Evaluating traditional, dynamic and network business models: an efficiency-based study of Chinese insurance companies

Date
2021
Authors
Nourani, Mohammad
Kweh, Qian Long
Ting, Irene Wei Kiong
Lu, Wen-Min
Strutt, Anna
Journal Title
Journal ISSN
Volume Title
Publisher
Palgrave Macmillan
Abstract
Data envelopment analysis (DEA) is extensively adopted to evaluate the relative efficiencies of a group of insurance companies from a multidimensional perspective. Selecting an appropriate DEA framework for insurance businesses, however, remains ambiguous. We use the slack-based measure (SBM) models in DEA to evaluate insurance efficiencies from four perspectives, namely, SBM, network SBM (NSBM), dynamic SBM (DSBM), and dynamic network SBM (DNSBM) frameworks. We present the applicability of DEA to 32 unique companies operating in the Chinese insurance industry over the sample period 2014–2018. Through analyses, we highlight key DEA results and related constraints in reaching the most appropriate performance benchmarks for evaluating insurance companies’ efficiencies. We find that building a network structure for insurance efficiency evaluation is necessary because of the superiority of NSBM and DNSBM results over those of the conventional SBM and DSBM models. After including dynamic effects, we find consistent results in the divisional and overall efficiencies. Overall, this study provides insight for insurance companies to implement more efficient and effective ways to evaluate their performances in terms of profitability and investment in a challenging business environment. © 2021, The Geneva Association.
Description
This article is not available at CUD collection. The version of scholarly record of this article is published in Geneva Papers on Risk and Insurance: Issues and Practice(2021), available online at: https://doi.org/10.1057/s41288-021-00246-2
Keywords
Business model, Data envelopment analysis, Dynamic model, Efficiency, Insurance, Network model
Citation
Nourani, M., Kweh, Q. L., Ting, I. W. K., Lu, W. M., & Strutt, A. (2021). Evaluating traditional, dynamic and network business models: an efficiency-based study of Chinese insurance companies. The Geneva Papers on Risk and Insurance-Issues and Practice. https://doi.org/10.1057/s41288-021-00246-2