Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda

dc.contributor.author Rajesh Kumar Singh
dc.contributor.author Saurabh Agrawal
dc.contributor.author Abhishek Sahu
dc.contributor.author Yigit Kazancoglu
dc.date JAN 16
dc.date.accessioned 2025-10-06T16:22:36Z
dc.date.issued 2023
dc.description.abstract PurposeThe proposed article is aimed at exploring the opportunities challenges and possible outcomes of incorporating big data analytics (BDA) into health-care sector. The purpose of this study is to find the research gaps in the literature and to investigate the scope of incorporating new strategies in the health-care sector for increasing the efficiency of the system.Design/methodology/approachFora state-of-the-art literature review a systematic literature review has been carried out to find out research gaps in the field of healthcare using big data (BD) applications. A detailed research methodology including material collection descriptive analysis and categorization is utilized to carry out the literature review.FindingsBD analysis is rapidly being adopted in health-care sector for utilizing precious information available in terms of BD. However it puts forth certain challenges that need to be focused upon. The article identifies and explains the challenges thoroughly.Research limitations/implicationsThe proposed study will provide useful guidance to the health-care sector professionals for managing health-care system. It will help academicians and physicians for evaluating improving and benchmarking the health-care strategies through BDA in the health-care sector. One of the limitations of the study is that it is based on literature review and more in-depth studies may be carried out for the generalization of results.Originality/valueThere are certain effective tools available in the market today that are currently being used by both small and large businesses and corporations. One of them is BD which may be very useful for health-care sector. A comprehensive literature review is carried out for research papers published between 1974 and 2021.
dc.identifier.doi 10.1108/TQM-02-2021-0051
dc.identifier.issn 1754-2731
dc.identifier.uri http://dx.doi.org/10.1108/TQM-02-2021-0051
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/7440
dc.language.iso English
dc.publisher EMERALD GROUP PUBLISHING LTD
dc.relation.ispartof The TQM Journal
dc.source TQM JOURNAL
dc.subject Big data, Big data analytics, Health-care analytics, Key challenges
dc.subject SUPPLY CHAIN MANAGEMENT, INFORMATION-TECHNOLOGY CAPABILITY, PREDICTIVE ANALYTICS, DATA CHALLENGES, BUSINESS INTELLIGENCE, FIRM PERFORMANCE, PUBLIC-HEALTH, DATA SCIENCE, QUALITY, PRIVACY
dc.title Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda
dc.type Review
dspace.entity.type Publication
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gdc.bip.influenceclass C4
gdc.bip.popularityclass C4
gdc.coar.type text::review
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gdc.description.endpage 291
gdc.description.startpage 262
gdc.description.volume 35
gdc.identifier.openalex W3141715360
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gdc.oaire.sciencefields 0502 economics and business
gdc.oaire.sciencefields 05 social sciences
gdc.oaire.sciencefields 0202 electrical engineering, electronic engineering, information engineering
gdc.oaire.sciencefields 02 engineering and technology
gdc.openalex.collaboration International
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gdc.opencitations.count 44
gdc.plumx.crossrefcites 47
gdc.plumx.mendeley 161
gdc.plumx.scopuscites 43
oaire.citation.endPage 291
oaire.citation.startPage 262
person.identifier.orcid Singh- Rajesh Kr/0000-0002-9057-2189, Agrawal- Saurabh/0000-0003-1784-1730, Kazancoglu- Yigit/0000-0001-9199-671X, Sahu- Dr. Abhishek/0000-0001-6481-6728,
publicationissue.issueNumber 1
publicationvolume.volumeNumber 35
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