Estimating Weightage and Prioritizing Major Domains of Inclusive Education Assessment Framework using Analytical Hierarchy Process

preprint OA: closed
Full text JSON View at publisher
Full text 13,044 characters · extracted from preprint-html · click to expand
Estimating Weightage and Prioritizing Major Domains of Inclusive Education Assessment Framework using Analytical Hierarchy Process | 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 Estimating Weightage and Prioritizing Major Domains of Inclusive Education Assessment Framework using Analytical Hierarchy Process UMESH KUMAR, Haimanti Banerji This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-5191583/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 24 Jul, 2025 Read the published version in International Journal of System Assurance Engineering and Management → Version 1 posted 4 You are reading this latest preprint version Abstract Inclusive education, imperative globally, addresses the challenges faced by a substantial population with disabilities. The principles of human factor engineering, centered on creating a holistic, safe, and sustainable environment, directly align with mainstreaming persons with disabilities. Quality education, a vital aspect of sustainable development goals, enhances societal resilience. In India, the absence of facilities, inclusive infrastructure, and a barrier-free environment hampers inclusive school achievement. This study contributes to an ongoing investigation, creating an assessment framework for successful inclusive education in Delhi's elementary schools. After consensus analysis with 25 experts through two rounds of fuzzy Delphi, 33 assessment indicators were derived across 7 domains. Indicators are previously prioritized by multi-criteria decision making (MCDM) methods [technique for order preference by similarity to ideal solution (TOPSIS), gray relational analysis (GRA), relative to an identified distribution integral transformation (RIDIT)], this research now aims to prioritize and assign weights to the seven major domains using the analytical hierarchy process (AHP). A paper-based survey gathered 71 responses from educational professionals. Results highlight the highest weightage for "availability of appropriate resources (21.4%)" and the lowest for "teacher's Attitude (7.9%)". Future work involves developing an assessment framework for effective inclusive education, utilizing the research's priorities and weights to enhance budgeting, strategic planning, and policymaking for inclusive schools in India. Inclusive Education Children with Disabilities Priority Ranking Weightage Analytical Hierarchy Process (AHP) Safety Enhancing Accessibility Full Text Cite Share Download PDF Status: Published Journal Publication published 24 Jul, 2025 Read the published version in International Journal of System Assurance Engineering and Management → Version 1 posted Reviewers agreed at journal 06 Nov, 2024 Reviewers invited by journal 05 Nov, 2024 Editor invited by journal 03 Oct, 2024 First submitted to journal 02 Oct, 2024 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-5191583","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":374636870,"identity":"909b117f-193e-434d-9fcb-7dff87a3ef6c","order_by":0,"name":"UMESH KUMAR","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA3klEQVRIie3OMQrCMBSA4Vc66BDtWinYK6QUuuhhCkKmgp3EQUtBsFeoxxAvUHmgS2ZRsgiubhkFMRXBLdZNMD/kkSEfeQAm049mP2crf11UVTNCqq+JG7+JNnpAlCnMfWd1DWQ6HYJT5BamOiIY80rYB6VIQq/kDFxeAZZakkQ2gV0MIqFeZ4lA1YZItGQsZU38Ew9vDUkCHoFZTI8kavZLT7BIkSpYczYZEM6Iy7e5lnTF6KIWy/z+HjeCTId9p1ig1JFn1h3VbNP6rh5b+SdQl6nTOjd5aTKZTH/YAx0QSOXXOiI9AAAAAElFTkSuQmCC","orcid":"https://orcid.org/0009-0002-9329-5807","institution":"Indian Institute of Technology Kharagpur Department of Architecture and Regional Planning","correspondingAuthor":true,"prefix":"","firstName":"UMESH","middleName":"","lastName":"KUMAR","suffix":""},{"id":374636871,"identity":"fe461463-deb4-4159-8d32-ceaf358dabb5","order_by":1,"name":"Haimanti Banerji","email":"","orcid":"","institution":"Indian Institute of Technology Kharagpur Department of Architecture and Regional Planning","correspondingAuthor":false,"prefix":"","firstName":"Haimanti","middleName":"","lastName":"Banerji","suffix":""}],"badges":[],"createdAt":"2024-10-02 08:28:03","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-5191583/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-5191583/v1","draftVersion":[],"editorialEvents":[{"content":"https://doi.org/10.1007/s13198-025-02869-3","type":"published","date":"2025-07-24T15:57:27+00:00"}],"editorialNote":"","failedWorkflow":false,"files":[{"id":88506546,"identity":"473b5806-8f83-470c-8e63-a9b2ff39a21c","added_by":"auto","created_at":"2025-08-07 07:32:58","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":564665,"visible":true,"origin":"","legend":"","description":"","filename":"SHADG245011.pdf","url":"https://assets-eu.researchsquare.com/files/rs-5191583/v1_covered_3775fa9c-3b61-4846-91f3-b70da1651195.pdf"}],"financialInterests":"","formattedTitle":"Estimating Weightage and Prioritizing Major Domains of Inclusive Education Assessment Framework using Analytical Hierarchy Process","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":true,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"international-journal-of-system-assurance-engineering-and-management","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"ijsa","sideBox":"Learn more about [International Journal of System Assurance Engineering and Management](http://link.springer.com/journal/13198)","snPcode":"13198","submissionUrl":"https://www.editorialmanager.com/ijsa/default2.aspx","title":"International Journal of System Assurance Engineering and Management","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"Inclusive Education, Children with Disabilities, Priority Ranking, Weightage, Analytical Hierarchy Process (AHP), Safety, Enhancing Accessibility","lastPublishedDoi":"10.21203/rs.3.rs-5191583/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-5191583/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"Inclusive education, imperative globally, addresses the challenges faced by a substantial population with disabilities. The principles of human factor engineering, centered on creating a holistic, safe, and sustainable environment, directly align with mainstreaming persons with disabilities. Quality education, a vital aspect of sustainable development goals, enhances societal resilience. In India, the absence of facilities, inclusive infrastructure, and a barrier-free environment hampers inclusive school achievement. This study contributes to an ongoing investigation, creating an assessment framework for successful inclusive education in Delhi's elementary schools. After consensus analysis with 25 experts through two rounds of fuzzy Delphi, 33 assessment indicators were derived across 7 domains. Indicators are previously prioritized by multi-criteria decision making (MCDM) methods [technique for order preference by similarity to ideal solution (TOPSIS), gray relational analysis (GRA), relative to an identified distribution integral transformation (RIDIT)], this research now aims to prioritize and assign weights to the seven major domains using the analytical hierarchy process (AHP). A paper-based survey gathered 71 responses from educational professionals. Results highlight the highest weightage for \"availability of appropriate resources (21.4%)\" and the lowest for \"teacher's Attitude (7.9%)\". Future work involves developing an assessment framework for effective inclusive education, utilizing the research's priorities and weights to enhance budgeting, strategic planning, and policymaking for inclusive schools in India.","manuscriptTitle":"Estimating Weightage and Prioritizing Major Domains of Inclusive Education Assessment Framework using Analytical Hierarchy Process","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-11-19 02:33:44","doi":"10.21203/rs.3.rs-5191583/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewerAgreed","content":"","date":"2024-11-06T05:54:31+00:00","index":0,"fulltext":""},{"type":"reviewersInvited","content":"","date":"2024-11-06T04:31:49+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"International Journal of System Assurance Engineering and Management","date":"2024-10-03T16:19:17+00:00","index":"","fulltext":""},{"type":"submitted","content":"International Journal of System Assurance Engineering and Management","date":"2024-10-02T04:22:38+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"international-journal-of-system-assurance-engineering-and-management","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"ijsa","sideBox":"Learn more about [International Journal of System Assurance Engineering and Management](http://link.springer.com/journal/13198)","snPcode":"13198","submissionUrl":"https://www.editorialmanager.com/ijsa/default2.aspx","title":"International Journal of System Assurance Engineering and Management","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"05ecc866-bd13-4db0-8cfd-b598f1040885","owner":[],"postedDate":"November 19th, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[],"tags":[],"updatedAt":"2025-08-07T07:23:51+00:00","versionOfRecord":{"articleIdentity":"rs-5191583","link":"https://doi.org/10.1007/s13198-025-02869-3","journal":{"identity":"international-journal-of-system-assurance-engineering-and-management","isVorOnly":false,"title":"International Journal of System Assurance Engineering and Management"},"publishedOn":"2025-07-24 15:57:27","publishedOnDateReadable":"July 24th, 2025"},"versionCreatedAt":"2024-11-19 02:33:44","video":"","vorDoi":"10.1007/s13198-025-02869-3","vorDoiUrl":"https://doi.org/10.1007/s13198-025-02869-3","workflowStages":[]},"version":"v1","identity":"rs-5191583","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-5191583","identity":"rs-5191583","version":["v1"]},"buildId":"qtupq5eGEP_6zYnWcrvyt","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2024) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00