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Determinants of Knowledge Flows and Their Effect on Innovation

The Review of Economics and Statistics 2005 87(2), 308-322
Knowledge flows within and across countries may have important consequences for both productivity and innovation. We use data on 1.5 million patents and 4.5 million citations to estimate knowledge flows at the frontier of technology across 147 subnational regions during 1975-1996 within the frame of a gravity-like equation. We estimate that only 20% of average knowledge is learned outside the average region of origin, and only 9% is learned outside the country of origin. However, knowledge in the computer sector flows substantially farther, as does knowledge generated by technological leaders. In comparison with trade flows, we see that knowledge flows reach much farther. External accessible R&D gained through these flows has a strong positive effect on innovative activity for a panel of 113 European and North American regions over 22 years.

Schooling Externalities, Technology, and Productivity: Theory and Evidence from U.S. States

The Review of Economics and Statistics 2009 91(2), 420-431
The literature on schooling externalities in U.S. cities and states is rather mixed: positive external effects of average education levels are hardly found while positive externalities from the share of college graduates are more often identified. We propose a simple model to reconcile this mixed evidence. Our model predicts positive externalities from increased college education and negligible external effects from high school education. Using compulsory attendance/child labor laws, push-driven immigration of highly educated workers, and the location of land-grant colleges as instruments for schooling attainments, we test and confirm the model predictions with data on U.S. states for the period 1960–2000.

How Cognitive Ability and Personality Traits Affect Geographic Mobility

Journal of Labor Economics 2021 39(2), 559-595
Noncognitive characteristics and personality traits can be strong predictors of economic and social outcomes of individuals. In this paper, using data on cognitive ability and psychologist-assessed “sociability” and “adaptability” linked to administrative data for the male 1932–33 birth cohort in Norway, we analyze how these three characteristics affect men’s probability to migrate across labor markets. We find that higher adaptability, the capacity to adjust to new environments and situations, and higher cognitive ability are significant predictors of the probability to migrate. Adaptability is a particularly strong migration predictor for individuals with low cognitive ability or low socioeconomic background.

Identifying Human-Capital Externalities: Theory with Applications

Review of Economic Studies 2006 73(2), 381-412
The identification of aggregate human-capital externalities is still not fully understood. The existing (Mincerian) approach confounds positive externalities with wage changes due to a downward sloping demand curve for human capital. As a result, the Mincerian approach yields positive externalities even when wages equal marginal social products. We propose an approach that identifies human-capital externalities, whether or not aggregate demand for human capital slopes downward. Another advantage of our approach is that it does not require estimates of the individual return to human capital. Applications to U.S. cities and states between 1970 and 1990 yield no evidence of significant average-schooling externalities.

Refugees' Economic Integration

Journal of Economic Literature 2026 64(3), 950-983
Refugees are international migrants escaping persecution and crises whose economic success in their countries of destination is threatened by lack of access to labor and credit markets, limited information on employment opportunities, and loss of human capital and assets. In this paper we review the economic literature that analyzes and evaluates interventions designed to address these hurdles and facilitate refugees’ economic integration. We also draw important general lessons from a wide variety of these interventions and identify areas for further research.

STEM Workers, H-1B Visas, and Productivity in US Cities

Journal of Labor Economics 2015 33(S1), S225-S255
Science, technology, engineering, and mathematics (STEM) workers are fundamental inputs for innovation, the main driver of productivity growth. We identify the long-run effect of STEM employment growth on outcomes for native workers across 219 US cities from 1990 to 2010. We use the 1980 distribution of foreign-born STEM workers and variation in the H-1B visa program to identify supply-driven STEM increases across cities. Increases in STEM workers are associated with significant wage gains for college-educated natives. Gains for non-college-educated natives are smaller but still significant. Our results imply that foreign STEM increased total factor productivity growth in US cities.

The Abolition of Immigration Restrictions and the Performance of Firms and Workers: Evidence from Switzerland

American Economic Review 2021 111(3), 976-1012
We study a reform that granted European cross-border workers free access to the Swiss labor market and had a stronger effect on regions close to the border. The greater availability of cross-border workers increased foreign employment substantially. Although many cross-border workers were highly educated, wages of highly educated natives increased. The reason is a simultaneous increase in labor demand: the reform increased the size, productivity, and innovation performance of skill-intensive incumbent firms and attracted new firms, creating opportunities for natives to pursue managerial jobs. These effects are mainly driven by firms that reported skill shortages before the reform.

Language Training and Refugees’ Integration

The Review of Economics and Statistics 2024 106(4), 1157-1166
We evaluate a Danish reform focused on improving language training for those granted refugee status on or after January 1, 1999. Using a Regression Discontinuity Design, we find a significant, permanent, positive effect on earnings. This effect emerged after completion of language classes and was accompanied by additional schooling and a higher probability of working in complex jobs, consistent with language training, rather than other minor aspects of the reform, producing the results.