Knowledge that Transforms

What do patents tell us about the economic effects of future technological improvements? We identify aggregate and industry-level patent-based news shocks by exploiting changes in stock market valuations of firms that obtain patent grants. Our shocks resemble diffusion news: they do not affect total factor productivity in the short run but induce a strong permanent effect after five years. We find that patent-based news shocks produce positive co-movement between consumption, output, investment, and hours. They also generate positive responses in inflation and in the federal funds rate, consistent with standard New Keynesian models.

This paper introduces forward-looking measures of the network connectedness of fears in the financial system arising due to the good and bad beliefs of market participants about uncertainty that spreads unequally across a network of banks. We argue that this asymmetric network structure extracted from call and put traded option prices of the main U.S. banks contains valuable information for predicting macroeconomic conditions and economic uncertainty, and it can serve as a tool for forward-looking systemic risk monitoring.

While episodes of financial distress are followed by large and persistent drops in economic activity, structural time series analyses point to relatively mild and transitory effects of financial market disruptions. We argue that these seemingly contradictory findings are due to the asymmetric effects of financial shocks, which have been predicted theoretically but not taken into account empirically. We estimate a model designed to identify the (possibly asymmetric) effects of financial market disruptions, and we find that a favorable financial shock—an easing of financial conditions—has little effect on output, but an adverse shock has large and persistent effects. In a counterfactual exercise, we find that over two-thirds of the gap between current US GDP and its 207 precrisis trend was caused by the 2007–2008 financial shocks.

I leverage the staggered rollout of VAT in Pakistan to document the role of withholding mechanism in the self-enforcement of a VAT. Focusing on firms already in the tax net, I see how their outcomes respond when the tax is extended upward to intermediates used by them. I find that the upward extension of VAT, which triggers the withholding mechanism, causes an immediate and large (more than 40 log points) surge in sales reported by firms. The evolution of bunching above the zero-liability point and of input costs reported by firms suggests that this large response is indeed driven by the withholding mechanism. I also explore the role of withholding in the extensive margin compliance choices of firms.

This paper studies the link between self-image and behavior among those who face stigma due to poverty and social exclusion. Using a randomized field experiment with sex workers in Kolkata (India), we examine whether a psychological intervention to mitigate adverse effects of internalized stigma can induce behavior change. We find significant improvements in participants' self-image, their savings choices, and health clinic visits. Administrative data confirm that these changes in savings and preventive health behavior persist 15 and 21 months later, respectively. Our findings highlight the potential of purely psychological interventions to improve the life choices and outcomes of marginalized groups.

Equal access to voting is a core feature of democratic government. Using data from hundreds of thousands of smartphone users, we quantify a racial disparity in voting wait times across a nationwide sample of polling places during the 2016 U.S. presidential election. Relative to entirely white neighborhoods, residents of entirely black neighborhoods waited 29% longer to vote and were 74% more likely to spend more than thirty minutes at their polling place. This disparity holds when comparing predominantly white and black polling places within the same states and counties and survives numerous robustness and placebo tests. We shed light on the mechanism for these results and discuss how geospatial data can be an effective tool to measure and monitor these disparities going forward.

Do individuals care about their relative income? While this is a long-standing hypothesis, revealed-preference evidence remains elusive. We provide a unique test by studying residential choices: individuals often must choose between places with different income distributions, and as a result they “choose” their relative income. We conducted a field experiment with 1,080 senior medical students who participated in the National Resident Matching Program. We estimate their preferences by combining choice data, survey data on perceptions, and information-provision experiments. The evidence suggests that individuals care about their relative income and that these preferences differ across single and nonsingle individuals.

We study productivity differences in vertically integrated steel facilities using equipment-level information on inputs and output for each of the main stages in the value chain. We obtain stage-level productivity estimates by estimating a multistage production system and then integrate them into estimates for integrated facilities. At this level, we do not find statistically significant differences in productivity by ownership. This conceals important differences upstream and downstream in the value chain: private firms outperform in pig iron and steelmaking but lag in sintering. Inferior access to higher-quality raw materials and use of less automated technology are likely sources of these differences.

We assess the role of monetary incentives in a mission-oriented organization by randomly assigning workers to one of two bonus schemes, incentivizing either the performance of a microcredit program (bottom line) or the empowerment of clients (mission). We find that the credit bonus improved credit-related outcomes but undermined the social mission, while the social bonus did not harm the bottom line. These results are consistent with a multitasking model with production spillovers or with prosocial behavior. We show that when mission-related rewards are not feasible, organizations that care about both the mission and the bottom line prefer flat wages to incentives.

This paper presents the first systematic investigation of the effect of epidemic shocks on civil violence. The identification exploits exogenous within cell × year variation in conditions that are suitable for malaria transmission using a panel database with month-by-month variation at a resolution of 1∘×1∘ latitude/longitude for Africa. Suitable conditions increase civil violence in areas with populations susceptible to epidemic outbreaks. The effect is immediate, related to the acute phase of the epidemic and largest during short harvesting seasons of subsistence crops. Genetic immunities and antimalaria policies attenuate the effect. The results deliver new insights for prevention and attenuation policies and for potential consequences of climate change.