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

被引:22
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
  • [21] Values, challenges and future directions of big data analytics in healthcare: A systematic review
    Galetsi, P.
    Katsaliaki, K.
    Kumar, S.
    SOCIAL SCIENCE & MEDICINE, 2019, 241
  • [22] Factor Influencing the Adoption of Big Data Analytics: A Systematic Literature and Experts Review
    Aldossari, Showimy
    Mokhtar, Umi Asma'
    Ghani, Ahmad Tarmizi Abdul
    SAGE OPEN, 2023, 13 (04):
  • [23] Big Data Features, Applications, and Analytics in Cardiology-A Systematic Literature Review
    Nazir, Shah
    Nawaz, Muhammad
    Adnan, Awais
    Shahzad, Sara
    Asadi, Shahla
    IEEE ACCESS, 2019, 7 : 143742 - 143771
  • [24] Data mining and predictive analytics applications for the delivery of healthcare services: a systematic literature review
    Malik, M. M.
    Abdallah, S.
    Ala'raj, M.
    ANNALS OF OPERATIONS RESEARCH, 2018, 270 (1-2) : 287 - 312
  • [25] A systematic literature review of supply chain decision making supported by the Internet of Things and Big Data Analytics
    Koot, Martijn
    Mes, Martijn R. K.
    Iacob, Maria E.
    COMPUTERS & INDUSTRIAL ENGINEERING, 2021, 154
  • [26] What Changes and Opportunities Does Big Data Analytics Capability Bring to Strategic Alliance Research? A Systematic Literature Review
    Xia, Senmao
    Song, Jianmin
    Ameen, Nisreen
    Vrontis, Demetris
    Yan, Ji
    Chen, Fengwen
    INTERNATIONAL JOURNAL OF MANAGEMENT REVIEWS, 2024, 26 (01) : 34 - 53
  • [27] Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda
    Rahat, Nazish
    Sahni, Shalini
    Nasim, Saboohi
    INTERNATIONAL JOURNAL OF CONSUMER STUDIES, 2024, 48 (01)
  • [28] Big data analytics as a tool for fighting pandemics: a systematic review of literature
    Alana Corsi
    Fabiane Florencio de Souza
    Regina Negri Pagani
    João Luiz Kovaleski
    Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 9163 - 9180
  • [29] Big data analytics as a tool for fighting pandemics: a systematic review of literature
    Corsi, Alana
    de Souza, Fabiane Florencio
    Pagani, Regina Negri
    Kovaleski, Joao Luiz
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (10) : 9163 - 9180
  • [30] A Systematic Literature Review on the Applications of Big Data Analytics - Identifying Influential Factors and Impact Emergent Research Forum (ERF) Papers
    Duan, Yanqing
    Ramanathan, Ram
    Cao, Guangming
    25TH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 2019), 2019,