IDEAS home Printed from https://ideas.repec.org/p/usg/sfwpfi/201716.html
   My bibliography  Save this paper

Get the Balance Right: A Simultaneous Equation Model to Analyze Growth, Profitability, and Safety

Author

Listed:
  • Eling, Martin
  • Jia, Ruo
  • Schaper, Philipp

Abstract

Extant literature suggests that the relationships among growth, profitability, and safety are reciprocal. Consequently, we develop a simultaneous equation model to test the three relationship pairs. Analyzing eleven years of data for 1,988 European insurance companies, we find that moderate firm growth has a positive impact on profitability; however, extremely high growth reduces profitability. Moderate firm growth also reduces firm risk. In addition, we document that less profitable companies are risk-seeking, a result in line with prospect theory. The longitudinal analysis illustrates that firms initially prioritizing profitability over growth are more likely to reach the ideal state of “profitable growth”.

Suggested Citation

  • Eling, Martin & Jia, Ruo & Schaper, Philipp, 2017. "Get the Balance Right: A Simultaneous Equation Model to Analyze Growth, Profitability, and Safety," Working Papers on Finance 1716, University of St. Gallen, School of Finance.
  • Handle: RePEc:usg:sfwpfi:2017:16
    as

    Download full text from publisher

    File URL: http://ux-tauri.unisg.ch/RePEc/usg/sfwpfi/WPF-1716.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cummins, J. David & Rubio-Misas, Maria, 2006. "Deregulation, Consolidation, and Efficiency: Evidence from the Spanish Insurance Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 323-355, March.
    2. Leverty, J. Tyler & Grace, Martin F., 2010. "The robustness of output measures in property-liability insurance efficiency studies," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1510-1524, July.
    3. Dan Schendel & G. Richard Patton, 1978. "A Simultaneous Equation Model of Corporate Strategy," Management Science, INFORMS, vol. 24(15), pages 1611-1621, November.
    4. Martin Eling & Hato Schmeiser & Joan T. Schmit, 2007. "The Solvency II Process: Overview and Critical Analysis," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 10(1), pages 69-85, March.
    5. Andrew M. Yuengert, 1993. "The measurement of efficiency in life insurance estimates of a mixed normal-gamma error model," Research Paper 9308, Federal Reserve Bank of New York.
    6. Hurdle, Gloria J, 1974. "Leverage, Risk, Market Structure and Profitability," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 478-485, November.
    7. Weiss, Mary A. & Choi, Byeongyong Paul, 2008. "State regulation and the structure, conduct, efficiency and performance of US auto insurers," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 134-156, January.
    8. Karthik Sriram & Peng Shi & Pulak Ghosh, 2016. "A Bayesian quantile regression model for insurance company costs data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(1), pages 177-202, January.
    9. J. Cummins & Xiaoying Xie, 2013. "Efficiency, productivity, and scale economies in the U.S. property-liability insurance industry," Journal of Productivity Analysis, Springer, vol. 39(2), pages 141-164, April.
    10. Davidsson, Per & Steffens, Paul & Fitzsimmons, Jason, 2009. "Growing profitable or growing from profits: Putting the horse in front of the cart?," Journal of Business Venturing, Elsevier, vol. 24(4), pages 388-406, July.
    11. Selim Mankaï & Aymen Belgacem, 2013. "Interactions Between Risk-Taking, Capital, and Reinsurance for Property-Liability Insurance Firms," EconomiX Working Papers 2013-23, University of Paris Nanterre, EconomiX.
    12. Chia-Ling Ho & Gene C. Lai & Jin-Ping Lee, 2013. "Organizational Structure, Board Composition, and Risk Taking in the U.S. Property Casualty Insurance Industry," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 80(1), pages 169-203, March.
    13. Denis Lawrence & W. Diewert & Kevin Fox, 2006. "The contributions of productivity, price changes and firm size to profitability," Journal of Productivity Analysis, Springer, vol. 26(1), pages 1-13, August.
    14. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    15. Wakker, Peter P & Thaler, Richard H & Tversky, Amos, 1997. "Probabilistic Insurance," Journal of Risk and Uncertainty, Springer, vol. 15(1), pages 7-28, October.
    16. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    17. Dirk Schoenmaker & Jan Sass, 2016. "Cross-Border Insurance in Europe: Challenges for Supervision," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 41(3), pages 351-377, July.
    18. Goddard, John & Molyneux, Phil & Wilson, John O S, 2004. "Dynamics of Growth and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 1069-1090, December.
    19. Jiang Cheng & Elyas Elyasiani & Jingyi (Jane) Jia, 2011. "Institutional Ownership Stability and Risk Taking: Evidence From the Life–Health Insurance Industry," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(3), pages 609-641, September.
    20. Jiang Cheng & Mary A. Weiss, 2012. "The Role of RBC, Hurricane Exposure, Bond Portfolio Duration, and Macroeconomic and Industry-wide Factors in Property–Liability Insolvency Prediction," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(3), pages 723-750, September.
    21. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    22. Giovanni Dell’ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, March.
    23. Byeongyong Paul Choi & Mary A. Weiss, 2005. "An Empirical Investigation of Market Structure, Efficiency, and Performance in Property‐Liability Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 72(4), pages 635-673, December.
    24. repec:zbw:bofrdp:2011_020 is not listed on IDEAS
    25. Silvia Magri, 2010. "Debt Maturity Choice of Nonpublic Italian Firms," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2-3), pages 443-463, March.
    26. Thomas R Berry-Stölzle & Robert E Hoyt & Sabine Wende, 2010. "Successful Business Strategies for Insurers Entering and Growing in Emerging Markets," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 35(2), pages 349-359, April.
    27. William Greene & Dan Segal, 2004. "Profitability and Efficiency in the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 21(3), pages 229-247, May.
    28. Cassandra R. Cole & Stephen G. Fier & James M. Carson & Demetra Andrews, 2015. "The Impact of Insurer Name Changes on The Demand for Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(1), pages 173-204, March.
    29. Fiegenbaum, Avi, 1990. "Prospect theory and the risk-return association : An empirical examination in 85 industries," Journal of Economic Behavior & Organization, Elsevier, vol. 14(2), pages 187-203, October.
    30. Martin Eling & Joan T Schmit, 2012. "Is There Market Discipline in the European Insurance Industry? An Analysis of the German Insurance Market," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 37(2), pages 180-207, September.
    31. Lillian Y. Fok & Wing M. Fok & Peihwang P. Wei & Susan M. L. Zee, 1997. "The Effects of Firm Size on Risk and Profitability of the Property and Casualty Insurance Industry," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 20(1), pages 25-36.
    32. Raymond D. Hill, 1979. "Profit Regulation in Property-Liability Insurance," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 172-191, Spring.
    33. Biener, Christian & Eling, Martin & Jia, Ruo, 2017. "The structure of the global reinsurance market: An analysis of efficiency, scale, and scope," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 213-229.
    34. Arun Upadhyay, 2015. "Board Size, Firm Risk, and Equity Discount," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(3), pages 571-599, September.
    35. Nickel, Manuel Núñez & Rodriguez, Manuel Cano, 2002. "A review of research on the negative accounting relationship between risk and return: Bowman's paradox," Omega, Elsevier, vol. 30(1), pages 1-18, February.
    36. Goddard, John & Liu, Hong & Molyneux, Philip & Wilson, John O.S., 2011. "The persistence of bank profit," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2881-2890, November.
    37. Benjamin M. Oviatt & Alan D. Bauerschmidt, 1991. "Business Risk and Return: A Test of Simultaneous Relationships," Management Science, INFORMS, vol. 37(11), pages 1405-1423, November.
    38. Yehning Chen & Iftekhar Hasan, 2011. "Subordinated Debt, Market Discipline, and Bank Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(6), pages 1043-1072, September.
    39. Huang, Wei & Eling, Martin, 2013. "An efficiency comparison of the non-life insurance industry in the BRIC countries," European Journal of Operational Research, Elsevier, vol. 226(3), pages 577-591.
    40. Biener, Christian & Eling, Martin & Wirfs, Jan Hendrik, 2016. "The determinants of efficiency and productivity in the Swiss insurance industry," European Journal of Operational Research, Elsevier, vol. 248(2), pages 703-714.
    41. Jannes Rauch & Sabine Wende, 2015. "Solvency Prediction for Property-Liability Insurance Companies: Evidence from the Financial Crisis," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 40(1), pages 47-65, January.
    42. L. Paige Fields & Manu Gupta & Puneet Prakash, 2012. "Risk Taking and Performance of Public Insurers: An International Comparison," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(4), pages 931-962, December.
    43. Otgontsetseg Erhemjamts & J. Tyler Leverty, 2010. "The Demise of the Mutual Organizational Form: An Investigation of the Life Insurance Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1011-1036, September.
    44. Andersen, Otto & Suat Kheam, Low, 1998. "Resource-based theory and international growth strategies: an exploratory study," International Business Review, Elsevier, vol. 7(2), pages 163-184, April.
    45. Patton, Andrew J., 2012. "A review of copula models for economic time series," Journal of Multivariate Analysis, Elsevier, vol. 110(C), pages 4-18.
    46. Kiridaran Kanagaretnam & Chee Yeow Lim & Gerald J Lobo, 2011. "Effects of national culture on earnings quality of banks," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(6), pages 853-874, August.
    47. Selim Mankaï & Aymen Belgacem, 2016. "Interactions Between Risk Taking, Capital, and Reinsurance for Property–Liability Insurance Firms," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(4), pages 1007-1043, December.
    48. Epermanis, Karen & Harrington, Scott E., 2006. "Market Discipline in Property/Casualty Insurance: Evidence from Premium Growth Surrounding Changes in Financial Strength Ratings," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1515-1544, September.
    49. Miguel Ángel Martínez & Irene Albárran & David Camino, 2001. "Executive Management in Insurance Entities: A Comparative Study of Mutual Companies and Joint-Stock Companies in Spain with a View to the 21st Century Market," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 26(2), pages 206-231, April.
    50. William B. Fairley, 1979. "Investment Income and Profit Margins in Property-Liability Insurance: Theory and Empirical Results," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 192-210, Spring.
    51. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    52. Cummins, J. David & Rubio-Misas, Maria & Zi, Hongmin, 2004. "The effect of organizational structure on efficiency: Evidence from the Spanish insurance industry," Journal of Banking & Finance, Elsevier, vol. 28(12), pages 3113-3150, December.
    53. Schaper, Philipp, 2017. "Under pressure: how the business environment affects productivity and efficiency of European life insurance companiesAuthor-Name: Eling, Martin," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1082-1094.
    54. Yuengert, Andrew M., 1993. "The measurement of efficiency in life insurance: Estimates of a mixed normal-gamma error model," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 483-496, April.
    55. Fenn, Paul & Vencappa, Dev & Diacon, Stephen & Klumpes, Paul & O'Brien, Chris, 2008. "Market structure and the efficiency of European insurance companies: A stochastic frontier analysis," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 86-100, January.
    56. Thomas R Berry-Stölzle & Robert E Hoyt & Sabine Wende, 2010. "Successful Business Strategies for Insurers Entering and Growing in Emerging Markets," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 35(1), pages 110-129, January.
    57. Whittington, Geoffrey, 1980. "The Profitability and Size of United Kingdom Companies, 1960-74," Journal of Industrial Economics, Wiley Blackwell, vol. 28(4), pages 335-352, June.
    58. Thomas Post & Helmut Gründl & Lisa Schmidl & Mark S. Dorfman, 2007. "Implications of IFRS for the European Insurance Industry—Insights From Capital Market Theory," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 10(2), pages 247-265, September.
    59. Yu-Luen Ma & Yayuan Ren, 2012. "Do Publicly Traded Property–Casualty Insurers Cater to the Stock Market?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(2), pages 415-430, June.
    60. Joseph Fuller & Michael C. Jensen, 2010. "Just Say No to Wall Street: Putting a Stop to the Earnings Game," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 59-63, January.
    61. Larry A. Cox & Yanling Ge, 2004. "Temporal Profitability and Pricing of Long‐Term Care Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(4), pages 677-705, December.
    62. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    63. Pasiouras, Fotios & Gaganis, Chrysovalantis, 2013. "Regulations and soundness of insurance firms: International evidence," Journal of Business Research, Elsevier, vol. 66(5), pages 632-642.
    64. Michael M. Barth & David L. Eckles, 2009. "An Empirical Investigation of the Effect of Growth on Short‐Term Changes in Loss Ratios," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(4), pages 867-885, December.
    65. J. A. Bikker & M. van Leuvensteijn, 2008. "Competition and efficiency in the Dutch life insurance industry," Applied Economics, Taylor & Francis Journals, vol. 40(16), pages 2063-2084.
    66. Li Zhang & Norma Nielson, 2015. "Solvency Analysis And Prediction In Property–Casualty Insurance: Incorporating Economic And Market Predictors," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(1), pages 97-124, March.
    67. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    68. Mark Browne & James Carson & Robert Hoyt, 2001. "Dynamic Financial Models of Life Insurers," North American Actuarial Journal, Taylor & Francis Journals, vol. 5(2), pages 11-26.
    69. Jiang Cheng & Elyas Elyasiani & Jingyi (Jane) Jia, 2011. "Institutional Ownership Stability and Risk Taking: Evidence from the Life-Health Insurance Industry," NFI Working Papers 2011-WP-14, Indiana State University, Scott College of Business, Networks Financial Institute.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martin Eling & Ruo Jia & Philipp Schaper, 2022. "The magic triangle: growth, profitability and safety in the insurance industry," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(2), pages 321-348, April.
    2. Eling, Martin & Jia, Ruo, 2018. "Business failure, efficiency, and volatility: Evidence from the European insurance industry," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 58-76.
    3. Biener, Christian & Eling, Martin & Wirfs, Jan Hendrik, 2016. "The determinants of efficiency and productivity in the Swiss insurance industry," European Journal of Operational Research, Elsevier, vol. 248(2), pages 703-714.
    4. Biener, Christian & Eling, Martin & Jia, Ruo, 2017. "The structure of the global reinsurance market: An analysis of efficiency, scale, and scope," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 213-229.
    5. Biener, Christian & Eling, Martin & Jia, Ruo, 2016. "The Roles of Industry Idiosyncrasy, Cost Efficiency, and Risk in Internationalization: Evidence from the Insurance Industry," Working Papers on Finance 1602, University of St. Gallen, School of Finance.
    6. Schaper, Philipp, 2017. "Under pressure: how the business environment affects productivity and efficiency of European life insurance companiesAuthor-Name: Eling, Martin," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1082-1094.
    7. Eling, Martin & Luhnen, Michael, 2010. "Efficiency in the international insurance industry: A cross-country comparison," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1497-1509, July.
    8. Ali Shaddady, 2022. "Business environment, political risk, governance, Shariah compliance and efficiency in insurance companies in the MENA region," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(4), pages 861-904, October.
    9. Alshammari, Ahmad Alrazni & Syed Jaafar Alhabshi, Syed Musa bin & Saiti, Buerhan, 2019. "The impact of competition on cost efficiency of insurance and takaful sectors: Evidence from GCC markets based on the Stochastic Frontier Analysis," Research in International Business and Finance, Elsevier, vol. 47(C), pages 410-427.
    10. Abdul Latif Alhassan & Nicholas Biekpe, 2018. "Competition and Risk-Taking Behaviour in the Non-Life Insurance Market in South Africa," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 43(3), pages 492-519, July.
    11. Qiao-Ming Lim & Hui-Shan Lee & Wai-Mun Har, 0. "Efficiency, productivity and competitiveness of the Malaysian insurance sector: an analysis of risk-based capital regulation," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 0, pages 1-27.
    12. Qiao-Ming Lim & Hui-Shan Lee & Wai-Mun Har, 2021. "Efficiency, productivity and competitiveness of the Malaysian insurance sector: an analysis of risk-based capital regulation," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 46(1), pages 146-172, January.
    13. Jaap Bikker & Adelina Popescu, 2014. "Efficiency and competition in the Dutch non-life insurance industry: Effects of the 2006 health care reform," Working Papers 14-12, Utrecht School of Economics.
    14. Kaffash, Sepideh & Azizi, Roza & Huang, Ying & Zhu, Joe, 2020. "A survey of data envelopment analysis applications in the insurance industry 1993–2018," European Journal of Operational Research, Elsevier, vol. 284(3), pages 801-813.
    15. Jacob A. Bikker, 2017. "Performance of the life insurance industry under pressure: efficiency, competition and consolidation," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 9, pages 152-182, Edward Elgar Publishing.
    16. Dimitrios G. Giantsios & Athanasios G. Noulas, 2020. "Cost Efficiency and Convergence in the European Nonlife Insurance Industry," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(6), pages 1-6.
    17. Cummins, J. David & Rubio-Misas, María & Vencappa, Dev, 2017. "Competition, efficiency and soundness in European life insurance markets," Journal of Financial Stability, Elsevier, vol. 28(C), pages 66-78.
    18. Jarraya, Bilel & Bouri, Abdelfettah, 2012. "Efficiency concept and investigations in insurance industry: A survey," MPRA Paper 53544, University Library of Munich, Germany, revised 2013.
    19. Biener, Christian & Eling, Martin, 2012. "Organization and efficiency in the international insurance industry: A cross-frontier analysis," European Journal of Operational Research, Elsevier, vol. 221(2), pages 454-468.
    20. Martin Eling & Martin Lehmann & Philipp Schaper, 2022. "Optimal labor and capital utilization by financial firms: evidence from the German property and casualty insurance industry," Journal of Business Economics, Springer, vol. 92(5), pages 853-897, July.

    More about this item

    Keywords

    firm performance; simultaneous equation model; goal conflicts; financial services; insurance;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:usg:sfwpfi:2017:16. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/cfisgch.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.