Business Analytics in Healthcare: Past, Present, and Future Trends

被引:5
作者
Wowak, Kaitlin D. [1 ]
Lalor, John P. [1 ]
Somanchi, Sriram [1 ]
Angst, Corey M. [1 ]
机构
[1] Univ Notre Dame, Dept Informat Technol Analyt & Operat, Mendoza Coll Business, Notre Dame, IN 46556 USA
关键词
business analytics; healthcare; literature review; analytics; web application; BIG DATA ANALYTICS; SPECIAL-ISSUE; INFORMATION-TECHNOLOGY; SOCIAL MEDIA; MANAGEMENT; IMPACT; PERFORMANCE; OPERATIONS; COMMUNICATION; HOSPITALS;
D O I
10.1287/msom.2023.1192
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Problem definition: Business analytics (BA) in healthcare research offers numerous valuable insights that can enhance patient care and hospital performance. Consequently, there has been a rapid surge of research in this area. Academic/practical relevance: The objective of this study is to provide a data-driven summary of the extant BA in healthcare literature and a guide for future research. Methodology: Leveraging a topic modeling technique and network analysis, we provide insight into how BA topics change over time. Results: We provide an in-depth analysis of 320 articles from the University of Texas at Dallas journal list and a basic topic model and network analyses for an additional 6,515 relevant articles from PubMed published in top-tier journals across 69 medical subcategories. Our study bridges research in operations management, information systems, healthcare, and analytics by providing a definition of BA in healthcare and a road map for future research. Managerial implications: Our study provides a single source of information into operations- and analytics-related issues, such as wait times, admissions, hospital performance, etc., that scholars and administrators might use to rethink how specific processes are handled in hospitals. In addition, this work highlights how operations management research has addressed clinically important issues such as patient satisfaction, doctor ratings, readmission rates, mortality, efficiency, cost of care, and compliance with protocols of care, as all are represented in our sample. Another key contribution of our study is that we provide an interactive article analysis tool as a web application for scholars in hopes of facilitating research in this area.
引用
收藏
页码:975 / 995
页数:21
相关论文
共 50 条
[21]   Sustainability and Kaizen: Business Model Trends in Healthcare [J].
Morell-Santandreu, Oscar ;
Santandreu-Mascarell, Cristina ;
Garcia-Sabater, Julio .
SUSTAINABILITY, 2020, 12 (24) :1-28
[22]   Healthcare analytics: A techno-functional perspective [J].
Singha, Sumanta ;
Arha, Himanshu ;
Kar, Arpan Kumar .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2023, 197
[23]   Do green innovation strategies exist? Past, present and future trends in literature [J].
Silverio, Ana ;
Fernandes, Cristina I. ;
Maran, Thomas K. .
EUROPEAN JOURNAL OF INNOVATION MANAGEMENT, 2025, 28 (11) :154-186
[24]   Supply chain digitalization: past, present and future [J].
Seyedghorban, Zahra ;
Tahernejad, Hossein ;
Meriton, Royston ;
Graham, Gary .
PRODUCTION PLANNING & CONTROL, 2020, 31 (2-3) :96-114
[25]   Seaport competitiveness research: the past, present and future [J].
Munim, Ziaul Haque ;
Saeed, Naima .
INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS, 2019, 11 (06) :533-557
[26]   The past, present, and future of retail analytics: Insights from a survey of academic research and interviews with practitioners [J].
Rooderkerk, Robert P. ;
DeHoratius, Nicole ;
Musalem, Andres .
PRODUCTION AND OPERATIONS MANAGEMENT, 2022, 31 (10) :3727-3748
[27]   Analysis of Possibilities of Business Analytics Systems for Healthcare [J].
Ilin, Igor ;
Levina, Anastasia ;
Dubgorn, Alissa ;
Lepekhin, Aleksandr .
EDUCATION EXCELLENCE AND INNOVATION MANAGEMENT: A 2025 VISION TO SUSTAIN ECONOMIC DEVELOPMENT DURING GLOBAL CHALLENGES, 2020, :18610-18618
[28]   Views on the Past, Present, and Future of Business and Information Systems Engineering [J].
van der Aalst, Wil M. P. ;
Becker, Joerg ;
Bichler, Martin ;
Buhl, Hans Ulrich ;
Dibbern, Jens ;
Frank, Ulrich ;
Hasenkamp, Ulrich ;
Heinzl, Armin ;
Hinz, Oliver ;
Hui, Kai-Lung ;
Jarke, Matthias ;
Karagiannis, Dimitris ;
Kliewer, Natalia ;
Koenig, Wolfgang ;
Mendling, Jan ;
Mertens, Peter ;
Rossi, Matti ;
Voss, Stefan ;
Weinhardt, Christof ;
Winter, Robert ;
Zdravkovic, Jelena .
BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2018, 60 (06) :443-477
[29]   Business Models in the Past, Present and Future: Review and Citation Analysis [J].
Blahova, Michaela ;
Palka, Premysl .
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON FINANCE AND ECONOMICS (ICFE 2017), 2017, :438-454
[30]   The Past, Present, and Future of "IS Success" [J].
Petter, Stacie ;
DeLone, William ;
McLean, Ephraim R. .
JOURNAL OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2012, 13 (05) :341-362