This paper considers why the determinants of the inter- and intra-industry variance in R&D intensity in U.S. manufacturing differ markedly even though response parameters are similar across industries. A similar aggregation effect is noted by Grunfeld and Griliches (1960), and this paper gives...

We investigate whether individuals' risk preferences change after experiencing a natural disaster, specifically, the 2011 Great East Japan Earthquake. Exploiting the panels of nationally representative surveys on risk preferences, we find that men who experienced greater intensity of the...

This study quantifies the importance of a Global Financial Cycle (GFCy) for capital flows. We use capital flow data dis-aggregated by direction and type between 1990Q1 and 2015Q5 for 85 countries, and conventional techniques, models and metrics. Since the GFCy is an unobservable concept, we use...

The anomalies literature is infested with widespread p-hacking. We replicate the entire anomalies literature in finance and accounting by compiling a largest-to-date data library that contains 447 anomaly variables. With microcaps alleviated via New York Stock Exchange breakpoints and...

In this paper we study estimation of and inference for average treatment effects in a setting with panel data. We focus on the setting where units, e.g., individuals, firms, or states, adopt the policy or treatment of interest at a particular point in time, and then remain exposed to this...

The location of individuals determines their job opportunities, living amenities, and housing costs. We argue that it is useful to conceptualize the location choice of individuals as a decision to invest in a ‘location asset.' This asset has a cost equal to the location's rent, and a payoff...

We consider a linear panel event-study design in which unobserved confounds may be related both to the outcome and to the policy variable of interest. We provide sufficient conditions to identify the causal effect of the policy by exploiting covariates related to the policy only through the...

We use an extensive panel of 17 million individuals born between 1947 and 1995 from China's largest online marketplace, Taobao, to study the impact of RAE on the propensity to become an entrepreneur. Using events surrounding the Cultural Revolution and the issuance of the Compulsory Education...

Business cycle recoveries have slowed in recent decades. This slowdown comes entirely from female employment: as women's employment rates converged towards men's over the course of the past half-century, the growth rate of female employment slowed. But does the slowdown in the growth of female...

Using administrative employment data from the state of Washington, we use short-duration longitudinal panels to study the impact of Seattle's minimum wage ordinance on individuals employed in low-wage jobs immediately before a wage increase. We draw counterfactual observations using...