State-Wise Literacy Rates in India: Analyzing Regional Disparities, Gender Gaps, and Policy Impacts

State-Wise Literacy Rates in India: Analyzing Regional Disparities, Gender Gaps, and Policy Impacts | 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 State-Wise Literacy Rates in India: Analyzing Regional Disparities, Gender Gaps, and Policy Impacts KHRITISH SWARGIARY This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4692387/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Literacy is a fundamental human right and a key indicator of socio-economic development. In India, literacy rates vary significantly across different states, influenced by historical contexts, economic conditions, social structures, and policy interventions. This study provides a comprehensive analysis of state-wise literacy rates in India, focusing on male and female literacy disparities. Using data from the National Statistical Office (NSO) survey based on the 2011 Census, the study employs descriptive statistics, exploratory data analysis, and gap analysis to uncover regional disparities and gender gaps. The findings highlight significant regional and gender disparities in literacy rates. Kerala leads with an average literacy rate of 96.2%, while Bihar and Andhra Pradesh lag behind. Gender disparities are evident, with a national male literacy rate of 84.7% compared to 70.3% for females. Government initiatives like the Sarva Shiksha Abhiyan (SSA) and the National Literacy Mission (NLM) have had varying impacts across states. The study underscores the need for region-specific educational policies and targeted interventions to address socio-economic barriers and promote female education. Literacy Rates Regional Disparities Gender Gap Policy Interventions India Full Text Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. 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-4692387","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":323174013,"identity":"66f6c1c7-3df0-430f-a087-5a02e4e9748e","order_by":0,"name":"KHRITISH SWARGIARY","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA7UlEQVRIiWNgGAWjYBACCQkGhgMMBgwJ/CAeYwOxWg4AtUi2kaIFaA1DgsExYrVIzu59ePhDQV2e8f3mgx9+7rDJl29gPvbxCx4t0jLHDYAOO1xsdowtWbL3TJrlhgNsybNl8GiRk0gD+eVA4rZjPAbSjG2HDQwYeIyZJQhrqUvc3Mb/+Tdj238D+QYCWqQhWpgTN7DxsAFtAQbeAR5jxg/4vD8DqOWMweHEGcfSzCx725INDA6zJTPj0cEgcSON+UPFn7rE/ubDj2/8bLMzkG9vPsz4A58eTAC0gpmHNC1AQKoto2AUjIJRMLwBAOFvTvVJrJUbAAAAAElFTkSuQmCC","orcid":"","institution":"EdTech Research Association","correspondingAuthor":true,"prefix":"","firstName":"KHRITISH","middleName":"","lastName":"SWARGIARY","suffix":""}],"badges":[],"createdAt":"2024-07-05 12:53:29","currentVersionCode":1,"declarations":{"humanSubjects":false,"vertebrateSubjects":false,"conflictsOfInterestStatement":false,"humanSubjectEthicalGuidelines":false,"humanSubjectConsent":false,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false},"doi":"10.21203/rs.3.rs-4692387/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4692387/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":59970408,"identity":"205a843a-2a9a-454f-8555-741e61bf890e","added_by":"auto","created_at":"2024-07-10 03:14:27","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":343297,"visible":true,"origin":"","legend":"","description":"","filename":"Revisedliteracy2023.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4692387/v1_covered_cd566a40-0d70-413b-b363-9f524fde263f.pdf"}],"financialInterests":"The authors declare no competing interests.","formattedTitle":"\u003cp\u003e\u003cstrong\u003eState-Wise Literacy Rates in India: Analyzing Regional Disparities, Gender Gaps, and Policy Impacts\u003c/strong\u003e\u003c/p\u003e","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Literacy Rates, Regional Disparities, Gender Gap, Policy Interventions, India","lastPublishedDoi":"10.21203/rs.3.rs-4692387/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4692387/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e\u003cem\u003eLiteracy is a fundamental human right and a key indicator of socio-economic development. 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