Business Analytics: Emerging Practice and Research Issues in the Health Insurance Industry

This paper summarizes emerging practice and research issues in the health insurance industry. We provide an industry overview, epitomize business analytics applications, and outline current and emerging problems of interest to key stakeholders and researchers in information systems, operations management, and healthcare management. Specifically, we focus on three areas of research that are of importance to the health insurance industry as well as the healthcare system: (i) management and evaluation of intervention programs, (ii) creation of effective provider networks, and (iii) emerging issues such as the impact of a pandemic, patient communication and steering, and technological innovations in health care. We lay out brief details of how each of these problems can be formulated, where the data can be acquired (public and/or proprietary data sets), and provide guidance for solving them. For several of these problems, we provide models that span causal modeling, predictive modeling, and prescriptive modeling.

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Publication Details

Journal
Production and Operations Management
Published
2025-04-02
DOI
https://doi.org/10.1177/10591478231226014
Primary Topic
Insurance and Financial Risk Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Business Analytics: Emerging Practice and Research Issues in the Health Insurance Industry

Emre M. Demirezen, Maxim A Terekhov, Haldun Aytuğ
Production and Operations Management
Insurance and Financial Risk Management
article

Business Analytics: Emerging Practice and Research Issues in the Health Insurance Industry

Emre M. Demirezen, Maxim A Terekhov, Haldun Aytuğ
article en

Abstract

This paper summarizes emerging practice and research issues in the health insurance industry. We provide an industry overview, epitomize business analytics applications, and outline current and emerging problems of interest to key stakeholders and researchers in information systems, operations management, and healthcare management. Specifically, we focus on three areas of research that are of importance to the health insurance industry as well as the healthcare system: (i) management and evaluation of intervention programs, (ii) creation of effective provider networks, and (iii) emerging issues such as the impact of a pandemic, patient communication and steering, and technological innovations in health care. We lay out brief details of how each of these problems can be formulated, where the data can be acquired (public and/or proprietary data sets), and provide guidance for solving them. For several of these problems, we provide models that span causal modeling, predictive modeling, and prescriptive modeling.

Production and Operations Management
University of Florida (US)
Openalex Percentile: Top 90%
Insurance and Financial Risk Management
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