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Walking the walk? Bank ESG disclosures and home mortgage lending

Review of Accounting Studies 2022 27(3), 779-821 open access
We show that banks with high environmental, social, and governance (ESG) ratings issue fewer mortgages in poor localities—in number and dollar amount—than banks with low ESG ratings. This lending disparity happens at both the county and census tract level, worsens in disaster areas of severe hurricane strikes, is robust to alternative ESG ratings (including using only the social (S) component), and cannot be explained by banks’ differential deposit networks. We find no difference in mortgage default rates between high- and low-ESG banks, rejecting an alternative explanation based on differential credit screening quality. We report a complementary, not substitution, relation between high-ESG banks’ mortgage lending and their community development investments (like affordable housing projects) in poor localities. Loan-application-level analyses confirm that high-ESG banks are more likely than low-ESG banks to reject mortgage loans in poor neighborhoods. The evidence hints at social wash: banks deploy prosocial rhetoric and symbolic actions while not lending much in disadvantaged communities, the social function they arguably ought to perform. Community Reinvestment Act (CRA) examinations partially undo the social wash effect.

All losses are not alike: Real versus accounting-driven reported losses

Review of Accounting Studies 2023 28(3), 1141-1189 open access
We examine the value relevance of accounting-driven losses that result from the immediate expensing of firms’ internally generated intangible investments versus losses occurring irrespective of intangible investments. Contrary to the long-held view that losses are less relevant than profits for valuation, we find that once the accounting bias of intangibles-expensing is undone, earnings of firms reporting intangibles-driven losses are as informative as earnings of profitable firms. Furthermore, contrary to the view that persistent losses decrease earnings relevance, our evidence shows no decrease in the relevance of earnings for firms reporting persistent intangibles-driven losses. We also find that firms reporting intangibles-driven losses subsequently outperform other loss firms and even profitable firms in value creation from investments in technological innovation and human capital. Our evidence further shows that firms reporting intangibles-driven losses have stronger future performance than other firms. Taken together, the results of this study demonstrate the fundamental differences between losses driven by the immediate expensing of internally generated intangible investments and losses reflecting genuine business performance shortfalls. Standard accounting performance measures, however, do not properly reflect these operational differences and their implications.

Individual investors’ paid news subscriptions

Review of Accounting Studies 2026 open access
We study individual investors’ paid news subscriptions. Among individual investors, only 4% of individual-quarters include a news subscription, and 1.2% include a financial news subscription. These low rates mask substantial variation across news sources and over time. Within financial news, approximately 30% of aggregate subscription dollars are spent on crowdsourced news, with the remaining 70% spent on traditional financial news. Subscription dollars vary over time, with crowdsourced news at times matching or exceeding traditional financial news. We also find that subscriptions are correlated with capital market activity. Aggregated payments for subscriptions, particularly for crowdsourced news, are correlated with stock market valuation, trading volume, and investment. Similarly, within individuals, the association between subscriptions and investment is driven primarily by crowdsourced news: subscribing is associated with a $280 increase in quarterly investment. Overall, our findings highlight variation in individual investors’ news subscriptions and their correlated investment activities.

Shareholder value implications of supply chain ESG: evidence from negative incidents

Review of Accounting Studies 2025 30(3), 2185-2217 open access
Using a novel measure that captures negative ESG incidents at both listed and private suppliers, we provide large-scale evidence on the value implications of supply chain ESG. We find that firms with fewer supply chain ESG incidents exhibit higher future accounting performance and that this effect is stronger in the presence of more conscious customers and vulnerable supply chains. We also find that firms with robust supply chain ESG exhibit higher future stock returns and that this effect is more pronounced when information frictions are higher, which suggests that it takes time for the market to understand the value implications of supply chain ESG. Overall, we highlight the benefits of managing supply chain ESG and the decision usefulness of the related information.