Publications

Compulsory Licensing and Innovation. Historical Evidence From German Patents After WWI. (with Petra Moser and Joerg Baten)
Journal of Development Economics, 126: 231-242, 2017
Working paper, Published version
Compulsory licensing allows governments to license patented inventions without the consent of patent owners. Intended to mitigate the potential welfare losses from enforcing foreign-owned patents, many developing countries use this policy to improve access to drugs that are covered by foreign-owned patents. The effects of compulsory licensing on access to new drugs, however, are theoretically ambiguous: Compulsory licensing may encourage innovation by increasing competition or discourage innovation by reducing expected returns to R&D. Empirical evidence is rare, primarily because contemporary settings offer little exogenous variation in compulsory licensing. We address this empirical challenge by exploiting an event of compulsory licensing as a result of World War I when the US Trading with the Enemy Act made all German-owned patents available for licensing to US firms. Firm-level data on German patents indicate that compulsory licensing was associated with a 30 percent increase in invention by German firms whose inventions were licensed.
Coverage: Kellogg Insight, QSB Insight. 
The Indirect Effects of Educational Expansions: Evidence from a Large Enrollment Increase in University Majors
Forthcoming, Journal of Labor Economics
Link
Increasing access to education may have consequences that go beyond the effects on marginal students encouraged to enroll. It may change peer effects, school quality, and returns to skill. This paper studies how classmates and teaching inputs affect learning of university students, exploiting an educational expansion in Italian STEM majors. Newly-collected data on 27,236 students indicate that less-prepared classmates and congestion of teaching resources lowered learning of incumbent students in STEM fields. Their learning, however, increased in courses in which the new classmates raised average preparedness. These effects might have had long-lasting consequences on the returns to STEM degrees.
This is a newer version of my job market paper "The General Equilibrium Effects of Educational Expansion". 
Coverage: Kellogg Insight, Marginal Revolution, IPR News, VoxEu, Washington Post, Science Careers. 
Scientific Education and Innovation: From Technical Diplomas to University STEM Degrees. (with Michela Giorcelli)
Forthcoming, Journal of the European Economic Association
Working paper, Published version
This paper uses a change in enrollment requirements in Italian STEM majors to study the effects of university STEM education on innovation and labor market outcomes. University-level scientific education had two direct effects on patenting of students who acquired a STEM degree thanks to the policy. First, it changed the direction of their innovation. Second, it moved these individuals closer to the innovation processes by allowing them to reach top positions within firms' hierarchies. STEM degrees, however, also changed occupational sorting. Some higher-achieving individuals used STEM degrees to enter jobs that required university-level education, but did not focus on patenting.
Coverage: Kellogg Insight, BYU Radio.

Working Papers

Career Spillovers in Internal Labor Markets  (with Giulia Bovini, Jin Li, Matteo Paradisi, and Michael Powell)
​Submitted
Link
This paper studies career spillovers across workers, which arise in firms with limited promotion opportunities. We exploit a 2011 Italian pension reform that unexpectedly tightened eligibility criteria for the public pension, leading to sudden, substantial, and heterogeneous retirement delays. We use administrative data on Italian private-sector workers and leverage cross-firm variation to isolate the effect of retirement delays among soon-to-retire workers on the wage growth and promotions of their colleagues. We find evidence of spillover patterns consistent with older workers blocking the careers of their younger colleagues. These effects are present only in firms with limited promotion opportunities.
Reconstruction Aid, Public Infrastructure, and Economic Development (with Michela Giorcelli)
​Submitted
Link
The Marshall Plan (1948–1952), a U.S. aid program whose goal was to help Europe recover from WWII, has been the largest simultaneous aid transfer in history. This paper estimates its effects on the postwar economic recovery in Italy, the third largest beneficiary. It exploits plausibly exogenous differences between Italian provinces in the amount of reconstruction grants and, therefore, the share of new public infrastructure—mainly roads and railways—built through the Marshall Plan. Provinces that could modernize a larger portion of their infrastructure stock experienced higher increases in agricultural production, especially for perishable crops that benefited the most from an efficient transportation system. Agricultural firms in these areas also invested more in motorized machines, which decreased demand for manual labor. In the same provinces, we observe more entry of small firms into the industrial sector, as well as a larger expansion of the industrial and service workforce.
The Effects of Computer-Assisted Learning on Students' Long-Term Development (with Yi Lu and Hong Song)
​Submitted
Link
This paper examines the effect of computer-assisted education on students’ long-term development. It explores the implementation of the “largest ed-tech intervention in the world to date” that connected China’s best teachers to more than 100 million rural students through satellite internet. We find evidence that exposure to the program improved students’ academic achievement, labor performance, and computer usage, while decreasing mental health. We observe these effects up to ten years after program implementation. These findings indicate that education technology might have long-lasting positive effects on a variety of outcomes. Moreover, technology can be effective in reducing the rural-urban education gap.
The Effects of Fiscal Decentralization on Publicly Provided Services and Labor Markets (with Michela Giorcelli and Enrica Maria Martino)
Link
This paper studies how fiscal decentralization affects local services. It exploits a 1993 reform that increased the fiscal autonomy of Italian municipalities by replacing government transfers with revenues from a new local property tax. The identification leverages cross-municipal variation in the degree of decentralization that stems from Allied bombings during WWII. Decentralization reduced overall spending, but expanded municipal services, such as nursery schools. These effects are larger in areas with higher political competition. The paper also investigates how the reform affected the labor markets. Decentralization, likely through expanded nursery schools, increased female labor supply, reducing the gender gap in employment.
Not All Management Training Is Created Equal: Evidence from the Training Within Industry Program (with Michela Giorcelli)
Link
This paper examines the effects of management practices on firm performance, using evidence from the Training Within Industry (TWI) program. The TWI plan was a business training program implemented by the U.S. government between 1940 and 1945 to provide management consulting to firms involved in war production. Using newly collected panel data on the population of 11,575 U.S. firms that applied to the program, we estimate its causal effects by exploiting quasi-random variation in the allocation of instructors to firms. We find that receiving any TWI training had a positive effect on firm performance, even though the impact of human resources management was the largest. Human resources management is also complementary to other management practices. Finally, we document substantial heterogeneity in the effects of the program depending on whether top or middle managers were trained.

Work in Progress

The Transfer of Innovation (with Michela Giorcelli)
Business-School Education and Its Effects on Manufacturing Industry Performance (with Michela Giorcelli)

Other Publications

What Happens to Younger Workers When Older Workers Don’t Retire? (with Jin Li and Michael Powell)
​Harvard Business Review, November 2018