Systems Thinking Perspective on the Sustainable Growth Strategy of Hedge Funds Market

  • Received : 2016.08.31
  • Accepted : 2016.09.26
  • Published : 2016.09.30

Abstract

This study explores hedge fund characteristics that affect hedge fund performance, namely, fund size, fund age, and performance fee. Previous studies have examined relationships between hedge fund characteristics and fund performance using singular and static thinking to report inconsistent findings without providing full understanding of the causal relationships among variables. To identify that comprehensive causal relationships between hedge fund characteristics and hedge fund performance, this research applies the system dynamics perspective, which allowed demonstration of the interactions within the overall system beyond the singular causal relationships between hedge fund characteristics and performance found in existing traditional research. This study contributes to existing literature in the following ways. First, it overcomes the limitations of singular research methodologies by looking at the integrated system of hedge fund characteristics and fund performance from a bird's eye view based on their dynamic feedback relationships. Second, policy suggestions in terms of regulation and education are presented as growth strategies for the sustainable development of the Korean hedge fund market.

Keywords

References

  1. Chung Chang-kwon, Lee Dong-hyun. (2012). "Exploratory Study on Causality of Expansion Strategy into Emerging Market: Systems Thinking Approach," Korea System Dynamics Review, Vol. 13, No.3, pp.67-98.
  2. Eom Jae-gun, Chung Chang-kwon, Sul Won-sik. (2014a). "Exploratory Study on Causality of Foreign Exchange Exposure and Hedge Strategy: Systems Thinking Approach," Korea System Dynamics Review, Vol. 15, No.2, pp. 97-131.
  3. Eom Jae-gun, Chung Chang-kwon. (2014b). "A System Dynamics Simulation on KIKO Derivatives and its Implications from International Trade" Korea System Dynamics Review, Vol. 15, No.4, pp. 5-28.
  4. Lee Jeong-Ha. (2015). "A Structural Analysis between Financial Regulations and Security Industry through the Systems Thinking" Korea System Dynamics Review, Vol. 16, No.4, pp.31-50.
  5. Park Young-Kyu, Joo Hyo-Keun. (2014). "Which Manager Characteristics Determine the Fund Manager Performance?: A Study on the Relationship between the Performance and Manager Characteristics", Korean Journal of Financial Studies, Vol. 43, No. 4, pp 679-703
  6. Kim Do-hun, Moon Tae-hun, Kim Dong-hwan. (1999). System Dynamics, Daeyoung Munwhasa
  7. Kim Dong-Seok, Chung Chang-Kwon. (2016). "Exploratory Study of Causal Relationship between Social Capital and Performance on Strategic Networks: Systems Thinking Analysis" Korea System Dynamics Review, Vol. 17, No.1, pp. 41-64.
  8. Yi June-Suh. (2016). "Evaluation Model and Performance Analysis for the Korean-Style Hedge Funds", Korean Journal of Financial Studies, Vol. 15, No.1, pp.1-34.
  9. Agarwal, V., Daniel, N., and Naik, N. (2009). "Role of managerial incentives and discretion in hedge fund performance", Journal of Finance 64, pp. 2221-2256 https://doi.org/10.1111/j.1540-6261.2009.01499.x
  10. Agarwal, V., Daniel, N., and Naik, N. (2004). "Flows, Performance and Managerial Incentives in Hedge Funds", LBS and Georgia State University
  11. Amenc, N. and Martellini, L. (2003). "The Alpha and Omega of Hedge Fund Performance Measurement", Risk and Asset Management Research Center, February, 27th, 2003.
  12. Ammann, M. and Moerth, P. (2005). "Impact of Fund Size on Hedge Fund Performance", Journal of Asset Management, 6(3), pp. 219-238 https://doi.org/10.1057/palgrave.jam.2240177
  13. Aymen, K. and Iwan, M. (2009). "Performance and Characteristics of Mutual Fund Starts", European Journal of Finance, September
  14. Bae, K.H., Yi, J. (2012). "Performance Persistence and Flow Restrictions in Hedge Funds", [Online]. Available at http://asianfa2012.mcu.edu.tw/fullpaper/10331.pdf
  15. Bodie, Zvi, Kane, Alex, and Marcus, Alan. (1999). Investments 4th edition, Irwin/McGraw-Hill, MA
  16. Carl Ackermann, Richard McEnally, and David Ravenscraft. (1999). "The Performance of Hedge Funds: Risk, Return, and Incentives", The Journal of Finance, Vol. 54, No. 3, pp. 833-874 https://doi.org/10.1111/0022-1082.00129
  17. Dimitrios, S. Keith, A. and Moshfique, U. (2016) "Recent advances in hedge funds' performance attribution: Performance persistence and fundamental factors", International Review of Financial Analysis, Vol. 43, January 2016, pp. 48-61 https://doi.org/10.1016/j.irfa.2015.11.001
  18. Dvir Frumkin, Donald Vandegrift. (2008). "The Effect of size, age, beta and disclosure requirements on hedge fund performance", Journal of Derivative & Hedge Funds, Vol. 15, No. 3, pp. 214-251
  19. Francois Serge Lhabitant. (2011). Handbook of Hedge Funds, John Wiley & Sons, New York
  20. Franklin R. Edwards and Mustafa Onur Caglayan. (2001). "Hedge Fund Performance and Manager Skill", Journal of Futures Markets, Vol. 21, No. 11, pp. 1003-1028 https://doi.org/10.1002/fut.2102
  21. Frumkin, D. and Vandergrift, D. (2009). "The effect of size, age, Beta and Disclosure Requirements on Hedge Fund performance", Journal of Derivatives and Hedge Funds, 15(3), pp. 241-251 https://doi.org/10.1057/jdhf.2009.12
  22. Fung, W. and Hsieh, D. A. (1997). "Survivorship bias and investment style in the return of CTAs: The information content of performance track records" Journal of Portfolio Management, Vol. 24, No. 1, pp. 30-41 https://doi.org/10.3905/jpm.1997.409630
  23. Greg N. Gregoriou and Fabrice Rouah. (2002). "Large versus Small Hedge Funds Does Size Affect Performance?", The Journal of Alternative Investments, Vol. 5, No. 3, pp.75-77 https://doi.org/10.3905/jai.2002.319064
  24. Greg N. Gregoriou and Neal E. Duffy, (2006). "Hedge Funds: A summary of the literature", Pensions, Vol. 12, No 1, pp. 24-32 https://doi.org/10.1057/palgrave.pm.5950042
  25. Gregoriou, G. N. and Rouah, F. (2002). "Large versus Small Hedge Funds: Does Size Affect Performance?", The Journal of Alternative Investments, 5(3), pp. 75-77 https://doi.org/10.3905/jai.2002.319064
  26. Haim, A. Mozes, and Jason Orchard. (2012). "The Relation between Hedge Fund size and Risk", Journal of Derivatives and Hedge Funds, Vol.18, pp. 85-109 https://doi.org/10.1057/jdhf.2011.27
  27. Harri, A. and Brorsen, B. (2004). "Performance persistence and the source of returns for hedge funds", Applied Financial Economics, 14(2), pp.131-141 https://doi.org/10.1080/0960310042000176407
  28. Howell, M.J. (2001). "Fund Age and Performance", The Journal of Alternative Investments, 4(2), pp.57-60. https://doi.org/10.3905/jai.2001.319011
  29. James Xiong, Thomas Idzorek, Peng Chen and Roger Ibbotson. (2009). "Impact of Size and Flows on Performance for Fund of Hedge Funds", The Journal of Portfolio Management, Winter, pp. 118-130.
  30. Jeremy C. Stein. (2002). "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms", The Journal of Finance, 2002, Vol. 57(5), pp.1891-921. https://doi.org/10.1111/0022-1082.00483
  31. Joenvaara, J., Kosowski, R. and Tolonen, P. (2012). "New ''Stylized facts'' about Hedge Funds and Database Selection Bias", the CREST Paris 4th Annual Hedge Fund conference 2012
  32. Koh, F., Koh, W. and Teo, M. (2003). "Asian Hedge Funds: Return Persistence, Style and Fund Characteristics", [Online]. Available at http://papers.ssrn.com/sol3/papers.cfm?abstract_id=416960 [Accessed 05 October 2015].
  33. Massa, Massimo and Lei Zhang. (2009). "The Effects of Organizational Structure on Asset Management", Working paper, INSEAD
  34. Massa M., J. Reuter and E. Zitzewitz. (2005). "The Rise of Anonymous Teams in Asset Management", Working paper
  35. Meredith, J. (2007). "Examination of Fund Age and Size and its Impact on the Hedge Fund Performance" Derivative Use, Trading & Regulation, 12(4), pp.342-350 https://doi.org/10.1057/palgrave.dutr.1850052
  36. Meredith, J. (2009). "Update to 'an Examination of Fund Age and Size and its Impact on the Hedge Fund Performance'", The Journal of Investing, Spring 2009, pp.108-114
  37. Mila Getmansky. (2004). "Process of Growth of a Hedge Fund: Impact of Size on Performance", MIT Sloan School Management, working paper
  38. Mila Getmansky. (2005). "The Life Cycle of Hedge Funds: Fund Flows, Size and Performance", MIT Sloan School of Management, working paper
  39. Mila Getmansky. (2012). "The Life Cycle of Hedge Funds: Fund Flows, Size, Competition, and Performance", Quarterly Journal of Finance, Vol 2, No. 1, pp. 1-53
  40. Nicholas Chan, Mila Getmansky, Shane M. Haas, and Andrew W. Lo. (2006). "Do Hege Funds Increase System Risk?", Economic Review Fourth Quarter 2006, pp.49-80
  41. Nicole M. Boyson. (2008). "Hedge Fund Performance Persistence: A New Approach", Financial Analysts Journal, Vol. 64, No 6, pp. 27-44 https://doi.org/10.2469/faj.v64.n6.6
  42. Pavitra Kumar. (2015). "Hedge Fund Characteristics and Performance Persistence: Evidence from 1996-2006", Journal of Finance, Vol. 5, No. 2, pp.1550018, 1-43 https://doi.org/10.1142/S2010139215500184
  43. Petrac Corporation. (2012). "Impact of Size and Age on Hedge Fund Performance: 1996-2011", 6th Annual Update
  44. Robert, C. Jones, CFA, and Russ Wermers. (2011). "Active Management in Mostly Efficient Markets" Financial Analysts Journal, Vol. 67, No 6, pp. 29-45 https://doi.org/10.2469/faj.v67.n6.5
  45. Russ Wermers. (2010). "Matter of Style: The Causes and Consequences of Style Drift in Institutional Portfolios", SSRN Electronic Journal, April 2010.
  46. Sastry, M. Anjali. (1997). "Problems and Paradoxes in a model of Punctuated Organizational Change", Administrative Science Quarterly, Vol. 42, pp. 237-275 https://doi.org/10.2307/2393920
  47. Schneeweis, T., Kazemi, H. and Martin, G. (2002). "Understanding Hedge Fund Performance: Research Issues Revisited-Part I", The Journal of Alternative Investments, 5(3), pp.6-22. https://doi.org/10.3905/jai.2002.319061
  48. Scott, W. R. (1975). "Organizational Structure", Annual Review of Sociology, vol.1, pp.1-20 https://doi.org/10.1146/annurev.so.01.080175.000245
  49. Simpson, R. L. (1972). "Theories of Social Exchange" In J. Thibaut, J. Spence & R. Carson, "Contemporary Topics in Social Psychology", Morristown, NJ: General Learning Press, pp. 79-97
  50. Stein, J. C. (2002). "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms", Journal of Finance, 57, 1891-1921 https://doi.org/10.1111/0022-1082.00483
  51. Walter, Gehin. (2007). "The Challenge of Hedge Fund Performance Measurement: a Toolbox Rather Than a Pandora's Box", EDHEC Business School, Risk and Asset Management Research Centre
  52. Viet Do, Robert Faff and J, Wickramanayake. (2005). "An Empirical Analysis of hedge fund performance: The case of Australian hedge funds industry", Journal of Multinational Financial Management, pp.377-393
  53. Zaheer, Srilata A. (1992). "Organizational Context and Risk-Taking in a Global Environment: A Study of Foreign-Exchange Trading Rooms in the U.S. and Japan", MIT Sloan School of Management PhD thesis.