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  • 标题:Cost efficiency of African insurance companies using a finite mixture model
  • 其他标题:Cost efficiency of African insurance companies using a finite mixture model
  • 本地全文:下载
  • 作者:Barros, Carlos ; Wanke, Peter
  • 期刊名称:South African Journal of Economic and Management Sciences
  • 印刷版ISSN:2222-3436
  • 出版年度:2016
  • 卷号:19
  • 期号:1
  • 页码:64-81
  • DOI:10.17159/2222-3436/2016/v19n1a5
  • 出版社:University of Pretoria
  • 摘要:This paper evaluates the operational practices by African insurance companies from Angola and Mozambique, using a finite mixture model that allows controlling for unobserved heterogeneity. More precisely, a stochastic frontier latent class model is adopted in this research to estimate the cost frontiers for each of the different technologies embedded in this heterogeneity. This model not only enables the identification of different groups of African insurance companies from Angola and Mozambique, but it also permits the analysis of their cost efficiency. The results indicate the existence of three different technology groups in the sample, suggesting the need for different business strategies. The policy implications are also derived.
  • 其他摘要:This paper evaluates the operational practices by African insurance companies from Angola and Mozambique, using a finite mixture model that allows controlling for unobserved heterogeneity. More precisely, a stochastic frontier latent class model is adopted in this research to estimate the cost frontiers for each of the different technologies embedded in this heterogeneity. This model not only enables the identification of different groups of African insurance companies from Angola and Mozambique, but it also permits the analysis of their cost efficiency. The results indicate the existence of three different technology groups in the sample, suggesting the need for different business strategies. The policy implications are also derived.
  • 其他关键词:Africa;insurance companies;stochastic cost frontier;latent class model;technical efficiency;panel data
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