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Household Finance and Private Retirement Provision: A Marketing Finance perspective. Piet Eichholtz Maastricht University. Marketing-Finance in Maastricht The Finance perspective. Start in 2007, anchored on Joost Pennings Unique International MSc program: Marketing-Finance Interface
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Household Finance and Private Retirement Provision: A Marketing Finance perspective Piet Eichholtz Maastricht University
Marketing-Finance in Maastricht The Finance perspective • Start in 2007, anchored on Joost Pennings • Unique International MSc program: Marketing-Finance Interface • Very close link to financial industry • Alex chair and database • Fortis chair • Loyalis, SNS Reaal, … • Good fit with earlier research lines in Finance Department • Mutual funds • Pension research • Very good fit with existing research in private retirement provision • Individual investor behavior and attitudes • Product development
Alex platform provides unique perspective on private investment decisions • Option Trading and Individual Investor Performance • Rob Bauer, Mathijs Cosemans, Piet Eichholtz (2008) • Paper uses trading data set • Individual accounts between 2000-1 and 2006-3 • 41,880 equity traders and 26,666 option traders • 8 million trades, almost half in equities • Measure impact of trading on investor performance • Do investors understand risk/return? • Do investors have behavioral biases influencing performance? • Do they diversify adequately? • How and why do they use derivatives? • …
Related literature regarding private investor behavior and performance • Puzzling finding of prior research is excessive trading by private investors • Barber and Odean (2000): gains from trading insufficient to cover costs • Odean (1998): investors trade too much due to overconfidence • Investor irrationality in option markets • Poteshman and Serbin (2003): early exercise of options • Lakonishok et al. (2007): large fraction of option activity motivated by speculation • Strong evidence of performance persistence • Coval et al. (2005): small group of investors consistently beats markets
Average Investor PerformanceRaw monthly returns and alphas • Performance attribution using extension of Carhart (1997) four-factor model • Option-based factors added to capture nonlineair payoffs • IT factor added to capture tech-related style tilts
Investor sentiment and market timingInvestors keep speculating on further market fall after recovery
Motivations for trading options (1)Type of position: put/call, own/write, covered/naked
Motivations for trading options (2)Selected results from online client survey • 4,516 responses • 2,323 option traders; 2,193 equity traders • Results suggest • overconfidence for option traders • speculation and entertainment more important for option traders
Performance Persistence (1) • Existing evidence • Coval et al. (2005): persistent winners outperform losers by 8% per year, unexplained by size, value, momentum • Brown and Goetzmann (1995), Carhart (1997): mixed evidence of performance persistence by mutual funds • Why would individuals be able to beat the market? • Price impact of trades is smaller • Fewer asset allocation constraints • Approach • Sort investors into decile portfolios based on return during formation period, calculate decile returns in evaluation period • T-test on performance difference between deciles 1 and 10 • Spearman rank correlation formation and evaluation periods
Performance Persistence (2)Against hypothetical index fund and mutual fund
Performance Persistence (3)Decile performances and rank ordering
Conclusions • Individual investors incur large losses on option and equity investments • Poor performance explained by bad market timing due to overreaction to past market movements • Trading costs and lack of knowledge contribute to losses • Gambling and entertainment seems motivation for trading • Bad performers stay bad; good performers stay good • Trading hurts investor performance and trading options hurts most
Implications for private retirement provision • Left to their own devices, only a minority of citizens seem to be able to invest adequately for retirement • Some form of paternalism seems in place • The active mutual fund market does not provide a good answer • Bloated costs, too much trading, weak performance • David Swensen (2005): “Overwhelmingly, mutual funds extract enormous sums from investors in exchange for providing a shocking disservice.” • Mutual funds face a fundamental conflict of interest • The collective pension system has a better cost basis … • Bauer and Frehen (2008) … but does it provide enough flexibility and choice?
Two ways outI. Steering people towards passive strategies • Overwhelming academic evidence points to passive low-fee strategies • Exchange traded funds • Index funds • How do we get people into long term passive index funds? • The Swedish model (using a default fund) is a way out, but … • … does it steer people hard enough? • Many Swedes still chose top historical performer (high risk tech fund) • Only 4.1% of chosen funds were indexed • Very large home bias • … is the default choice the best choice for all? • What strategic mix of passive funds is optimal?
Two ways outII. Life cycle and complementary portfolios • Optimal portfolio changes with people’s life cycle and human capital • Willingness to run risk • Ability to make up for losses on the way • Optimal portfolio depends on non-financial portfolio • Position in housing market • Position in mortgage market • Design life cycle portfolios • Design complementary portfolios • Portfolio based on ALM at the client level • Adjust defaults accordingly and dynamically