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8 results

Personal financial advice and portfolio quality

Review of Finance 2026 30(3), 1029-1069 open access
We document widespread use of personal financial advice among retail investors. Individuals seek competent and trusted sources for financial advice among their family and friends. Investors who provide advice to family and friends are positively selected and emphasize the reputational costs of giving risky financial advice. While previous studies have shown that advice shared on social media promotes active trading, we show that personal financial advice encourages investing in funds over single stocks. Our evidence complements the existing literature on financial advice in online social networks by highlighting differences in incentives and outcomes of advice to close personal connections.

Consuming Dividends

Review of Financial Studies 2022 35(10), 4802-4857 open access
This paper studies why investors buy dividend-paying assets and how they time consumption accordingly. We combine administrative bank data linking customers’ consumption and income to portfolio data and survey responses on financial behavior. We find that private consumption is excessively sensitive to dividend income. Investors across wealth, income, and age distributions increase spending precisely around days of dividend receipt. Our results are at odds with a number of existing rational and behavioral explanations, such as financial constraints and impulsiveness. Instead, consumption responses reflect “planned” excess sensitivity, driven by investors who select dividend portfolios, anticipate dividend income, and plan consumption accordingly.

Exposure to the COVID-19 Stock Market Crash and Its Effect on Household Expectations

The Review of Economics and Statistics 2021 103(5), 994-1010 open access
We survey a representative sample of U.S. households to study how exposure to the COVID-19 stock market crash affects expectations and planned behavior. Wealth shocks are associated with upward adjustments of expectations about retirement age, desired working hours, and household debt but have only small effects on expected spending. We provide correlational and experimental evidence that beliefs about the duration of the stock market recovery shape households' expectations about their own wealth and their planned investment decisions and labor market activity. Our findings shed light on the implications of household exposure to stock market crashes for expectation formation.

Educating Investors about Dividends

Review of Financial Studies 2025
We educate investors about the benefits of dividend reinvestment and costs of misperceiving dividends as free income. The intervention increases planned dividend reinvestment in survey responses. Using trading records, we observe a causal increase in dividend reinvestment in the field of roughly 50 cents for every euro received. This holds relative to investors’ prior behavior and various control samples. Investors who learned the most from the intervention update their trading the most. The results suggest the free dividends fallacy is a significant source of dividend demand. Our study demonstrates that simple, targeted, and focused educational interventions can affect investment behavior.

The Characteristics and Portfolio Behavior of Bitcoin Investors: Evidence from Indirect Cryptocurrency Investments

Review of Finance 2022 26(4), 855-898
Cryptocurrencies have received growing attention from individuals, the media, and regulators. However, little is known about the investors whom these financial instruments attract. Using administrative data, we describe the investment behavior of individuals who invest in cryptocurrencies with structured retail products. We find that cryptocurrency investors are active traders who are prone to investment biases and hold risky portfolios. Cryptocurrency investors are more likely to invest in stocks with high media sentiment and more likely to employ heuristics from technical analysis. In line with attention effects and anticipatory utility, we find that the average cryptocurrency investor substantially increases account logins and trading activity after his or her first cryptocurrency purchase. Furthermore, cryptocurrency investors tend to tilt their portfolios toward even more risky securities after cryptocurrency adoption. Our results document which investors are more likely to adopt new financial products and help inform regulators about investors’ vulnerability to cryptocurrency investments.

Once bitten, twice shy: The power of personal experiences in risk taking

Journal of Financial Economics 2019 132(3), 97-117
We study whether personal experiences are so powerful that they make individuals actively shy away from risk. Our research design relies on portfolio decisions relating to inheritances, which alter the active decision from one of choosing to take risk to one of choosing to reduce risk. Experience derives from investments in banks that defaulted following the 2007–2009 financial crisis. We classify experiences into first-hand experiences, resulting from personal losses; second-hand experiences, from losses of family members; and third-hand experiences, from locations where banks defaulted. Our results demonstrate that experiences gained personally, not common shocks, make individuals shy away from risk.

Political corruption, trust, and household stock market participation

Journal of Banking & Finance 2022 138, 106442 open access
We study how political corruption affects stock market participation among households in China. Our identification strategy exploits recent anticorruption campaigns that reduce households’ exposure to political corruption and within-province variation in lifetime exposure to local corruption. We find that households with higher corruption exposure participate less in the stock market at both the extensive and intensive margins. Removals of top provincial officials during the anticorruption campaign increase the probability of stock market participation by 3 percentage points and households’ net equity purchases and equity share percentage by 13.2 and 0.2 percentage points, respectively. The effect is predominantly driven by the nonpecuniary effect of corruption on households’ trust and perceptions of institutional quality rather than on households’ accumulation of wealth. Our work highlights the negative externalities of political corruption on financial markets.

Cultivating Self-Control in FinTech: Evidence from a Field Experiment on Online Consumer Borrowing

Journal of Financial and Quantitative Analysis 2022 57(6), 2208-2250
We report the results of a longitudinal intervention with students across 5 universities in China designed to reduce online consumer debt. We allocate participants to either a financial literacy treatment group, a self-control treatment group, or a zero-touch control group. Our self-control training intervention features detailed tracking of spending and borrowing, budgeting, and introspection about consumption choices. This intervention reduces online borrowing and delinquency charges, mainly driven by a reduction in entertainment-related spending and borrowing. In contrast, financial literacy interventions improve test scores but only marginally affect borrowing. Our results suggest that cultivating self-regulation and budgeting skills can improve borrowing behavior on e-commerce platforms.