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The Consequences of Letter Grades for Labor Market Outcomes and Student Behavior

Journal of Labor Economics 2023 41(3), 565-588
I study the consequences of letter grades serving as coarse measures of academic achievement using university administrative data that record both the letter grade and the precise mark (0–100) received for each course that a given student takes. I exploit a regression discontinuity design with marks as the running variable. I find that receiving a better grade in a single class results in USD 32 greater monthly earnings after graduation, a 1.4% increase. I also find that marginal students who receive a worse grade take significantly easier courses and earn lower grades in future semesters.

An Economic View of Corporate Social Impact

Journal of Finance 2026 81(1), 285-328
ABSTRACT Growing discussions of impact investing and stakeholder capitalism have increased interest in measuring companies' social impact. We conceptualize corporate social impact as the welfare loss that would be caused by a firm's exit. To illustrate, we quantify the social impacts of 74 firms in 12 industries using a new survey measuring consumer and worker substitution patterns combined with models of product and labor markets. We find that consumer surplus is the primary component of social impact, suggesting that consumer impacts deserve more attention from impact investors. Existing environmental, social, and governance (ESG) and social impact ratings are essentially unrelated to our economically grounded measures.

Urban Transit Infrastructure and Inequality

The Review of Economics and Statistics 2026
Abstract We propose a quantitative spatial model featuring heterogeneous worker groups and their travel to consume nontradable goods and services. We consider the opening of the Downtown Line in Singapore, which connected regions where high-income households have residential amenities to where nontraded sectors are productive. Leveraging transit farecard data, we show that high-income workers saw large welfare gains but low-income workers gained little. Everyone enjoyed improved access to consumption opportunities, but low-income jobs in nontradables moved to less attractive workplaces. Abstracting from consumption travel understates the disparate impact across worker groups threefold.

Government intervention and bank markups: Lessons from the global financial crisis for the COVID-19 crisis

Journal of Banking & Finance 2021 133, 106320 open access
The COVID-19 pandemic could result in large government interventions in the banking industry. To shed light on the possible consequences on markups, we rely on the experience of the Global Financial Crisis and exploit granular data on government interventions in more than 800 banks across 27 countries between 2007 and 2017. Using a multivariate matching method, we find no evidence of an increase in markups. Interventions—especially longer and larger ones—have no significant impact on prices but they increase costs, mostly because of higher loan impairment charges, lowering markups.