Diversification Versus Strategic Focus: Evidence from Insurance Intermediaries in Taiwan
Tóm tắt
Using a unique data-set, we examined how different business strategies used by insurance intermediaries in Taiwan affect their efficiency and productivity. Previous work in this area has focused on the efficiency and productivity of insurance companies using different distribution channels or selling different product lines. Our primary emphasis was on the efficiency and productivity of insurance intermediaries. We found that diversified insurance intermediaries achieve more efficiency gains in cost-efficiency and revenue efficiency than focused insurance intermediaries do. The cost-efficiency benefits of diversified intermediaries are due to technical efficiency. Our regression analysis further indicates that insurance intermediaries’ efficiency benefits are associated with their size, insurer partners, financial leverage, net income, product mix and market share. Overall, our results indicate that there are cost and revenue economies of scope in the insurance intermediary industry.
Tài liệu tham khảo
Amihud, Y. and Lev, B. (1981) ‘Risk reduction as a managerial motive for conglomerate mergers’, The Bell Journal of Economics 12(2): 605–617.
Barrese, J. and Nelson, J.M. (1992) ‘Independent and exclusive agency insurers: A reexamination of the cost differential’, The Journal of Risk and Insurance 59(3): 375–397.
Belsley, D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics, Identifying Influential Data and Sources of Collinearity, New York: Wiley.
Berger, A.N. and Bonaccorsi di Patti, E. (2006) ‘A new approach to testing agency theory and an application to the banking industry’, Journal of Banking and Finance 30(4): 1065–1102.
Berger, A.N. and Humphrey, D.B. (1997) ‘Efficiency of financial institutions: International survey and directions for future research’, European Journal of Operational Research 98(2): 175–213.
Berger, A.N., Cummins, J.D. and Weiss, M.A. (1997) ‘The coexistence of multiple distribution systems for financial services: The Case of PL Insurance’, The Journal of Business 70(4): 515–546.
Berger, A.N., Cummins, J.D., Weiss, M.A. and Zi, H. (2000) ‘conglomeration versus strategic focus: Evidence from the insurance industry’, Journal of Financial Intermediation 9(4): 323–362.
Berger, P.G. and Ofek, E. (1995) ‘Diversification’s effect on firm value’, Journal of Financial Economics 37(1): 39–65.
Berry-Stölzle, T.R., Liebenberg, A.P., Ruhland, J.S. and Sommer, D. W. (2012) ‘Determinants of corporate diversification: Evidence from the property–liability insurance industry,’ The Journal of Risk and Insurance 79(2): 381–413.
Berry-Stölzle, T.R., Hoyt, R.E. and Wende, S. (2013) ‘Capital market development, competition, property rights, and the value of insurer product-line diversification: A cross-country analysis,’ The Journal of Risk and Insurance 80(2): 423–459.
Biener, C., Eling, M. and Wirfs, J.H. (2016) ‘The determinants of efficiency and productivity in the Swiss insurance industry, European Journal of Operational Research 248(2): 703–714.
Brozen, Y. (1982) ‘Concentration, Mergers, and Public Policy, New York: MacMillan Press.
Campa, J.M., Kedia, S. (2002) ‘Explaining the Diversification Discount’, Journal of Finance 57(4): 1731–1762.
Chen, L.R., Lai, G.C. and Wang, J.L. (2011) ‘Conversion and efficiency performance changes: Evidence from the U.S. property-liability insurance industry’, The Geneva Risk and Insurance Review 36(1): 1–35.
Choi, P. B. and Weiss, M. A. (2005) ‘An empirical investigation of market structure, efficiency and performance in property-liability insurance’, The Journal of Risk and Insurance 72(4): 635–673.
Colquitt, L.L. and Hoyt, R.E. (1997) ‘Determinants of corporate hedging behavior: Evidence from the life insurance industry’, The Journal of Risk and Insurance 64(4): 649–671.
Comment, R. and Jarrell, G.A. (1995) ‘Corporate focus and stock returns’, Journal of Financial Economics 37(1): 67–87.
Cummins, J. D., Tennyson, S. and Weiss, M.A. (1999) ‘Consolidation and efficiency in the U.S. life insurance industry’, Journal of Banking & Finance 23(2–4): 325–357.
Cummins, J.D. and Doherty, N.A. (2006) ‘The economics of insurance intermediaries’, The Journal of Risk and Insurance 73(3): 359–396.
Cummins, J.D. and Nini, G. (2002) ‘Optimal capital utilization by financial firms: Evidence from the PL insurance industry’, Journal of Financial Services Research 21(1): 15–23.
Cummins, J.D. and VanDerhei, J.L. (1979) ‘A note on the relative efficiency of PL insurance distribution systems’, The Bell Journal of Economics 10(2): 709–719.
Cummins, J.D. and Weiss, M.A. (2000) ‘Analyzing firm performance in the insurance industry using frontier efficiency methods’, in G. Dionne (ed.) Handbook of Insurance Economics, Boston, MA: Kluwer.
Cummins, J.D. and Weiss, M.A. (2013) ‘Analyzing firm performance in the insurance industry using frontier efficiency methods’,. in G. Dionne (ed.) Handbook of Insurance Economics, Boston, MA: Kluwer.
Cummins, J.D. and Zi, H. (1998) ‘Comparison of frontier efficiency methods: An application to the US life insurance industry’, Journal of Productivity Analysis 10(2): 131–152.
Cummins, J.D. (1977) ‘Economies of scale in independent insurance agencies’, The Journal of Risk and Insurance 44(4): 539–553.
Cummins, J.D., Weiss, M.A., Xie, X. and Zi, H. (2010) ‘Economies of scope in financial services: A dea efficiency analysis of the US insurance industry’, Journal of Banking & Finance 34(7): 1525–1539.
Cummins, J.D. and Xie, X. (2013) ‘Efficiency, productivity, and scale economies in the U.S. property-liability insurance industry’, Journal of Productivity Analysis 39(2): 141–164.
Cummins, J.D., Klumpes, P. and Weiss, M.A. (2015) ‘Mergers and acquisitions in the global insurance industry: Valuation effects,’ The Geneva Papers on Risk and Insurance – Issues and Practice 40(3): 444–473.
Demsetz, H. (1973) ‘Industry structure, market rivalry, and public policy’, The Journal of Law & Economics, 16(1): 1–9.
Demsetz, H. (1974) ‘Two Systems of Belief About Monopoly, in H.J. Goldschmid, H.M. Mann and J.F. Weston (eds) Industrial Concentration: The New Learning, Boston: Little, Brown, pp. 164–184.
Eckardt, M. and Räthke-Döppner, S. (2010) ‘The quality of insurance intermediary services – Empirical evidence for Germany’, The Journal of Risk and Insurance 77(3): 667–701.
Elango, B., Ma, Y.L. and Pope, N. (2008) ‘An Investigation into the diversification–performance relationship in the U.S. property–liability insurance industry’, The Journal of Risk and Insurance 75(3): 567–591.
Eling, M. and Luhnen, M. (2010) ‘Frontier efficiency methodologies to measure performance in the insurance industry: Overview, systematization, and recent developments’, The Geneva Papers on Risk and Insurance – Issues and Practice 35(2): 217–265.
Färe, R., Grosskopf, S. and Lovell, C.A.K. (1985) The Measurement of Efficiency of Production, Boston: Kluwer-Nijhoff.
Färe, R., Grosskopf, S. Norris, M. and Zhang, Z. (1994) ‘Productivity growth, technical progress, and efficiency change in industrialized countries’, The American Economic Review 84(1): 66–83.
Farrell, M.J. (1957) ‘The measurement of productive efficiency’, Journal of the Royal Statistical Society 120(3): 253–281.
Fields, J. and Murphy, N. (1989) ‘An analysis of efficiency in the delivery of financial services: The case of life agencies’, Journal of Financial Services Research 2(4): 343–356.
Gardner, L. and Grace, M. (1993) ‘X-efficiency in the U.S. life insurance industry’, Journal of Banking & Finance 17(2–3): 497–510.
Grace, M.F. and Timme, S.G. (1992) ‘An examination of cost economies in the United States life insurance industry’, The Journal of Risk and Insurance 59(1): 72–103.
Hirao, Y. and Inoue, T. (2004) ‘On the cost structure of the Japanese property-casualty insurance industry’, The Journal of Risk and Insurance 71(3): 501–530.
Hogan, A.M.B., Satish, P.K. and Witt, R.C. (1995) ‘The cost structure of distribution systems in the U.S. property/liability insurance market’, The Geneva Papers on Risk and Insurance – Issues and Practice 20(2): 230–245.
Hoyt, R.E. and Trieschmann, J.S. (1991) ‘Risk/return relationships for life-health, property-liability, and diversified insurers,’ The Journal of Risk and Insurance 58(2): 322–330.
Hsieh, S.H., Liu, C.T., Tzeng, L.Y. (2014) ‘Insurance marketing channel as a screening mechanism: Empirical evidences from Taiwan automobile insurance market’, The Geneva Papers on Risk and Insurance – Issues and Practice 39(1): 90–103.
Jeng, V. and Lai, G.C. (2005) ‘Ownership structure, agency costs, specialization and efficiency: The analysis of keiretsu and independent insurers in the Japanese non-life insurance industry’, The Journal of Risk and Insurance 72(1): 105–158.
Jeng, V., Lai, G.C. and McNamara, M.J. (2007) ‘Efficiency and demutualization: Evidence from the U.S. life insurance industry in the 1980s and 1990s’, The Journal of Risk and Insurance 74(3): 683–711.
Jensen, M.C. and Meckling, W.H. (1976) ‘Theory of the firm: Managerial behavior, agency costs, and ownership structure’, Journal of Financial Economics 3(4): 305–360.
Jensen, M.C. (1986) ‘Agency costs of free cash flow, corporate finance and takeovers’, American Economic Review 76(2): 323–329.
Joskow, P.L. (1973) ‘Cartels, competition and regulation in the PL insurance industry’, The Bell Journal of Economics 4(2): 375–427.
Kellner, S. and Mathewson, F.G. (1983) ‘Entry, size distribution, scale, and economies of scope in the life insurance industry’, The Journal of Business 56(1): 25–44.
Lai, G. and Limpaphayom, P. (2003) ‘Organizational structure and performance: Evidence from the nonlife insurance industry in Japan’, The Journal of Risk and Insurance 70(4): 735–757.
Lang, L.H.P. and Stulz, R.E. (1994) ‘Tobin’s Q, corporate diversification and firm performance’, Journal of Political Economy 102(6): 1248–1280.
Liebenberg, A.P. and Sommer, D.W. (2008) ‘Effects of corporate diversification: Evidence from the property–liability insurance industry’, The Journal of Risk and Insurance 75(4): 893–919.
Lorson, J. and Wagner, J. (2014) ‘Sales efficiency in life insurance: The drivers for growth in the German market’, The Geneva Papers on Risk and Insurance – Issues and Practice 39(3): 493–524.
Meador, J.W., Ryan, H.E. and Schellhorn, C.D. (2000) ‘Products focus versus diversification: Estimate of X-efficiency for the U.S. life insurance industry’, in P.T. Harker and S.A. Zenios (eds) Performance of Financial Institutions: Efficiency, Innovation, Regulation, Cambridge, U.K.: University of Cambridge Press.
Nath, P., Nachiappan, S. and Ramanathan, R. (2010) ‘The impact of marketing capability, operations capability and diversification strategy on performance: A resource based view’, Industrial Marketing Management 39(2): 317–329.
Panzar, J.C. and Willig, R.D. (1981) ‘Economies of scope’, The American Economic Review 71(2): 268–272.
Park, J., Lee, S. and Kang, H.B. (2009) ‘The insurance distribution systems and efficiency in the property-casualty insurance industry’, Managerial Finance 35(8): 670–681.
Peltzman, S. (1977) ‘The gains and losses from industrial concentration’, The Journal of Law & Economics, 20(2): 229–264.
Regan, L. (1997) ‘Vertical integration in the PL insurance industry: A transaction cost approach’, The Journal of Risk and Insurance 64(1): 41–62.
Regan, L. (1999) ‘Expense ratios across insurance distribution systems: An analysis by line of business’, Risk Management and Insurance Review 2(2): 44–59.
Rhoades, S. A. (1985) ‘Market share as a source of market power: Implications and some evidence’, Journal of Economics and Business 37(4): 343–363.
Santalo, J. and Becerra, M. (2008), ‘Competition from specialized firms and the diversification–performance linkage’, The Journal of Finance 63(2): 851–883.
Schmid, M. and Walter, I. (2009) ‘Do financial conglomerates create or destroy economic value?’, Journal of Financial Intermediation 18(2): 193–216.
Servaes, H. (1996) ‘The value of diversification during the conglomerate merger wave’, Journal of Finance 51(4): 1201–1225.
Shim, J. (2011) ‘Mergers & acquisitions, diversification and performance in the U.S. property-liability insurance industry’, Journal of Financial Services Research 39(3): 119–144,.
Sommer, D.W. (1996), ‘The impact of firm risk on PL insurance prices’, The Journal of Risk and Insurance 63(3): 501–514.
Teece, D.J. (1980), ‘Economies of scope and the scope of enterprise’, Journal of Economic Behavior and Organization 1(3): 233–247.
Wang, J.L., Jeng, V. and Peng, J.L. (2007) ‘The Impact of corporate governance structure on the efficiency performance of insurance companies in Taiwan’, The Geneva Papers on Risk and Insurance – Issues and Practices 32(2): 264–282.
Wooldridge, J.M. (2002) Econometric Analysis of Cross Section and Panel Data, Cambridge, MA: MIT Press.
Yuengert, A. M. (1993) ‘The measurement of efficiency in life insurance: Estimates of a mixed normal gamma error model’, Journal of Banking and Finance, 17(2–3): 483–496.