We investigate the effects of financial risk cycles on business cycles, using a panel spanning 73 countries since 1900. Agents use a Bayesian learning model to form their beliefs on risk. We construct a proxy of these beliefs and show that perceived low risk encourages risk-taking, augmenting...

In recent years, several U.S. government agencies have pioneered the use of artificial intelligence (AI) and other emerging technologies to improve the efficiency and accuracy of their 'responsibility determinations' (reviews of, among other things, contractor representations and certifications,...

This paper examines the liquidity, Tobin's Q, and cost of equity effects from voluntary and mandatory IFRS adoption. In contrast to prior work, we focus on the firm level heterogeneity in the economic consequences, recognising that the level of uncertainty avoidance (UAI) in a country will...

I examine the effects of shareholder litigation risk on cross-listed firms' information environment, as captured by information asymmetry. In order to disentangle the effects of shareholder litigation risk from those of confounding factors, I exploit a quasi-natural experiment in the form of a...

We demonstrate the value of machine learning in accounting through a detailed examination of litigation risk, an important and frequently used estimate in the literature. We evaluate a comprehensive set of twelve machine learning techniques and benchmark their performance against the logistic...

This study develops and validates an ex-ante measure of firm-specific overall tax risk. We define tax risk as the potential that current actions or activities, or the failure to take actions or pursue activities, will lead to future tax outcomes that are different from expectations. Tax risk...

Managers are required to disclose material climate risk (CR) in Form 10-K, but their decision whether or not to disclose is confounded by the lack of consensus on whether CR is material to the firms, as well as uncertainty about enforcement of disclosure regulations. Using the SASB Materiality...

In 2001, Nevada significantly limited the personal legal liability of corporate officers and directors. We use this exogenous shock to implement a differences-in-differences design that examines the impact of officer and director litigation risk on agency costs. We find decreased firm value,...

Banking regulation and supervision have a key role to play in realising the EU’s climate change objectives. In this article we analyse the EU-level initiatives currently underway to green the banking system, in particular with regard to the microprudential rulebook. We document how regulators...

This study empirically examines the role of risk sharing between taxable investors and the government on the relation between capital gains taxes and expected returns. Specifically, using an international panel from 26 countries over the period 1990 to 2004, we find evidence that the general...