistently following a budget, households can avoid debt accumulation, minimize financial stress, and improve their long-term financial health. One of the primary benefits of household budgeting is the ability to save. A good budget allows households to set aside a portion of their income for future goals, whether short-term, like purchasing a car, or long-term, like retirement planning. Furthermore, budgeting helps families identify areas where they can cut back on spending, thereby increasing their capacity to save or invest. While the act of budgeting may seem simple, it requires ongoing effort, discipline, and regular assessment to be effective. Households must be diligent in tracking their actual spending against the budgeted amounts, making adjustments as needed, and ensuring that they stay on course to meet their financial goals (Di Maggio & Verde, 2023). In today’s world, household budgeting has become easier with the advent of digital tools and mobile apps that allow users to create budgets, monitor spending, and make financial projections. These tools provide users with a more detailed understanding of their finances by tracking income and expenditure in real-time, offering hints into spending patterns, and suggesting cost-saving strategies. Despite the availability of these tools, many households, especially in developing economies, still struggle with budgeting due to a lack of financial literacy or the unpredictability of their income streams. Nonetheless, household budgeting remains one of the most effective strategies for achieving financial stability and ensuring that families are equipped to meet their financial obligations and future needs. 2.1.3 Household Emergency Fund Creation Household emergency fund creation is the practice of setting aside a portion of a household’s income for unexpected financial needs or emergencies (Heo et al., 2024). This fund acts as a financial safety net that can be accessed in times of unforeseen crises such as medical emergencies, job loss, urgent home repairs, or other unexpected large expenses. The primary purpose of an emergency fund is to provide households with financial security during times of financial distress without having to rely on credit cards, loans, or selling assets. It offers a sense of security and peace of mind, knowing that there is a reserve of funds available for emergency situations, thus preventing families from falling into debt or experiencing severe financial hardship (Kamarudin et al., 2018). The amount that constitutes a sufficient emergency fund can vary depending on a household’s specific circumstances, such as the size of the family, monthly expenses, and income stability. Financial experts often recommend that households aim to save between three to six months' worth of living expenses in an emergency fund. However, this target may be adjusted based on individual situations. For example, households with more variable income may need to save a larger fund to account for potential income fluctuations. The key is that the emergency fund should be easily accessible, usually in a liquid form like a savings account, to ensure that it can be quickly drawn upon when necessary. An emergency fund offers numerous benefits beyond just financial security. It also helps reduce stress and anxiety associated with unforeseen financial shocks, providing individuals and families with the confidence to handle unexpected situations without resorting to high-interest borrowing or depleting long-term savings (Heo et al., 2024). For instance, without an emergency fund, a family might find themselves struggling to cover the cost of medical bills, leading them to take out loans or borrow from friends or family, which can create long-term financial strain. On the other hand, with a well-established emergency fund, the household can handle such situations without incurring debt, thus protecting their overall financial wellbeing (Kamarudin et al., 2018). In the context of Nigeria and many other developing economies, the importance of creating an emergency fund is heightened due to the volatility of the economy. Fluctuating incomes, rising inflation, and a lack of social safety nets make it especially crucial for families to have a financial cushion to rely on in times of crisis. Households in these regions often face significant economic uncertainty, and without an emergency fund, they are at risk of falling into deeper financial hardship during times of crisis. Consequently, encouraging the creation of emergency funds within households is an important step toward improving financial resilience and wellbeing (Heo et al., 2024). Despite the importance of emergency fund creation, many households may still struggle to build one due to low income levels, lack of financial literacy, or competing financial priorities. Nonetheless, even a modest emergency fund can go a long way in safeguarding a family’s financial future and enhancing their ability to navigate unforeseen challenges. 2.1.4 Household Cashflow Management Household cashflow management refers to the process of monitoring, controlling, and planning the inflows and outflows of money within a household over a specific period, usually on a monthly or annual basis (Khashadourian, 2017). It involves ensuring that the household's income is effectively utilized to cover all expenses, with an emphasis on balancing income and expenditures in a way that avoids deficits and maximizes savings. Managing household cashflow is not merely about keeping track of how much money is coming in and going out but also about making strategic decisions that align with long-term financial goals (Lee & Yang, 2014). Cashflow management ensures that a household has sufficient liquidity to meet immediate financial obligations while also creating opportunities for saving, investing, and preparing for future needs. A key aspect of household cashflow management is the ability to project income and expenses accurately. By predicting cash inflows (such as salaries, business income, or other sources) and categorizing regular and irregular expenses (such as rent, utilities, groceries, debt repayments, and savings), a household can anticipate periods of financial strain and take corrective measures in advance. For instance, if there are seasonal variations in income or expenditure, proper cashflow management can help ensure that resources are allocated in such a way that the household can weather these fluctuations. Additionally, effective cashflow management involves the prioritization of spending to ensure that essential needs are met first, and savings or investments are not neglected in favor of discretionary spending (Khashadourian, 2017). Furthermore, cashflow management goes hand in hand with budgeting and forecasting, two tools that help households make more informed financial decisions (Khashadourian, 2017). By creating a detailed financial plan, households can see where money is being spent and identify areas where they can reduce costs or reallocate resources (Lee & Yang, 2014). This form of proactive management helps prevent overspending and enables households to avoid financial crises, such as running into debt or defaulting on bills. Household cashflow management also plays a crucial role in ensuring financial resilience, particularly in times of economic volatility or uncertainty, when income may become irregular, or costs may unexpectedly rise. Through effective cashflow management, households can ensure they have enough resources to cover their immediate needs and still build financial security for the future. 2.1.5 Household Asset Management Household asset management refers to the process by which a household acquires, maintains, and utilizes its assets to achieve both short-term and long-term financial objectives (De Moor & Zuijderduijn, 2013). These assets can range from tangible items like real estate, vehicles, and valuables to intangible assets such as stocks, bonds, and retirement accounts. The practice of asset management is concerned not just with acquiring assets but with managing them in a way that enhances the household's financial position and supports its overall financial wellbeing. Household asset management involves careful decision-making regarding which assets to invest in, how to maintain or improve their value, and how to leverage them to generate income or appreciate over time (Barrett et al., 2013). The importance of asset management lies in its ability to provide households with the means to build wealth and secure financial stability (De Moor & Zuijderduijn, 2013). For example, real estate can serve as an appreciating asset that contributes to a household's net worth, while investments in stocks or bonds can provide passive income streams. The goal of asset management is not just to accumulate assets but to optimize their use, ensuring that they serve a purpose in the household's broader financial strategy. A well-structured asset management plan involves regular assessments of existing assets, considering factors such as their current value, potential for growth, and the degree to which they are contributing to the household's financial goals. Effective asset management also involves risk management, as different assets come with varying degrees of risk. For example, real estate may be relatively stable, but the stock market carries higher risks of volatility. The household must balance risk and return when making decisions about which assets to hold, buy, or sell (Fang, 2024). Diversification is another crucial aspect of asset management, as spreading assets across different sectors or types of investments can reduce the overall risk while potentially increasing returns. Household asset management is a dynamic process that requires ongoing monitoring and adjustment to ensure that the assets continue to align with the household’s evolving financial needs and objectives (De Moor & Zuijderduijn, 2013). For households in emerging markets like Nigeria, where financial resources may be limited and economic conditions can be unpredictable, careful asset management becomes even more critical to ensure long-term financial security. 2.1.6 Financial Wellbeing of Household The financial wellbeing of a household refers to the state of having sufficient financial resources to meet the household’s needs and achieve its financial goals without undue stress or hardship (Lu et al., 2024). It is a holistic concept that encompasses both objective factors—such as income, savings, investments, and assets—and subjective factors, including financial security, satisfaction with one's financial situation, and the ability to make financial decisions with confidence (Hamida et al., 2023; Gao, 2024). Financial wellbeing goes beyond simply being able to pay bills or meet short-term obligations; it reflects the household’s capacity to handle financial challenges, plan for future needs, and enjoy a sense of financial stability and peace of mind. One of the key elements of financial wellbeing is the ability to cover basic living expenses, including food, housing, healthcare, and education, while maintaining a reasonable standard of living (Kyokunda et al., 2023). Financial wellbeing also entails having the resources to address unexpected emergencies, such as health crises, job loss, or major home repairs, without falling into debt or resorting to high-interest loans. Furthermore, a household that is financially well-off is able to set aside savings and investments for future needs, such as retirement, children’s education, or long-term healthcare. The ability to accumulate wealth and grow assets over time is central to financial wellbeing, as it provides households with both security and the ability to take advantage of opportunities as they arise (Lu et al., 2024). However, financial wellbeing is not solely determined by the amount of money a household earns. It is also deeply connected to how money is managed, including the adoption of good financial practices such as budgeting, saving, and investing. Financial wellbeing involves the household's ability to plan ahead, avoid excessive debt, and make prudent financial decisions that will benefit them in the future. It also encompasses a psychological dimension, as the sense of financial wellbeing is often linked to one’s confidence in managing money and the absence of financial stress (Gao, 2024). For households in regions like Ebonyi State, where economic volatility, inflation, and fluctuating income sources are common, achieving financial wellbeing can be challenging. However, by engaging in effective financial practices, households can improve their financial situation, reduce anxiety, and work toward a more secure financial future. Thus, financial wellbeing is not just about having enough money in the present; it is about creating a sustainable and secure financial foundation for the future. 2.2 Theoretical Framework and Development of Research Hypothesis The study is anchored on Life Cycle Hypothesis (LCH) which was introduced by the economists Franco Modigliani and Richard Brumberg in the 1950s (Martini & Spataro, 2022). Modigliani, who was awarded the Nobel Prize in Economics in 1985, developed this theory as a way to understand how individuals and households plan their consumption and saving behaviors over the course of their lives. The hypothesis was initially proposed in their 1954 paper, and it revolutionized the way economists understood personal finance, particularly regarding saving patterns and wealth accumulation (Legros, 2006). The theory is rooted in the assumption that individuals aim to smooth their consumption throughout their lives, balancing periods of earning with periods of retirement, to maintain a stable standard of living. The main postulations of the Life Cycle Hypothesis revolve around the idea that individuals and households plan their financial activities, including consumption and saving, over their entire life span (Martini & Spataro, 2022). According to the theory, people save money during their working years to support consumption in their retirement years when their income typically decreases (Hayes, 2024). The theory suggests that rather than saving for short-term goals, households allocate their resources over the long term, aiming to avoid substantial changes in their standard of living as their income fluctuates. The model assumes that individuals make rational decisions about saving and consumption, with the goal of smoothing consumption over their life cycle, especially to ensure a stable income during retirement. A key component of the LCH is the notion that individuals are forward-thinking and base their financial decisions on expected future income rather than focusing solely on current earnings. The Life Cycle Hypothesis is relevant to the study of household accounting practices and financial wellbeing in Ebonyi State because it provides a framework for understanding how households plan their finances over time. Based on the tenets of the theory, researchers can explain why households engage in savings, budgeting, and investment strategies—practices that are crucial for ensuring financial wellbeing. By adopting household accounting practices such as budgeting, managing cash flow, and creating emergency funds, households in Ebonyi State can align their short-term financial decisions with long-term goals, ensuring that they are prepared for future income fluctuations, emergencies, or retirement. The Life Cycle Hypothesis underscores the importance of planning ahead, which is essential for financial security, and supports the argument that sound household accounting practices play a vital role in achieving sustained financial wellbeing. Through this theoretical lens, the study can analyze how effective financial planning and resource management impact the long-term financial stability of households in the region. On the above basis, the following four hypotheses were raised: Ha1. Household budgeting significantly enhances the financial wellbeing of households in Ebonyi state. Ha2. Household emergency fund creation positively contributes to the financial wellbeing of households in Ebonyi state. Ha3. Household cashflow management significantly enhances the financial wellbeing of households in Ebonyi state. Ha4. Household asset management positively contributes to the financial wellbeing of households in Ebonyi state. 2.3 Synthetic Review of Existing Empirical Findings The empirical literature on household accounting and financial well-being highlights several key themes, including budgeting, financial literacy, asset accumulation, and cash flow management. Studies such as Afida et al. (2024) and Masrunik et al. (2024) emphasize the role of budgeting in achieving financial stability. The former found that millennial Muslim mothers in Indonesia use cash flow recording and budgeting to enhance financial stability, though barriers like financial literacy limitations and time constraints exist. Similarly, Masrunik et al. (2024) observed that housewives in Blitar City engage in monthly financial planning, leveraging past financial records to optimize decision-making. The study by Nwoye and Aroh (2023) supports these findings, demonstrating that periodic savings and steady income generation positively impact household financial independence, while regular expenses have a negative effect. These studies collectively suggest that structured budgeting practices can significantly improve financial well-being, particularly when combined with strategic financial planning. Another critical aspect of household accounting is the creation of emergency funds and financial literacy. Kuutol et al. (2024) found that financial literacy and financial information consumption play a pivotal role in enhancing financial well-being in rural Ghana, reinforcing Mishra’s (2022) findings that financial attitude and behavior are stronger predictors of financial well-being than mere financial knowledge. This aligns with the conclusions of Adeniyi and Ojuye (2021), who found that while factors such as gender and education level did not significantly influence household accounting practices, geographical location did. Similarly, Ramadhani et al. (2021) provided a gender-based perspective, highlighting that financial sustainability among migrant worker families is influenced by ethical work principles, spending moderation, and financial transparency. These findings underscore the importance of financial literacy and structured financial management in ensuring household resilience, particularly during financial crises. Household cash flow management and financial inclusion are also integral to financial well-being. Chipunza and Fanta (2024) demonstrated that financial inclusion facilitates asset accumulation and subjective well-being (SWB) through formal financial engagement, supporting the argument that improved cash flow management leads to greater financial security. Jantsch et al. (2024) further emphasize that financial assets have a stronger positive impact on SWB than real assets, while unsecured debt negatively affects well-being. These findings complement those of Alias et al. (2021), who found that expenditure patterns, particularly on housing and utilities, play a crucial role in household financial stability. Similarly, Ramlugun et al. (2016) confirmed that financial planning, budgeting, and record-keeping significantly contribute to financial well-being. These studies collectively highlight that structured financial management practices, including access to financial services and informed spending, enhance overall household well-being. Finally, asset management and its impact on financial well-being have been extensively studied. Chipunza and Fanta (2024) established that asset accumulation through formal financial systems leads to improved financial security, while Jantsch et al. (2024) found that proportional increases in financial assets yield higher returns in well-being than equivalent increases in real assets. This finding aligns with the work of Ben-Caleb et al. (2023), who demonstrated that personal budgeting among tertiary institution staff in Nigeria significantly enhances financial stability by reducing financial stress. Similarly, the research by Ogori et al. (2013) on low-income earners highlights the role of budgeting in improving living standards despite barriers to adoption. Collectively, these studies suggest that effective asset management, particularly through financial planning and investment, is essential for enhancing household financial well-being. The literature thus underscores the need for improved financial literacy, structured budgeting, emergency fund creation, and asset accumulation strategies to promote financial stability in households. 2.4 Gap in Literature Despite extensive research on household accounting and financial well-being (Afida et al., 2024; Chipunza & Fanta, 2024; Jantsch et al., 2024; Kuutol et al., 2024; Nwoye & Aroh, 2023; Ben-Caleb et al., 2023; Mishra, 2022), gaps remain in understanding its impact within specific regional and socioeconomic contexts. Existing studies primarily focus on financial literacy, budgeting, asset accumulation, and subjective well-being, often in developed economies or broader national settings. However, little research has explored how specific household accounting practices—such as budgeting, emergency fund creation, cash flow management, and asset management—directly influence financial well-being at the household level within Ebonyi State, Nigeria. The unique economic and cultural dynamics of Ebonyi households, particularly in relation to financial resilience, saving habits, and decision-making structures, remain underexplored. Therefore, this study aims to bridge this gap by examining the effects of these household accounting components on financial well-being in Ebonyi State. 3.0 Methodology This study employs a descriptive survey research design, which is suitable for systematically gathering data from a specified population to examine the relationship between household accounting practices and financial well-being. The descriptive survey method was utilized to obtain data from respondents, emphasizing the present state of the subject under investigation. This approach is designed to provide an account of existing conditions or variables within a particular setting (Ilodilibe et al., 2024 ; Nworie et al., 2023 ). The target population of this study comprises all households in Ebonyi State. However, due to the absence of an up-to-date population census, the precise number of households is not available in any authoritative report. As a result, the study assumes an infinite population of households in Ebonyi State. The study determined the sample size using Cochran’s formula for sample size determination: $$\:{n}_{0}=\:\frac{{z}^{2}pq}{{e}^{2}}$$ Where: n 0 = Sample size e = Desired level of precision (margin of error) p = Estimated proportion of the population possessing the attribute of interest q = 1 - p z = Standard normal variate for a 95% confidence level (1.96) Assuming 80% of the households in Ebonyi ought to be included in the sample to arrive at a representative sample, at p = .80 at 95% confidence interval, e = .05, then q will be 0.20 while Z = 1.96. Hence, n = \(\:\frac{{\left(1.96\right)}^{2}\:X\:0.8\:X\:0.2}{{\left(0.05\right)}^{2}}\) Sample size = 246 households. Stratified sampling was employed in this study to ensure a fair representation of households across the three senatorial districts of Ebonyi State. A total of 246 households were selected, with 82 households sampled from Ebonyi South, 82 from Ebonyi Central, and 82 from Ebonyi North. This approach allowed for a balanced distribution of respondents, ensuring that the findings accurately reflect the financial well-being of households across different regions of the state. The research employed a survey method for data collection. This approach facilitated the collection of primary data directly from household representatives, ensuring accuracy and reliability in capturing their accounting practices and financial well-being. Primary data was collected using structured questionnaires administered to selected households in Ebonyi State. The questionnaire was designed to obtain first-hand information efficiently while ensuring respondent confidentiality. It utilized a 5-point Likert scale ranging from "Very High Extent" to "No Extent" to facilitate structured responses. The validity of the research instrument was ensured through expert reviews. The questionnaire underwent face and content validity checks by professionals in the field to ensure clarity, relevance, and consistency. Cronbach’s alpha was used to test reliability, with the study achieving an overall alpha value of 0.966, which exceeds the recommended threshold of 0.7 (Field, 2005). This demonstrates high internal consistency and reliability. Data collected through the questionnaire were analyzed using descriptive and inferential statistics. Frequency distributions were used to summarize responses. To test the study’s hypotheses on the effect of household accounting practices on financial well-being, ordinal regression analysis was conducted using Eviews 10. This technique was selected to evaluate the extent to which the proxies of the independent variable (household budgeting, emergency fund creation, cash flow management, and asset management) contribute to the dependent variable (financial well-being). The justification for the choice of ordinal regression was because the data collected were ranked in a scale of 5 points. Hypothesis tests were performed at a 5% significance level. The null hypothesis was rejected if the p-value was less than 0.05, indicating statistical significance. Conversely, if the p-value exceeded 0.05, the null hypothesis was accepted. The regression model estimated is as shown below: \(\:log\left[\frac{P\left(FW\le\:j\right)}{P\left(FW>j\right)}\right]={\alpha\:}_{j}+\:{\beta\:}_{1}HB+\:{\beta\:}_{2}HEF\:+\:{\beta\:}_{3}HCM+\:{\beta\:}_{4}HAM\:+\:\epsilon\:\) _________________eqi Where: P(FW ≤ j) = Cumulative probability that financial well-being (FW) is at most category j P(FW > j) = Probability that financial well-being is above category j \(\:\alpha\:\) j = Threshold (cut-off) for category j, which differs for each level of FW HB = Household Budgeting HEF = Household Emergency Fund creation HCM = Household Cash Flow Management HAM = Household Asset Management β1,β2,β3,β4 = Coefficients of independent variables (negative sign indicates higher values shift probability to higher categories) 4.0 Data Analysis 4.1 Analysis of Research Questions In Table 4.1 , which provides an analysis of research questions related to household financial practices, we can interpret the responses based on the frequencies reported for each statement. The responses are categorized into five levels: No Extent (NE) , Very Low Extent (VLE) , Low Extent (LE) , High Extent (HE) , and Very High Extent (VHE) , which reflect how strongly respondents agree with various household accounting practices and their impact on financial wellbeing. Table 4.1 Analysis of Research Questions S/N Household Budgeting NE VLE LE HE VHE 1 My household consistently prepare a household budget to manage my income and expenses effectively. 11 3 0 95 137 2 Budgeting helps my household track and control unnecessary spending in my household. 5 3 6 108 124 3 Budgeting helps my household prioritize essential expenses over non-essential ones. 8 3 5 100 130 4 My household review and adjust my household budget regularly to reflect financial changes. 8 2 21 107 108 Household Emergency Fund Creation NE VLE LE HE VHE 5 My household have a dedicated emergency fund to handle unexpected financial needs. 6 2 13 111 114 6 Household emergency savings reduce financial stress during unforeseen circumstances. 4 4 16 109 113 7 Creating an emergency fund has prevented my household from borrowing during emergencies. 4 2 10 105 125 8 My household’s financial security has improved due to the availability of an emergency fund. 4 3 27 110 102 Household Cash Flow Management NE VLE LE HE VHE 9 We regularly monitor our household income and expenses to maintain a positive cash flow. 5 4 17 120 100 10 Proper cash flow management helps my household avoid financial difficulties. 3 4 19 116 104 11 Effective cash flow management allows my household to meet my financial obligations on time. 4 4 9 110 119 12 Cash flow management helps me allocate funds for both savings and investment. 4 3 24 110 105 Household Asset Management NE VLE LE HE VHE 13 We actively manage my household assets to ensure they retain their value. 5 3 17 116 105 14 Effective asset management has contributed to my household's long-term financial stability. 3 4 17 114 108 15 My household assets generate financial benefits that support our overall well-being. 3 3 6 110 124 16 I regularly assess the condition and value of my household assets to prevent depreciation. 11 1 10 110 114 Financial Wellbeing of Households NE VLE LE HE VHE 17 My household can comfortably afford my basic household expenses (e.g., food, rent, utilities) without financial stress. 6 2 17 119 102 18 My household have sufficient savings to cover unexpected expenses, such as medical emergencies or urgent repairs. 3 6 18 111 108 19 My household income is stable and sufficient to meet both short-term and long-term financial needs. 3 3 4 105 131 20 My household is able to pay off my debts or financial obligations without difficulty. 3 3 26 104 110 Source: Survey Findings (2025) The frequency table presents data on various aspects of household financial wellbeing, including budgeting, emergency fund creation, cash flow management, asset management, and overall financial wellbeing. Each item was assessed using a five-point Likert scale ranging from "No Extent" (NE) to "Very High Extent" (VHE), allowing us to understand the degree to which households engage in these financial practices. Regarding household budgeting , responses indicate a strong commitment to financial planning. For instance, 95 respondents stated that they manage their income and expenses effectively to a high extent, while 137 confirmed doing so to a very high extent. This suggests that a significant majority of households actively engage in budgeting. Similarly, budgeting plays a crucial role in controlling unnecessary spending, as 108 respondents indicated a high extent and 124 a very high extent of agreement. Furthermore, 100 respondents reported that budgeting helps them prioritize essential expenses to a high extent, while 130 confirmed this to a very high extent. Regular review and adjustment of budgets were also evident, with 107 and 108 respondents acknowledging a high and very high extent, respectively. However, a small group (21 respondents) admitted doing so only to a low extent, indicating that some households may need to improve in this area. In the domain of household emergency fund creation , the data shows that most households recognize the importance of having emergency savings. A majority, with 111 and 114 respondents, confirmed having a dedicated emergency fund to a high and very high extent, respectively. Emergency savings were also seen as effective in reducing financial stress, with 109 respondents acknowledging this to a high extent and 113 to a very high extent. Additionally, avoiding borrowing during emergencies was a common advantage, as 105 and 125 respondents agreed to a high and very high extent, respectively. However, financial security due to emergency fund availability saw slightly lower agreement levels, with 102 respondents affirming this to a very high extent, while 27 reported experiencing this benefit only to a low extent. This suggests that while emergency funds are generally helpful, their impact on financial security may vary across households. For household cash flow management , the data suggests that a majority of households actively monitor their income and expenses to maintain a positive cash flow. Specifically, 120 respondents indicated a high extent of regular monitoring, while 100 confirmed doing so to a very high extent. Proper cash flow management was seen as a means to avoid financial difficulties, with 116 respondents acknowledging this to a high extent and 104 to a very high extent. Meeting financial obligations on time was another strong outcome, as 110 and 119 respondents reported a high and very high extent of effectiveness, respectively. Additionally, allocating funds for both savings and investment was widely practiced, with 110 respondents agreeing to a high extent and 105 to a very high extent, though 24 respondents stated doing so only to a low extent, highlighting some variations in financial discipline. Concerning household asset management , responses indicate active engagement in asset oversight. A significant number of respondents (116 at a high extent and 105 at a very high extent) reported managing their household assets to retain value. Similarly, long-term financial stability through asset management was widely recognized, with 114 respondents acknowledging this to a high extent and 108 to a very high extent. Households also confirmed that their assets generate financial benefits, with 110 and 124 respondents agreeing to a high and very high extent, respectively. However, regular assessment of asset condition saw slightly lower agreement levels, with 110 respondents reporting a high extent and 114 a very high extent, but 10 respondents acknowledging only a low extent, indicating room for improvement in proactive asset evaluation. Finally, the table provides hints into the overall financial wellbeing of households . A large proportion of respondents (119 to a high extent and 102 to a very high extent) confirmed that they can comfortably afford their basic expenses without financial stress. The ability to cover unexpected expenses was also affirmed, with 111 respondents acknowledging this to a high extent and 108 to a very high extent. Household income stability was strongly reported, with 105 respondents confirming a high extent and 131 a very high extent. However, debt repayment saw slightly lower agreement, with 104 respondents stating they can manage debts to a high extent and 110 to a very high extent, while 26 reported doing so only to a low extent. This suggests that while most households maintain financial stability, some may still struggle with financial obligations. 4.2 Test of Hypotheses Table 4.2 below shows the result of the regression analysis. The results of the regression analysis presented in Table 4.2 indicate the effect of household financial management practices—household budgeting, emergency fund creation, cash flow management, and asset management—on household financial wellbeing. The model was estimated using the Maximum Likelihood (ML) Ordered Logit method, and the validity of the model is assessed through the Pseudo R-squared value and Likelihood Ratio (LR) statistic. The Pseudo R-squared value of 0.742256 suggests that approximately 74.2% of the variation in household financial wellbeing is explained by the included financial management variables. This indicates a strong explanatory power of the model. Furthermore, the probability of the LR statistic is 0.000000, which is statistically significant at p < 0.05, confirming that the overall model is valid and that the independent variables jointly contribute to explaining variations in household financial wellbeing. 4.2.1 Test of Hypothesis I Ha1. Household budgeting significantly enhances the financial wellbeing of households in Ebonyi state. The coefficient of 0.546234 suggests that for every unit increase in household budgeting, household financial wellbeing increases by approximately 0.55 units, holding other factors constant. This means that better household budgeting practices enhance financial wellbeing by a marginal amount. Since the p-value is 0.0056, which is less than 0.05, the effect is statistically significant. Therefore, the alternate hypothesis was accepted that household budgeting has a positive and significant effect on the financial wellbeing of households in Ebonyi state (β = 0.546234, p = 0.0056). 4.2.2 Test of Hypothesis II Ha2. Household emergency fund creation positively contributes to the financial wellbeing of households in Ebonyi state. The coefficient of 2.126290 indicates that for every unit increase in household emergency fund creation, financial wellbeing improves by 2.13 units. This suggests that establishing and maintaining emergency funds greatly enhances financial wellbeing by providing financial security and stability. The p-value of 0.0008, which is below 0.05, confirms the significance of this effect. Thus, the alternate hypothesis was accepted that household emergency fund creation has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 2.126290, p = 0.0008). 4.2.3 Test of Hypothesis III Ha3. Household cashflow management significantly enhances the financial wellbeing of households in Ebonyi state. The coefficient of 3.035102 suggests that an increase in effective cash flow management leads to a 3.04-unit improvement in household financial wellbeing. This substantial effect indicates that monitoring income and expenses, ensuring positive cash flow, and managing liquidity significantly enhance financial wellbeing. Given the p-value of 0.0000, which is highly significant, this effect is statistically supported at the 5% level. Therefore, the alternate hypothesis was accepted that household cash flow management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 3.035102, p = 0.0000). 4.2.4 Test of Hypothesis IV Ha4. Household asset management positively contributes to the financial wellbeing of households in Ebonyi state. The coefficient of 1.290833 implies that a unit increase in household asset management increases financial wellbeing by approximately 1.29 units. This indicates that actively managing household assets—such as investments, savings, and durable goods—contributes to financial stability and long-term wellbeing. The p-value of 0.0145, which is below 0.05, confirms the significance of this effect. Thus, the alternate hypothesis was accepted that household asset management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 1.290833, p = 0.0145). 4.3 Discussion of Findings The finding that household budgeting has a positive and significant effect on the financial well-being of households in Ebonyi State can be explained by the role of structured financial planning in ensuring economic stability. Budgeting enables households to allocate income effectively, manage expenditures, and plan for future financial needs, thereby reducing financial stress and promoting savings. When households adhere to a structured budget, they can minimize unnecessary expenses and optimize their financial resources, which contributes to overall financial well-being. The presence of a significant effect underscores the importance of financial discipline in maintaining long-term economic stability. Several studies support this finding. Afida, Jumarni, and Hasni ( 2024 ) found that recording cash flow and budgeting contribute to greater financial stability among millennial Muslim mothers, reinforcing the argument that structured financial management improves household financial well-being. Nwoye and Aroh ( 2023 ) similarly established that periodic savings and steady income generation significantly enhance household economic self-sufficiency, further validating the role of budgeting in financial well-being. Additionally, Ben-Caleb et al. ( 2023 ) observed that personal budgeting significantly reduces financial stress and enhances financial stability among tertiary institution staff, emphasizing that changes in spending habits and budgeting practices are crucial for financial well-being. Ramadhani, Purwanti, and Mulawarman ( 2021 ) also highlighted that careful financial management, which includes budgeting, plays a vital role in ensuring financial sustainability and stability in households. The finding that household emergency fund creation has a positive and significant effect on financial well-being is supported by the role of financial preparedness in mitigating unexpected financial shocks. Emergency funds provide a financial buffer that helps households navigate crises such as medical emergencies, job loss, or economic downturns without falling into debt or financial distress. This ensures that households maintain financial stability even in uncertain situations, thereby improving overall financial well-being. Empirical studies affirm this conclusion. Jantsch, Le Blanc, and Schmidt ( 2024 ) found that financial assets contribute significantly to subjective well-being (SWB), as they provide financial security in times of need. Their study demonstrated that a proportionate rise in financial assets yields a greater increase in SWB, indicating the importance of emergency funds in maintaining financial stability. Similarly, Kuutol, Mbonigaba, and Garidzirai ( 2024 ) highlighted that financial literacy encourages financial information consumption, which in turn enhances financial well-being by promoting savings and emergency fund creation. Mishra ( 2022 ) also found that financial behavior, including savings habits, significantly predicts financial well-being, reinforcing the argument that emergency fund creation positively affects household finances. Moreover, Alias et al. ( 2021 ) emphasized that income and financial management strategies, including emergency savings, play a crucial role in sustaining financial stability across different income groups. Household cash flow management having a positive and significant effect on financial well-being can be attributed to the importance of effectively tracking income and expenses. Proper cash flow management ensures that households can cover their recurring expenses while maintaining a stable financial position. Households that manage their cash flow efficiently can avoid financial shortfalls, minimize reliance on debt, and plan for future financial goals, all of which contribute to financial well-being. Several studies support this finding. Afida, Jumarni, and Hasni ( 2024 ) found that tracking cash flow and budgeting contribute to financial stability, reinforcing the importance of cash flow management in financial well-being. Masrunik et al. ( 2024 ) observed that monthly financial planning based on past records helps families in Blitar City make informed financial decisions, reducing financial stress and enhancing economic stability. Anggraeni et al. ( 2022 ) found that maintaining monthly financial records and adhering to Islamic financial management principles, which emphasize prudent financial management, positively impact household finances. Additionally, Ramlugun, Ramdhony, and Poornima ( 2016 ) demonstrated that cash flow management, budgeting, and long-term financial planning significantly contribute to household financial stability, further supporting the positive effect of household cash flow management on financial well-being. The finding that household asset management has a positive and significant effect on financial well-being highlights the role of strategic asset utilization in improving financial security. Effective asset management allows households to accumulate wealth, leverage financial opportunities, and ensure long-term financial stability. Households that manage their assets efficiently can generate additional income, reduce financial risks, and improve their overall economic status. Empirical evidence supports this conclusion. Chipunza and Fanta ( 2024 ) found that financial inclusion positively influences SWB by facilitating asset accumulation, particularly through formal savings, credit, and insurance mechanisms. Their study highlights the importance of asset management in maintaining financial stability. Jantsch, Le Blanc, and Schmidt ( 2024 ) further demonstrated that financial assets significantly contribute to SWB, emphasizing that well-managed assets enhance financial security and well-being. Adeniyi and Ojuye ( 2021 ) found that geographical location influences household accounting practices, including asset management, suggesting that better financial literacy and access to financial education improve asset utilization. Finally, Ramlugun, Ramdhony, and Poornima ( 2016 ) identified asset accumulation and financial planning as critical factors in ensuring household financial well-being, further validating the positive effect of asset management on financial stability. 5.0 Conclusion and Recommendation The findings indicate that effective household accounting practices play a crucial role in enhancing the financial well-being of households in Ebonyi State. The positive and significant effects of household budgeting, emergency fund creation, cash flow management, and asset management suggest that households that actively engage in structured financial planning and resource allocation experience greater financial stability and security. This underscores the importance of financial discipline, strategic allocation of income, and proactive financial decision-making in mitigating financial distress and improving overall household economic resilience. The findings suggest that households that adopt sound financial management practices are more likely to navigate economic uncertainties with greater ease, reducing their vulnerability to financial shocks. Effective household accounting fosters a culture of financial awareness, enabling households to make informed decisions regarding income utilization, savings, and investments. This, in turn, can lead to long-term wealth accumulation and improved financial independence. Additionally, the overall financial wellbeing of households can have a ripple effect on the broader community, as financially stable families are more capable of supporting local businesses, investing in education and healthcare, and contributing to economic growth. The study therefore recommends that: 1) Household heads should consistently adopt and adhere to a structured budgeting system that prioritizes essential expenses, savings, and investments in order to enable them to effectively manage their finances, reduce unnecessary spending, and improve their overall financial well-being. 2) Financial institutions and advisors should develop targeted awareness programs and financial products that encourage households to establish and maintain emergency funds in order to help mitigate financial shocks and enhance resilience against unexpected financial difficulties. 3) Household income earners should implement strict cash flow management strategies, such as regular income-expenditure tracking and financial planning, to ensure a steady financial position. This will allow them to meet obligations promptly, avoid debt accumulation, and enhance financial security. 4) Policy makers and financial literacy advocates should promote and integrate household asset management education into community financial literacy programs in order to help equip households with the knowledge and skills needed to maximize asset utilization, prevent depreciation, and enhance long-term financial stability. 5.1 Contribution to Knowledge This study contributes to the existing body of literature by addressing a significant gap in understanding the relationship between household accounting practices and financial well-being within specific regional and socioeconomic contexts. While prior research (Afida et al., 2024 ; Chipunza & Fanta, 2024 ; Jantsch et al., 2024 ; Kuutol et al., 2024 ; Nwoye & Aroh, 2023 ; Ben-Caleb et al., 2023 ; Mishra, 2022 ) has extensively examined financial literacy, budgeting, asset accumulation, and subjective well-being—primarily within developed economies or at national levels—limited attention has been given to localized household dynamics in underrepresented regions. By focusing on Ebonyi State, Nigeria, this study offers novel perspectives into how specific household accounting practices—such as budgeting, emergency fund creation, cash flow management, and asset management—affect financial well-being at the micro level. The findings highlight the distinctive economic behaviors, saving patterns, financial decision-making structures, and resilience mechanisms of households in Ebonyi, thus providing a more nuanced understanding of financial well-being in a unique cultural and socioeconomic setting. This localized approach not only enriches the empirical discourse on household finance but also informs policy and practice tailored to similar developing contexts. 5.2 Limitations of the Study and Suggestion for Further Studies First, the study relied on information given by household members through questionnaires, which may not fully reflect their actual financial behaviors due to misunderstanding or reluctance to share personal details. Also, since the study was limited to only Ebonyi State and used a sample of 246 households, the results may not represent the views or experiences of households in other parts of Nigeria or beyond. Future researchers can build on this study by covering more states or regions in Nigeria to compare results and get a wider understanding of how household accounting affects financial well-being across different areas. Also, future studies can use interviews or focus group discussions in addition to questionnaires to get deeper and more accurate perspective into how families manage their finances. Researchers may also consider including other factors like financial education, cultural influences, or digital financial tools in their studies. Declarations Acknowledgements : This paper benefited from the insightful and constructive comments of the editor (Dr. Joseph Elom) and anonymous reviewers. We thank them for their time, and effort. Author contributions : Gilbert Ogechukwu Nworie: conceptualisation, methodology, data curation, formal analysis, writing—original draft and editing. Dr. Uche Chukwu: Methodology, formal analysis, writing— original draft, writing—review and editing. Fidelia N. Nworie: formal analysis, writing—review and editing. Funding: No funding was received for this research. Compliance with ethical standards Conflict of interest: T he authors declare no competing interests. Research Involving Human Participants: This study involved human participants, specifically household members in Ebonyi State, Nigeria. Their participation was essential in providing firsthand information on household accounting practices and financial well-being. All participants were treated with respect, and their privacy and confidentiality were fully protected throughout the research process. The study was conducted in line with ethical standards for research involving human subjects. Informed Consent: Before participating in the study, all respondents were clearly informed about the purpose of the research, what their participation involved, and their rights as participants. They were assured that their responses would be kept confidential and used only for academic purposes. Participation was completely voluntary, and each respondent provided informed consent, either in written form or verbally, before completing the questionnaire. References Adeniyi, S. I. & Ojuye, T. E. 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Prakoso, T., & Apriliani, R. (2024). Budgeting and Saving Effectiveness as the Main Pillar of Sustainable Personal Financial Management. Indonesian Journal of Islamic Economics and Finance , 4 (2), 257-272. Ramadhani, F. N., Purwanti, L., & Mulawarman, A. D. (2021). The Emancipation of Household Accounting: A [Non]-Feminist Critical Study of Tjoet Njak Dien. Jurnal Ilmiah Akuntansi dan Bisnis, 16(2), 218-233. Ramlugun, V. G., Ramdhony, D., & Poornima, B. (2016). An Evaluation of Household Accounting in Mauritius. International Journal of Accounting and Financial Reporting , 6 (2), 62-71. Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-6945199","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":479247475,"identity":"b1e71230-56f6-4a3b-838f-c31a2a4dc120","order_by":0,"name":"Gilbert Ogechukwu Nworie","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA2UlEQVRIiWNgGAWjYDCCA8wNDAkMDDx87A1AnoEFMVoYIVrYeA6AtEgQqQUE2CQSQBQRWvhuJDZ+ePCnVoZN8vnVDT8KJBj427sT8GqRvJHYLJHYdpyHTTqn7GYP0GESZ85uwKvF4EZiG0NiwzGQlrQbPEAtBhK5RGhJ+APUInkm7eYf4rWw1fCwSbAfu02ULZJnHoL8cgAYyDlst2UMJHgI+oXvePLBjz/+1Nnzsx9/dvPNHxs5/vZe/Fqg4DAQ8xiAWDzEKAeBOiBmf0Cs6lEwCkbBKBhhAAAyUEguvsgQ/QAAAABJRU5ErkJggg==","orcid":"","institution":"Ebonyi State University","correspondingAuthor":true,"prefix":"","firstName":"Gilbert","middleName":"Ogechukwu","lastName":"Nworie","suffix":""},{"id":479247476,"identity":"d0af9097-39be-4a6d-b98f-7712f65efa83","order_by":1,"name":"Uche Christopher Chukwu","email":"","orcid":"","institution":"Ebonyi State University","correspondingAuthor":false,"prefix":"","firstName":"Uche","middleName":"Christopher","lastName":"Chukwu","suffix":""},{"id":479247477,"identity":"64b6eb71-0a0f-4bf7-bd90-d51ab0ff7f34","order_by":2,"name":"Fidelia Nkechinyere Nworie","email":"","orcid":"","institution":"Ukoro Odah Statisticals","correspondingAuthor":false,"prefix":"","firstName":"Fidelia","middleName":"Nkechinyere","lastName":"Nworie","suffix":""}],"badges":[],"createdAt":"2025-06-21 13:23:22","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-6945199/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-6945199/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":92292089,"identity":"b69e8133-8c91-4dd6-952a-8ea5703c3a5f","added_by":"auto","created_at":"2025-09-26 21:40:58","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1170819,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6945199/v1/b470612e-2661-4efb-8ba0-8452db7bcaf1.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Achieving Household Financial Wellbeing in Ebonyi State: The Contribution of Household Accounting","fulltext":[{"header":"1.0 Introduction","content":"\u003cp\u003eIn an era of increasing economic uncertainty, financial insecurity is a growing concern for households worldwide, and Nigeria is no exception. The country faces numerous economic challenges, including inflation, unemployment, and fluctuating oil prices, all of which have a significant impact on the financial stability of families. Within this context, Nwoye and Aroh (2023) argued that household financial practices play a pivotal role in ensuring economic survival and growth. Among these practices, household accounting is particularly crucial as it involves the systematic management of financial resources (Adeniyi \u0026amp; Ojuye, 2021). Effective household accounting practices—such as budgeting, emergency fund creation, cash flow management, and asset management—are essential in improving the financial wellbeing of households. These practices allow individuals and families to plan their finances, reduce financial stress, and allocate resources efficiently, thus ensuring long-term financial stability and household financial wellbeing (Loschiavo et al., 2025).\u003c/p\u003e\n\u003cp\u003eAccording to Lobão and Ashqar (2025), financial wellbeing connotes the state of having sufficient financial resources to meet current and future financial obligations, while also having the confidence and security to manage day-to-day financial matters without undue stress. It encompasses both the objective aspect of financial stability and the subjective feelings of financial security that individuals experience (Lu et al., 2024). Effective household accounting practices contribute meaningfully to achieving financial wellbeing by fostering financial discipline, enabling informed decision-making, and creating a framework for managing income, expenses, savings, and investments. In today's Nigerian economy, where economic volatility often leads to financial strain (Ikwuo et al., 2025), the ability of households to manage their finances effectively is more important than ever.\u003c/p\u003e\n\u003cp\u003eThe concept of household accounting has gained considerable attention in the literature due to its potential to enhance financial wellbeing (Adeniyi \u0026amp; Ojuye, 2021). In Nigeria, however, it appears that many households continue to face challenges in managing their finances effectively, particularly in rural areas like Ebonyi State. These challenges are often compounded by low levels of financial literacy, limited access to formal financial services, and insufficient understanding of the importance of structured financial planning. While urban centers may have access to better financial services and information, rural households, especially in less developed states like Ebonyi, may struggle to incorporate effective accounting practices into their daily lives. Household accounting practices, such as budgeting, managing cash flow, creating emergency funds, and managing assets, are directly linked to financial wellbeing. Family budgeting, according to Nwoye and Aroh (2023), is a primary tool for managing household finances, enabling families to allocate their income towards essential needs and savings. It helps prioritize spending, minimize waste, and avoid overspending (Prakoso \u0026amp; Apriliani, 2024). In a volatile economic environment like Nigeria's, where prices fluctuate and income sources may be inconsistent, budgeting becomes even more important in ensuring that households can meet their basic needs without accumulating debt. Similarly, the creation of an emergency fund provides a safety net for unexpected financial challenges, such as medical emergencies or job loss (Heo et al., 2024). This fund helps reduce the financial stress associated with such emergencies, preventing households from resorting to high-interest loans or selling off assets in times of need. Effective cash flow management also plays a critical role in household financial wellbeing by ensuring that income is used efficiently to cover recurring expenses, thus avoiding financial strain (Khashadourian, 2017). Additionally, household asset management involves the prudent acquisition, maintenance, and disposal of assets, ensuring that families can accumulate wealth over time and secure their financial future.\u003c/p\u003e\n\u003cp\u003eThe influence of household accounting practices on financial wellbeing is both direct and indirect. On a direct level, these practices allow households to track their income and expenses, which leads to better financial decision-making and reduces the risk of debt accumulation. When households engage in regular budgeting, for example, they are more likely to save and invest, which leads to a higher level of financial security (Nwoye \u0026amp; Aroh, 2023). On an indirect level, the practice of household accounting fosters financial discipline and a sense of control over one's financial situation (Nabilah et al., 2025). This, in turn, leads to improved financial confidence and reduced stress related to financial matters. In regions like Ebonyi State, where access to financial education and services may be limited, the adoption of basic household accounting practices could significantly improve the financial wellbeing of families. By adopting good financial practices, households can better weather economic hardships, manage their resources efficiently, and improve their overall financial wellbeing. Thus, the financial wellbeing of households is intricately linked to the practices they adopt to manage their finances. In Ebonyi State, where financial challenges are prevalent, the adoption of effective household accounting practices has the potential to improve household financial outcomes and overall quality of life.\u003c/p\u003e\n\u003cp\u003eIdeally, households effectively manage their financial resources through structured accounting practices, such as budgeting, emergency fund creation, cash flow management, and asset management. These practices ensure that families can meet their immediate and long-term financial obligations, maintain financial security, and accumulate wealth over time. Proper household accounting enables families to plan for the future, minimize the risk of financial distress, and provide for the well-being of their members (Adeniyi \u0026amp; Ojuye, 2021). In this context, households would have the financial discipline to avoid debt, save regularly, and invest wisely, thus enhancing their overall financial wellbeing. As a result, individuals and families would experience improved financial outcomes, greater peace of mind, and increased economic resilience, regardless of broader economic fluctuations.\u003c/p\u003e\n\u003cp\u003eHowever, many households in Ebonyi state lack the necessary financial literacy and tools to engage in proper household accounting practices. There is a general absence of structured financial planning, with families either spending impulsively or relying on informal financial systems that are often inefficient or unsustainable. Household budgeting is not commonly practiced, and many families do not set aside emergency funds for unforeseen circumstances. Cash flow management is poor, with income often spent without a clear allocation for savings or investment. Additionally, asset management practices are typically underdeveloped, resulting in missed opportunities for wealth creation. These challenges are further compounded by limited access to financial education and resources, which restricts the ability of households to adopt effective financial management strategies.\u003c/p\u003e\n\u003cp\u003eThe consequences of the actual situation are far-reaching and detrimental to the financial wellbeing of households in Ebonyi State. Without effective household accounting practices, many families are left vulnerable to economic shocks, such as medical emergencies, job losses, or fluctuations in income (Musdalifa \u0026amp; Mulawarman, 2019). The absence of an emergency fund forces households to resort to high-interest loans or to sell off valuable assets in times of crisis. Poor cash flow management leads to difficulties in covering essential expenses and accumulating savings, which perpetuates financial insecurity and dependency. Over time, this lack of financial planning contributes to a cycle of poverty, as families are unable to build wealth or make investments that would enhance their financial future. Ultimately, the absence of effective household accounting practices hinders the financial wellbeing of households, exacerbating poverty and limiting economic mobility in the state. This problem not only affects the quality of life for individuals and families but also has broader implications for the socio-economic development of Ebonyi State as a whole.\u003c/p\u003e\n\u003ch1\u003e1.1 Objective of the study\u003c/h1\u003e\n\u003cp\u003eThe main aim of the study is to examine effect of household accounting on the financial wellbeing of households in Ebonyi state. The specific objectives are as follows:\u003c/p\u003e\n\u003cp\u003e1. To ascertain the extent to which household budgeting affects the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003e2. To ascertain the degree to which household emergency fund creation affects the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003e3. To ascertain the extent to which household cashflow management affects the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003e4. To ascertain the degree to which household asset management affects the financial wellbeing of households in Ebonyi state.\u003c/p\u003e"},{"header":"2.0 Literature Review","content":"\u003ch1\u003e2.1 Conceptual Review\u003c/h1\u003e\n\u003ch1\u003e2.1.1 Household Accounting\u003c/h1\u003e\n\u003cp\u003eAfida et al. (2024) conceptualized household accounting to mean the systematic process of recording, analyzing, and managing the financial transactions of a household. Household accounting involves tracking income, expenses, assets, and liabilities to ensure that the household operates within its financial means and achieves its financial goals. In essence, household accounting is about maintaining financial discipline within the family unit (Nabilah et al., 2025). The practice provides a clear overview of the household\u0026rsquo;s financial health, helping members to make informed decisions regarding spending, saving, and investing. Household accounting can be formal or informal, depending on the methods and tools used, but its goal remains the same: to create an organized structure that allows families to manage their financial resources effectively.\u003c/p\u003e\n\u003cp\u003eEffective household accounting goes beyond merely keeping track of receipts and expenditures (Adeniyi \u0026amp; Ojuye, 2021). It involves categorizing and analyzing financial activities to identify patterns, potential savings, and areas of overspending (Damayanti \u0026amp; Kusumawati, 2021). By doing so, household accounting offers the ability to allocate resources more efficiently, avoid unnecessary debt, and plan for future financial goals such as purchasing a home, paying for education, or saving for retirement. Proper household accounting allows families to anticipate and prepare for upcoming financial obligations, thereby reducing the likelihood of financial stress or crisis. It is an essential practice in ensuring that a household lives within its means while striving for greater financial security and independence (Anggraeni et al., 2022).\u003c/p\u003e\n\u003cp\u003eIn modern contexts, household accounting is often facilitated by digital tools and software, making it easier for families to track their finances in real-time. These tools offer various features such as budgeting templates, expense trackers, and financial goal-setting options. However, even in the absence of technology, basic household accounting can still be performed manually using ledgers or simple spreadsheets. The practice is critical in today\u0026apos;s economic environment where households often face fluctuating incomes, inflation, and unexpected financial shocks (Nabilah et al., 2025). Household accounting is not just a matter of bookkeeping; it is an integral part of achieving financial stability, promoting savings, and enhancing the overall financial wellbeing of households.\u003c/p\u003e\n\u003ch1\u003e2.1.2 Household Budgeting\u003c/h1\u003e\n\u003cp\u003eHousehold budgeting refers to the process of planning and allocating household income towards various expenses, savings, and financial goals (Nwoye \u0026amp; Aroh, 2023). It is a critical tool in managing household finances and ensuring that expenditures do not exceed available resources. A household budget outlines the expected income for a specific period, typically monthly, and assigns specific amounts to different categories such as food, housing, utilities, education, and entertainment. The objective of budgeting is to create a clear financial plan that helps the household avoid overspending, accumulate savings, and reduce or eliminate debt (Di Maggio \u0026amp; Verde, 2023). In essence, household budgeting is about making intentional, informed decisions regarding money management, ensuring that all financial needs and wants are met within the confines of the household\u0026rsquo;s income.\u003c/p\u003e\n\u003cp\u003eBudgeting helps households prioritize their spending by distinguishing between essential and non-essential expenses. For example, a well-structured budget will allocate funds for critical needs like rent, groceries, and utilities before discretionary expenses such as entertainment or luxury items. This prioritization helps families maintain financial discipline and avoid unnecessary financial strain. Additionally, budgeting provides families with the flexibility to adjust their spending patterns based on changing circumstances, such as a drop in income or an increase in expenses (Nwoye \u0026amp; Aroh, 2023). By consistently following a budget, households can avoid debt accumulation, minimize financial stress, and improve their long-term financial health.\u003c/p\u003e\n\u003cp\u003eOne of the primary benefits of household budgeting is the ability to save. A good budget allows households to set aside a portion of their income for future goals, whether short-term, like purchasing a car, or long-term, like retirement planning. Furthermore, budgeting helps families identify areas where they can cut back on spending, thereby increasing their capacity to save or invest. While the act of budgeting may seem simple, it requires ongoing effort, discipline, and regular assessment to be effective. Households must be diligent in tracking their actual spending against the budgeted amounts, making adjustments as needed, and ensuring that they stay on course to meet their financial goals (Di Maggio \u0026amp; Verde, 2023).\u003c/p\u003e\n\u003cp\u003eIn today\u0026rsquo;s world, household budgeting has become easier with the advent of digital tools and mobile apps that allow users to create budgets, monitor spending, and make financial projections. These tools provide users with a more detailed understanding of their finances by tracking income and expenditure in real-time, offering hints into spending patterns, and suggesting cost-saving strategies. Despite the availability of these tools, many households, especially in developing economies, still struggle with budgeting due to a lack of financial literacy or the unpredictability of their income streams. Nonetheless, household budgeting remains one of the most effective strategies for achieving financial stability and ensuring that families are equipped to meet their financial obligations and future needs.\u003c/p\u003e\n\u003ch1\u003e2.1.3 Household Emergency Fund Creation\u003c/h1\u003e\n\u003cp\u003eHousehold emergency fund creation is the practice of setting aside a portion of a household\u0026rsquo;s income for unexpected financial needs or emergencies (Heo et al., 2024). This fund acts as a financial safety net that can be accessed in times of unforeseen crises such as medical emergencies, job loss, urgent home repairs, or other unexpected large expenses. The primary purpose of an emergency fund is to provide households with financial security during times of financial distress without having to rely on credit cards, loans, or selling assets. It offers a sense of security and peace of mind, knowing that there is a reserve of funds available for emergency situations, thus preventing families from falling into debt or experiencing severe financial hardship (Kamarudin et al., 2018).\u003c/p\u003e\n\u003cp\u003eThe amount that constitutes a sufficient emergency fund can vary depending on a household\u0026rsquo;s specific circumstances, such as the size of the family, monthly expenses, and income stability. Financial experts often recommend that households aim to save between three to six months\u0026apos; worth of living expenses in an emergency fund. However, this target may be adjusted based on individual situations. For example, households with more variable income may need to save a larger fund to account for potential income fluctuations. The key is that the emergency fund should be easily accessible, usually in a liquid form like a savings account, to ensure that it can be quickly drawn upon when necessary.\u003c/p\u003e\n\u003cp\u003eAn emergency fund offers numerous benefits beyond just financial security. It also helps reduce stress and anxiety associated with unforeseen financial shocks, providing individuals and families with the confidence to handle unexpected situations without resorting to high-interest borrowing or depleting long-term savings (Heo et al., 2024). For instance, without an emergency fund, a family might find themselves struggling to cover the cost of medical bills, leading them to take out loans or borrow from friends or family, which can create long-term financial strain. On the other hand, with a well-established emergency fund, the household can handle such situations without incurring debt, thus protecting their overall financial wellbeing (Kamarudin et al., 2018).\u003c/p\u003e\n\u003cp\u003eIn the context of Nigeria and many other developing economies, the importance of creating an emergency fund is heightened due to the volatility of the economy. Fluctuating incomes, rising inflation, and a lack of social safety nets make it especially crucial for families to have a financial cushion to rely on in times of crisis. Households in these regions often face significant economic uncertainty, and without an emergency fund, they are at risk of falling into deeper financial hardship during times of crisis. Consequently, encouraging the creation of emergency funds within households is an important step toward improving financial resilience and wellbeing (Heo et al., 2024). Despite the importance of emergency fund creation, many households may still struggle to build one due to low income levels, lack of financial literacy, or competing financial priorities. Nonetheless, even a modest emergency fund can go a long way in safeguarding a family\u0026rsquo;s financial future and enhancing their ability to navigate unforeseen challenges.\u003c/p\u003e\n\u003ch1\u003e2.1.4 Household Cashflow Management\u003c/h1\u003e\n\u003cp\u003eHousehold cashflow management refers to the process of monitoring, controlling, and planning the inflows and outflows of money within a household over a specific period, usually on a monthly or annual basis (Khashadourian, 2017). It involves ensuring that the household\u0026apos;s income is effectively utilized to cover all expenses, with an emphasis on balancing income and expenditures in a way that avoids deficits and maximizes savings. Managing household cashflow is not merely about keeping track of how much money is coming in and going out but also about making strategic decisions that align with long-term financial goals (Lee \u0026amp; Yang, 2014). Cashflow management ensures that a household has sufficient liquidity to meet immediate financial obligations while also creating opportunities for saving, investing, and preparing for future needs.\u003c/p\u003e\n\u003cp\u003eA key aspect of household cashflow management is the ability to project income and expenses accurately. By predicting cash inflows (such as salaries, business income, or other sources) and categorizing regular and irregular expenses (such as rent, utilities, groceries, debt repayments, and savings), a household can anticipate periods of financial strain and take corrective measures in advance. For instance, if there are seasonal variations in income or expenditure, proper cashflow management can help ensure that resources are allocated in such a way that the household can weather these fluctuations. Additionally, effective cashflow management involves the prioritization of spending to ensure that essential needs are met first, and savings or investments are not neglected in favor of discretionary spending (Khashadourian, 2017).\u003c/p\u003e\n\u003cp\u003eFurthermore, cashflow management goes hand in hand with budgeting and forecasting, two tools that help households make more informed financial decisions (Khashadourian, 2017). By creating a detailed financial plan, households can see where money is being spent and identify areas where they can reduce costs or reallocate resources (Lee \u0026amp; Yang, 2014). This form of proactive management helps prevent overspending and enables households to avoid financial crises, such as running into debt or defaulting on bills. Household cashflow management also plays a crucial role in ensuring financial resilience, particularly in times of economic volatility or uncertainty, when income may become irregular, or costs may unexpectedly rise. Through effective cashflow management, households can ensure they have enough resources to cover their immediate needs and still build financial security for the future.\u003c/p\u003e\n\u003ch1\u003e2.1.5 Household Asset Management\u003c/h1\u003e\n\u003cp\u003eHousehold asset management refers to the process by which a household acquires, maintains, and utilizes its assets to achieve both short-term and long-term financial objectives (De Moor \u0026amp; Zuijderduijn, 2013). These assets can range from tangible items like real estate, vehicles, and valuables to intangible assets such as stocks, bonds, and retirement accounts. The practice of asset management is concerned not just with acquiring assets but with managing them in a way that enhances the household\u0026apos;s financial position and supports its overall financial wellbeing. Household asset management involves careful decision-making regarding which assets to invest in, how to maintain or improve their value, and how to leverage them to generate income or appreciate over time (Barrett et al., 2013).\u003c/p\u003e\n\u003cp\u003eThe importance of asset management lies in its ability to provide households with the means to build wealth and secure financial stability (De Moor \u0026amp; Zuijderduijn, 2013). For example, real estate can serve as an appreciating asset that contributes to a household\u0026apos;s net worth, while investments in stocks or bonds can provide passive income streams. The goal of asset management is not just to accumulate assets but to optimize their use, ensuring that they serve a purpose in the household\u0026apos;s broader financial strategy. A well-structured asset management plan involves regular assessments of existing assets, considering factors such as their current value, potential for growth, and the degree to which they are contributing to the household\u0026apos;s financial goals.\u003c/p\u003e\n\u003cp\u003eEffective asset management also involves risk management, as different assets come with varying degrees of risk. For example, real estate may be relatively stable, but the stock market carries higher risks of volatility. The household must balance risk and return when making decisions about which assets to hold, buy, or sell (Fang, 2024). Diversification is another crucial aspect of asset management, as spreading assets across different sectors or types of investments can reduce the overall risk while potentially increasing returns. Household asset management is a dynamic process that requires ongoing monitoring and adjustment to ensure that the assets continue to align with the household\u0026rsquo;s evolving financial needs and objectives (De Moor \u0026amp; Zuijderduijn, 2013). For households in emerging markets like Nigeria, where financial resources may be limited and economic conditions can be unpredictable, careful asset management becomes even more critical to ensure long-term financial security.\u003c/p\u003e\n\u003ch1\u003e2.1.6 Financial Wellbeing of Household\u003c/h1\u003e\n\u003cp\u003eThe financial wellbeing of a household refers to the state of having sufficient financial resources to meet the household\u0026rsquo;s needs and achieve its financial goals without undue stress or hardship (Lu et al., 2024). It is a holistic concept that encompasses both objective factors\u0026mdash;such as income, savings, investments, and assets\u0026mdash;and subjective factors, including financial security, satisfaction with one\u0026apos;s financial situation, and the ability to make financial decisions with confidence (Hamida et al., 2023; Gao, 2024). Financial wellbeing goes beyond simply being able to pay bills or meet short-term obligations; it reflects the household\u0026rsquo;s capacity to handle financial challenges, plan for future needs, and enjoy a sense of financial stability and peace of mind.\u003c/p\u003e\n\u003cp\u003eOne of the key elements of financial wellbeing is the ability to cover basic living expenses, including food, housing, healthcare, and education, while maintaining a reasonable standard of living (Kyokunda et al., 2023). Financial wellbeing also entails having the resources to address unexpected emergencies, such as health crises, job loss, or major home repairs, without falling into debt or resorting to high-interest loans. Furthermore, a household that is financially well-off is able to set aside savings and investments for future needs, such as retirement, children\u0026rsquo;s education, or long-term healthcare. The ability to accumulate wealth and grow assets over time is central to financial wellbeing, as it provides households with both security and the ability to take advantage of opportunities as they arise (Lu et al., 2024).\u003c/p\u003e\n\u003cp\u003eHowever, financial wellbeing is not solely determined by the amount of money a household earns. It is also deeply connected to how money is managed, including the adoption of good financial practices such as budgeting, saving, and investing. Financial wellbeing involves the household\u0026apos;s ability to plan ahead, avoid excessive debt, and make prudent financial decisions that will benefit them in the future. It also encompasses a psychological dimension, as the sense of financial wellbeing is often linked to one\u0026rsquo;s confidence in managing money and the absence of financial stress (Gao, 2024). For households in regions like Ebonyi State, where economic volatility, inflation, and fluctuating income sources are common, achieving financial wellbeing can be challenging. However, by engaging in effective financial practices, households can improve their financial situation, reduce anxiety, and work toward a more secure financial future. Thus, financial wellbeing is not just about having enough money in the present; it is about creating a sustainable and secure financial foundation for the future.\u003c/p\u003e\n\u003ch1\u003e2.2 Theoretical Framework and Development of Research Hypothesis\u003c/h1\u003e\n\u003cp\u003eThe study is anchored on Life Cycle Hypothesis (LCH) which was introduced by the economists Franco Modigliani and Richard Brumberg in the 1950s (Martini \u0026amp; Spataro, 2022). Modigliani, who was awarded the Nobel Prize in Economics in 1985, developed this theory as a way to understand how individuals and households plan their consumption and saving behaviors over the course of their lives. The hypothesis was initially proposed in their 1954 paper, and it revolutionized the way economists understood personal finance, particularly regarding saving patterns and wealth accumulation (Legros, 2006). The theory is rooted in the assumption that individuals aim to smooth their consumption throughout their lives, balancing periods of earning with periods of retirement, to maintain a stable standard of living.\u003c/p\u003e\n\u003cp\u003eThe main postulations of the Life Cycle Hypothesis revolve around the idea that individuals and households plan their financial activities, including consumption and saving, over their entire life span (Martini \u0026amp; Spataro, 2022). According to the theory, people save money during their working years to support consumption in their retirement years when their income typically decreases (Hayes, 2024). The theory suggests that rather than saving for short-term goals, households allocate their resources over the long term, aiming to avoid substantial changes in their standard of living as their income fluctuates. The model assumes that individuals make rational decisions about saving and consumption, with the goal of smoothing consumption over their life cycle, especially to ensure a stable income during retirement. A key component of the LCH is the notion that individuals are forward-thinking and base their financial decisions on expected future income rather than focusing solely on current earnings.\u003c/p\u003e\n\u003cp\u003eThe Life Cycle Hypothesis is relevant to the study of household accounting practices and financial wellbeing in Ebonyi State because it provides a framework for understanding how households plan their finances over time. Based on the tenets of the theory, researchers can explain why households engage in savings, budgeting, and investment strategies\u0026mdash;practices that are crucial for ensuring financial wellbeing. By adopting household accounting practices such as budgeting, managing cash flow, and creating emergency funds, households in Ebonyi State can align their short-term financial decisions with long-term goals, ensuring that they are prepared for future income fluctuations, emergencies, or retirement. The Life Cycle Hypothesis underscores the importance of planning ahead, which is essential for financial security, and supports the argument that sound household accounting practices play a vital role in achieving sustained financial wellbeing. Through this theoretical lens, the study can analyze how effective financial planning and resource management impact the long-term financial stability of households in the region. On the above basis, the following four hypotheses were raised:\u003c/p\u003e\n\u003cp\u003eHa1. Household budgeting significantly enhances the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003eHa2. Household emergency fund creation positively contributes to the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003eHa3. Household cashflow management significantly enhances the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003cp\u003eHa4. Household asset management positively contributes to the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n\u003ch1\u003e2.3 Synthetic Review of Existing Empirical Findings\u003c/h1\u003e\n\u003cp\u003eThe empirical literature on household accounting and financial well-being highlights several key themes, including budgeting, financial literacy, asset accumulation, and cash flow management. Studies such as Afida et al. (2024) and Masrunik et al. (2024) emphasize the role of budgeting in achieving financial stability. The former found that millennial Muslim mothers in Indonesia use cash flow recording and budgeting to enhance financial stability, though barriers like financial literacy limitations and time constraints exist. Similarly, Masrunik et al. (2024) observed that housewives in Blitar City engage in monthly financial planning, leveraging past financial records to optimize decision-making. The study by Nwoye and Aroh (2023) supports these findings, demonstrating that periodic savings and steady income generation positively impact household financial independence, while regular expenses have a negative effect. These studies collectively suggest that structured budgeting practices can significantly improve financial well-being, particularly when combined with strategic financial planning.\u003c/p\u003e\n\u003cp\u003eAnother critical aspect of household accounting is the creation of emergency funds and financial literacy. Kuutol et al. (2024) found that financial literacy and financial information consumption play a pivotal role in enhancing financial well-being in rural Ghana, reinforcing Mishra\u0026rsquo;s (2022) findings that financial attitude and behavior are stronger predictors of financial well-being than mere financial knowledge. This aligns with the conclusions of Adeniyi and Ojuye (2021), who found that while factors such as gender and education level did not significantly influence household accounting practices, geographical location did. Similarly, Ramadhani et al. (2021) provided a gender-based perspective, highlighting that financial sustainability among migrant worker families is influenced by ethical work principles, spending moderation, and financial transparency. These findings underscore the importance of financial literacy and structured financial management in ensuring household resilience, particularly during financial crises.\u003c/p\u003e\n\u003cp\u003eHousehold cash flow management and financial inclusion are also integral to financial well-being. Chipunza and Fanta (2024) demonstrated that financial inclusion facilitates asset accumulation and subjective well-being (SWB) through formal financial engagement, supporting the argument that improved cash flow management leads to greater financial security. Jantsch et al. (2024) further emphasize that financial assets have a stronger positive impact on SWB than real assets, while unsecured debt negatively affects well-being. These findings complement those of Alias et al. (2021), who found that expenditure patterns, particularly on housing and utilities, play a crucial role in household financial stability. Similarly, Ramlugun et al. (2016) confirmed that financial planning, budgeting, and record-keeping significantly contribute to financial well-being. These studies collectively highlight that structured financial management practices, including access to financial services and informed spending, enhance overall household well-being.\u003c/p\u003e\n\u003cp\u003eFinally, asset management and its impact on financial well-being have been extensively studied. Chipunza and Fanta (2024) established that asset accumulation through formal financial systems leads to improved financial security, while Jantsch et al. (2024) found that proportional increases in financial assets yield higher returns in well-being than equivalent increases in real assets. This finding aligns with the work of Ben-Caleb et al. (2023), who demonstrated that personal budgeting among tertiary institution staff in Nigeria significantly enhances financial stability by reducing financial stress. Similarly, the research by Ogori et al. (2013) on low-income earners highlights the role of budgeting in improving living standards despite barriers to adoption. Collectively, these studies suggest that effective asset management, particularly through financial planning and investment, is essential for enhancing household financial well-being. The literature thus underscores the need for improved financial literacy, structured budgeting, emergency fund creation, and asset accumulation strategies to promote financial stability in households.\u003c/p\u003e\n\u003ch1\u003e2.4 Gap in Literature\u0026nbsp;\u003c/h1\u003e\n\u003cp\u003eDespite extensive research on household accounting and financial well-being (Afida et al., 2024; Chipunza \u0026amp; Fanta, 2024; Jantsch et al., 2024; Kuutol et al., 2024; Nwoye \u0026amp; Aroh, 2023; Ben-Caleb et al., 2023; Mishra, 2022), gaps remain in understanding its impact within specific regional and socioeconomic contexts. Existing studies primarily focus on financial literacy, budgeting, asset accumulation, and subjective well-being, often in developed economies or broader national settings. However, little research has explored how specific household accounting practices\u0026mdash;such as budgeting, emergency fund creation, cash flow management, and asset management\u0026mdash;directly influence financial well-being at the household level within Ebonyi State, Nigeria. The unique economic and cultural dynamics of Ebonyi households, particularly in relation to financial resilience, saving habits, and decision-making structures, remain underexplored. Therefore, this study aims to bridge this gap by examining the effects of these household accounting components on financial well-being in Ebonyi State.\u003c/p\u003e"},{"header":"3.0 Methodology","content":"\u003cp\u003eThis study employs a descriptive survey research design, which is suitable for systematically gathering data from a specified population to examine the relationship between household accounting practices and financial well-being. The descriptive survey method was utilized to obtain data from respondents, emphasizing the present state of the subject under investigation. This approach is designed to provide an account of existing conditions or variables within a particular setting (Ilodilibe et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Nworie et al., \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e \u003cp\u003eThe target population of this study comprises all households in Ebonyi State. However, due to the absence of an up-to-date population census, the precise number of households is not available in any authoritative report. As a result, the study assumes an infinite population of households in Ebonyi State. The study determined the sample size using Cochran\u0026rsquo;s formula for sample size determination:\u003cdiv id=\"Equa\" class=\"Equation\"\u003e\u003cdiv format=\"TEX\" class=\"mathdisplay\" id=\"FileID_Equa\" name=\"EquationSource\"\u003e\n$$\\:{n}_{0}=\\:\\frac{{z}^{2}pq}{{e}^{2}}$$\u003c/div\u003e\u003c/div\u003e\u003c/p\u003e \u003cp\u003eWhere:\u003c/p\u003e \u003cp\u003en\u003csub\u003e0\u003c/sub\u003e\u0026thinsp;=\u0026thinsp;Sample size\u003c/p\u003e \u003cp\u003ee\u0026thinsp;=\u0026thinsp;Desired level of precision (margin of error)\u003c/p\u003e \u003cp\u003ep\u0026thinsp;=\u0026thinsp;Estimated proportion of the population possessing the attribute of interest\u003c/p\u003e \u003cp\u003eq\u0026thinsp;=\u0026thinsp;1 - p\u003c/p\u003e \u003cp\u003ez\u0026thinsp;=\u0026thinsp;Standard normal variate for a 95% confidence level (1.96)\u003c/p\u003e \u003cp\u003eAssuming 80% of the households in Ebonyi ought to be included in the sample to arrive at a representative sample, at p\u0026thinsp;=\u0026thinsp;.80 at 95% confidence interval, e\u0026thinsp;=\u0026thinsp;.05, then q will be 0.20 while Z\u0026thinsp;=\u0026thinsp;1.96.\u003c/p\u003e \u003cp\u003eHence,\u003c/p\u003e \u003cp\u003en = \u003cspan class=\"InlineEquation\"\u003e\u003cspan class=\"mathinline\"\u003e\\(\\:\\frac{{\\left(1.96\\right)}^{2}\\:X\\:0.8\\:X\\:0.2}{{\\left(0.05\\right)}^{2}}\\)\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e \u003cp\u003eSample size\u0026thinsp;=\u0026thinsp;246 households.\u003c/p\u003e \u003cp\u003eStratified sampling was employed in this study to ensure a fair representation of households across the three senatorial districts of Ebonyi State. A total of 246 households were selected, with 82 households sampled from Ebonyi South, 82 from Ebonyi Central, and 82 from Ebonyi North. This approach allowed for a balanced distribution of respondents, ensuring that the findings accurately reflect the financial well-being of households across different regions of the state.\u003c/p\u003e \u003cp\u003eThe research employed a survey method for data collection. This approach facilitated the collection of primary data directly from household representatives, ensuring accuracy and reliability in capturing their accounting practices and financial well-being. Primary data was collected using structured questionnaires administered to selected households in Ebonyi State. The questionnaire was designed to obtain first-hand information efficiently while ensuring respondent confidentiality. It utilized a 5-point Likert scale ranging from \"Very High Extent\" to \"No Extent\" to facilitate structured responses.\u003c/p\u003e \u003cp\u003eThe validity of the research instrument was ensured through expert reviews. The questionnaire underwent face and content validity checks by professionals in the field to ensure clarity, relevance, and consistency. Cronbach\u0026rsquo;s alpha was used to test reliability, with the study achieving an overall alpha value of 0.966, which exceeds the recommended threshold of 0.7 (Field, 2005). This demonstrates high internal consistency and reliability.\u003c/p\u003e \u003cp\u003eData collected through the questionnaire were analyzed using descriptive and inferential statistics. Frequency distributions were used to summarize responses. To test the study\u0026rsquo;s hypotheses on the effect of household accounting practices on financial well-being, ordinal regression analysis was conducted using Eviews 10. This technique was selected to evaluate the extent to which the proxies of the independent variable (household budgeting, emergency fund creation, cash flow management, and asset management) contribute to the dependent variable (financial well-being). The justification for the choice of ordinal regression was because the data collected were ranked in a scale of 5 points. Hypothesis tests were performed at a 5% significance level. The null hypothesis was rejected if the p-value was less than 0.05, indicating statistical significance. Conversely, if the p-value exceeded 0.05, the null hypothesis was accepted. The regression model estimated is as shown below:\u003c/p\u003e \u003cp\u003e \u003cspan class=\"InlineEquation\"\u003e \u003cspan class=\"mathinline\"\u003e\\(\\:log\\left[\\frac{P\\left(FW\\le\\:j\\right)}{P\\left(FW\u0026gt;j\\right)}\\right]={\\alpha\\:}_{j}+\\:{\\beta\\:}_{1}HB+\\:{\\beta\\:}_{2}HEF\\:+\\:{\\beta\\:}_{3}HCM+\\:{\\beta\\:}_{4}HAM\\:+\\:\\epsilon\\:\\)\u003c/span\u003e \u003c/span\u003e _________________eqi\u003c/p\u003e \u003cp\u003eWhere:\u003c/p\u003e \u003cp\u003eP(FW\u0026thinsp;\u0026le;\u0026thinsp;j)\u0026thinsp;=\u0026thinsp;Cumulative probability that financial well-being (FW) is at most category j\u003c/p\u003e \u003cp\u003eP(FW\u0026thinsp;\u0026gt;\u0026thinsp;j)\u0026thinsp;=\u0026thinsp;Probability that financial well-being is above category j\u003c/p\u003e \u003cp\u003e \u003cspan class=\"InlineEquation\"\u003e \u003cspan class=\"mathinline\"\u003e\\(\\:\\alpha\\:\\)\u003c/span\u003e \u003c/span\u003ej\u0026thinsp;=\u0026thinsp;Threshold (cut-off) for category j, which differs for each level of FW\u003c/p\u003e \u003cp\u003eHB\u0026thinsp;=\u0026thinsp;Household Budgeting\u003c/p\u003e \u003cp\u003eHEF\u0026thinsp;=\u0026thinsp;Household Emergency Fund creation\u003c/p\u003e \u003cp\u003eHCM\u0026thinsp;=\u0026thinsp;Household Cash Flow Management\u003c/p\u003e \u003cp\u003eHAM\u0026thinsp;=\u0026thinsp;Household Asset Management\u003c/p\u003e \u003cp\u003eβ1,β2,β3,β4\u0026thinsp;=\u0026thinsp;Coefficients of independent variables (negative sign indicates higher values shift probability to higher categories)\u003c/p\u003e"},{"header":"4.0 Data Analysis","content":"\u003cdiv id=\"Sec15\" class=\"Section2\"\u003e\n \u003ch2\u003e4.1 Analysis of Research Questions\u003c/h2\u003e\n \u003cp\u003eIn Table \u003cspan class=\"InternalRef\"\u003e4.1\u003c/span\u003e, which provides an analysis of research questions related to household financial practices, we can interpret the responses based on the frequencies reported for each statement. The responses are categorized into five levels: \u003cstrong\u003eNo Extent (NE)\u003c/strong\u003e, \u003cstrong\u003eVery Low Extent (VLE)\u003c/strong\u003e, \u003cstrong\u003eLow Extent (LE)\u003c/strong\u003e, \u003cstrong\u003eHigh Extent (HE)\u003c/strong\u003e, and\u0026nbsp;\u003cstrong\u003eVery High Extent (VHE)\u003c/strong\u003e, which reflect how strongly respondents agree with various household accounting practices and their impact on financial wellbeing.\u003c/p\u003e\n \u003cdiv class=\"gridtable\"\u003e\u0026nbsp;\u003ctable id=\"Tab1\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 4.1\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eAnalysis of Research Questions\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eS/N\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eHousehold Budgeting\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eNE\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eVLE\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eLE\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eHE\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eVHE\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household consistently prepare a household budget to manage my income and expenses effectively.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e11\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e0\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e95\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e137\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eBudgeting helps my household track and control unnecessary spending in my household.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e108\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e124\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eBudgeting helps my household prioritize essential expenses over non-essential ones.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e100\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e130\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household review and adjust my household budget regularly to reflect financial changes.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e21\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e107\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e108\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\u0026nbsp;\u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHousehold Emergency Fund Creation\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eNE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household have a dedicated emergency fund to handle unexpected financial needs.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e13\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e111\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e114\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eHousehold emergency savings reduce financial stress during unforeseen circumstances.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e16\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e109\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e113\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e7\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCreating an emergency fund has prevented my household from borrowing during emergencies.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e105\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e125\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household\u0026rsquo;s financial security has improved due to the availability of an emergency fund.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e27\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e102\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\u0026nbsp;\u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHousehold Cash Flow Management\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eNE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e9\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eWe regularly monitor our household income and expenses to maintain a positive cash flow.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e120\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e100\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eProper cash flow management helps my household avoid financial difficulties.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e19\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e116\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e104\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e11\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEffective cash flow management allows my household to meet my financial obligations on time.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e9\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e119\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e12\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCash flow management helps me allocate funds for both savings and investment.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e24\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e105\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\u0026nbsp;\u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHousehold Asset Management\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eNE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e13\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eWe actively manage my household assets to ensure they retain their value.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e116\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e105\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e14\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEffective asset management has contributed to my household\u0026apos;s long-term financial stability.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e114\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e108\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e15\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household assets generate financial benefits that support our overall well-being.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e124\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e16\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eI regularly assess the condition and value of my household assets to prevent depreciation.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e11\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e114\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\u0026nbsp;\u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eFinancial Wellbeing of Households\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eNE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eLE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eVHE\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household can comfortably afford my basic household expenses (e.g., food, rent, utilities) without financial stress.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e119\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e102\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e18\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household have sufficient savings to cover unexpected expenses, such as medical emergencies or urgent repairs.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e18\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e111\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e108\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e19\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household income is stable and sufficient to meet both short-term and long-term financial needs.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e105\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e131\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e20\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMy household is able to pay off my debts or financial obligations without difficulty.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e26\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e104\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e110\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003ctfoot\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"7\"\u003eSource: Survey Findings (2025)\u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tfoot\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n \u003cp\u003eThe frequency table presents data on various aspects of household financial wellbeing, including budgeting, emergency fund creation, cash flow management, asset management, and overall financial wellbeing. Each item was assessed using a five-point Likert scale ranging from \u0026quot;No Extent\u0026quot; (NE) to \u0026quot;Very High Extent\u0026quot; (VHE), allowing us to understand the degree to which households engage in these financial practices.\u003c/p\u003e\n \u003cp\u003eRegarding \u003cstrong\u003ehousehold budgeting\u003c/strong\u003e, responses indicate a strong commitment to financial planning. For instance, 95 respondents stated that they manage their income and expenses effectively to a high extent, while 137 confirmed doing so to a very high extent. This suggests that a significant majority of households actively engage in budgeting. Similarly, budgeting plays a crucial role in controlling unnecessary spending, as 108 respondents indicated a high extent and 124 a very high extent of agreement. Furthermore, 100 respondents reported that budgeting helps them prioritize essential expenses to a high extent, while 130 confirmed this to a very high extent. Regular review and adjustment of budgets were also evident, with 107 and 108 respondents acknowledging a high and very high extent, respectively. However, a small group (21 respondents) admitted doing so only to a low extent, indicating that some households may need to improve in this area.\u003c/p\u003e\n \u003cp\u003eIn the domain of \u003cstrong\u003ehousehold emergency fund creation\u003c/strong\u003e, the data shows that most households recognize the importance of having emergency savings. A majority, with 111 and 114 respondents, confirmed having a dedicated emergency fund to a high and very high extent, respectively. Emergency savings were also seen as effective in reducing financial stress, with 109 respondents acknowledging this to a high extent and 113 to a very high extent. Additionally, avoiding borrowing during emergencies was a common advantage, as 105 and 125 respondents agreed to a high and very high extent, respectively. However, financial security due to emergency fund availability saw slightly lower agreement levels, with 102 respondents affirming this to a very high extent, while 27 reported experiencing this benefit only to a low extent. This suggests that while emergency funds are generally helpful, their impact on financial security may vary across households.\u003c/p\u003e\n \u003cp\u003eFor \u003cstrong\u003ehousehold cash flow management\u003c/strong\u003e, the data suggests that a majority of households actively monitor their income and expenses to maintain a positive cash flow. Specifically, 120 respondents indicated a high extent of regular monitoring, while 100 confirmed doing so to a very high extent. Proper cash flow management was seen as a means to avoid financial difficulties, with 116 respondents acknowledging this to a high extent and 104 to a very high extent. Meeting financial obligations on time was another strong outcome, as 110 and 119 respondents reported a high and very high extent of effectiveness, respectively. Additionally, allocating funds for both savings and investment was widely practiced, with 110 respondents agreeing to a high extent and 105 to a very high extent, though 24 respondents stated doing so only to a low extent, highlighting some variations in financial discipline.\u003c/p\u003e\n \u003cp\u003eConcerning \u003cstrong\u003ehousehold asset management\u003c/strong\u003e, responses indicate active engagement in asset oversight. A significant number of respondents (116 at a high extent and 105 at a very high extent) reported managing their household assets to retain value. Similarly, long-term financial stability through asset management was widely recognized, with 114 respondents acknowledging this to a high extent and 108 to a very high extent. Households also confirmed that their assets generate financial benefits, with 110 and 124 respondents agreeing to a high and very high extent, respectively. However, regular assessment of asset condition saw slightly lower agreement levels, with 110 respondents reporting a high extent and 114 a very high extent, but 10 respondents acknowledging only a low extent, indicating room for improvement in proactive asset evaluation.\u003c/p\u003e\n \u003cp\u003eFinally, the table provides hints into the \u003cstrong\u003eoverall financial wellbeing of households\u003c/strong\u003e. A large proportion of respondents (119 to a high extent and 102 to a very high extent) confirmed that they can comfortably afford their basic expenses without financial stress. The ability to cover unexpected expenses was also affirmed, with 111 respondents acknowledging this to a high extent and 108 to a very high extent. Household income stability was strongly reported, with 105 respondents confirming a high extent and 131 a very high extent. However, debt repayment saw slightly lower agreement, with 104 respondents stating they can manage debts to a high extent and 110 to a very high extent, while 26 reported doing so only to a low extent. This suggests that while most households maintain financial stability, some may still struggle with financial obligations.\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec16\" class=\"Section2\"\u003e\n \u003ch2\u003e4.2 Test of Hypotheses\u003c/h2\u003e\n \u003cp\u003eTable \u003cspan class=\"InternalRef\"\u003e4.2\u003c/span\u003e below shows the result of the regression analysis.\u003c/p\u003e\n \u003cp\u003e\u003cimg 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\" width=\"725\" height=\"423\"\u003e\u003c/p\u003e\n \u003cp\u003eThe results of the regression analysis presented in Table \u003cspan class=\"InternalRef\"\u003e4.2\u003c/span\u003e indicate the effect of household financial management practices\u0026mdash;household budgeting, emergency fund creation, cash flow management, and asset management\u0026mdash;on household financial wellbeing. The model was estimated using the Maximum Likelihood (ML) Ordered Logit method, and the validity of the model is assessed through the Pseudo R-squared value and Likelihood Ratio (LR) statistic.\u003c/p\u003e\n \u003cp\u003eThe Pseudo R-squared value of 0.742256 suggests that approximately 74.2% of the variation in household financial wellbeing is explained by the included financial management variables. This indicates a strong explanatory power of the model. Furthermore, the probability of the LR statistic is 0.000000, which is statistically significant at p\u0026thinsp;\u0026lt;\u0026thinsp;0.05, confirming that the overall model is valid and that the independent variables jointly contribute to explaining variations in household financial wellbeing.\u003c/p\u003e\n \u003cdiv id=\"Sec17\" class=\"Section3\"\u003e\n \u003ch2\u003e4.2.1 Test of Hypothesis I\u003c/h2\u003e\n \u003cp\u003eHa1. Household budgeting significantly enhances the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n \u003cp\u003eThe coefficient of 0.546234 suggests that for every unit increase in household budgeting, household financial wellbeing increases by approximately 0.55 units, holding other factors constant. This means that better household budgeting practices enhance financial wellbeing by a marginal amount. Since the p-value is 0.0056, which is less than 0.05, the effect is statistically significant. Therefore, the alternate hypothesis was accepted that household budgeting has a positive and significant effect on the financial wellbeing of households in Ebonyi state (\u0026beta;\u0026thinsp;=\u0026thinsp;0.546234, p\u0026thinsp;=\u0026thinsp;0.0056).\u003c/p\u003e\n \u003c/div\u003e\n \u003cdiv id=\"Sec18\" class=\"Section3\"\u003e\n \u003ch2\u003e4.2.2 Test of Hypothesis II\u003c/h2\u003e\n \u003cp\u003eHa2. Household emergency fund creation positively contributes to the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n \u003cp\u003eThe coefficient of 2.126290 indicates that for every unit increase in household emergency fund creation, financial wellbeing improves by 2.13 units. This suggests that establishing and maintaining emergency funds greatly enhances financial wellbeing by providing financial security and stability. The p-value of 0.0008, which is below 0.05, confirms the significance of this effect. Thus, the alternate hypothesis was accepted that household emergency fund creation has a positive and significant effect on financial wellbeing of households in Ebonyi state (\u0026beta;\u0026thinsp;=\u0026thinsp;2.126290, p\u0026thinsp;=\u0026thinsp;0.0008).\u003c/p\u003e\n \u003c/div\u003e\n \u003cdiv id=\"Sec19\" class=\"Section3\"\u003e\n \u003ch2\u003e4.2.3 Test of Hypothesis III\u003c/h2\u003e\n \u003cp\u003eHa3. Household cashflow management significantly enhances the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n \u003cp\u003eThe coefficient of 3.035102 suggests that an increase in effective cash flow management leads to a 3.04-unit improvement in household financial wellbeing. This substantial effect indicates that monitoring income and expenses, ensuring positive cash flow, and managing liquidity significantly enhance financial wellbeing. Given the p-value of 0.0000, which is highly significant, this effect is statistically supported at the 5% level. Therefore, the alternate hypothesis was accepted that household cash flow management has a positive and significant effect on financial wellbeing of households in Ebonyi state (\u0026beta;\u0026thinsp;=\u0026thinsp;3.035102, p\u0026thinsp;=\u0026thinsp;0.0000).\u003c/p\u003e\n \u003c/div\u003e\n \u003cdiv id=\"Sec20\" class=\"Section3\"\u003e\n \u003ch2\u003e4.2.4 Test of Hypothesis IV\u003c/h2\u003e\n \u003cp\u003eHa4. Household asset management positively contributes to the financial wellbeing of households in Ebonyi state.\u003c/p\u003e\n \u003cp\u003eThe coefficient of 1.290833 implies that a unit increase in household asset management increases financial wellbeing by approximately 1.29 units. This indicates that actively managing household assets\u0026mdash;such as investments, savings, and durable goods\u0026mdash;contributes to financial stability and long-term wellbeing. The p-value of 0.0145, which is below 0.05, confirms the significance of this effect. Thus, the alternate hypothesis was accepted that household asset management has a positive and significant effect on financial wellbeing of households in Ebonyi state (\u0026beta;\u0026thinsp;=\u0026thinsp;1.290833, p\u0026thinsp;=\u0026thinsp;0.0145).\u003c/p\u003e\n \u003c/div\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec21\" class=\"Section2\"\u003e\n \u003ch2\u003e4.3 Discussion of Findings\u003c/h2\u003e\n \u003cp\u003eThe finding that household budgeting has a positive and significant effect on the financial well-being of households in Ebonyi State can be explained by the role of structured financial planning in ensuring economic stability. Budgeting enables households to allocate income effectively, manage expenditures, and plan for future financial needs, thereby reducing financial stress and promoting savings. When households adhere to a structured budget, they can minimize unnecessary expenses and optimize their financial resources, which contributes to overall financial well-being. The presence of a significant effect underscores the importance of financial discipline in maintaining long-term economic stability. Several studies support this finding. Afida, Jumarni, and Hasni (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) found that recording cash flow and budgeting contribute to greater financial stability among millennial Muslim mothers, reinforcing the argument that structured financial management improves household financial well-being. Nwoye and Aroh (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e) similarly established that periodic savings and steady income generation significantly enhance household economic self-sufficiency, further validating the role of budgeting in financial well-being. Additionally, Ben-Caleb et al. (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e) observed that personal budgeting significantly reduces financial stress and enhances financial stability among tertiary institution staff, emphasizing that changes in spending habits and budgeting practices are crucial for financial well-being. Ramadhani, Purwanti, and Mulawarman (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e) also highlighted that careful financial management, which includes budgeting, plays a vital role in ensuring financial sustainability and stability in households.\u003c/p\u003e\n \u003cp\u003eThe finding that household emergency fund creation has a positive and significant effect on financial well-being is supported by the role of financial preparedness in mitigating unexpected financial shocks. Emergency funds provide a financial buffer that helps households navigate crises such as medical emergencies, job loss, or economic downturns without falling into debt or financial distress. This ensures that households maintain financial stability even in uncertain situations, thereby improving overall financial well-being. Empirical studies affirm this conclusion. Jantsch, Le Blanc, and Schmidt (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) found that financial assets contribute significantly to subjective well-being (SWB), as they provide financial security in times of need. Their study demonstrated that a proportionate rise in financial assets yields a greater increase in SWB, indicating the importance of emergency funds in maintaining financial stability. Similarly, Kuutol, Mbonigaba, and Garidzirai (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) highlighted that financial literacy encourages financial information consumption, which in turn enhances financial well-being by promoting savings and emergency fund creation. Mishra (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e) also found that financial behavior, including savings habits, significantly predicts financial well-being, reinforcing the argument that emergency fund creation positively affects household finances. Moreover, Alias et al. (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e) emphasized that income and financial management strategies, including emergency savings, play a crucial role in sustaining financial stability across different income groups.\u003c/p\u003e\n \u003cp\u003eHousehold cash flow management having a positive and significant effect on financial well-being can be attributed to the importance of effectively tracking income and expenses. Proper cash flow management ensures that households can cover their recurring expenses while maintaining a stable financial position. Households that manage their cash flow efficiently can avoid financial shortfalls, minimize reliance on debt, and plan for future financial goals, all of which contribute to financial well-being. Several studies support this finding. Afida, Jumarni, and Hasni (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) found that tracking cash flow and budgeting contribute to financial stability, reinforcing the importance of cash flow management in financial well-being. Masrunik et al. (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) observed that monthly financial planning based on past records helps families in Blitar City make informed financial decisions, reducing financial stress and enhancing economic stability. Anggraeni et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e) found that maintaining monthly financial records and adhering to Islamic financial management principles, which emphasize prudent financial management, positively impact household finances. Additionally, Ramlugun, Ramdhony, and Poornima (\u003cspan class=\"CitationRef\"\u003e2016\u003c/span\u003e) demonstrated that cash flow management, budgeting, and long-term financial planning significantly contribute to household financial stability, further supporting the positive effect of household cash flow management on financial well-being.\u003c/p\u003e\n \u003cp\u003eThe finding that household asset management has a positive and significant effect on financial well-being highlights the role of strategic asset utilization in improving financial security. Effective asset management allows households to accumulate wealth, leverage financial opportunities, and ensure long-term financial stability. Households that manage their assets efficiently can generate additional income, reduce financial risks, and improve their overall economic status. Empirical evidence supports this conclusion. Chipunza and Fanta (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) found that financial inclusion positively influences SWB by facilitating asset accumulation, particularly through formal savings, credit, and insurance mechanisms. Their study highlights the importance of asset management in maintaining financial stability. Jantsch, Le Blanc, and Schmidt (\u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) further demonstrated that financial assets significantly contribute to SWB, emphasizing that well-managed assets enhance financial security and well-being. Adeniyi and Ojuye (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e) found that geographical location influences household accounting practices, including asset management, suggesting that better financial literacy and access to financial education improve asset utilization. Finally, Ramlugun, Ramdhony, and Poornima (\u003cspan class=\"CitationRef\"\u003e2016\u003c/span\u003e) identified asset accumulation and financial planning as critical factors in ensuring household financial well-being, further validating the positive effect of asset management on financial stability.\u003c/p\u003e\n\u003c/div\u003e"},{"header":"5.0 Conclusion and Recommendation","content":"\u003cp\u003eThe findings indicate that effective household accounting practices play a crucial role in enhancing the financial well-being of households in Ebonyi State. The positive and significant effects of household budgeting, emergency fund creation, cash flow management, and asset management suggest that households that actively engage in structured financial planning and resource allocation experience greater financial stability and security. This underscores the importance of financial discipline, strategic allocation of income, and proactive financial decision-making in mitigating financial distress and improving overall household economic resilience.\u003c/p\u003e \u003cp\u003eThe findings suggest that households that adopt sound financial management practices are more likely to navigate economic uncertainties with greater ease, reducing their vulnerability to financial shocks. Effective household accounting fosters a culture of financial awareness, enabling households to make informed decisions regarding income utilization, savings, and investments. This, in turn, can lead to long-term wealth accumulation and improved financial independence. Additionally, the overall financial wellbeing of households can have a ripple effect on the broader community, as financially stable families are more capable of supporting local businesses, investing in education and healthcare, and contributing to economic growth.\u003c/p\u003e \u003cp\u003eThe study therefore recommends that:\u003c/p\u003e \u003cp\u003e1) Household heads should consistently adopt and adhere to a structured budgeting system that prioritizes essential expenses, savings, and investments in order to enable them to effectively manage their finances, reduce unnecessary spending, and improve their overall financial well-being.\u003c/p\u003e \u003cp\u003e2) Financial institutions and advisors should develop targeted awareness programs and financial products that encourage households to establish and maintain emergency funds in order to help mitigate financial shocks and enhance resilience against unexpected financial difficulties.\u003c/p\u003e \u003cp\u003e3) Household income earners should implement strict cash flow management strategies, such as regular income-expenditure tracking and financial planning, to ensure a steady financial position. This will allow them to meet obligations promptly, avoid debt accumulation, and enhance financial security.\u003c/p\u003e \u003cp\u003e4) Policy makers and financial literacy advocates should promote and integrate household asset management education into community financial literacy programs in order to help equip households with the knowledge and skills needed to maximize asset utilization, prevent depreciation, and enhance long-term financial stability.\u003c/p\u003e \u003cdiv id=\"Sec23\" class=\"Section2\"\u003e \u003ch2\u003e5.1 Contribution to Knowledge\u003c/h2\u003e \u003cp\u003eThis study contributes to the existing body of literature by addressing a significant gap in understanding the relationship between household accounting practices and financial well-being within specific regional and socioeconomic contexts. While prior research (Afida et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Chipunza \u0026amp; Fanta, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Jantsch et al., \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Kuutol et al., \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Nwoye \u0026amp; Aroh, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Ben-Caleb et al., \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Mishra, \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) has extensively examined financial literacy, budgeting, asset accumulation, and subjective well-being\u0026mdash;primarily within developed economies or at national levels\u0026mdash;limited attention has been given to localized household dynamics in underrepresented regions. By focusing on Ebonyi State, Nigeria, this study offers novel perspectives into how specific household accounting practices\u0026mdash;such as budgeting, emergency fund creation, cash flow management, and asset management\u0026mdash;affect financial well-being at the micro level. The findings highlight the distinctive economic behaviors, saving patterns, financial decision-making structures, and resilience mechanisms of households in Ebonyi, thus providing a more nuanced understanding of financial well-being in a unique cultural and socioeconomic setting. This localized approach not only enriches the empirical discourse on household finance but also informs policy and practice tailored to similar developing contexts.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec24\" class=\"Section2\"\u003e \u003ch2\u003e5.2 Limitations of the Study and Suggestion for Further Studies\u003c/h2\u003e \u003cp\u003eFirst, the study relied on information given by household members through questionnaires, which may not fully reflect their actual financial behaviors due to misunderstanding or reluctance to share personal details. Also, since the study was limited to only Ebonyi State and used a sample of 246 households, the results may not represent the views or experiences of households in other parts of Nigeria or beyond.\u003c/p\u003e \u003cp\u003eFuture researchers can build on this study by covering more states or regions in Nigeria to compare results and get a wider understanding of how household accounting affects financial well-being across different areas. Also, future studies can use interviews or focus group discussions in addition to questionnaires to get deeper and more accurate perspective into how families manage their finances. Researchers may also consider including other factors like financial education, cultural influences, or digital financial tools in their studies.\u003c/p\u003e \u003c/div\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eAcknowledgements\u003c/strong\u003e: This paper benefited from the insightful and constructive comments of the editor (Dr. Joseph Elom) and anonymous reviewers. We thank them for their time, and effort.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor contributions\u003c/strong\u003e: Gilbert Ogechukwu Nworie: conceptualisation, methodology, data curation, formal analysis, writing—original draft and editing.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eDr. Uche Chukwu: Methodology, formal analysis, writing— original draft, writing—review and editing.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eFidelia N. Nworie: formal analysis, writing—review and editing.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding:\u003c/strong\u003e No funding was received for this research.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCompliance with ethical standards\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConflict of interest: T\u003c/strong\u003ehe authors declare no competing interests.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eResearch Involving Human Participants:\u0026nbsp;\u003c/strong\u003eThis study involved human participants, specifically household members in Ebonyi State, Nigeria. Their participation was essential in providing firsthand information on household accounting practices and financial well-being. All participants were treated with respect, and their privacy and confidentiality were fully protected throughout the research process. The study was conducted in line with ethical standards for research involving human subjects.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eInformed Consent:\u0026nbsp;\u003c/strong\u003eBefore participating in the study, all respondents were clearly informed about the purpose of the research, what their participation involved, and their rights as participants. They were assured that their responses would be kept confidential and used only for academic purposes. Participation was completely voluntary, and each respondent provided informed consent, either in written form or verbally, before completing the questionnaire.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n\u003cli\u003eAdeniyi, S. I. \u0026amp; Ojuye, T. E. (2021). Family attributes and household accounting in Ogun state, Nigeria. \u003cem\u003eJournal of Academic Research in Economics, 13\u003c/em\u003e(2), 297-308.\u003c/li\u003e\n\u003cli\u003eAfida, A. S. N., Jumarni, J., \u0026amp; Hasni, H. (2024). 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An Evaluation of Household Accounting in Mauritius. \u003cem\u003eInternational Journal of Accounting and Financial Reporting\u003c/em\u003e, \u003cem\u003e6\u003c/em\u003e(2), 62-71.\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Household Accounting, Financial Wellbeing, Household Budgeting, Household Emergency Fund Creation, Household Cashflow Management","lastPublishedDoi":"10.21203/rs.3.rs-6945199/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-6945199/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eThe study examined effect of household accounting on the financial wellbeing of households in Ebonyi state. Household budgeting, household emergency fund creation, household cashflow management and household asset management served as the proxy for household accounting. Descriptive survey design was deployed on a population of households in Ebonyi state. A sample size of 246 households was selected using stratified sampling. Structured questionnaire was used in obtaining primary data for the study. The four hypotheses raised were tested using ordinal regression with the aid of EVIEWS 10. It was found that: household budgeting has a positive and significant effecton the financial wellbeing of households in Ebonyi state (β = 0.546234, p = 0.0056); household emergency fund creation has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 2.126290, p = 0.0008); household cash flow management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 3.035102, p = 0.0000); household asset management has a positive and significant effect on financial wellbeing of households in Ebonyi state (β = 1.290833, p = 0.0145). In conclusion, households that actively engage in structured financial planning and resource allocation experience greater financial stability and security. The study recommends that household heads should consistently adopt and adhere to a structured budgeting system that prioritizes essential expenses, savings, and investments in order to enable them to effectively manage their finances, reduce unnecessary spending, and improve their overall financial well-being.\u003c/p\u003e\n\u003cp\u003eJEL Code: D14\u003c/p\u003e","manuscriptTitle":"Achieving Household Financial Wellbeing in Ebonyi State: The Contribution of Household Accounting","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-07-02 08:40:12","doi":"10.21203/rs.3.rs-6945199/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"37ed71f9-c8f9-4f5c-875d-19f141d37c31","owner":[],"postedDate":"July 2nd, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2025-09-26T21:40:35+00:00","versionOfRecord":[],"versionCreatedAt":"2025-07-02 08:40:12","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-6945199","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-6945199","identity":"rs-6945199","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}