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

被引:24
作者
Singh, Rajesh Kumar [1 ]
Agrawal, Saurabh [2 ]
Sahu, Abhishek [3 ]
Kazancoglu, Yigit [4 ]
机构
[1] Management Dev Inst, Gurgaon, India
[2] Delhi Technol Univ, Delhi Sch Management, Delhi, India
[3] Delhi Technol Univ, Dept Mech Prod & Ind Engn, Delhi, India
[4] Yasar Univ, Logist Management, Izmir, Turkiye
关键词
Big data; Big data analytics; Health-care analytics; Key challenges; SUPPLY CHAIN MANAGEMENT; INFORMATION-TECHNOLOGY CAPABILITY; PREDICTIVE ANALYTICS; DATA CHALLENGES; BUSINESS INTELLIGENCE; FIRM PERFORMANCE; PUBLIC-HEALTH; DATA SCIENCE; QUALITY; PRIVACY;
D O I
10.1108/TQM-02-2021-0051
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:262 / 291
页数:30
相关论文
共 50 条
[31]   A Systematic Literature Review on the Applications of Big Data Analytics - Identifying Influential Factors and Impact Emergent Research Forum (ERF) Papers [J].
Duan, Yanqing ;
Ramanathan, Ram ;
Cao, Guangming .
25TH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 2019), 2019,
[32]   Understanding the adoption and institutionalization of workforce analytics: A systematic literature review and research agenda [J].
Coolen, Patrick ;
Van den Heuvel, Sjoerd ;
Van De Voorde, Karina ;
Paauwe, Jaap .
HUMAN RESOURCE MANAGEMENT REVIEW, 2023, 33 (04)
[33]   Strategic change: A systematic review, synthesis, and a future research agenda [J].
Acciarini, Chiara ;
Boccardelli, Paolo ;
Peruffo, Enzo .
EUROPEAN MANAGEMENT REVIEW, 2024, 21 (04) :782-802
[34]   A decade of research into the application of big data and analytics in higher education: A systematic review of the literature [J].
Ana Stojanov ;
Ben Kei Daniel .
Education and Information Technologies, 2024, 29 :5807-5831
[35]   A decade of research into the application of big data and analytics in higher education: A systematic review of the literature [J].
Stojanov, Ana ;
Daniel, Ben Kei .
EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (05) :5807-5831
[36]   Improving community health centres with big data analytics: A systematic literature review on adoption [J].
Ndikuyeze, Pascal ;
Mampilo, Phahlane .
DIGITAL HEALTH, 2025, 11
[37]   Big Data in Food: Systematic Literature Review and Future Directions [J].
Chakraborty, Debarun ;
Rana, Nripendra P. ;
Khorana, Sangeeta ;
Singu, Hari Babu ;
Luthra, Sunil .
JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2023, 63 (05) :1243-1263
[38]   Factors Influencing to the Implementation Success of Big Data Analytics: A Systematic Literature Review [J].
Adrian, Cecilia ;
Abdullah, Rusli ;
Atan, Rodziah ;
Jusoh, Yusmadi Yah .
2017 5TH INTERNATIONAL CONFERENCE ON RESEARCH AND INNOVATION IN INFORMATION SYSTEMS (ICRIIS 2017): SOCIAL TRANSFORMATION THROUGH DATA SCIENCE, 2017,
[39]   A systematic literature review on the use of big data analytics in humanitarian and disaster operations [J].
Kondraganti, Abhilash ;
Narayanamurthy, Gopalakrishnan ;
Sharifi, Hossein .
ANNALS OF OPERATIONS RESEARCH, 2024, 335 (03) :1015-1052
[40]   Data science and big data analytics: a systematic review of methodologies used in the supply chain and logistics research [J].
Jahani, Hamed ;
Jain, Richa ;
Ivanov, Dmitry .
ANNALS OF OPERATIONS RESEARCH, 2023,