Financial crime is often treated as a matter of enforcement. People break rules, courts prosecute, and regulators respond. But in reality, financial crime can also reflect financial pressure. Some individuals face weak balance sheets, poor debt management and limited savings, and stronger incentives to misuse money placed in their trust. This paper introduces a new perspective: financial literacy is not just about better household decisions. In fact, it may also reduce the likelihood that individuals commit financial crimes.

Financial literacy and financial crime: A regression discontinuity approach

  • Paul G. Freed, John Hackney
  • Journal of Financial Economics, 2026
  • A version of this paper can be found here
  • Want to read our summaries of academic finance papers? Check out our Academic Research Insight category

Key Academic Insights

Financial literacy reduces financial crime
The paper finds that mandatory high school financial education in Virginia significantly reduces the probability of being charged with a financial crime. Using a regression discontinuity design around the class-cohort cutoff, the authors estimate a decline of roughly 32% to 37% relative to the mean. The effect persists for at least six years after the treatment.

The effect is concentrated in embezzlement
The reduction is strongest for embezzlement, the type of financial crime most closely associated with financial stress and misuse of entrusted funds. The paper does not find comparable effects for fraud, forgery, or counterfeiting. This suggests that financial literacy changes behavior most when financial pressure is a key motive.

Financial literacy does not reduce all crime
The authors find no meaningful effect on violent crime, drug-related crime, vandalism, or other non-financial crimes. This is important because it shows that the course is not simply reducing criminal behavior broadly. The effect appears specific to financially motivated misconduct.

Low-income areas benefit the most
The reduction in financial crime is concentrated among individuals living in low-income neighborhoods. Treated individuals in these areas experience a 42% to 48% decline in the likelihood of committing financial crime relative to those in higher-income areas. This supports the idea that financial constraints are central to the mechanism.

Financial education improves balance sheets
Using Census survey data, the paper shows that treated individuals reduce reliance on credit card debt, increase investment, and are more likely to maintain savings accounts. These changes point to stronger personal finances. Better financial habits may reduce the need or temptation to misuse funds.

Treated defendants appear less financially distressed
Among individuals who are eventually charged with financial crime, those exposed to financial literacy education are less likely to rely on public defenders or self-representation. This suggests that the intervention reduces the share of financially distressed individuals among financial crime defendants. The evidence reinforces the financial-constraints channel.

The results are not driven by avoidance or migration
The authors test whether treated individuals simply become better at hiding crimes, move out of Virginia, or select into different jobs or schools. They find little evidence for these alternative explanations. Suspicious Activity Reports and police incident data also decline, suggesting actual financial crime falls rather than merely becoming harder to detect.

Practical Applications for Investment Advisors

Treat financial literacy as risk prevention

Financial education does more than improve budgeting or investing. It can reduce downstream risks linked to financial stress, poor debt management, and weak household balance sheets.

Focus on financially constrained households
The strongest effects appear among individuals in low-income areas. Educational interventions may be especially valuable for clients or communities facing liquidity pressure, limited savings, or high-cost debt.

Connect education to behavior, not just knowledge
The paper shows that financial literacy affects real decisions: credit card use, savings, and investment behavior. Advisors should emphasize practical implementation rather than abstract financial concepts alone.

Recognize broader social benefits
Financial literacy may create positive spillovers beyond the individual. Better household financial management can reduce harm to employers, small businesses, and communities exposed to financial misconduct.

How to Explain This to Clients

“Financial literacy is often described as a way to help people budget, save, and invest. But this paper shows it may do something even broader. When people understand credit, saving, and basic financial planning, they may be less likely to end up under severe financial pressure. That matters because some financial crimes, especially embezzlement, often arise when people face money problems they feel they cannot share. So financial education is not just about building wealth. It can also reduce harmful financial behavior.”

The Most Important Chart from the Paper

This figure illustrates the relative predictive power of taking the high school financial literacy course on tested financial literacy metrics for different age groups. The sample data is from the FINRA National Financial Capability Study (NFCS) surveys. 

The results are hypothetical results and are NOT an indicator of future results and do NOT represent returns that any investor actually attained. Indexes are unmanaged and do not reflect management or trading fees, and one cannot invest directly in an index.

Abstract

This study investigates how financial literacy shapes the propensity of individuals to commit financial crime. Using state-level administrative data on criminal charges linked to comprehensive public records , we exploit a policy-based discontinuity in grade level assignment based on individual birth dates that exogenously requires certain high school cohorts to attend a financial literacy course. Our estimates suggest that exposure to the course reduces the propensity to commit financial crime by 37%. The reduction is driven by declines in embezzlement and is stronger for low-income individuals. Additional evidence suggests that the reductions are primarily explained by improvements in household balance sheets.

Dr. Elisabetta Basilico is a seasoned investment professional with an expertise in "turning academic insights into investment strategies." Research is her life's work and by combing her scientific grounding in quantitative investment management with a pragmatic approach to business challenges, she’s helped several institutional investors achieve stable returns from their global wealth portfolios. Her expertise spans from asset allocation to active quantitative investment strategies. Holder of the Charter Financial Analyst since 2007 and a PhD from the University of St. Gallen in Switzerland, she has experience in teaching and research at various international universities and co-author of articles published in peer-reviewed journals. She and co-author Tommi Johnsen published a book on research-backed investment ideas, titled Smarte(er) Investing. How Academic Insights Propel the Savvy Investor. You can find additional information at Academic Insights on Investing.

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