Working Papers

Our study addresses whether integrated report quality, IRQ, is negatively associated with stock price synchronicity, an inverse measure of firm-specific information, and the extent to which the relation between IRQ and synchronicity is attenuated…

We empirically characterize how China is internationalizing the Renminbi by selectively opening up its domestic bond market and propose a dynamic reputation model to explain China’s internationalization strategy. While previously closed to…

We introduce a framework for calibrating machine learning models so that their predictions satisfy explicit, finite-sample statistical guarantees. Our calibration algorithm works with any underlying model and (unknown) data-generating…

Firms have ever increasing access to consumer data, which they use to personalize their advertising and to price discriminate. This raises privacy concerns. Policymakers have argued in response that consumers should be given control over…

We use discounted cash flow analysis to measure a country’s fiscal capacity. Crucially, the discount rate applied to projected cash flows includes a GDP risk premium. We apply our valuation method to the CBO’s projections for the U.S. federal…

We examine the spillover effect of public firm innovation disclosures on the patent trading market. Relative to equity markets, the patent market is decentralized and rife with information frictions, yet it serves as an important mechanism…

Recent growing adoption of experimentation in practice has led to a surge of attention to multiarmed bandits as a technique to reduce the opportunity cost of online experiments. In this setting, a decision-maker sequentially chooses among a set…

We study how investment fees vary within private-capital funds. Net-of-fee return clustering suggests that most funds have two tiers of fees, and we decompose differences across tiers into both management and performance-based fees. Managers of…

With rising access to electronic health record data, application of artificial intelligence to create clinical risk prediction models has grown. A key component in designing these models is feature generation. Methods used to generate features…

We study a Bayesian k-armed bandit problem in many-armed regime, when k ≥ √ T, with T the time horizon. We first show that subsampling is critical for designing optimal policies. Specifically, the standard UCB…

We propose and describe a corporate carbon reporting framework intended to strengthen the credibility and transparency of the existing net-zero pledges. We refer to this framework as the Time-Consistent Corporate Carbon Reporting (TCCR…

Can differences in beliefs about politics, particularly the benefits of war and peace, move markets? During the Siege of Paris by the Prussian army (1870–71) and its aftermath, we document that the price of the French 3% sovereign bond (rente)…

U.S. state legislatures are critical policymaking bodies and the major pipeline of candidates to national office. Polarization in state legislatures has increased substantially in recent decades, yet we understand little about the role of…

Conditionally accepted at the Journal of Accounting and Economics.

We investigate the relationship between private firms’ disclosures and the demand for the equity of their publicly traded peers. Using data on the global…

We examine how information about the diversity of a potential employer’s workforce affects individuals’ job-seeking behavior, and whether workers’ preferences explain corporate disclosure decisions. We embed a field experiment in job…

The modern financial system features complicated financial intermediation chains, with each layer performing a certain degree of credit/maturity transformation. We develop a dynamic model in which an entrepreneur borrows from overlapping-…

This paper studies the connection between share pledging and entrepreneurial activities in China, challenging the common wisdom that share pledging funds circle back to the listed firms. Share pledging funds are at the discretion of the…

As emerging economic regions (EERs) play a significant role in global economies, managers of multinationals have become increasingly aware of the importance of relevant international expansion in these regions. Facing potential market…

In repeated games, strategies are often evaluated by their ability to guarantee the performance of the single best action that is selected in hindsight, a property referred to as Hannan consistency, or no-regret. However, the effectiveness of the…

Do financial resources relate to how important meaning is for one’s happiness? Across three large-scale datasets spanning over 500,000 individuals across 123 countries, we examined the relationship between meaning and happiness for individuals…