“The way they treat us is worse than the disease”: Healthcare workers’ stigmatizing attitudes and behaviours towards people with drug-resistant tuberculosis in Lagos, Nigeria: A qualitative study

“The way they treat us is worse than the disease”: Healthcare workers’ stigmatizing attitudes and behaviours towards people with drug-resistant tuberculosis in Lagos, Nigeria: A qualitative study | 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 “The way they treat us is worse than the disease”: Healthcare workers’ stigmatizing attitudes and behaviours towards people with drug-resistant tuberculosis in Lagos, Nigeria: A qualitative study Olusola Adejumo, Firoza Haffejee, Olusoji Daniel, Champaklal Jinabhai This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-9390143/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 7 You are reading this latest preprint version Abstract Background Healthcare-associated stigma remains a critical but underexplored barrier to effective drug-resistant tuberculosis (DR-TB) care, particularly in high-burden settings. Negative attitudes and discriminatory behaviours by healthcare workers (HCWs) may undermine treatment adherence, psychological well-being, and trust in the health system among people with DR-TB (PwDR-TB). This study explored the lived experiences of healthcare-related stigma among PwDR-TB in Lagos, Nigeria, and examined its implications for care engagement and treatment outcomes. Methods Five focus group discussions were held with 53 PwDR-TB receiving care at five purposively selected DR-TB outpatient treatment centres in Lagos between April and June 2024. Participants were adults aged 18 years or older who had been on treatment for at least 3 months. Discussions were audio-recorded, transcribed verbatim, and analysed using thematic analysis. Reporting was guided by the Consolidated Criteria for Reporting Qualitative Research (COREQ). Link and Phelan’s stigma framework informed the interpretation of the findings. Results Three major themes emerged. First, participants described pervasive stigmatising attitudes and behaviours from HCWs, including rudeness, avoidance, and public humiliation during care encounters. Second, these experiences produced profound emotional and behavioural consequences, including feelings of shame, dehumanisation, reduced trust in healthcare providers, and reluctance to attend clinic appointments, with some participants contemplating treatment interruption. Third, HCWs inadvertently reinforced stigma through fear-based infection prevention counselling, which promoted unnecessary isolation practices at home and contributed to social exclusion and psychological distress. Participants perceived stigma within healthcare settings as more severe than in the community due to the inability to conceal their diagnosis and the authority of HCWs. Using Link and Phelan’s framework, these findings reflect processes of labelling, stereotyping, separation, and discrimination operating within healthcare environments. Conclusion Healthcare-associated stigma represents a significant barrier to patient-centred DR-TB care in Nigeria. Interventions are needed at multiple levels, including HCW training on respectful communication and evidence-based infection control, psychosocial support for patients, and institutional mechanisms for reporting discrimination. Addressing stigma across its structural and interpersonal dimensions may improve treatment adherence, patient experiences, and overall DR-TB outcomes in high-burden settings. Drug-resistant tuberculosis stigma healthcare workers qualitative research Nigeria patient-centred care Introduction Tuberculosis (TB) remains one of the leading causes of death from a single infectious agent globally, and the growing burden of drug-resistant tuberculosis (DR-TB) continues to threaten progress in TB control [ 1 ]. Despite advances in diagnosis and treatment, DR-TB management remains complex, requiring prolonged therapy, often lasting 9–20 months, with substantial pill burden, toxic side effects, and significant social and economic consequences [ 2 ]. These challenges place considerable strain on patients and health systems, particularly in high-burden countries such as Nigeria. Stigma is a well-recognised barrier to effective TB control and is particularly pronounced among PwDR-TB [ 3 ]. TB-related stigma is shaped by misconceptions about transmission, fear of contagion, and entrenched sociocultural beliefs, often resulting in discrimination, social isolation, and psychological distress [ 4 – 6 ]. Such stigma can negatively influence health-seeking behaviour, delay diagnosis, and undermine treatment adherence, thereby sustaining transmission and poor outcomes [ 6 ]. While community-based stigma has been widely documented, stigma occurring within healthcare settings remains underexplored, despite its potentially greater impact on patient outcomes [ 7 – 9 ]. Healthcare workers (HCWs) play a critical role in shaping patients’ experiences of care. As authority figures within the health system, their attitudes and behaviours can either mitigate or reinforce stigma [ 10 ]. Evidence from high TB-burden settings indicates that HCWs may exhibit discriminatory behaviours towards people with TB (PWTB), including avoidance, verbal abuse, and differential treatment [ 11 , 12 ]. Such behaviours may stem from fear of infection, inadequate knowledge of infection prevention and control, or institutional cultures that perpetuate stigma [ 6 , 13 ]. When stigma occurs within healthcare facilities, it is particularly harmful, as patients are unable to conceal their diagnosis and are dependent on HCWs for treatment and support [ 10 ]. Healthcare-associated stigma can have far-reaching consequences. It may erode trust in healthcare providers, discourage clinic attendance, and contribute to treatment interruption or default. In addition, negative care experiences can exacerbate psychological distress, including feelings of shame, humiliation, and social exclusion [ 11 , 12 , 14 ]. For PwDR-TB, who already face prolonged and demanding treatment regimens, such experiences may significantly compromise both adherence and overall well-being [ 3 ]. Nigeria remains one of the 30 high-burden countries for TB and contributes substantially to the global burden of DR-TB. The country accounts for 4.8% of global TB incidence in 2024 [ 1 ]. Although previous studies in Nigeria and other high-burden countries have documented high levels of TB-related stigma [ 7 – 9 , 15 ], there is limited qualitative evidence exploring how stigma is experienced within healthcare settings, particularly among PwDR-TB. Understanding these experiences is essential for designing patient-centred interventions that address both clinical and psychosocial dimensions of care. This study therefore explored the lived experiences of healthcare worker–related stigma among PwDR-TB receiving treatment in Lagos, Nigeria. Drawing on Link and Phelan’s stigma framework, which conceptualises stigma as a process involving labelling, stereotyping, separation, and discrimination within a context of power [ 16 ], the study aimed to elucidate how stigma is enacted in healthcare settings and how it shapes patients' experiences and behaviours. By providing context-specific insights, this study seeks to inform the development of targeted stigma-reduction strategies to improve patient-centred DR-TB care in high-burden settings. Methods Study setting. This study was conducted in Lagos State, Nigeria's commercial hub, with an estimated population of 21 million and accounting 11% of the country’s TB burden [17]. Lagos State is divided into 20 Local Government Areas (LGAs) and 37 Local Council Development Areas (LCDAs). Study design This qualitative study employed focus group discussions (FGDs) to explore shared experiences of stigma among PwDR-TB. FGDs were selected to facilitate interaction and collective reflection on healthcare experiences. Health facility and participants’ selection Five high-volume DR-TB outpatient clinics were purposively selected from the six available in Lagos State. The clinics were chosen to ensure geographical spread across the state, diversity in patient characteristics, and inclusion of facilities where patients had previously reported negative experiences with HCWs. Participants were purposively recruited to ensure variation in age, gender, treatment stage, and treatment centre. Eligible participants were adults aged 18 years and above who had been receiving DR-TB treatment for at least three months or had completed treatment at the time of the interview. Patients who had been on treatment for less than three months were excluded because they were considered less likely to have accumulated sufficient experience with healthcare services and treatment-related stigma. Data collection Data sources include FGDs with 53 PwDR-TB (27 males, 26 females) conducted between April and June 2024 (See Table 1). The HCWs only informed eligible patients about the study; recruitment and consent were conducted independently by the research team. Five FGDs were conducted, one in each outpatient clinic. The focus groups were held at the health facility after the outpatient clinic and were moderated by OAA and OD. Three research assistants were trained to assist with data collection, including recording discussions on audio tapes, taking notes, and transcribing the recordings. Each interview consisted of 9–12 participants and lasted 60–75 minutes. Focus group sessions were conducted in English and pidgin English using a focus group guide developed for this study (See supplementary file 1). Code saturation was achieved after the fifth FGD, with no new themes or conceptual insights emerging. The research team therefore determined that thematic saturation had been reached, and no additional focus groups were conducted. Two bilingual research assistants translated and transcribed the recorded audio tapes verbatim within 48 hours after the data collection activity. After this, the first author and another research assistant, who had not participated in the initial transcription, used the audio tapes and field notes to verify the transcriptions and ensure that the participants' words were accurately preserved and that correct transcriptions were produced. The whole team was involved in resolving interpretive conflicts and achieving consensus. All co-authors read the transcripts several times and scrutinised them. Data analysis Thematic analysis was conducted using Braun and Clarke’s six-phase framework [18]. The research team (OAA, OD, FH, CJ) familiarised themselves with the data by repeatedly reading the transcripts and listening to the audio recordings. The initial codes were generated inductively from the data and collated into potential themes. Thereafter, the themes were reviewed and refined by checking their coherence with the coded extracts and the entire dataset. The themes were defined and named, and the analysis was written up with illustrative quotes selected to support each theme and sub-theme. The coders discussed the data to ensure consistency in the codes' meaning and interrater reliability. To enhance rigour, two transcripts were double-coded, and regular team discussions were held to resolve discrepancies and ensure consistency in coding and theme development. This reflexive and iterative process ensured that the identified themes accurately reflected participants’ experiences. All authors discussed and agreed on the final presentation of the results. Link and Phelan’s stigma framework provides a useful lens for understanding the experiences of PwDR-TB in this study [16]. According to the framework, stigma occurs through a sequence of interconnected processes: labelling, stereotyping, separation, status loss, and discrimination, all operating within a context of unequal power. The experiences described by participants reflect each of these processes and demonstrate how HCWs can reinforce stigma within healthcare settings [16]. Ethical considerations Ethical approval for the study was obtained from the Institutional Research Ethics Committee of the Durban University of Technology, South Africa (IREC 066/230), and the Health Research and Ethics Committee of the Lagos State University Teaching Hospital (LREC/06/10/2179). The study also received permission from the Lagos State Ministry of Health to conduct FGDs with participants. Researchers are experienced in qualitative research and include clinicians with backgrounds in infectious disease and academics in Public Health from Durban University of Technology, South Africa, and Olabisi Onabanjo University Teaching Hospital, Nigeria. We are a mixture of genders and ages. We admit that our professional and academic experiences may have influenced the interpretation of the data. As a result, regular discussions were held throughout the data analysis. The Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist [19], which provides a structured framework for transparency, trustworthiness, and rigour in qualitative research, was used (See Supplementary file 2) Results Five FGDs were conducted with 53 participants (27 males and 26 females) aged 18–53 years (Table 1). Thematic analysis of the transcripts identified three main themes and eight sub-themes. Theme 1: HCWs’ attitudes and behaviours towards PwDR-TB. This theme captured participants’ perceptions and experiences of negative attitudes and behaviours from HCWs. It comprised three sub-themes: (a) poor attitudes and behaviours of nurses and doctors, (b) more severe stigma experienced at health facilities compared with the community, and (c) reasons for acceptance of HCWs’ poor attitudes. Theme 2: The effects of HCWs’ behaviours on PwDR-TB. This theme described the adverse impact of HCWs’ attitudes and behaviours on the well-being of PwDR-TB. It included three sub-themes: (a) emotional impact of stigma from HCWs, (b) healthcare avoidance, and (c) risk to treatment adherence. Theme 3: HCWs’ contribution to isolation practices at home. This theme highlighted how HCWs’ infection prevention advice often encouraged unnecessary isolation practices at home. It consisted of two sub-themes: (a) emotional impact of isolation practices and (b) rejection of recommended isolation practices by some family members. Quotes are identified by the participants’ gender (e.g., female), age (e.g., 35 years), and focus group number (e.g., FGD 2) . 1. Attitudes and behaviours of health workers a) Poor attitudes of nurses and doctors Participants described predominantly negative attitudes and behaviours from HCWs, particularly nurses and doctors. These behaviours were frequently characterised as rude, hostile, demeaning, and discriminatory. Many recounted being shouted at, publicly humiliated upon presentation of their test results, or treated as dangerous and contagious. … on my first visit here, I felt like the whole world was against me; the nurse made me think I was different, that there was something wrong with me, and she did not want me to come close to her. I don’t want to come here if I can buy the medication elsewhere, I won’t come here… (female, participant, 38 years old, FGD 2) … when I arrived at the hospital, I gave the doctor the test results. Immediately, she saw what was there ; she said, 'Madam, go outside.' She then went and put on two face masks. She asked anyone sitting beside me to move away. When more people arrived, she chased me away from the clinic and asked me to sit outside. I fell while trying to exit the clinic. The disgrace was too much … ( female participant, 43 years old, FGD 5) b) Stigma experiences at health facilities are worse than in the community Participants unanimously agreed that stigmatising experiences at health facilities were worse than in the community. While they could conceal their diagnosis from neighbours and family, they could not hide it from HCWs. When asked if there is any other place where they are discriminated against more than the health facility, they all chorused, “nowhere is worse than the health facility.” …Nowhere was I treated poorly except at the health facility. In the neighbourhood, nobody can know you have the disease… (male participant, 43 years old, FGD 2) … this (referring to the hospital) is where we wear a face mask; at home, we are just like anyone else; no one knows what’s wrong with us … (male participant, 25 years old, FGD 1). c) Reason for acceptance of HCWs' attitudes and behaviours Several expressed a desire to report these incidents but did not know the appropriate channel, while others endured the humiliation silently to avoid further disclosure of their DR-TB status. … the moment the woman saw my result, her attitude towards me changed; she shouted and embarrassed me. People asked me what went wrong. If I had the power, I would have reported her because I was treated as if I had leprosy …(male participant, 43 years old, FGD 1) …I had to endure the way the health workers treated me; I felt terrible, but I kept it to myself. I am the sick one, and I don’t want anybody to know I have TB… (male participant, 48 years old , FGD 3) 2. The e ffects of HCWs ’ behaviours on PwDR-TB a) Emotional impact of stigma from HCWs The negative attitudes and behaviours of HCWs had profound emotional and behavioural consequences. Many participants described feeling humiliated, disgraced, and dehumanised. Participants' hopes of empathy and consideration from the HCWs were dashed, and some would rather pay for the medication in an environment where they are treated with respect. Participants frequently described healthcare-associated stigma as more distressing than the physical symptoms of DR-TB and the side effects of the medication. … the way I am being treated matters more to me than the TB itself; my first experience at the health facility was terrible … (female participant, 25 years old, FGD 3). … I told him it’s not about the free medication; it’s about the humiliation … (female participant, 35 years old, FGD 2). b) Healthcare avoidance Clinic attendance became an ordeal for many participants due to the negative attitudes of HCWs. Several participants reported needing significant courage to attend follow-up appointments, while others expressed that the hostile environment added to the overall burden of DR-TB treatment. Some indicated they would prefer to avoid the facilities altogether if alternative sources of care were available. Overall, the discouraging attitudes of HCWs significantly undermined participants’ willingness to engage with care. … It takes courage to come here; how I am treated could increase my problems. If there were other options, I would not come here again… (male participant, 41 years old, FGD 5). c) Treatment adherence risk Several participants also described developing a strong aversion to attending clinics, with some requiring significant courage to return for follow-up appointments. This healthcare avoidance behaviour posed a direct risk to treatment adherence. … We sat down to see the doctor. When the nurse collected our test results, she shouted, "Go and sit down first.” She shouted at us to stand up and chased us away like animals. As we tried to move out of the place quickly, my child hit his head on an iron. I was so embarrassed, I thought of abandoning the treatment and dying … (female participant, 45 years old, FGD 4). Such expressions reflected the depth of distress rather than explicit intent. 3. H CW s ’ contribution to isolation practices at home. a) Emotional impact of isolation practices HCWs’ counselling on infection prevention frequently encouraged unnecessary isolation practices at home, such as using separate utensils, sleeping in separate rooms, and avoiding shared items. While intended to prevent transmission, these recommendations caused significant emotional distress and feelings of loneliness. … they (the healthcare workers) usually ask me if I am using my medications and who I live with. They advised me not to share utensils with anyone, to use my face mask properly, and to ensure I don’t miss my medications and always come for check-ups … (male participant, 20 years old, FGD 3). …I became lonely. Even my wife now stays away from me. We were sleeping in the same room, but now she is far from me. They advised us not to share anything … ( male participant, 45 years old, FGD 1) b) Rejection of isolation practice Interestingly, some family members rejected these restrictive instructions, prioritising the patient’s emotional well-being over the HCWs’ advice. This suggests that families sometimes demonstrated greater understanding of the psychological impact of isolation than the healthcare providers themselves. … at the hospital, they told us that my husband should not share my spoon or share a cup or anything with me. However, my husband refused; he said he did not want what they said would affect me … ( female participant, 42 years old, FGD 2). Discussion This qualitative study provides important insights into the lived experiences of stigma faced by PwDR-TB within healthcare facilities in Lagos, Nigeria. Three main themes emerged: HCWs’ negative attitudes and behaviours, the profound emotional and behavioural effects of these behaviours, and HCWs’ unintended contribution to isolation practices at home through fear-based counselling. Link and Phelan’s stigma framework provides a useful lens for understanding these findings. According to the framework, stigma involves a sequence of interconnected processes: labelling, stereotyping, separation, status loss, and discrimination, all operating within a context of unequal power. Participants’ experiences reflected each of these components and showed how HCWs may reinforce stigma within healthcare settings [ 16 ]. The first component of the framework is labelling. Participants described how their DR-TB diagnosis immediately marked them as different from other patients. Once HCWs became aware of their diagnosis, participants reported changes in behaviour, including shouting, avoidance, unnecessary separation, and public humiliation. In this way, DR-TB became a socially discrediting label that distinguished them from others within the healthcare setting. Stereotyping was also evident in participants’ narratives. Many perceived that HCWs viewed them as highly infectious, dangerous, or irresponsible. These assumptions appeared to shape the way HCWs interacted with them. Participants described being avoided, being asked to sit outside, and observing HCWs wearing multiple face masks or instructing others to move away from them. Such behaviours reinforced stereotypes that PwDR-TB are a threat to others. Similar discriminatory behaviours have been reported in Ghana, South Africa, and Ethiopia, where PWTB experienced public shaming, avoidance, and disrespect from HCWs [ 13 , 20 , 21 ]. The third process in Link and Phelan’s framework is separation, which occurs when labelled individuals are placed into a distinct category of “us” and “them.” Participants repeatedly described experiences of physical and social separation within healthcare facilities. They were asked to leave waiting areas, sit apart from others, or avoid close contact with HCWs. Participants also viewed stigma within health facilities as more severe than stigma in the community because they could conceal their diagnosis from family members and neighbours, but not from healthcare providers. This institutional stigma is particularly harmful because HCWs are expected to provide compassionate and supportive care. Instead, their actions may reinforce the perception of DR-TB as a dangerous and shameful condition, thereby extending stigma beyond the health facility into the wider community [ 22 ]. Status loss and discrimination, the fourth and fifth elements of the framework, were strongly reflected in participants’ accounts. Many described feeling devalued, disrespected, and treated “like animals.” Public humiliation, dismissive attitudes, and hostile behaviour conveyed the impression that they were less deserving of dignity and compassion than other patients. Participants frequently described the emotional impact of these experiences as “worse than the disease” itself. Similar findings have been reported in South Africa, where PwDR-TB experienced shame and humiliation during diagnosis and treatment because of the perception that the disease is highly contagious and life-threatening [ 20 , 22 ]. In South Africa, some PWTB preferred private healthcare providers because of poor treatment in public facilities [ 23 ]. Participants in this study expressed a strong desire for empathy, understanding, and respectful treatment. Instead, many reported emotional distress, loss of dignity, and reluctance to continue care. Some considered defaulting on treatment or seeking alternative sources of care. Previous work in Lagos has shown that social support can reduce the effects of stigma on anxiety, loneliness, and depression among PwDR-TB [ 24 ]. Together, these findings suggest that healthcare-associated stigma may directly affect treatment adherence, mental well-being, and clinical outcomes. Link and Phelan further argue that unequal power relationships sustain stigma. HCWs occupy positions of authority within healthcare systems and therefore have the power to define, categorise, and treat patients in particular ways. Because PwDR-TB depend on HCWs for medication, follow-up, and support, they may feel unable to challenge discriminatory treatment. Several participants reported that they endured mistreatment in silence because they feared further humiliation or did not know how to report their experiences. This imbalance of power may allow stigma to persist and limit patients’ ability to resist or respond. The study also found that HCWs unintentionally contributed to stigma by promoting unnecessary isolation practices at home. Participants reported being advised to use separate utensils, sleep in separate rooms, and avoid sharing household items with family members. Although these recommendations were intended to prevent transmission, they often resulted in loneliness, rejection, and emotional distress. Similar findings have been reported in Ghana, where HCWs encouraged restrictive practices such as limiting family visits and enforcing prolonged isolation [ 10 , 13 ]. Such recommendations may extend stigma from the healthcare setting into patients’ homes and communities. These isolation practices can also be understood through Link and Phelan’s concept of separation. By encouraging patients to avoid close contact with family members and to isolate themselves within the home, HCWs may reinforce the idea that PwDR-TB are fundamentally different from others and should be physically separated from them. This may deepen patients’ feelings of exclusion and reduce their sense of belonging within their households and communities. The emphasis on isolation appeared to be driven more by fear of infection than by evidence-based infection-control guidance. Studies from South Africa and Tanzania suggest that HCWs’ fear of TB transmission is often linked to limited knowledge of infection-control procedures and low confidence in existing facility-level measures [ 25 , 26 ]. Infection prevention and control (IPC) measures for TB can sometimes justify both direct discrimination by HCWs and structural discrimination through institutional policies. In a study from South Africa, some facilities required MDR-TB patients to wear masks continuously, regardless of treatment duration or infectiousness. [ 27 ] Such practices can cause unnecessary isolation and stigma. This fear-based approach may prioritise physical separation at the expense of patients’ emotional well-being, despite evidence that timely and consistent treatment rapidly reduces infectiousness [ 28 ]. Interestingly, some family members in this study rejected the advice given by HCWs because they recognised its potential emotional harm. This suggests that families appeared to appreciate the need to balance infection prevention with psychological support. There is limited evidence on stigma-reduction interventions for TB in Nigeria. Existing research suggests that training HCWs in infection prevention and control, alongside improvements in facility infrastructure and administrative procedures, may help reduce fear and improve care [ 29 ]. However, training alone may be insufficient if it does not address the underlying attitudes and anxieties that contribute to discriminatory behaviour. HCW education should therefore include the psychological consequences of stigma and the importance of respectful, patient-centred care [ 30 ]. In addition, there is a need to strengthen the implementation of the national IPC guidelines, which provide clear, evidence-based guidance on the likely duration of infectiousness after treatment initiation. They should specify how IPC measures should be applied in households, communities, and health facilities, while also considering the psychological and social harm caused by prolonged or unnecessary isolation. Recent guidelines from the National Tuberculosis Coalition of America offer a useful model for achieving this balance [ 31 ]. Ongoing mentoring and supportive supervision may also strengthen HCWs’ confidence in managing DR-TB without relying on fear-based practices [ 26 ]. In addition, psychosocial support, peer-support groups, faith-based support, and financial assistance may help patients cope with stigma and improve their quality of life [ 32 ]. Limitations This study has several limitations. First, self-selection bias is possible because individuals with particularly strong views or negative experiences may have been more willing to participate in the focus groups. Second, participants who had been on treatment for less than three months were excluded, meaning that the experiences of newly diagnosed patients were not captured. Third, as with all qualitative studies, participants’ accounts may have been affected by recall bias. The interviews were conducted in health facilities where participants were receiving treatment, potentially introducing social desirability bias. Participants may have moderated their responses because they were aware that some answers could be viewed more favourably than others. The focus group dynamics may have influenced participants to conform to dominant views. In addition, although thematic saturation was achieved, the relatively small number of focus groups may not have captured the full range of experiences across all DR-TB treatment centres in Lagos. Finally, this study included only the perspectives of PwDR-TB and did not explore HCWs' views. As a result, the findings reflect patients’ experiences and may not fully explain the factors underlying HCWs’ behaviour. Future research should include HCWs to understand the drivers of stigma better and identify feasible interventions. Despite these limitations, the study provides rich, context-specific evidence on healthcare-associated stigma among PwDR-TB in Lagos and highlights important opportunities to improve patient-centred care. Conclusion This study demonstrates that healthcare-associated stigma is a major barrier to effective DR-TB care in Lagos, Nigeria. Negative attitudes and behaviours from HCWs contribute to emotional distress, diminished trust in healthcare services, healthcare avoidance, and increased risk of poor treatment adherence. These findings underscore the importance of addressing stigma as a core component of patient-centred DR-TB care. Interpreted through Link and Phelan’s stigma framework, the findings highlight how processes such as stereotyping, separation, and discrimination, when reinforced within healthcare settings, can adversely shape patient experiences and outcomes. Addressing these mechanisms requires interventions that operate across multiple levels of the health system. At the provider level, targeted training is needed to promote respectful, patient-centred care and to address fear-driven practices that contribute to stigma. IPC training should emphasise evidence-based measures to reduce unnecessary isolation and discriminatory behaviours. At the facility level, the establishment of anonymous patient feedback systems is essential to enable individuals with DR-TB to report mistreatment safely and to strengthen accountability. At the programmatic level, integrating stigma-reduction strategies into routine DR-TB service delivery guidelines is crucial. The National Tuberculosis and Leprosy Control Programme should prioritise stigma reduction through structured training, supportive supervision, continuous monitoring of patient experiences, and the provision of evidence-based guidelines for IPC measures at the family, health facility, and community levels. In parallel, psychosocial support services should be strengthened to help patients cope with stigma and its consequences. Overall, reducing healthcare-associated stigma requires a comprehensive, multi-level approach that addresses both structural and behavioural drivers. Such efforts are essential not only to improve patient dignity and well-being but also to enhance treatment adherence and optimise DR-TB outcomes in a high-burden setting like Nigeria. Abbreviations DR-TB Drug-resistant tuberculosis FGDs Focus Group Discussions HCWs Healthcare workers HIV/AIDS: Human immunodeficiency syndrome/ Acquired Immune Deficiency Syndrome IPC Infection Prevention and Control LCDAs Local Council Development Areas LGAs Local Government Areas PWTB People with tuberculosis TB Tuberculosis PwDR-TB People with drug-resistant tuberculosis Statements and declarations Ethical approval: This study was performed in accordance with the principles of the Declaration of Helsinki. Approval was granted by the Health Research and Ethics Committee of the Lagos State University Teaching Hospital (LREC/06/10/2179) and the Institutional Research Ethics Committee of Durban University of Technology, South Africa (IREC 066/230). The Lagos State Ministry of Health and the medical directors of the DR-TB treatment centres where participants were recruited granted the gatekeepers permission to interview participants. Informed consent: Written informed consent was obtained from all participants included in the study. The study's objectives were explained to the participants. They were also informed that participation or nonparticipation in the study would not affect the provision of healthcare services. In addition, they were told that they were free to withdraw their consent at any time during the study. The data were anonymised, and personal identifiers were not obtained. Consent for publication: Not applicable. Availability of data and materials: T he datasets used and/or analysed during the current study are available from the corresponding author on reasonable request. Competing interest: The authors have no relevant financial or nonfinancial interests to disclose. Funding: The authors declare that no funds, grants, or other support were received during the preparation of this manuscript. Authors' contributions: OAA conceived the study, analysed the data, and prepared the manuscript. OAA and FH were involved in the study design and literature search. OAA, FH, OD and CJ were involved with coding of the transcripts. CJ, OD and FH were involved in interpreting the data and coding. FH, CJ and OD critically revised the manuscript for intellectual content. All the authors read and approved the final manuscript. OAA, FH and OD are guarantors of the manuscript. Acknowledgements: The authors wish to acknowledge the Lagos State Ministry of Health and the Lagos State TB and Leprosy Control Programme for granting permission to conduct this study. We also acknowledge the assistance and support of the management of the DR-TB treatment centres where the study was conducted. 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The feelings and experiences of patients with tuberculosis in the Sekondi-Takoradi Metropolitan district: implications for TB control efforts. Ghana Med J. 2012; 46(4):211-218. Duko B, Bedaso A, Ayano G, Yohannis Z. Perceived Stigma and Associated Factors among Patients with Tuberculosis, Wolaita Sodo, Ethiopia: Cross-Sectional Study. Tuberc Res Treat. 2019; 2019:5917537. doi: 10.1155/2019/5917537. Link BG, Phelan JC. Conceptualizing stigma. Annual Review of Sociology. 2001; 27, 363–385. https://doi.org/10.1146/annurev.soc.27.1.363 Federal Ministry of Health: National Tuberculosis and Leprosy Control Program Annual TB Report 2023. https://ntblcp.org.ng/resources/2023-annual-tb-report/. Accessed March 25, 2026. Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006;2006(3):77–101. Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): A 32-item checklist for interviews and focus groups. Int J Qual Health Care. 2007; 19(6):349–357. Daftary A, Padayatchi N, O’Donnell M. Preferential adherence to antiretroviral therapy over tuberculosis treatment: a qualitative study of drug-resistant TB/HIV coinfected patients in South Africa. Glob Public Health. 2014; 9:1107–1116. Tadesse S. Stigma against Tuberculosis Patients in Addis Ababa, Ethiopia. PLoS One. 2016; 11(4):e0152900. doi: 10.1371/journal.pone.0152900. Redwood L, Fox GJ, Nguyen TA, Bernarys S, Mason P, Vu VA, et al. Good citizens, perfect patients, and family reputation: Stigma and prolonged isolation in people with drug-resistant tuberculosis in Vietnam. PLOS Glob Public Health. 2022; 2(6): e0000681. doi: 10.1371/journal.pgph.0000681. Cramm JM, Nieboer AP. The relationship between (stigmatizing) views and lay public preferences regarding tuberculosis treatment in the Eastern Cape, South Africa. Int J Equity Health. 2011; 10 (2): 1-7. Adejumo OA, Haffejee F, Jinabhai C, Daniel O. Association between experienced stigma, anxiety, depression and loneliness among people with drug-resistant tuberculosis in Lagos Nigeria: The moderating role of social support. Trop Med Int Health. 2024; 29(10): 882-894. doi: 10.1111/tmi.14046. Daftary A, Padayatchi N. Provider perspectives on drug-resistant tuberculosis and human immunodeficiency virus care in South Africa: a qualitative case study. Int J Tuberc Lung Dis. 2016; 20(11):1483-1488. Lyakurwa D, Lyimo J, Mulder C, Pelzer PT, Koppelaar I, Heus M. Assessment of training and mentoring for DR-TB care decentralisation in Tanzania. Hum Resour Health. 2021; 9(1):56. doi:10.1186/s12960-021-00600-4 van der Westhuizen HM, Ehrlich R, Somdyala N, Greenhalgh T, Tonkin-Crine S, Butler CC. Stigma relating to tuberculosis infection prevention and control implementation in rural health facilities in South Africa - a qualitative study outlining opportunities for mitigation. BMC Glob Public Health. 2024;3;2(1):66. doi: 10.1186/s44263-024-00097-8. Schwartzman K, Menzies D. How long are TB patients infectious? CMAJ. 2000;163(2):157–8. Liboon AL, Alam K, Gyawali P, Alam RM. Drug-Resistant Tuberculosis Stigma Among HealthCare Workers Toward the Development of a Stigma-Reduction Strategy: A Scoping Review. Inquiry. 2023; 60:469580231180754. doi: 10.1177/00469580231180754. Nyblade L, Stockton MA, Giger K, Bond V, Ekstrand ML, Lean RM, et al. Stigma in health facilities: Why it matters and how we can change it. BMC Medicine. 2019; 17(1): 25. https://doi.org/10.1186/s12916-019-1256-2. Shah M, Dansky Z, Nathavitharana R, Behm H, Brown S, Dov L, et al. National Tuberculosis Coalition of America (NTCA) guidelines for respiratory isolation and restrictions to reduce transmission of pulmonary tuberculosis in community settings. Clin Infect Dis. 2024;ciae199. https:// doi.org/10.1093/cid/ciae199. Daftary A, Mondal S, Zelnick J, Friedland G, Seepamore B, Boodhram R, et al. Dynamic needs and challenges of people with drug-resistant tuberculosis and HIV in South Africa: a qualitative study. Lancet Glob Health. 2021; 9(4): doi: 10.1016/S2214-109X(20)30548-9. Table Additional Declarations No competing interests reported. Supplementary Files FocusgroupstudyguideSupplimentary1.docx ConformitywithCOREQquidelinesSupplimentary2.docx Cite Share Download PDF Status: Under Review Version 1 posted Reviewers agreed at journal 11 May, 2026 Reviewers agreed at journal 09 May, 2026 Reviewers invited by journal 29 Apr, 2026 Editor invited by journal 14 Apr, 2026 Editor assigned by journal 12 Apr, 2026 Submission checks completed at journal 12 Apr, 2026 First submitted to journal 11 Apr, 2026 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-9390143","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":636367142,"identity":"74181317-3782-4328-8b00-ea6806527059","order_by":0,"name":"Olusola Adejumo","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABC0lEQVRIie3QvUrDUBTA8RMvpMuBrCfUhzihEAsW8yq3BJwyKC4FoV7pkMUHyGPoG9wSsEsfIKBgXDoJpotTKJ7OegluDve//zgfAD7fPywardbt/HDACDQAXVE0SOKH55y70J7GRgdmyhSbIcJNkcZVaGdshSwYhglYnY4RX3GyKc7ahqeymXrvoL9wisDY/Bxph+n2I7mvmGSzcEKAuZOowKxfkBWmTZGsiGnJFlJ5hHKSUMwYtcJJJaSXKZkdfcmNd06CoTqJK1sjU5EYmUIMKFN07SQkhvfmEmm7u66OhGq8IW03TpK9fe7buZllUZk/drRYUlSWT13X3zrJLx0P138BPp/P5/vRN9MdTtWvgS3lAAAAAElFTkSuQmCC","orcid":"","institution":"Durban University of Technology","correspondingAuthor":true,"prefix":"","firstName":"Olusola","middleName":"","lastName":"Adejumo","suffix":""},{"id":636367143,"identity":"ccc587d4-f833-4f65-a1d2-526dbaa2948f","order_by":1,"name":"Firoza Haffejee","email":"","orcid":"","institution":"Durban University of Technology","correspondingAuthor":false,"prefix":"","firstName":"Firoza","middleName":"","lastName":"Haffejee","suffix":""},{"id":636367147,"identity":"a8982d69-e7b8-40d8-aef4-bf90488cbad4","order_by":2,"name":"Olusoji Daniel","email":"","orcid":"","institution":"Olabisi Onabanjo University","correspondingAuthor":false,"prefix":"","firstName":"Olusoji","middleName":"","lastName":"Daniel","suffix":""},{"id":636367148,"identity":"4afb9d4a-57a9-411c-9538-1327232e0872","order_by":3,"name":"Champaklal Jinabhai","email":"","orcid":"","institution":"Durban University of Technology","correspondingAuthor":false,"prefix":"","firstName":"Champaklal","middleName":"","lastName":"Jinabhai","suffix":""}],"badges":[],"createdAt":"2026-04-11 19:08:13","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-9390143/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-9390143/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":108807702,"identity":"4eefe36d-fd30-4e86-b87e-bc0deac16f41","added_by":"auto","created_at":"2026-05-08 15:31:14","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":379250,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-9390143/v1/3d3b4cc8-0857-409d-ad1e-24f47060b86f.pdf"},{"id":108778743,"identity":"aedf1b20-254c-4ddc-8925-d1ef2fd1849b","added_by":"auto","created_at":"2026-05-08 09:52:33","extension":"docx","order_by":0,"title":"","display":"","copyAsset":false,"role":"supplement","size":24918,"visible":true,"origin":"","legend":"","description":"","filename":"FocusgroupstudyguideSupplimentary1.docx","url":"https://assets-eu.researchsquare.com/files/rs-9390143/v1/44e3c4ade2bb92224dd98c5c.docx"},{"id":108778744,"identity":"1bd3484f-b521-4318-81ee-bf8856e9dcd0","added_by":"auto","created_at":"2026-05-08 09:52:33","extension":"docx","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":37975,"visible":true,"origin":"","legend":"","description":"","filename":"ConformitywithCOREQquidelinesSupplimentary2.docx","url":"https://assets-eu.researchsquare.com/files/rs-9390143/v1/b1a1bbd05781ec99beb827fc.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"\u003cp\u003e“The way they treat us is worse than the disease”: Healthcare workers’ stigmatizing attitudes and behaviours towards people with drug-resistant tuberculosis in Lagos, Nigeria: A qualitative study\u003c/p\u003e","fulltext":[{"header":"Introduction","content":"\u003cp\u003eTuberculosis (TB) remains one of the leading causes of death from a single infectious agent globally, and the growing burden of drug-resistant tuberculosis (DR-TB) continues to threaten progress in TB control [\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e]. Despite advances in diagnosis and treatment, DR-TB management remains complex, requiring prolonged therapy, often lasting 9\u0026ndash;20 months, with substantial pill burden, toxic side effects, and significant social and economic consequences [\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e]. These challenges place considerable strain on patients and health systems, particularly in high-burden countries such as Nigeria.\u003c/p\u003e \u003cp\u003eStigma is a well-recognised barrier to effective TB control and is particularly pronounced among PwDR-TB [\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e]. TB-related stigma is shaped by misconceptions about transmission, fear of contagion, and entrenched sociocultural beliefs, often resulting in discrimination, social isolation, and psychological distress [\u003cspan additionalcitationids=\"CR5\" citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e]. Such stigma can negatively influence health-seeking behaviour, delay diagnosis, and undermine treatment adherence, thereby sustaining transmission and poor outcomes [\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e]. While community-based stigma has been widely documented, stigma occurring within healthcare settings remains underexplored, despite its potentially greater impact on patient outcomes [\u003cspan additionalcitationids=\"CR8\" citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eHealthcare workers (HCWs) play a critical role in shaping patients\u0026rsquo; experiences of care. As authority figures within the health system, their attitudes and behaviours can either mitigate or reinforce stigma [\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e]. Evidence from high TB-burden settings indicates that HCWs may exhibit discriminatory behaviours towards people with TB (PWTB), including avoidance, verbal abuse, and differential treatment [\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e]. Such behaviours may stem from fear of infection, inadequate knowledge of infection prevention and control, or institutional cultures that perpetuate stigma [\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e]. When stigma occurs within healthcare facilities, it is particularly harmful, as patients are unable to conceal their diagnosis and are dependent on HCWs for treatment and support [\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eHealthcare-associated stigma can have far-reaching consequences. It may erode trust in healthcare providers, discourage clinic attendance, and contribute to treatment interruption or default. In addition, negative care experiences can exacerbate psychological distress, including feelings of shame, humiliation, and social exclusion [\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e, \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e14\u003c/span\u003e]. For PwDR-TB, who already face prolonged and demanding treatment regimens, such experiences may significantly compromise both adherence and overall well-being [\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eNigeria remains one of the 30 high-burden countries for TB and contributes substantially to the global burden of DR-TB. The country accounts for 4.8% of global TB incidence in 2024 [\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e]. Although previous studies in Nigeria and other high-burden countries have documented high levels of TB-related stigma [\u003cspan additionalcitationids=\"CR8\" citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e, \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e15\u003c/span\u003e], there is limited qualitative evidence exploring how stigma is experienced within healthcare settings, particularly among PwDR-TB. Understanding these experiences is essential for designing patient-centred interventions that address both clinical and psychosocial dimensions of care.\u003c/p\u003e \u003cp\u003eThis study therefore explored the lived experiences of healthcare worker\u0026ndash;related stigma among PwDR-TB receiving treatment in Lagos, Nigeria. Drawing on Link and Phelan\u0026rsquo;s stigma framework, which conceptualises stigma as a process involving labelling, stereotyping, separation, and discrimination within a context of power [\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e], the study aimed to elucidate how stigma is enacted in healthcare settings and how it shapes patients' experiences and behaviours. By providing context-specific insights, this study seeks to inform the development of targeted stigma-reduction strategies to improve patient-centred DR-TB care in high-burden settings.\u003c/p\u003e"},{"header":"Methods","content":"\u003cp\u003eStudy setting.\u003c/p\u003e\n\u003cp\u003eThis study was conducted in Lagos State, Nigeria's commercial hub, with an estimated population of 21 million and accounting 11% of the country’s TB burden [17]. Lagos State is divided into 20 Local Government Areas (LGAs) and 37 Local Council Development Areas (LCDAs).\u0026nbsp;\u003c/p\u003e\n\u003ch2\u003eStudy design\u003c/h2\u003e\n\u003cp\u003eThis qualitative study employed focus group discussions (FGDs) to explore shared experiences of stigma among PwDR-TB. FGDs were selected to facilitate interaction and collective reflection on healthcare experiences.\u003c/p\u003e\n\u003cp\u003eHealth facility and participants’ selection\u003c/p\u003e\n\u003cp\u003eFive high-volume DR-TB outpatient clinics were purposively selected from the six available in Lagos State. The clinics were chosen to ensure geographical spread across the state, diversity in patient characteristics, and inclusion of facilities where patients had previously reported negative experiences with HCWs. Participants were purposively recruited to ensure variation in age, gender, treatment stage, and treatment centre. \u0026nbsp;Eligible participants were adults aged 18 years and above who had been receiving DR-TB treatment for at least three months or had completed treatment at the time of the interview. Patients who had been on treatment for less than three months were excluded because they were considered less likely to have accumulated sufficient experience with healthcare services and treatment-related stigma.\u003c/p\u003e\n\u003cp\u003eData collection\u003c/p\u003e\n\u003cp\u003eData sources include FGDs with 53 PwDR-TB (27 males, 26 females) conducted between April and June 2024 (See Table 1). The HCWs only informed eligible patients about the study; recruitment and consent were conducted independently by the research team. Five FGDs were conducted, one in each outpatient clinic. The focus groups were held at the health facility after the outpatient clinic and were moderated by OAA and OD. Three research assistants were trained to assist with data collection, including recording discussions on audio tapes, taking notes, and transcribing the recordings. Each interview consisted of 9–12 participants and lasted 60–75 minutes. Focus group sessions were conducted in English and pidgin English using a focus group guide developed for this study (See supplementary file 1). Code saturation was achieved after the fifth FGD, with no new themes or conceptual insights emerging. The research team therefore determined that thematic saturation had been reached, and no additional focus groups were conducted. Two bilingual research assistants translated and transcribed the recorded audio tapes verbatim within 48 hours after the data collection activity. After this, the first author and another research assistant, who had not participated in the initial transcription, used the audio tapes and field notes to verify the transcriptions and ensure that the participants' words were accurately preserved and that correct transcriptions were produced. The whole team was involved in resolving interpretive conflicts and achieving consensus. All co-authors read the transcripts several times and scrutinised them.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eData analysis\u003c/p\u003e\n\u003cp\u003eThematic analysis was conducted using Braun and Clarke’s six-phase framework [18]. The research team (OAA, OD, FH, CJ) familiarised themselves with the data by repeatedly reading the transcripts and listening to the audio recordings. The initial codes were generated inductively from the data and collated into potential themes. Thereafter, the themes were reviewed and refined by checking their coherence with the coded extracts and the entire dataset. The themes were defined and named, and the analysis was written up with illustrative quotes selected to support each theme and sub-theme. The coders discussed the data to ensure consistency in the codes' meaning and interrater reliability. To enhance rigour, two transcripts were double-coded, and regular team discussions were held to resolve discrepancies and ensure consistency in coding and theme development. This reflexive and iterative process ensured that the identified themes accurately reflected participants’ experiences. All authors discussed and agreed on the final presentation of the results.\u003c/p\u003e\n\u003cp\u003eLink and Phelan’s stigma framework provides a useful lens for understanding the experiences of PwDR-TB in this study [16]. According to the framework, stigma occurs through a sequence of interconnected processes: labelling, stereotyping, separation, status loss, and discrimination, all operating within a context of unequal power. The experiences described by participants reflect each of these processes and demonstrate how HCWs can reinforce stigma within healthcare settings [16].\u003c/p\u003e\n\u003cp\u003eEthical considerations\u003c/p\u003e\n\u003cp\u003eEthical approval for the study was obtained from the Institutional Research Ethics Committee of the Durban University of Technology, South Africa (IREC 066/230), and the Health Research and Ethics Committee of the Lagos State University Teaching Hospital (LREC/06/10/2179). The study also received permission from the Lagos State Ministry of Health to conduct FGDs with participants.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eResearchers are experienced in qualitative research and include clinicians with backgrounds in infectious disease and academics in Public Health from Durban University of Technology, South Africa, and Olabisi Onabanjo University Teaching Hospital, Nigeria. We are a mixture of genders and ages. We admit that our professional and academic experiences may have influenced the interpretation of the data. As a result, regular discussions were held throughout the data analysis. The Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist [19], which provides a structured framework for transparency, trustworthiness, and rigour in qualitative research, was used (See Supplementary file 2)\u003c/p\u003e"},{"header":"Results","content":"\u003cp\u003eFive FGDs were conducted with 53 participants (27 males and 26 females) aged 18–53 years (Table 1). Thematic analysis of the transcripts identified three main themes and eight sub-themes.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTheme 1: HCWs’ attitudes and behaviours towards PwDR-TB.\u003c/strong\u003e This theme captured participants’ perceptions and experiences of negative attitudes and behaviours from HCWs. It comprised three sub-themes: (a) poor attitudes and behaviours of nurses and doctors, (b) more severe stigma experienced at health facilities compared with the community, and (c) reasons for acceptance of HCWs’ poor attitudes.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTheme 2: The effects of HCWs’ behaviours on PwDR-TB.\u003c/strong\u003e This theme described the adverse impact of HCWs’ attitudes and behaviours on the well-being of PwDR-TB. It included three sub-themes: (a) emotional impact of stigma from HCWs, (b) healthcare avoidance, and (c) risk to treatment adherence.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTheme 3: HCWs’ contribution to isolation practices at home.\u003c/strong\u003e This theme highlighted how HCWs’ infection prevention advice often encouraged unnecessary isolation practices at home. It consisted of two sub-themes: (a) emotional impact of isolation practices and (b) rejection of recommended isolation practices by some family members.\u003c/p\u003e\n\u003cp\u003eQuotes are identified by the participants’ gender (e.g., female), age (e.g., 35 years), and focus group number (e.g., FGD 2)\u003cem\u003e.\u0026nbsp;\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1.\u0026nbsp; \u0026nbsp;Attitudes and behaviours of health workers\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003ea)\u0026nbsp; \u0026nbsp;Poor attitudes of nurses and doctors\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eParticipants described predominantly negative attitudes and behaviours from HCWs, particularly nurses and doctors. These behaviours were frequently characterised as rude, hostile, demeaning, and discriminatory. Many recounted being shouted at, publicly humiliated upon presentation of their test results, or treated as dangerous and contagious.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;on my first visit here, I felt like the whole world was against me; the nurse made me think I was different, that there was something wrong with me, and she did not want me to come close to her. I don’t want to come here if I can buy the medication elsewhere, I won’t come here… (female, participant, 38 years old, FGD 2)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e… when I arrived at the hospital, I gave the doctor the test results. Immediately, she saw what was there\u003c/em\u003e\u003cem\u003e;\u003c/em\u003e\u003cem\u003e\u0026nbsp;she said, 'Madam, go outside.' She then went and put on two face masks. She asked anyone sitting beside me to move away. When more people arrived, she chased me away from the clinic and asked me to sit outside. I fell while trying to exit the clinic. The disgrace was too much\u003c/em\u003e\u003cem\u003e\u0026nbsp;…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(\u003c/em\u003e\u003cem\u003efemale\u003c/em\u003e\u003cem\u003e\u0026nbsp;participant, 43 years old, FGD 5)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eb)\u0026nbsp; \u0026nbsp;Stigma experiences at health facilities are worse than in the community\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eParticipants unanimously agreed that stigmatising experiences at health facilities were worse than in the community. While they could conceal their diagnosis from neighbours and family, they could not hide it from HCWs. When asked if there is any other place where they are discriminated against more than the health facility, they all chorused, “nowhere is worse than the health facility.”\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…Nowhere\u003c/em\u003e\u003cem\u003e\u0026nbsp;was I treated poorly except at the health facility. In the neighbourhood, nobody can know you have the disease… (male participant, 43 years old, FGD 2)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;this (referring to the hospital) is where we wear a face mask; at home, we are just like anyone else; no one knows what’s wrong with us\u003c/em\u003e\u003cem\u003e… (male participant, 25 years old, FGD 1).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003ec)\u0026nbsp; \u0026nbsp;Reason for acceptance of HCWs' attitudes and behaviours\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eSeveral expressed a desire to report these incidents but did not know the appropriate channel, while others endured the humiliation silently to avoid further disclosure of their DR-TB status.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;the moment the woman saw my result, her attitude towards me changed; she shouted and embarrassed me. People asked me what went wrong. If I had the power, I would have reported her because I was treated as if I had leprosy\u003c/em\u003e\u003cem\u003e…(male participant, 43 years old, FGD 1)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…I\u003c/em\u003e\u003cem\u003e\u0026nbsp;had to endure the way the health workers treated me; I felt terrible, but I kept it to myself. I am the sick one, and I don’t want anybody to know I have TB… (male participant, 48 years\u003c/em\u003e\u003cem\u003e\u0026nbsp;old\u003c/em\u003e\u003cem\u003e, FGD 3)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e2.\u0026nbsp; \u0026nbsp;\u003c/em\u003e\u003cem\u003eThe e\u003c/em\u003e\u003cem\u003effects of\u0026nbsp;\u003c/em\u003e\u003cem\u003eHCWs\u003c/em\u003e\u003cem\u003e’ behaviours\u003c/em\u003e\u003cem\u003e\u0026nbsp;on PwDR-TB\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003ea)\u0026nbsp; \u0026nbsp;Emotional impact of stigma from HCWs\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThe negative attitudes and behaviours of HCWs had profound emotional and behavioural consequences. Many participants described feeling humiliated, disgraced, and dehumanised. Participants' hopes of empathy and consideration from the HCWs were dashed, and some would rather pay for the medication in an environment where they are treated with respect.\u0026nbsp;Participants frequently described healthcare-associated stigma as more distressing than the physical symptoms of DR-TB\u0026nbsp;and the side effects of the medication.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e… the way I am being treated matters more to me than the TB itself; my first experience at the health facility was terrible\u003c/em\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(female participant, 25 years old, FGD 3).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;I told him it’s not about the free medication; it’s about the humiliation\u003c/em\u003e\u003cem\u003e\u0026nbsp;…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(female participant, 35 years old, FGD 2).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eb)\u0026nbsp; \u0026nbsp;Healthcare avoidance\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eClinic attendance became an ordeal for many participants due to the negative attitudes of HCWs. Several participants reported needing significant courage to attend follow-up appointments, while others expressed that the hostile environment added to the overall burden of DR-TB treatment. Some indicated they would prefer to avoid the facilities altogether if alternative sources of care were available. Overall, the discouraging attitudes of HCWs significantly undermined participants’ willingness to engage with care.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e… It takes courage to come here; how I am treated could increase my problems. If there were other options, I would not come here again… (male participant, 41 years old, FGD 5).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003ec)\u0026nbsp; \u0026nbsp;Treatment adherence risk\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eSeveral participants also described developing a strong aversion to attending clinics, with some requiring significant courage to return for follow-up appointments. This healthcare avoidance behaviour posed a direct risk to treatment adherence.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003e\u0026nbsp;We sat down to see the doctor. When the nurse collected our test results, she shouted, \"Go and sit down first.” She shouted at us to stand up and chased us away like animals. As we tried to move out of the place quickly, my child hit his head on an iron. I was so embarrassed, I thought of abandoning the treatment and\u0026nbsp;\u003c/em\u003e\u003cem\u003edying\u003c/em\u003e\u003cem\u003e\u0026nbsp;… (female participant, 45 years old, FGD 4).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eSuch expressions reflected the depth of distress rather than explicit intent.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e3.\u0026nbsp; \u0026nbsp;H\u003c/em\u003e\u003cem\u003eCW\u003c/em\u003e\u003cem\u003es\u003c/em\u003e\u003cem\u003e’ contribution\u003c/em\u003e\u003cem\u003eto\u003c/em\u003e\u003cem\u003eisolation\u003c/em\u003e\u003cem\u003e\u0026nbsp;practices at home.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003ea)\u0026nbsp; \u0026nbsp;Emotional impact of isolation practices\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eHCWs’ counselling on infection prevention frequently encouraged unnecessary isolation practices at home, such as using separate utensils, sleeping in separate rooms, and avoiding shared items. While intended to prevent transmission, these recommendations caused significant emotional distress and feelings of loneliness.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e… they (the healthcare workers) usually ask me if I am using my medications and who I live with. They advised me not to share utensils with anyone, to use my face mask properly, and to ensure I don’t miss my medications and always come for check-ups\u003c/em\u003e\u003cem\u003e\u0026nbsp;…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(male participant, 20 years old, FGD 3).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…I\u003c/em\u003e\u003cem\u003e\u0026nbsp;became lonely. Even my wife now stays away from me. We were sleeping in the same room, but now she is far from me. They advised us not to share anything\u003c/em\u003e\u003cem\u003e\u0026nbsp;…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(\u003c/em\u003e\u003cem\u003emale\u003c/em\u003e\u003cem\u003e\u0026nbsp;participant, 45 years old, FGD 1)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eb)\u0026nbsp; \u0026nbsp;Rejection of isolation practice\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eInterestingly, some family members rejected these restrictive instructions, prioritising the patient’s emotional well-being over the HCWs’ advice. This suggests that families sometimes demonstrated greater understanding of the psychological impact of isolation than the healthcare providers themselves.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e…\u003c/em\u003e\u003cem\u003eat the hospital, they told us that my husband should not share my spoon or share\u0026nbsp;\u003c/em\u003e\u003cem\u003ea\u0026nbsp;\u003c/em\u003e\u003cem\u003ecup or anything with me.\u0026nbsp;\u003c/em\u003e\u003cem\u003eHowever,\u003c/em\u003e\u003cem\u003e\u0026nbsp;my husband refused; he said he\u0026nbsp;\u003c/em\u003e\u003cem\u003edid not\u003c/em\u003e\u003cem\u003e\u0026nbsp;want what they said\u0026nbsp;\u003c/em\u003e\u003cem\u003ewould\u003c/em\u003e\u003cem\u003e\u0026nbsp;affect me\u003c/em\u003e\u003cem\u003e\u0026nbsp;…\u003c/em\u003e\u003cem\u003e\u0026nbsp;(\u003c/em\u003e\u003cem\u003efemale\u003c/em\u003e\u003cem\u003e\u0026nbsp;participant, 42 years old, FGD 2).\u003c/em\u003e\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eThis qualitative study provides important insights into the lived experiences of stigma faced by PwDR-TB within healthcare facilities in Lagos, Nigeria. Three main themes emerged: HCWs\u0026rsquo; negative attitudes and behaviours, the profound emotional and behavioural effects of these behaviours, and HCWs\u0026rsquo; unintended contribution to isolation practices at home through fear-based counselling.\u003c/p\u003e \u003cp\u003eLink and Phelan\u0026rsquo;s stigma framework provides a useful lens for understanding these findings. According to the framework, stigma involves a sequence of interconnected processes: labelling, stereotyping, separation, status loss, and discrimination, all operating within a context of unequal power. Participants\u0026rsquo; experiences reflected each of these components and showed how HCWs may reinforce stigma within healthcare settings [\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eThe first component of the framework is labelling. Participants described how their DR-TB diagnosis immediately marked them as different from other patients. Once HCWs became aware of their diagnosis, participants reported changes in behaviour, including shouting, avoidance, unnecessary separation, and public humiliation. In this way, DR-TB became a socially discrediting label that distinguished them from others within the healthcare setting.\u003c/p\u003e \u003cp\u003eStereotyping was also evident in participants\u0026rsquo; narratives. Many perceived that HCWs viewed them as highly infectious, dangerous, or irresponsible. These assumptions appeared to shape the way HCWs interacted with them. Participants described being avoided, being asked to sit outside, and observing HCWs wearing multiple face masks or instructing others to move away from them. Such behaviours reinforced stereotypes that PwDR-TB are a threat to others. Similar discriminatory behaviours have been reported in Ghana, South Africa, and Ethiopia, where PWTB experienced public shaming, avoidance, and disrespect from HCWs [\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e20\u003c/span\u003e, \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e21\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eThe third process in Link and Phelan\u0026rsquo;s framework is separation, which occurs when labelled individuals are placed into a distinct category of \u0026ldquo;us\u0026rdquo; and \u0026ldquo;them.\u0026rdquo; Participants repeatedly described experiences of physical and social separation within healthcare facilities. They were asked to leave waiting areas, sit apart from others, or avoid close contact with HCWs. Participants also viewed stigma within health facilities as more severe than stigma in the community because they could conceal their diagnosis from family members and neighbours, but not from healthcare providers. This institutional stigma is particularly harmful because HCWs are expected to provide compassionate and supportive care. Instead, their actions may reinforce the perception of DR-TB as a dangerous and shameful condition, thereby extending stigma beyond the health facility into the wider community [\u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e22\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eStatus loss and discrimination, the fourth and fifth elements of the framework, were strongly reflected in participants\u0026rsquo; accounts. Many described feeling devalued, disrespected, and treated \u0026ldquo;like animals.\u0026rdquo; Public humiliation, dismissive attitudes, and hostile behaviour conveyed the impression that they were less deserving of dignity and compassion than other patients. Participants frequently described the emotional impact of these experiences as \u0026ldquo;worse than the disease\u0026rdquo; itself. Similar findings have been reported in South Africa, where PwDR-TB experienced shame and humiliation during diagnosis and treatment because of the perception that the disease is highly contagious and life-threatening [\u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e20\u003c/span\u003e, \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e22\u003c/span\u003e]. In South Africa, some PWTB preferred private healthcare providers because of poor treatment in public facilities [\u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e23\u003c/span\u003e].\u003c/p\u003e \u003cp\u003e Participants in this study expressed a strong desire for empathy, understanding, and respectful treatment. Instead, many reported emotional distress, loss of dignity, and reluctance to continue care. Some considered defaulting on treatment or seeking alternative sources of care. Previous work in Lagos has shown that social support can reduce the effects of stigma on anxiety, loneliness, and depression among PwDR-TB [\u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e24\u003c/span\u003e]. Together, these findings suggest that healthcare-associated stigma may directly affect treatment adherence, mental well-being, and clinical outcomes.\u003c/p\u003e \u003cp\u003eLink and Phelan further argue that unequal power relationships sustain stigma. HCWs occupy positions of authority within healthcare systems and therefore have the power to define, categorise, and treat patients in particular ways. Because PwDR-TB depend on HCWs for medication, follow-up, and support, they may feel unable to challenge discriminatory treatment. Several participants reported that they endured mistreatment in silence because they feared further humiliation or did not know how to report their experiences. This imbalance of power may allow stigma to persist and limit patients\u0026rsquo; ability to resist or respond.\u003c/p\u003e \u003cp\u003eThe study also found that HCWs unintentionally contributed to stigma by promoting unnecessary isolation practices at home. Participants reported being advised to use separate utensils, sleep in separate rooms, and avoid sharing household items with family members. Although these recommendations were intended to prevent transmission, they often resulted in loneliness, rejection, and emotional distress. Similar findings have been reported in Ghana, where HCWs encouraged restrictive practices such as limiting family visits and enforcing prolonged isolation [\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e]. Such recommendations may extend stigma from the healthcare setting into patients\u0026rsquo; homes and communities. These isolation practices can also be understood through Link and Phelan\u0026rsquo;s concept of separation. By encouraging patients to avoid close contact with family members and to isolate themselves within the home, HCWs may reinforce the idea that PwDR-TB are fundamentally different from others and should be physically separated from them. This may deepen patients\u0026rsquo; feelings of exclusion and reduce their sense of belonging within their households and communities.\u003c/p\u003e \u003cp\u003eThe emphasis on isolation appeared to be driven more by fear of infection than by evidence-based infection-control guidance. Studies from South Africa and Tanzania suggest that HCWs\u0026rsquo; fear of TB transmission is often linked to limited knowledge of infection-control procedures and low confidence in existing facility-level measures [\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e25\u003c/span\u003e, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e26\u003c/span\u003e]. Infection prevention and control (IPC) measures for TB can sometimes justify both direct discrimination by HCWs and structural discrimination through institutional policies. In a study from South Africa, some facilities required MDR-TB patients to wear masks continuously, regardless of treatment duration or infectiousness. [\u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e27\u003c/span\u003e] Such practices can cause unnecessary isolation and stigma. This fear-based approach may prioritise physical separation at the expense of patients\u0026rsquo; emotional well-being, despite evidence that timely and consistent treatment rapidly reduces infectiousness [\u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e28\u003c/span\u003e]. Interestingly, some family members in this study rejected the advice given by HCWs because they recognised its potential emotional harm. This suggests that families appeared to appreciate the need to balance infection prevention with psychological support.\u003c/p\u003e \u003cp\u003eThere is limited evidence on stigma-reduction interventions for TB in Nigeria. Existing research suggests that training HCWs in infection prevention and control, alongside improvements in facility infrastructure and administrative procedures, may help reduce fear and improve care [\u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e29\u003c/span\u003e]. However, training alone may be insufficient if it does not address the underlying attitudes and anxieties that contribute to discriminatory behaviour. HCW education should therefore include the psychological consequences of stigma and the importance of respectful, patient-centred care [\u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e30\u003c/span\u003e]. In addition, there is a need to strengthen the implementation of the national IPC guidelines, which provide clear, evidence-based guidance on the likely duration of infectiousness after treatment initiation. They should specify how IPC measures should be applied in households, communities, and health facilities, while also considering the psychological and social harm caused by prolonged or unnecessary isolation. Recent guidelines from the National Tuberculosis Coalition of America offer a useful model for achieving this balance [\u003cspan citationid=\"CR31\" class=\"CitationRef\"\u003e31\u003c/span\u003e]. Ongoing mentoring and supportive supervision may also strengthen HCWs\u0026rsquo; confidence in managing DR-TB without relying on fear-based practices [\u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e26\u003c/span\u003e]. In addition, psychosocial support, peer-support groups, faith-based support, and financial assistance may help patients cope with stigma and improve their quality of life [\u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e32\u003c/span\u003e].\u003c/p\u003e \u003cdiv id=\"Sec14\" class=\"Section2\"\u003e \u003ch2\u003eLimitations\u003c/h2\u003e \u003cp\u003eThis study has several limitations. First, self-selection bias is possible because individuals with particularly strong views or negative experiences may have been more willing to participate in the focus groups. Second, participants who had been on treatment for less than three months were excluded, meaning that the experiences of newly diagnosed patients were not captured. Third, as with all qualitative studies, participants\u0026rsquo; accounts may have been affected by recall bias.\u003c/p\u003e \u003cp\u003eThe interviews were conducted in health facilities where participants were receiving treatment, potentially introducing social desirability bias. Participants may have moderated their responses because they were aware that some answers could be viewed more favourably than others. The focus group dynamics may have influenced participants to conform to dominant views. In addition, although thematic saturation was achieved, the relatively small number of focus groups may not have captured the full range of experiences across all DR-TB treatment centres in Lagos. Finally, this study included only the perspectives of PwDR-TB and did not explore HCWs' views. As a result, the findings reflect patients\u0026rsquo; experiences and may not fully explain the factors underlying HCWs\u0026rsquo; behaviour. Future research should include HCWs to understand the drivers of stigma better and identify feasible interventions.\u003c/p\u003e \u003cp\u003eDespite these limitations, the study provides rich, context-specific evidence on healthcare-associated stigma among PwDR-TB in Lagos and highlights important opportunities to improve patient-centred care.\u003c/p\u003e \u003c/div\u003e"},{"header":"Conclusion","content":"\u003cp\u003eThis study demonstrates that healthcare-associated stigma is a major barrier to effective DR-TB care in Lagos, Nigeria. Negative attitudes and behaviours from HCWs contribute to emotional distress, diminished trust in healthcare services, healthcare avoidance, and increased risk of poor treatment adherence. These findings underscore the importance of addressing stigma as a core component of patient-centred DR-TB care.\u003c/p\u003e \u003cp\u003eInterpreted through Link and Phelan\u0026rsquo;s stigma framework, the findings highlight how processes such as stereotyping, separation, and discrimination, when reinforced within healthcare settings, can adversely shape patient experiences and outcomes. Addressing these mechanisms requires interventions that operate across multiple levels of the health system. At the provider level, targeted training is needed to promote respectful, patient-centred care and to address fear-driven practices that contribute to stigma. IPC training should emphasise evidence-based measures to reduce unnecessary isolation and discriminatory behaviours. At the facility level, the establishment of anonymous patient feedback systems is essential to enable individuals with DR-TB to report mistreatment safely and to strengthen accountability. At the programmatic level, integrating stigma-reduction strategies into routine DR-TB service delivery guidelines is crucial. The National Tuberculosis and Leprosy Control Programme should prioritise stigma reduction through structured training, supportive supervision, continuous monitoring of patient experiences, and the provision of evidence-based guidelines for IPC measures at the family, health facility, and community levels. In parallel, psychosocial support services should be strengthened to help patients cope with stigma and its consequences.\u003c/p\u003e \u003cp\u003eOverall, reducing healthcare-associated stigma requires a comprehensive, multi-level approach that addresses both structural and behavioural drivers. Such efforts are essential not only to improve patient dignity and well-being but also to enhance treatment adherence and optimise DR-TB outcomes in a high-burden setting like Nigeria.\u003c/p\u003e"},{"header":"Abbreviations","content":"\u003cp\u003eDR-TB\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;Drug-resistant tuberculosis\u003c/p\u003e\n\u003cp\u003eFGDs\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;Focus Group Discussions\u003c/p\u003e\n\u003cp\u003eHCWs\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;Healthcare workers\u003c/p\u003e\n\u003cp\u003eHIV/AIDS: Human immunodeficiency syndrome/ Acquired Immune Deficiency Syndrome\u003c/p\u003e\n\u003cp\u003eIPC\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;Infection Prevention and Control\u003c/p\u003e\n\u003cp\u003eLCDAs\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;Local Council Development Areas\u003c/p\u003e\n\u003cp\u003eLGAs\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;Local Government Areas\u003c/p\u003e\n\u003cp\u003ePWTB\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;People with tuberculosis\u003c/p\u003e\n\u003cp\u003eTB\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;Tuberculosis\u003c/p\u003e\n\u003cp\u003ePwDR-TB\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;People with drug-resistant tuberculosis\u003c/p\u003e"},{"header":"Statements and declarations","content":"\u003cp\u003e\u003cstrong\u003eEthical approval:\u0026nbsp;\u003c/strong\u003e\u003cem\u003eThis study was performed in\u0026nbsp;\u003c/em\u003e\u003cem\u003eaccordance\u003c/em\u003e\u003cem\u003e\u0026nbsp;with the principles of the Declaration of Helsinki. Approval was granted by the\u0026nbsp;\u003c/em\u003eHealth Research and Ethics Committee of the Lagos State University Teaching Hospital (LREC/06/10/2179) and the Institutional Research Ethics Committee of Durban University of Technology, South Africa (IREC 066/230). The Lagos State Ministry of Health and the medical directors of the DR-TB treatment centres where participants were recruited granted the gatekeepers permission to interview participants.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eInformed consent:\u0026nbsp;\u003c/strong\u003eWritten informed consent\u0026nbsp;\u003cem\u003ewas obtained from all participants included in the study. The study's objectives were explained to the participants. They were also informed that participation or\u0026nbsp;\u003c/em\u003e\u003cem\u003enonparticipation\u003c/em\u003e\u003cem\u003e\u0026nbsp;in the study would not affect the provision of healthcare services. In addition, they were told that they were free to withdraw their consent at any time during the study. The data\u0026nbsp;\u003c/em\u003e\u003cem\u003ewere\u003c/em\u003e\u003cem\u003e\u0026nbsp;anonymised, and personal identifiers were not obtained.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cstrong\u003eConsent for publication:\u003c/strong\u003e\u003c/em\u003e\u003cem\u003e\u0026nbsp;Not applicable.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cstrong\u003eAvailability of data and materials:\u003c/strong\u003e\u003c/em\u003e\u003cem\u003e\u0026nbsp;T\u003c/em\u003ehe datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCompeting interest:\u003c/strong\u003e\u003cem\u003eThe authors have no relevant financial or\u0026nbsp;\u003c/em\u003e\u003cem\u003enonfinancial\u003c/em\u003e\u003cem\u003e\u0026nbsp;interests to disclose.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cstrong\u003eFunding:\u003c/strong\u003e\u003c/em\u003e\u003cem\u003e\u0026nbsp;The authors declare that no funds, grants, or other support\u0026nbsp;\u003c/em\u003e\u003cem\u003ewere\u003c/em\u003e\u003cem\u003e\u0026nbsp;received during the preparation of this manuscript.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAuthors' contributions:\u0026nbsp;\u003c/strong\u003eOAA conceived the study, analysed the data, and prepared the manuscript. OAA and FH were involved in the study design and literature search. OAA, FH, OD and CJ were involved with coding of the\u0026nbsp;transcripts.\u0026nbsp;CJ,\u0026nbsp;OD\u0026nbsp;and\u0026nbsp;FH\u0026nbsp;were\u0026nbsp;involved\u0026nbsp;in\u0026nbsp;interpreting\u0026nbsp;the\u0026nbsp;data and coding.\u0026nbsp;FH, CJ and OD critically revised the manuscript for intellectual content. All the\u0026nbsp;authors read and approved the final manuscript. OAA, FH and OD are guarantors of the manuscript.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAcknowledgements:\u003c/strong\u003e The authors wish to acknowledge the Lagos State Ministry of Health and the Lagos State TB and Leprosy Control Programme for granting permission to conduct this study. We also acknowledge the assistance and support of the management of the DR-TB treatment centres where the study was conducted. Special thanks to Nnenna Karen Ihezie for working tirelessly while coding the transcripts.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n\u003cli\u003eWorld Health Organization. Global TB report 2025. https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2025. Accessed March 25 2026.\u003c/li\u003e\n\u003cli\u003eMichalik M, Lorenc T, Marcinkowski K, Muras M, Mikszta N, Mikszta J, et al. Advances and prospects for treatment strategies of drug-resistant tuberculosis: a review. GMS Hyg Infect Control. 2025; 20:33. doi: 10.3205/dgkh000562.\u003c/li\u003e\n\u003cli\u003eThomas BE, Shanmugam P, Malaisamy M, Ovung S, Suresh C, Subbaraman R, et al. Psycho-Socioeconomic issues challenging multidrug-resistant tuberculosis patients: a systematic review. PLoS One. 2016;11(1): e0147397. doi:10.1371/journal.pone.0147397.\u003c/li\u003e\n\u003cli\u003eCourtwright A, Turner AN. 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Stigma in health facilities: Why it matters and how we can change it. \u003cem\u003eBMC Medicine. 2019;\u003c/em\u003e 17(1): 25. https://doi.org/10.1186/s12916-019-1256-2.\u003c/li\u003e\n\u003cli\u003eShah M, Dansky Z, Nathavitharana R, Behm H, Brown S, Dov L, et al. National Tuberculosis Coalition of America (NTCA) guidelines for respiratory isolation and restrictions to reduce transmission of pulmonary tuberculosis in community settings. Clin Infect Dis. 2024;ciae199. https:// doi.org/10.1093/cid/ciae199.\u003c/li\u003e\n\u003cli\u003eDaftary A, Mondal S, Zelnick J, Friedland G, Seepamore B, Boodhram R, et al. Dynamic needs and challenges of people with drug-resistant tuberculosis and HIV in South Africa: a qualitative study. Lancet Glob Health. 2021; 9(4): doi: 10.1016/S2214-109X(20)30548-9.\u003c/li\u003e\n\u003c/ol\u003e"},{"header":"Table","content":"\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"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":"bmc-public-health","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"pubh","sideBox":"Learn more about [BMC Public Health](http://bmcpublichealth.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/pubh/default.aspx","title":"BMC Public Health","twitterHandle":"@BMC_series","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"Drug-resistant tuberculosis, stigma, healthcare workers, qualitative research, Nigeria, patient-centred care","lastPublishedDoi":"10.21203/rs.3.rs-9390143/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-9390143/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e\u003cstrong\u003eBackground\u003c/strong\u003e\u003cbr\u003e\nHealthcare-associated stigma remains a critical but underexplored barrier to effective drug-resistant tuberculosis (DR-TB) care, particularly in high-burden settings. Negative attitudes and discriminatory behaviours by healthcare workers (HCWs) may undermine treatment adherence, psychological well-being, and trust in the health system among people with DR-TB (PwDR-TB). This study explored the lived experiences of healthcare-related stigma among PwDR-TB in Lagos, Nigeria, and examined its implications for care engagement and treatment outcomes.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMethods\u003c/strong\u003e\u003cbr\u003e\nFive focus group discussions were held with 53 PwDR-TB receiving care at five purposively selected DR-TB outpatient treatment centres in Lagos between April and June 2024. Participants were adults aged 18 years or older who had been on treatment for at least 3 months. Discussions were audio-recorded, transcribed verbatim, and analysed using thematic analysis. Reporting was guided by the Consolidated Criteria for Reporting Qualitative Research (COREQ). Link and Phelan’s stigma framework informed the interpretation of the findings.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eResults\u003c/strong\u003e\u003cbr\u003e\nThree major themes emerged. First, participants described pervasive stigmatising attitudes and behaviours from HCWs, including rudeness, avoidance, and public humiliation during care encounters. Second, these experiences produced profound emotional and behavioural consequences, including feelings of shame, dehumanisation, reduced trust in healthcare providers, and reluctance to attend clinic appointments, with some participants contemplating treatment interruption. Third, HCWs inadvertently reinforced stigma through fear-based infection prevention counselling, which promoted unnecessary isolation practices at home and contributed to social exclusion and psychological distress. Participants perceived stigma within healthcare settings as more severe than in the community due to the inability to conceal their diagnosis and the authority of HCWs. Using Link and Phelan’s framework, these findings reflect processes of labelling, stereotyping, separation, and discrimination operating within healthcare environments.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConclusion\u003c/strong\u003e\u003cbr\u003e\nHealthcare-associated stigma represents a significant barrier to patient-centred DR-TB care in Nigeria. Interventions are needed at multiple levels, including HCW training on respectful communication and evidence-based infection control, psychosocial support for patients, and institutional mechanisms for reporting discrimination. Addressing stigma across its structural and interpersonal dimensions may improve treatment adherence, patient experiences, and overall DR-TB outcomes in high-burden settings.\u003c/p\u003e","manuscriptTitle":"“The way they treat us is worse than the disease”: Healthcare workers’ stigmatizing attitudes and behaviours towards people with drug-resistant tuberculosis in Lagos, Nigeria: A qualitative study","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-05-08 09:52:26","doi":"10.21203/rs.3.rs-9390143/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewerAgreed","content":"87989807242860806318934893447125013688","date":"2026-05-11T11:59:03+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"327817009316581930348656236709973912130","date":"2026-05-09T14:21:10+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-04-30T02:55:19+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2026-04-14T07:46:51+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-04-13T03:29:39+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-04-13T03:29:01+00:00","index":"","fulltext":""},{"type":"submitted","content":"BMC Public Health","date":"2026-04-11T19:01:16+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"bmc-public-health","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"pubh","sideBox":"Learn more about [BMC Public Health](http://bmcpublichealth.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/pubh/default.aspx","title":"BMC Public Health","twitterHandle":"@BMC_series","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"d030d403-8f31-408f-9e40-a1566e0dea83","owner":[],"postedDate":"May 8th, 2026","published":true,"recentEditorialEvents":[{"type":"reviewerAgreed","content":"87989807242860806318934893447125013688","date":"2026-05-11T11:59:03+00:00","index":57,"fulltext":""},{"type":"reviewerAgreed","content":"327817009316581930348656236709973912130","date":"2026-05-09T14:21:10+00:00","index":54,"fulltext":""},{"type":"reviewersInvited","content":"20","date":"2026-04-30T02:55:19+00:00","index":"","fulltext":""}],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-05-08T09:52:26+00:00","versionOfRecord":[],"versionCreatedAt":"2026-05-08 09:52:26","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-9390143","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-9390143","identity":"rs-9390143","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}