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The Side Effects of Shadow Banking on Banks’ Liquidity Provision

The Review of Corporate Finance Studies 2026
The presence of shadow banks in corporate term loan syndicates adversely affects credit lines’ liquidity provision, despite shadow banks not directly funding credit lines. Within the same syndicated loan deal, shadow banks attract not only riskier borrowers but also fewer banks as co-lenders, both in the term loan and in the credit line. Furthermore, credit lines in deals funded by shadow banks, compared to those without shadow bank participation, are smaller, with shorter maturities, and lower drawdown rates. Overall, our results highlight that syndicated loan deals with a strong presence of shadow banks offer borrowers lower liquidity protection. JEL G21, G22, G23

The Economic Impacts of Artificial Intelligence: A Multidisciplinary, Multi-book Review

Journal of Economic Literature 2026 64(1), 281-300
This essay reviews seven books from the past dozen years by social scientists examining the economic impact of artificial intelligence (AI). These works offer valuable insights—AI as cheap prediction, architectural barriers to adoption, data as an economic asset, implementation challenges. However, they offer little guidance when it comes to the transformative scenarios considered plausible by many AI researchers. Economists have made great progress in explaining how to use AI within existing production functions, who benefits, and why; what remains needed is rigorous advice to policymakers concerned about rapid increases in labor churn, scientific development, labor–capital shifts, or existential risk. (JEL C45, C80, D83, O31, O36)

The impact of auditor reputation impairments on private-client market share

Review of Accounting Studies 2026 31(2), 1439-1480 open access
We examine the impact of auditors’ reputation impairments on their private-client market share to explore how conducting low-quality audits affects auditors’ broader client portfolios. Prior evidence implies that an audit office loses public-client market share after a client announces a restatement. However, auditors’ private clients may be less concerned about auditor reputation and quality, given that they have lower agency costs and their financial statement users are often creditors that can rely on direct monitoring to narrow information asymmetry. Also, differences between public and private company audits cast doubt on whether public-client restatements are relevant to private clients. We find that the private-client market share of a Big Four audit office falls by, on average, 5 percent the year after a public client announces a restatement. This evidence suggests that Big Four offices cannot simply replace lost public-client revenue with private-client revenue after suffering reputation damage.

Banking on deforestation: the cost of nonenforcement

Journal of Financial Intermediation 2026 67, 101211 open access
Despite surging environmental laws, how their enforcement influences banks' management of climate risks remains underexplored.Using the Brazilian Amazon as a laboratory, we examine the impact of a shock to environmental law enforcement capacity on bank management of risks arising from deforestation-a significant but understudied climate risk.After enforcement declined, Brazilian banks significantly altered their priorities to more short-term profitability over longerterm risk concerns.Banks greatly increased lending to agribusinesses engaged in deforestation and actively shifted resources to regions with higher deforestation potential.Results suggest that without rigorous enforcement, banks may fail to fully internalize deforestation risks, despite existing environmental laws.