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The performance of individual investors in structured financial products

Author

Listed:
  • Oliver Entrop

    (University of Passau)

  • Michael McKenzie

    (University of Liverpool Management School
    University of Sydney Business School)

  • Marco Wilkens

    (University of Augsburg)

  • Christoph Winkler

    (University of Augsburg)

Abstract

This paper is the first to measure individual investors’ realized risk-adjusted performance in structured financial products, which represent one of the key financial innovations in recent times. Based on a large database of trades and portfolio holdings for 10,652 retail investors in discount and bonus certificates and common stocks, we find that (1) investors typically realize negative alphas in structured financial products, even when transaction costs are ignored. (2) Their underperformance increases with product complexity, which results from the higher implicit price premiums charged by the issuing banks for the more complex products and from the investors’ poor selection of products that have complex payoff specifications. (3) Investors also make poor choices when selecting the underlying assets for their structured product investments. This is merely a reflection of the poor stock selection abilities which also leads to a significant underperformance for their equity portfolios. (4) Certificate and stock investors are prone to the disposition effect. Overall, these findings suggest that retail investors may require some form of protection to avoid incurring these losses.

Suggested Citation

  • Oliver Entrop & Michael McKenzie & Marco Wilkens & Christoph Winkler, 2016. "The performance of individual investors in structured financial products," Review of Quantitative Finance and Accounting, Springer, vol. 46(3), pages 569-604, April.
  • Handle: RePEc:kap:rqfnac:v:46:y:2016:i:3:d:10.1007_s11156-014-0479-8
    DOI: 10.1007/s11156-014-0479-8
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    as
    1. Dorn, Daniel, 2010. "Investors with too many options?," Working Paper Series 1197, European Central Bank.
    2. John Y. Campbell & Howell E. Jackson & Brigitte C. Madrian & Peter Tufano, 2011. "Consumer Financial Protection," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 91-114, Winter.
    3. Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 63-98.
    4. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    5. Stoimenov, Pavel A. & Wilkens, Sascha, 2005. "Are structured products 'fairly' priced? An analysis of the German market for equity-linked instruments," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 2971-2993, December.
    6. Gabriel D. Carroll & James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Optimal Defaults and Active Decisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1639-1674.
    7. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    8. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    9. Rodrigo Hernández & Wayne Lee & Pu Liu & Tian-Shyr Dai, 2013. "Outperformance Certificates: analysis, pricing, interpretation, and performance," Review of Quantitative Finance and Accounting, Springer, vol. 40(4), pages 691-713, May.
    10. Mark Grinblatt & Francis A. Longstaff, 2000. "Financial Innovation and the Role of Derivative Securities: An Empirical Analysis of the Treasury STRIPS Program," Journal of Finance, American Finance Association, vol. 55(3), pages 1415-1436, June.
    11. Malkiel, Burton G, 1995. "Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
    12. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 1.
    13. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    14. Daniel Bergstresser & John M. R. Chalmers & Peter Tufano, 2009. "Assessing the Costs and Benefits of Brokers in the Mutual Fund Industry," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4129-4156, October.
    15. Henderson, Brian J. & Pearson, Neil D., 2011. "The dark side of financial innovation: A case study of the pricing of a retail financial product," Journal of Financial Economics, Elsevier, vol. 100(2), pages 227-247, May.
    16. Bauer, Rob & Cosemans, Mathijs & Eichholtz, Piet, 2009. "Option trading and individual investor performance," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 731-746, April.
    17. Baule, Rainer, 2011. "The order flow of discount certificates and issuer pricing behavior," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3120-3133, November.
    18. Carlin, Bruce I., 2009. "Strategic price complexity in retail financial markets," Journal of Financial Economics, Elsevier, vol. 91(3), pages 278-287, March.
    19. Stephen A. Ross, 1989. "Institutional Markets, Financial Marketing, and Financial Innovation," Journal of Finance, American Finance Association, vol. 44(3), pages 541-556, July.
    20. Amit Seru & Tyler Shumway & Noah Stoffman, 2010. "Learning by Trading," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 705-739, February.
    21. Utpal Bhattacharya & Andreas Hackethal & Simon Kaesler & Benjamin Loos & Steffen Meyer, 2012. "Is Unbiased Financial Advice to Retail Investors Sufficient? Answers from a Large Field Study," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 975-1032.
    22. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    23. Rainer Baule & Oliver Entrop & Marco Wilkens, 2008. "Credit risk and bank margins in structured financial products: Evidence from the German secondary market for discount certificates," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 28(4), pages 376-397, April.
    24. Glosten, L. R. & Jagannathan, R., 1994. "A contingent claim approach to performance evaluation," Journal of Empirical Finance, Elsevier, vol. 1(2), pages 133-160, January.
    25. Cheung, Joseph K & Chung, Richard, 1996. "Valuation of Complex Financial Instruments via Basic Components," Review of Quantitative Finance and Accounting, Springer, vol. 7(2), pages 163-176, September.
    26. repec:bla:jfinan:v:44:y:1989:i:3:p:541-56 is not listed on IDEAS
    27. Alastair Marsden & Russell Poskitt, 2004. "The Pricing of Instalments Receipts: New Zealand Evidence," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 7(03), pages 423-449.
    28. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    29. Carroll, R B & Brask, D A, 1999. "Simplified Valuation of Single-Payoff Financial Instruments," Review of Quantitative Finance and Accounting, Springer, vol. 12(4), pages 383-393, June.
    30. Terrance Odean, 1999. "Do Investors Trade Too Much?," American Economic Review, American Economic Association, vol. 89(5), pages 1279-1298, December.
    31. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 2.
    32. Bruce Ian Carlin & Gustavo Manso, 2011. "Obfuscation, Learning, and the Evolution of Investor Sophistication," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 754-785.
    33. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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    6. Baller, Stefanie & Entrop, Oliver & Schober, Alexander & Wilkens, Marco, 2017. "What drives performance in the speculative market of short-term exchange-traded retail products?," Passauer Diskussionspapiere, Betriebswirtschaftliche Reihe B-26-17, University of Passau, Faculty of Business and Economics.
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    8. Kunz, Alexis H. & Messner, Claude & Wallmeier, Martin, 2017. "Investors’ risk perceptions of structured financial products with worst-of payout characteristics," Journal of Behavioral and Experimental Finance, Elsevier, vol. 15(C), pages 66-73.
    9. Zongrun Wang & Mei Yang, 2020. "Effective allocation of financial services intensity and its impact on channel competition," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(8), pages 1473-1492, December.
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    11. Baule, Rainer & Münchhalfen, Patrick & Shkel, David & Tallau, Christian, 2023. "Fair-washing in the market for structured retail products? Voluntary self-regulation versus government regulation," Journal of Banking & Finance, Elsevier, vol. 148(C).
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    20. Abreu, Margarida & Mendes, Victor, 2018. "The investor in structured retail products: Advice driven or gambling oriented?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 17(C), pages 1-9.

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    More about this item

    Keywords

    Structured products; Derivatives; Complexity; Financial innovation; Investor behavior;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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