全球化对马来西亚保险公司生产力的影响:技术效率变化与技术变革的分析

H. Lee, F. Cheng, A. Nassir, N. H. A. Razak, W. Har
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引用次数: 1

摘要

保险公司正在处理个人的大数据和索赔的历史数据,特别是随着数据分析学习的快速发展,被视为保险业增长的动力。由于保险在促进经济交易和有效分配稀缺资源方面发挥着至关重要的作用,因此与马来西亚保险部门表现不佳有关的问题特别需要解决。本研究考察了保险公司生产力的决定因素。本研究采用数据包络分析法测量保险公司的生产率得分(Malmquist生产率指数),并采用面板回归模型研究全球化对保险公司生产率的影响。它还检查了非寿险公司和寿险公司之间的生产力来源。研究结果表明,生产率进步的主要来源是技术变革。寿险公司表现出比非寿险公司更好的生产力提高,这主要归功于技术变革。这表明,在保险服务的运作中采用先进技术可以提高他们的生产力。此外,保险公司可以利用全球化的趋势,通过获得更多的知识与国际保险产品,以提高生产力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impacts of Globalization on Productivity of Insurers in Malaysia: An Analysis of Technical Efficiency Change and Technology Change
Insurance companies are dealing with big data of the individuals and historical data of claims, in particular with the rapid progress in data analytic learning conferred as a momentum to the growth of insurance. With the fact of insurance executes vital role to facilitate transactions in the economy with the efficient allocation of scarce resources, the issues linked with the underperformance in the insurance sector in Malaysia are particularly essential to be addressed. This study examines the determinants of insurers' productivity in. This study employs Data Envelopment Analysis to measure the productivity scores (Malmquist Productivity Index) of insurers and uses panel regression model to investigate the impacts of globalization on the productivity of insurers. It also examines the sources of productivity between non-life insurers and life insurers. The findings demonstrate that the main source of productivity progression is technological change. Life insurers demonstrate better productivity improvement than non-life insurers is mainly accredited to technological change. The implication of this suggests that the adoption of advanced technology in the operations of insurance services could improve their productivity. Furthermore, insurers could take advantage of the globalization trend by gaining additional knowledge related to international insurance products in order to improve productivity.
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