We estimate the prevalence and drivers of short squeezes after short-selling attacks. Positive returns after attacks have a disproportionate tendency to fully reverse and are accompanied by heightened short covering, consistent with the presence of short squeezes. We assess and find no support for non-squeeze drivers of these positive return reversals and show they are more likely to be accompanied by squeeze-related news articles, increased stock volatility, and disruptions in the stock lending market. Using positive return reversals as a proxy for short squeezes, we estimate that 15% of short attacks experience squeezes, and squeeze risk increases with short sellers’ visibility but decreases with the credibility of their evidence. Additionally, squeezes appear to be precipitated by actions of firms and investors, including insider purchases, share recalls, retail investor trading, and firm disclosures. Our findings quantify a material risk and check on activist short selling and are especially timely given recent proposed short-selling restrictions.
{"title":"Short Squeezes After Short-Selling Attacks","authors":"LORIEN STICE-LAWRENCE, YU TING FORESTER WONG, WUYANG ZHAO","doi":"10.1111/1475-679x.12595","DOIUrl":"https://doi.org/10.1111/1475-679x.12595","url":null,"abstract":"We estimate the prevalence and drivers of short squeezes after short-selling attacks. Positive returns after attacks have a disproportionate tendency to fully reverse and are accompanied by heightened short covering, consistent with the presence of short squeezes. We assess and find no support for non-squeeze drivers of these positive return reversals and show they are more likely to be accompanied by squeeze-related news articles, increased stock volatility, and disruptions in the stock lending market. Using positive return reversals as a proxy for short squeezes, we estimate that 15% of short attacks experience squeezes, and squeeze risk increases with short sellers’ visibility but decreases with the credibility of their evidence. Additionally, squeezes appear to be precipitated by actions of firms and investors, including insider purchases, share recalls, retail investor trading, and firm disclosures. Our findings quantify a material risk and check on activist short selling and are especially timely given recent proposed short-selling restrictions.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"17 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142935105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
ASHLEIGH L. BAKKE, ELIZABETH N. COWLE, STEPHEN P. ROWE, MICHAEL S. WILKINS
We investigate how audit firms balance the tension between professional responsibility and client service by examining changes in partner assignments following adverse internal control opinions (ICOs). We find that partners are significantly more likely to be reassigned when they issued an adverse ICO to any of their clients in the previous year. Further, partners issuing adverse ICOs experience unfavorable changes in their client portfolios in the form of lower fees and less prestigious assignments. We find that consequences are more negative when adverse ICOs are issued to clients that are more important to the local office and that there are no consequences when partners issue continuing adverse opinions to clients they have “inherited” from an original adverse ICO partner. We also find that the consequences are stronger for partners of non-Big 4 audit firms that are likely to be more sensitive to client service considerations. The negative portfolio effects we observe persist for at least three years, and our findings are robust to restrictions involving mandatory partner rotation and adverse ICOs that lead to client loss. Overall, our results are consistent with adverse ICO partners experiencing negative consequences as audit firms respond to client service incentives in the area of internal controls over financial reporting.
{"title":"What Happens to Partners Who Issue Adverse Internal Control Opinions?","authors":"ASHLEIGH L. BAKKE, ELIZABETH N. COWLE, STEPHEN P. ROWE, MICHAEL S. WILKINS","doi":"10.1111/1475-679x.12597","DOIUrl":"https://doi.org/10.1111/1475-679x.12597","url":null,"abstract":"We investigate how audit firms balance the tension between professional responsibility and client service by examining changes in partner assignments following adverse internal control opinions (ICOs). We find that partners are significantly more likely to be reassigned when they issued an adverse ICO to any of their clients in the previous year. Further, partners issuing adverse ICOs experience unfavorable changes in their client portfolios in the form of lower fees and less prestigious assignments. We find that consequences are more negative when adverse ICOs are issued to clients that are more important to the local office and that there are no consequences when partners issue continuing adverse opinions to clients they have “inherited” from an original adverse ICO partner. We also find that the consequences are stronger for partners of non-Big 4 audit firms that are likely to be more sensitive to client service considerations. The negative portfolio effects we observe persist for at least three years, and our findings are robust to restrictions involving mandatory partner rotation and adverse ICOs that lead to client loss. Overall, our results are consistent with adverse ICO partners experiencing negative consequences as audit firms respond to client service incentives in the area of internal controls over financial reporting.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"28 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142935095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
To what extent does the narrative context surrounding the numbers in financial statements alter the informativeness of these numbers, that is, contextualize them? Answering this question empirically presents a methodological challenge. Leveraging recent advances in deep learning, we propose a method to uncover the value of contextual information learned from the (deep) interactions between numeric and narrative disclosures. We show that the contextualization of accounting numbers makes them substantially more informative in shaping beliefs about a firm's future, especially when numeric data are less reliable. In fact, the informational value of interactions dominates the direct informational value of the narrative context. We corroborate this finding by showing that stock markets and financial analysts incorporate the interactions between narrative and numeric information when making forecasts. We also demonstrate the value of our approach by identifying rich firm-year–specific heterogeneity in earnings persistence. We discuss a number of avenues for future research.
{"title":"Context-Based Interpretation of Financial Information","authors":"ALEX G. KIM, VALERI V. NIKOLAEV","doi":"10.1111/1475-679x.12593","DOIUrl":"https://doi.org/10.1111/1475-679x.12593","url":null,"abstract":"To what extent does the narrative context surrounding the numbers in financial statements alter the informativeness of these numbers, that is, contextualize them? Answering this question empirically presents a methodological challenge. Leveraging recent advances in deep learning, we propose a method to uncover the value of contextual information learned from the (deep) interactions between numeric and narrative disclosures. We show that the contextualization of accounting numbers makes them substantially more informative in shaping beliefs about a firm's future, especially when numeric data are less reliable. In fact, the informational value of interactions dominates the direct informational value of the narrative context. We corroborate this finding by showing that stock markets and financial analysts incorporate the interactions between narrative and numeric information when making forecasts. We also demonstrate the value of our approach by identifying rich firm-year–specific heterogeneity in earnings persistence. We discuss a number of avenues for future research.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"13 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Technology acquirers face significant information asymmetry when identifying appropriate acquisition targets. We exploit plausibly exogenous variation in the costs of gathering technological information as the result of patent library openings. We find that, after local patent libraries open, firms become more active in technological acquisitions, acquirers prefer targets that are geographically or technologically close to a lesser extent, completion rates for technology M&A increase, and performance improves. Post-merger innovation output is enhanced through more collaboration between inventors of acquirers and their targets. Overall, our study sheds new light on the importance of information-gathering costs in corporate takeovers and on the search for human capital synergies.
{"title":"Does Access to Patent Information Help Technological Acquisitions? Evidence from Patent Library Openings","authors":"CONNIE X. MAO, YUERU QIN, XUAN TIAN, CHI ZHANG","doi":"10.1111/1475-679x.12592","DOIUrl":"https://doi.org/10.1111/1475-679x.12592","url":null,"abstract":"Technology acquirers face significant information asymmetry when identifying appropriate acquisition targets. We exploit plausibly exogenous variation in the costs of gathering technological information as the result of patent library openings. We find that, after local patent libraries open, firms become more active in technological acquisitions, acquirers prefer targets that are geographically or technologically close to a lesser extent, completion rates for technology M&A increase, and performance improves. Post-merger innovation output is enhanced through more collaboration between inventors of acquirers and their targets. Overall, our study sheds new light on the importance of information-gathering costs in corporate takeovers and on the search for human capital synergies.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"14 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142816141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
LISA DE SIMONE, REBECCA LESTER, ANEESH RAGHUNANDAN
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about their effectiveness for monitoring. State and local business subsidies for investment and employment have tripled in size over the past 30 years, but transparency problems inhibit clear assessments of whether subsidies achieve their intended outcomes. We examine both internal disclosure laws, which mandate subsidy reporting by the granting state agency to other state oversight agencies, and external disclosure laws, which mandate reporting to the public. We find positive effects of subsidies on local employment when subsidies are subject to internal disclosure laws; by implementing such regimes, governments could forego 1.2–1.7 subsequent subsidies per county, saving $419.0–$593.5 million in aggregate. In contrast, we observe little effect of external disclosure, which we show is due to governments either substituting to other types of incentives or posting stale information that impedes public monitoring. We contribute to the government disclosure literature by demonstrating the real employment effects of internal government disclosures, and we provide policy-relevant evidence about the conditions under which external disclosure regimes facilitate public monitoring.
{"title":"Tax Subsidy Disclosure and Local Economic Effects","authors":"LISA DE SIMONE, REBECCA LESTER, ANEESH RAGHUNANDAN","doi":"10.1111/1475-679x.12591","DOIUrl":"https://doi.org/10.1111/1475-679x.12591","url":null,"abstract":"We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about their effectiveness for monitoring. State and local business subsidies for investment and employment have tripled in size over the past 30 years, but transparency problems inhibit clear assessments of whether subsidies achieve their intended outcomes. We examine both internal disclosure laws, which mandate subsidy reporting by the granting state agency to other state oversight agencies, and external disclosure laws, which mandate reporting to the public. We find positive effects of subsidies on local employment when subsidies are subject to internal disclosure laws; by implementing such regimes, governments could forego 1.2–1.7 subsequent subsidies per county, saving $419.0–$593.5 million in aggregate. In contrast, we observe little effect of external disclosure, which we show is due to governments either substituting to other types of incentives or posting stale information that impedes public monitoring. We contribute to the government disclosure literature by demonstrating the real employment effects of internal government disclosures, and we provide policy-relevant evidence about the conditions under which external disclosure regimes facilitate public monitoring.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"20 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142804668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We examine the effect of the Securities and Exchange Commission's (SEC) regulatory oversight on private debt contracting outcomes, using the signing of the multilateral memorandum of understanding (MMoU) as a natural experiment. The MMoU enables the SEC to take stricter punitive actions against wealth expropriation by cross‐listed firms’ insiders and enforce better compliance with applicable rules and regulations. We find that enhanced SEC oversight in the post‐MMoU regime lowers loan spreads by 36 basis points, thus saving an average cross‐listed firm approximately $9 million in direct loan costs over the life of a bank loan. Cross‐sectional analyses show that the effect is more pronounced for borrowers from countries with weaker institutions, borrowers with greater accounting discretion, and for loans arranged by top lenders or loans not secured by collateral. Conversely, the effect is less pronounced for borrowers who use IFRS or when the SEC faces greater budgetary constraints. Enhanced SEC oversight also leads to an increase in loan maturity and a decrease in financial covenants. Our evidence suggests that while the SEC's primary mandate is to protect public equity and bond investors, its supervision yields substantial borrowing cost savings and more lenient nonprice loan terms in the private debt markets as well.
{"title":"Spillover Effects of the SEC's Regulatory Oversight on Private Debt Contracting: Evidence from Cross‐listed Foreign Firms","authors":"Mahfuz Chy, Inder K. Khurana, Hoyoun Kyung","doi":"10.1111/1475-679x.12585","DOIUrl":"https://doi.org/10.1111/1475-679x.12585","url":null,"abstract":"We examine the effect of the Securities and Exchange Commission's (SEC) regulatory oversight on private debt contracting outcomes, using the signing of the multilateral memorandum of understanding (MMoU) as a natural experiment. The MMoU enables the SEC to take stricter punitive actions against wealth expropriation by cross‐listed firms’ insiders and enforce better compliance with applicable rules and regulations. We find that enhanced SEC oversight in the post‐MMoU regime lowers loan spreads by 36 basis points, thus saving an average cross‐listed firm approximately $9 million in direct loan costs over the life of a bank loan. Cross‐sectional analyses show that the effect is more pronounced for borrowers from countries with weaker institutions, borrowers with greater accounting discretion, and for loans arranged by top lenders or loans not secured by collateral. Conversely, the effect is less pronounced for borrowers who use IFRS or when the SEC faces greater budgetary constraints. Enhanced SEC oversight also leads to an increase in loan maturity and a decrease in financial covenants. Our evidence suggests that while the SEC's primary mandate is to protect public equity and bond investors, its supervision yields substantial borrowing cost savings and more lenient nonprice loan terms in the private debt markets as well.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"2 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Issue Information - Request for Papers","authors":"","doi":"10.1111/1475-679X.12587","DOIUrl":"https://doi.org/10.1111/1475-679X.12587","url":null,"abstract":"","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"62 5","pages":"1572"},"PeriodicalIF":4.9,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1475-679X.12587","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Issue Information - Standing Call for Proposals for","authors":"","doi":"10.1111/1475-679X.12588","DOIUrl":"https://doi.org/10.1111/1475-679X.12588","url":null,"abstract":"","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"62 5","pages":"1573"},"PeriodicalIF":4.9,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1475-679X.12588","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We provide the first evidence that conflicts of interest arising from commercial ties lead to bias in environmental, social, and governance (ESG) ratings. Using the acquisitions of Vigeo Eiris and RobecoSAM by Moody's and S&P as shocks to the commercial ties between ESG rating agencies and their rated firms, we show that, after their acquisitions by the credit rating agencies (CRAs), ESG rating agencies issue higher ratings to existing paying clients of the CRAs. This effect is greater for firms that have more intensive business relationships with the CRAs, but weaker for firms with more transparent ESG disclosures or higher long-term institutional ownership. The upwardly biased ESG ratings help client firms issue more green bonds and enable the CRAs to maintain credit rating business. Finally, the upwardly biased ESG ratings are less informative of future ESG news. Overall, the business incentives of rating providers appear to engender ESG rating bias.
{"title":"Do Commercial Ties Influence ESG Ratings? Evidence from Moody's and S&P","authors":"XUANBO LI, YUN LOU, LIANDONG ZHANG","doi":"10.1111/1475-679X.12582","DOIUrl":"https://doi.org/10.1111/1475-679X.12582","url":null,"abstract":"<p>We provide the first evidence that conflicts of interest arising from commercial ties lead to bias in environmental, social, and governance (ESG) ratings. Using the acquisitions of Vigeo Eiris and RobecoSAM by Moody's and S&P as shocks to the commercial ties between ESG rating agencies and their rated firms, we show that, after their acquisitions by the credit rating agencies (CRAs), ESG rating agencies issue higher ratings to existing paying clients of the CRAs. This effect is greater for firms that have more intensive business relationships with the CRAs, but weaker for firms with more transparent ESG disclosures or higher long-term institutional ownership. The upwardly biased ESG ratings help client firms issue more green bonds and enable the CRAs to maintain credit rating business. Finally, the upwardly biased ESG ratings are less informative of future ESG news. Overall, the business incentives of rating providers appear to engender ESG rating bias.</p>","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"62 5","pages":"1901-1940"},"PeriodicalIF":4.9,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1475-679X.12582","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142588025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TRUNG NGUYEN, ANEESH RAGHUNANDAN, ALEXANDRA SCHERF
We study whether federal judges’ personal exposure to financial fraud affects their professional behavior, in the form of sentencing outcomes in white-collar cases. Following the methodology outlined in our registered report, we construct a novel measure of financial fraud exposure based on judges’ direct shareholdings in firms that commit financial fraud. Using this measure, we exploit the random assignment of cases to judges to examine whether judges exposed to fraud in one firm are (1) less likely to rule in favor of defendants in white-collar cases involving other firms and (2) less likely to grant favorable pretrial motions to defendants. We find minimal evidence in support of either (1) or (2), concluding that for all but the most serious frauds, judges are unlikely to let their personal victimhood experience affect their professional sentencing behavior with respect to related cases. Our study broadens our understanding of the spillover effects of financial fraud enforcement and contributes to the literature on how judges’ personal experiences can shape judicial decision-making.
{"title":"How Does Judges’ Personal Exposure to Financial Fraud Affect White-Collar Sentencing?","authors":"TRUNG NGUYEN, ANEESH RAGHUNANDAN, ALEXANDRA SCHERF","doi":"10.1111/1475-679x.12584","DOIUrl":"https://doi.org/10.1111/1475-679x.12584","url":null,"abstract":"We study whether federal judges’ <i>personal</i> exposure to financial fraud affects their <i>professional</i> behavior, in the form of sentencing outcomes in white-collar cases. Following the methodology outlined in our registered report, we construct a novel measure of financial fraud exposure based on judges’ direct shareholdings in firms that commit financial fraud. Using this measure, we exploit the random assignment of cases to judges to examine whether judges exposed to fraud in one firm are (1) less likely to rule in favor of defendants in white-collar cases involving other firms and (2) less likely to grant favorable pretrial motions to defendants. We find minimal evidence in support of either (1) or (2), concluding that for all but the most serious frauds, judges are unlikely to let their personal victimhood experience affect their professional sentencing behavior with respect to related cases. Our study broadens our understanding of the spillover effects of financial fraud enforcement and contributes to the literature on how judges’ personal experiences can shape judicial decision-making.","PeriodicalId":48414,"journal":{"name":"Journal of Accounting Research","volume":"79 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142486521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}