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A Century of Pluralistic Ignorance: What We Have Learned About Its Origins, Forms, and Consequences
The concept of pluralistic ignorance was introduced a century ago by social psychologist, Floyd Allport. It has been broadly applied in the social sciences, including psychology, sociology, political science, and economics. Pluralistic ignorance…
Complex Asset Markets
Investors’ individual arbitrage models introduce idiosyncratic risk into complex asset strategies, driving up average returns and Sharpe ratios. However, despite the attractive risk-return trade-off, participation is limited. This is because…
Contracting in Peer Networks
We consider multi-agent multi-firm contracting when agents benchmark their wages to those of their peers, using weights that vary within and across firms. When a single principal commits to a public contract, optimal contracts hedge relative wage…
Corporate Tax Policy in Developed Countries and Economic Activity in Africa
This paper studies whether tax policies in developed nations affect developing economies. We study firm investment responses to a major reform that reduced the corporate income tax rate for U.K.-based firms. Our identification strategy compares…
Estimated Average Treatment Effect of Psychiatric Hospitalization in Patients with Suicidal Behaviors
Importance Psychiatric hospitalization is the standard of care for patients presenting to an emergency department (ED) or urgent care (UC) with high suicide risk. However, the effect of hospitalization in reducing subsequent…
Financial Literacy and Financial Well-Being: Evidence from the U.S.
This paper examines financial literacy in the United States, using the 2021 National Financial Capability Study data. A large volume of papers have demonstrated the importance of financial knowledge and documented the low level of financial…
Human-like Intuitive Behavior and Reasoning Biases Emerged in Large Language Models but Disappeared in ChatGPT
We design a battery of semantic illusions and cognitive reflection tests, aimed to elicit intuitive yet erroneous responses. We administer these tasks, traditionally used to study reasoning and decision-making in humans, to OpenAI’s generative…
Information Acquisition, Efficiency, and Non-Fundamental Volatility
We analyze non-fundamental volatility and efficiency in large games featuring strategic interaction and endogenous information acquisition. We adopt the rational inattention approach to information acquisition but generalize to a large class of…
Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
In many settings, interventions may be more effective for some individuals than others, so that targeting interventions may be beneficial. We analyze the value of targeting in the context of a large-scale field experiment with over 53,000 college…
Privacy and Market Concentration: Intended and Unintended Consequences of the GDPR
We show that websites’ vendor use falls after the European Union’s (EU’s) General Data Protection Regulation (GDPR), but that market concentration also increases among technology vendors that provide support services to websites. We collect panel…
Semantic Determinants of Memorability
We examine why some words are more memorable than others by using predictive machine learning models applied to word recognition and recall datasets. Our approach provides more accurate out-of-sample predictions for recognition and recall than…
Sovereign Debt Ratchets and Welfare Destruction
We study an impatient, risk-neutral government that cannot commit to a particular debt path, financed by competitive lenders. In equilibrium, debt adjusts slowly toward a debt-to-income target, exacerbating booms and busts. Strikingly, gains from…
Stealth Acquisitions and Product Market Competition
We examine whether and how firms structure their merger and acquisition (M&A) deals to avoid scrutiny from antitrust regulators. There are approximately 40% more M&As than expected bunching just below thresholds that trigger antitrust…
The Iron Cage Redux: Looking Back and Forward
This seems an opportune time to reflect on our paper, The Iron Cage Revisited, some 40 years after its original publication. In this essay, we recall the influences on us at the time, speculate on factors that shaped its subsequent…
The Price of Power: How Managerial Taxes Affect Debt Contract Provisions
We study price and non-price provisions of debt contracts to gauge how creditors evaluate changes in senior executives’ personal income taxes (“managerial taxes”) of their borrowers. Because managers’ personal income taxes can exacerbate…
The Upscaling Effect: How the Decision Context Influences Tradeoffs between Desirability and Feasibility
Purchase decisions typically involve tradeoffs between attributes associated with desirability (e.g., quality) and feasibility (e.g., price). In this paper we examine how the decision context impacts consumers’ preference between a high-…
Unemployment Risk and Debt Contract Design
We examine how firms’ contractual relationships with their employees affect the design of their debt contracts, and the use of financial covenants in particular. Viewing the firm as the nexus of both explicit and implicit contractual…
What Drives Variation in the U.S. Debt/Output Ratio? The Dogs that Didn’t Bark
A higher U.S. government debt/output ratio does not forecast higher surpluses or lower returns on Treasurys in the future. Neither future cash flows nor discount rates account for the variation in the current debt/output ratio. The market…
Think Faster Talk Smarter
Develop the life-changing ability to excel in spontaneous communication situations — from public speaking to interviewing to networking — with these essential strategies from a Stanford lecturer, coach, and host of the popular Think Fast…
The Oxford Handbook of Cross-Cultural Organizational Behavior
The process of globalization has brought into focus the central role of culture in understanding work behavior. In parallel to the accelerating process of globalization, there has been an explosion of empirical studies on culture and…