Academic Papers


Do informational frictions affect enrollment in public-sponsored training? Results from an online experiment

(with A. Ben Dhia). Accepted by Annals of Economics and Statistics [Paper

Despite massive and increasing public spending in training for the unemployed, little is known about how job seekers decide to enroll in a training program. Decisions related to job training might be undermined by informational gaps, especially about program costs, enrollment procedures, and expectations of reemployment chances. This paper reports the results of a low-cost intervention aimed at testing for the existence of misinformation about training costs and returns, and its impact on enrollment. Partnering with the French Public Employment Services and the largest training provider in France, we sent 50,000 emails advertising training opportunities to job seekers in four regions of France in late summer 2016. We randomly added short messages on training costs, registration procedures, and training returns to the basic email template.We find that receiving an email with a message emphasizing training returns in terms of employment more than doubles the likelihood that job seekers call back the training center. However, callback rates are low in absolute value (less than one percent) and we detect no impact on enrollment one to six months after the intervention. We provide suggestive evidence that the effects on callbacks are driven by increasing salience of basic information about training rather than by belief updating.


Can a Website Bring Unemployment Down? Effects of an Online Platform on Job Search Efficiency,

(with A. Ben Dhia, B. Crépon, L. Paul-Delvaux, B. Picard and V. Pons). R&R Journal of Labor Economics

[Current version

We evaluate the impact of an online platform giving job seekers tips to improve their search and recommendations of new occupations and locations to target. Our experiment, conducted in collaboration with the French public employment agency, includes 212,277 individuals. We find modest effects on search methods but no impact on time spent looking for a job, search scope, and self-reported well-being. Most importantly, we do not find any effect on any employment outcome, whether in the short or medium run. We conclude that the enthusiasm around the potential for job-search assistance platforms to help reduce unemployment should be toned down. 


Behavioral Barriers to Human Capital Investment - Evidence from French Jobseekers

(with B. Crépon, A. John, and L. Girard)

Despite potentially high gains in labor market outcomes, the demand for vocational training programs in France remains low. We design a survey administered to 20,048 jobseekers that studies the barriers which prevent individuals from taking up vocational training. In addition to "external'' barriers, such as lack of information or inadequate supply, we also investigate "internal'' psychological barriers, including self-efficacy, executive function, and self-control problems. The paper presents the survey and describes its main results, contrasting the prevalence of external and internal barriers for different categories of jobseekers.


Barriers to Human Capital Investment - Barriers about the World, or barriers about the Self ?

(with B. Crépon, A. John, and A. Uhlendorff)


Job Search and the Yellow-Vest Movement

(with E. Sartre)


Self-serving bias and discrimination - Evidence from a laboratory experiment