Efficiency-Based Housing Allocation: Leveraging DEA with CCR Model for Enhanced Decision-Making in Real Estate

Efficiency-Based Housing Allocation: Leveraging DEA with CCR Model for Enhanced Decision-Making in Real Estate | 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 Efficiency-Based Housing Allocation: Leveraging DEA with CCR Model for Enhanced Decision-Making in Real Estate ISHIKA GUPTA, Himanshi . This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4296655/v1 This work is licensed under a CC BY 4.0 License Status: Under Revision Version 1 posted 5 You are reading this latest preprint version Abstract In an innovative approach to traditional house searches, this study leverages Data Envelopment Analysis (DEA) with the Charnes, Cooper and Rhodes (CCR) model. Live Housing data from a diverse pool of houses is analyzed, clustering them based on price ranges. By constructing an efficiency frontier graph, the study identifies optimal housing allocations within each cluster. This method not only refines the house search process but also quantifies the efficiency of houses, enabling a nuanced comparison. The application of DEA provides a robust framework for evaluating housing options, offering a data-driven solution to enhance decision-making in the real estate market. Data Envelopment Analysis (DEA) Charnes Cooper and Rhodes (CCR) Efficiency Frontier Graph optimal housing allocations Full Text Cite Share Download PDF Status: Under Revision Version 1 posted Editorial decision: Major revisions 28 Jul, 2024 Reviewers agreed at journal 28 Jun, 2024 Reviewers invited by journal 28 Jun, 2024 Editor invited by journal 20 Apr, 2024 First submitted to journal 20 Apr, 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-4296655","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":320371620,"identity":"6a7fd130-9da8-47ab-9b02-4562a1de3176","order_by":0,"name":"ISHIKA GUPTA","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABFUlEQVRIiWNgGAWjYBACNgYehoMNUM6BBAMbOTDjAVFa2BgYHzyoSDOG6MVrDw8DI1QLs+GDM4cSwRx8Wvj4zx48OKOmNnG7fPMzicS2A+nzww4/BNpiJ6fbgF0Lm0RewsENx44n7mxjMwNquZO78XaaAVBLsrHZAVxaeAwOPmA7lrjhGANIy7PcjbMTQFoOJG7DpYX/DFDLP5AW9m9ALYfTDWenf8CvhSHH4ODGthqgFh5jg4QzhxPkpXMI2CIB1DKz74DxzracwgcJFWmGG6RzCoARhNsv8v1njD/2fKuT3c58fMPBHwY28vKz0zd/+FBhJ4dLCxQcZjCAMQ3AKg1wKoWBOoQa+QaCqkfBKBgFo2CEAQABq2+PEkT6BQAAAABJRU5ErkJggg==","orcid":"https://orcid.org/0009-0001-0990-3068","institution":"Delhi Technological University","correspondingAuthor":true,"prefix":"","firstName":"ISHIKA","middleName":"","lastName":"GUPTA","suffix":""},{"id":320371621,"identity":"b32ab94e-a02f-4f58-9b02-283504f92852","order_by":1,"name":"Himanshi .","email":"","orcid":"","institution":"Delhi Technological University","correspondingAuthor":false,"prefix":"","firstName":"Himanshi","middleName":"","lastName":".","suffix":""}],"badges":[],"createdAt":"2024-04-20 08:55:19","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4296655/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4296655/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":60784355,"identity":"16d6ee0f-dc07-4481-965c-fda3be9c0fd2","added_by":"auto","created_at":"2024-07-22 04:30:38","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":3395705,"visible":true,"origin":"","legend":"","description":"","filename":"Researchpaper11.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4296655/v1_covered_fdb7aa7b-c71f-4a5f-b799-3f0c72db8caa.pdf"}],"financialInterests":"","formattedTitle":"Efficiency-Based Housing Allocation: Leveraging DEA with CCR Model for Enhanced Decision-Making in Real Estate","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"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":"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":"Data Envelopment Analysis (DEA), Charnes Cooper and Rhodes (CCR), Efficiency Frontier Graph, optimal housing allocations","lastPublishedDoi":"10.21203/rs.3.rs-4296655/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4296655/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eIn an innovative approach to traditional house searches, this study leverages Data Envelopment Analysis (DEA) with the Charnes, Cooper and Rhodes (CCR) model. 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