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Auditor Sensitivity to Real Earnings Management: The Importance of Ambiguity and Earnings Context

Contemporary Accounting Research 2019 36(2), 1055-1076
ABSTRACT Differentiating real earnings management (REM) from normal business decisions poses a unique challenge for auditors, researchers, and investors. The ambiguity associated with REM, and the fact that REM does not violate GAAP, may explain why its use is on the rise. While some assert that auditors are not, and should not be, concerned with REM, recent research suggests that REM may influence some auditor judgments. Using Correspondent Inference Theory (CIT) as our theoretical framework, we extend REM research by investigating the ways in which auditors respond to REM and how auditors deal with the intrinsic ambiguity associated with REM. We administer a 3×2 between‐subjects experiment to 113 highly‐experienced auditors, manipulating the level of ambiguity surrounding the observed REM (Explicit REM, Potential REM, or No REM) and the earnings context in which the client engages in REM (the client beat or missed the consensus earnings forecast). We find that auditors respond to REM by lowering assessments of management tone (i.e., management's commitment to a culture of high ethical standards), being more likely to discuss the issue with the audit committee, and being less likely to retain the client. Auditors respond to Explicit REM regardless of the earnings context, but respond to Potential (i.e., ambiguous) REM only when the client beats the forecast. Finally, we find that management tone mediates the relation between REM and auditor responses, even after controlling for various audit‐related risks. Thus, for auditors, REM appears to be primarily a “people” issue, as REM provides a negative signal about management.

Does XBRL Adoption Constrain Earnings Management? Early Evidence from Mandated U.S. Filers

Contemporary Accounting Research 2019 36(4), 2610-2634
ABSTRACT We examine whether the use of eXtensible Business Reporting Language (XBRL) for financial reporting (i.e., interactive data submissions) reduces earnings management during the period of XBRL implementation by the SEC. Using a sample of mandated XBRL filers, we compare the magnitude of absolute discretionary accruals in the XBRL adoption quarters with that in the non‐adopting quarters. We also take advantage of staggered (three‐stage phase‐in) XBRL implementations to perform difference‐in‐differences analyses. Our results show that absolute discretionary accruals decrease significantly from the pre‐ to the post‐XBRL period, suggesting that XBRL adoption constrains earnings management via discretionary accrual choices. Our analyses further reveal that the use of standardized official XBRL elements significantly reduces the levels of discretionary accruals, while the use of customized extension elements does not, suggesting that the former discourages accrual‐based earnings management, while the latter does not. Our results are robust to a variety of sensitivity checks.

How news and its context drive risk and returns around the world

Journal of Financial Economics 2019 133(2), 299-336
We develop a classification methodology for the context and content of news articles to predict risk and return in stock markets in 51 developed and emerging economies. A parsimonious summary of news, including topic-specific sentiment, frequency, and unusualness (entropy) of word flow, predicts future country-level returns, volatilities, and drawdowns. Economic and statistical significance are high and larger for year ahead than monthly predictions. The effect of news measures on market outcomes differs by country type and over time. News stories about emerging markets contain more incremental information. Out-of-sample testing confirms the economic value of our approach for forecasting country-level market outcomes.

Local Economic Spillover Effects of Stock Market Listings

Journal of Financial and Quantitative Analysis 2019 54(3), 1025-1050 open access
We show that initial public offerings (IPOs) have nontrivial positive spillover effects on local labor markets, business environments, consumer spending, real estate, and migration. We mitigate endogeneity concerns about unobserved heterogeneity with restrictive geographic fixed effects coupled with a matching procedure. We show that it is the listing decision, which encompasses both a wealth and liquidity shock, that induces economic spillovers. Conditional on an IPO occurring, we estimate that an additional $10 million in IPO proceeds is associated with an extra 41 jobs and 0.7 new establishments locally.

Decreasing Operational Distortion and Surrogation Through Narrative Reporting

The Accounting Review 2019 94(3), 27-55
ABSTRACT Prior research finds that agents who are compensated on an imperfect measure of performance tend to distort their operational decisions and believe that the measure is more reflective of reality than it actually is (i.e., they surrogate). I find that agents distort decisions less and surrogate less when they can provide unverifiable narrative explanations for their actions. In my experiment, experienced chess players place bets on and write explanations about in-progress chess games. I manipulate whether participants give their explanations to their boss (who allocates a subjective bonus) when working as an agent. Participants who give explanations are more likely to make bets that reflect all dimensions of a chess position, rather than making bets that favor only the objective measure. They are also less likely to surrogate and are more likely to write about unmeasurable aspects of the games when subsequently making bets on their own behalf.

Currency Regimes and the Carry Trade

Journal of Financial and Quantitative Analysis 2019 54(5), 2233-2260 open access
This study exploits a new long-run data set of daily bid and offered exchange rates in spot and forward markets from 1919 to the present to analyze carry returns in fixed and floating currency regimes. We first find that outsized carry returns occur exclusively in the floating regime, being zero in the fixed regime. Second, we show that fixed-to-floating regime shifts are associated with negative returns to a carry strategy implemented only on floating currencies, robust to the inclusion of volatility risks. These shifts are typically characterized by global flight-to-safety events that represent bad times for carry traders.

Notes on the yield curve

Journal of Financial Economics 2019 134(3), 689-702 open access
We study the properties of the yield curve under the assumptions that (i) the fixed-income market is complete and (ii) the state vector that drives interest rates follows a finite discrete-time Markov chain. We focus in particular on the relationship between the behavior of the long end of the yield curve and the recovered time discount factor and marginal utilities of a pseudo-representative agent; and on the relationship between the “trappedness” of an economy and the convergence of yields at the long end.

Do private equity funds manipulate reported returns?

Journal of Financial Economics 2019 132(2), 267-297 open access
Private equity funds hold assets that are hard to value. Managers have incentives to distort reported valuations if these reports are used by investors to decide on commitments to subsequent funds. Using a large dataset of buyout and venture funds, we test for the presence of return manipulations. We find that some underperforming managers inflate reported returns during fundraising. However, those managers are less likely to raise a next fund, suggesting that investors can see through the manipulation. In contrast, top-performing funds appear to understate valuations. A simple theoretical framework rationalizes our empirical results as well as those of related papers.

Attribution Bias in Consumer Choice

Review of Economic Studies 2019 86(5), 2136-2183
Abstract When judging the value of a good, people may be overly influenced by the state in which they previously consumed it. For example, someone who tries out a new restaurant while very hungry may subsequently rate it as high quality, even if the food is mediocre. We produce a simple framework for this form of attribution bias that embeds a standard model of decision making as a special case. We test for attribution bias across two consumer decisions. First, we conduct an experiment in which we randomly manipulate the thirst of participants prior to consuming a new drink. Second, using data from thousands of amusement park visitors, we explore how pleasant weather during their most recent trip affects their stated and actual likelihood of returning. In both of these domains, we find evidence that people misattribute the influence of a temporary state to a stable quality of the consumption good. We provide evidence against several alternative accounts for our findings and discuss the broader implications of attribution bias in economic decision making.

Shareholder Wealth Consequences of Insider Pledging of Company Stock as Collateral for Personal Loans

Review of Financial Studies 2019 32(12), 4810-4854
Abstract We study a widespread yet under-explored corporate governance phenomenon: the pledging of company stock by insiders as collateral for personal bank loans. Utilizing a regulatory change that exogenously decreases pledging, we document a negative causal impact of pledging on shareholder wealth. We study two channels that could explain this effect. First, we find that margin calls triggered by severe price falls exacerbate the crash risk of pledging firms. Second, since margin calls may cause insiders to suffer personal liquidity shocks or to forgo private benefits of control, we hypothesize and find that pledging is associated with reduced firm risk-taking. Received March 2, 2017; editorial decision January 24, 2019 by Editor David Denis. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.