Skip to main content
Erschienen in: Journal of Quantitative Economics 3/2017

07.10.2016 | Original Article

Dynamic Performance Benchmarking of Indian General Insurers

verfasst von: Ram Pratap Sinha

Erschienen in: Journal of Quantitative Economics | Ausgabe 3/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In India, competition scenario in the general insurance sector changed since the year 2000–2001 with the entry of several private sector players in the respective market. While a few studies attempted to benchmark the performance of Industry players using early data available from the market regulator, the existing research studies have a number of weaknesses. Against this backdrop, the present paper seeks to evaluate the performance of 15 general insurance companies for the period 2009–2010 to 2013–2014 using a two stage approach. In the first stage, the study uses the dynamic DEA model suggested by Tone and Tsutsui (Omega, 38(3–4):145–156, 2010) to evaluate the in-sample companies in terms of slacks based measure of technical efficiency. In the second stage, the efficiency scores have been explained by solvency performance of the insurers in terms of a panel data censored regression model with robust residuals. The results indicate a very strong association between efficiency and solvency.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Banker, R., A. Charnes, and W.W. Cooper. 1984. Some models for estimating technical and scale efficiency. Management Science 30(9): 1078–1092.CrossRef Banker, R., A. Charnes, and W.W. Cooper. 1984. Some models for estimating technical and scale efficiency. Management Science 30(9): 1078–1092.CrossRef
Zurück zum Zitat Banker, R.D., and R.M. Thrall. 1992. Estimation of returns-to-scale using data envelopment analysis. European Journal of Operational Research 62: 74–84.CrossRef Banker, R.D., and R.M. Thrall. 1992. Estimation of returns-to-scale using data envelopment analysis. European Journal of Operational Research 62: 74–84.CrossRef
Zurück zum Zitat Barros, C.P., M. Nektarios, and A. Assaf. 2010. Efficiency in the Greek insurance industry. European Journal of Operational Research 205(2): 431–436.CrossRef Barros, C.P., M. Nektarios, and A. Assaf. 2010. Efficiency in the Greek insurance industry. European Journal of Operational Research 205(2): 431–436.CrossRef
Zurück zum Zitat Charnes, A., W.W. Cooper, and E. Rhodes. 1978. Measuring efficiency of decision making unit. European Journal of Operational Research 2: 429–444.CrossRef Charnes, A., W.W. Cooper, and E. Rhodes. 1978. Measuring efficiency of decision making unit. European Journal of Operational Research 2: 429–444.CrossRef
Zurück zum Zitat Choi, B., and M.A. Weiss. 2005. An empirical investigation of market structure, efficiency, and performance in property-liability insurance. Journal of Risk and Insurance 72(4): 635–673.CrossRef Choi, B., and M.A. Weiss. 2005. An empirical investigation of market structure, efficiency, and performance in property-liability insurance. Journal of Risk and Insurance 72(4): 635–673.CrossRef
Zurück zum Zitat Cummins, J.D., and X. Xie. 2008. Mergers and acquisitions in the US property-liability insurance industry: Productivity and efficiency effects. Journal of Banking and Finance 32(1): 30–55.CrossRef Cummins, J.D., and X. Xie. 2008. Mergers and acquisitions in the US property-liability insurance industry: Productivity and efficiency effects. Journal of Banking and Finance 32(1): 30–55.CrossRef
Zurück zum Zitat Emrouznejad, A., and E. Thanassoulis. 2005. A mathematical model for dynamic efficiency using data envelopment analysis. Applied Mathematics and Computations 160(2): 363–378.CrossRef Emrouznejad, A., and E. Thanassoulis. 2005. A mathematical model for dynamic efficiency using data envelopment analysis. Applied Mathematics and Computations 160(2): 363–378.CrossRef
Zurück zum Zitat Färe, R., and S. Grosskopf. 1996. Intertemporal production frontiers: With dynamic DEA. Norwell: Kluwer.CrossRef Färe, R., and S. Grosskopf. 1996. Intertemporal production frontiers: With dynamic DEA. Norwell: Kluwer.CrossRef
Zurück zum Zitat Färe, R., S. Grosskopf, and C.A.K. Lovell. 1994. Production frontiers. Cambridge: Cambridge University Press. Färe, R., S. Grosskopf, and C.A.K. Lovell. 1994. Production frontiers. Cambridge: Cambridge University Press.
Zurück zum Zitat Farrell, M.J. 1957. The measurement of productive efficiency. Journal of The Royal Statistical Society Series A, General 120(3): 253 281.CrossRef Farrell, M.J. 1957. The measurement of productive efficiency. Journal of The Royal Statistical Society Series A, General 120(3): 253 281.CrossRef
Zurück zum Zitat Klopp, G.A. 1985. The analysis of the efficiency of production system with multiple inputs and outputs, PhD dissertation, University of Illinois, Industrial and System Engineering College, Chicago Klopp, G.A. 1985. The analysis of the efficiency of production system with multiple inputs and outputs, PhD dissertation, University of Illinois, Industrial and System Engineering College, Chicago
Zurück zum Zitat Kao, C., and S.N. Hwang. 2008. Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan. European Journal of Operational Research 185(1): 418–429.CrossRef Kao, C., and S.N. Hwang. 2008. Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan. European Journal of Operational Research 185(1): 418–429.CrossRef
Zurück zum Zitat Leverty, J.Tyler, and M.F. Grace. 2010. The robustness of output measures in property-liability insurance efficiency studies. Journal of Banking and Finance 34(7): 1510–1524.CrossRef Leverty, J.Tyler, and M.F. Grace. 2010. The robustness of output measures in property-liability insurance efficiency studies. Journal of Banking and Finance 34(7): 1510–1524.CrossRef
Zurück zum Zitat Mandal, S., and S.G. Dastidar. 2014. A DEA-investigation of efficiency of the Indian general insurance during recession. Journal of Advances in Management Research 11(1): 115–136.CrossRef Mandal, S., and S.G. Dastidar. 2014. A DEA-investigation of efficiency of the Indian general insurance during recession. Journal of Advances in Management Research 11(1): 115–136.CrossRef
Zurück zum Zitat Nemoto, J., and M. Goto. 2003. ‘Measuring dynamic efficiency in production: An application of data envelopment analysis to Japanese electric utilities’. Journal of Productivity Analysis 19(2–3): 191–210.CrossRef Nemoto, J., and M. Goto. 2003. ‘Measuring dynamic efficiency in production: An application of data envelopment analysis to Japanese electric utilities’. Journal of Productivity Analysis 19(2–3): 191–210.CrossRef
Zurück zum Zitat Park, K.S., and K. Park. 2009. Measurement of multi-period aggregative efficiency. European Journal of Operational Research 193(2): 567–80.CrossRef Park, K.S., and K. Park. 2009. Measurement of multi-period aggregative efficiency. European Journal of Operational Research 193(2): 567–80.CrossRef
Zurück zum Zitat Shephard, R.W. 1953. Cost and productions. Princeton: Princeton University Press. Shephard, R.W. 1953. Cost and productions. Princeton: Princeton University Press.
Zurück zum Zitat Shephard, R.W. 1970. Theory of cost and productions. Princeton: Princeton University Press. Shephard, R.W. 1970. Theory of cost and productions. Princeton: Princeton University Press.
Zurück zum Zitat Sinha, R.P. 2009. Technical efficiency of Indian general insurance companies: A non-radical approach. The Icfai Journal of Risk and Insurance 6(1): 16–29. Sinha, R.P. 2009. Technical efficiency of Indian general insurance companies: A non-radical approach. The Icfai Journal of Risk and Insurance 6(1): 16–29.
Zurück zum Zitat Sinha, R.P. 2007. Productivity and efficiency of Indian general insurance industry. The Icfai Journal of Risk and Insurance 4(2): 33–43. Sinha, R.P. 2007. Productivity and efficiency of Indian general insurance industry. The Icfai Journal of Risk and Insurance 4(2): 33–43.
Zurück zum Zitat Simar, L., and P.W. Wilson. 2007. Estimation and inference in two-stage, semi-parametric models of productive efficiency. Journal of Econometrics 136(1): 31–64.CrossRef Simar, L., and P.W. Wilson. 2007. Estimation and inference in two-stage, semi-parametric models of productive efficiency. Journal of Econometrics 136(1): 31–64.CrossRef
Zurück zum Zitat Sueyoshi, T., and K. Sekitani. 2005. Returns to scale in dynamic DEA. European Journal of Operational Research 161(2): 536–544.CrossRef Sueyoshi, T., and K. Sekitani. 2005. Returns to scale in dynamic DEA. European Journal of Operational Research 161(2): 536–544.CrossRef
Zurück zum Zitat Tone, Kaoru, and Miki Tsutsui. 2010. Dynamic DEA: A slacks-based measure approach. Omega 38(3–4): 145–156.CrossRef Tone, Kaoru, and Miki Tsutsui. 2010. Dynamic DEA: A slacks-based measure approach. Omega 38(3–4): 145–156.CrossRef
Zurück zum Zitat Tone, Kaoru. 2001. A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research 130(3): 498–509.CrossRef Tone, Kaoru. 2001. A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research 130(3): 498–509.CrossRef
Zurück zum Zitat Yang, Zijiang. 2006. A two-stage DEA model to evaluate the overall performance of Canadian life and health insurance companies, Mathematical and Computer Modelling. Mathematical and Computer Modelling 43(7–8): 910–919.CrossRef Yang, Zijiang. 2006. A two-stage DEA model to evaluate the overall performance of Canadian life and health insurance companies, Mathematical and Computer Modelling. Mathematical and Computer Modelling 43(7–8): 910–919.CrossRef
Metadaten
Titel
Dynamic Performance Benchmarking of Indian General Insurers
verfasst von
Ram Pratap Sinha
Publikationsdatum
07.10.2016
Verlag
Springer India
Erschienen in
Journal of Quantitative Economics / Ausgabe 3/2017
Print ISSN: 0971-1554
Elektronische ISSN: 2364-1045
DOI
https://doi.org/10.1007/s40953-016-0061-4

Weitere Artikel der Ausgabe 3/2017

Journal of Quantitative Economics 3/2017 Zur Ausgabe