I research and teach economics at Cornell. Among other things, I have studied how search frictions impact employment, sorting, and even disease transmission. I am currently interested how to provide advice to job seekers on search platforms, and investigate how technological change affect occupational employment as well as firm sizes and wage inequality, and how to mitigate negative effects of such changes (thanks to ERC grant 818859). I enjoy the hills of NY and Belgium, vegan cuisine (see blog), and time with my wife & daughter.
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Main Research Agenda
Sorting, Job Search Advice, and Technological Change
Wages and employment differently skilled workers in a world with differentiated jobs/occupations are a long-standing interest of mine (see RED column or inaugural lecture). I study since a decade how to re-design online job search to incorporate advice that facilitates occupational changes (see overview, initial paper, advice to long-term unemployed and to those searching in difficult occupations). I also explored increased cheap-talk in online job search to aid sorting (see paper). More generally, I am interested how people change occupations (see paper), how to identify sorting and how it relates to two-sided fixed effects (see paper), and how technological change can affect firm size and sorting, and thereby wage inequality (see paper). Intellectually this builds on theories of sorting with large firms (see paper), and how this is affected by trade (see paper). I am also interested how subsidies can affect the regional occupational mix and local workers (see paper).
Directed Search
A second research agenda of mine that I review in (see survey) explores whether workers direct their job search towards jobs that post a higher pay: I have randomly varied wage offers in the field (see paper), and studied the theoretical foundations (see paper and see paper), its effects on firm dynamics (see paper), its consequences when workers apply to multiple jobs (see paper and see paper), its importance for mechanism design (see paper), and whether firms can signal their pay efficiently through cheap talk messages (see paper). I have explored sorting with search frictions (see paper). Relatedly, I considered how individuals can get better deals by following others, and – more importantly – how firms reward those who are being followed (see paper).
Disease transmission
Finally, I study (calibrated models of) epidemics and, in particular, how to incorporate that individuals adjust their behavior to protect themselves. These reactions by the population alter the predictions of these models and the effectiveness of policies. (See this paper for new work on behavioral adjustments, testing and age-dependence in the COVID-19 epidemic and beyond, and this paper and this paper for contributions to the HIV/AIDS epidemic).
Research Papers
Publications
Publications
Do the Long-term Unemployed Benefit from Automated Occupational Advice during Online Job Search?
with Michèle Belot and Paul Muller, Economic Journal, 2025, accepted. In a randomized field experiment, we provide personalized suggestions about suitable alternative occupations to long-term unemployed job seekers in the UK. Effects on the primary pre-registered outcomes of "finding a stable job" and "reaching a cumulative earnings threshold" are positive and large (between 20% to 40% after 9 months). Go to paper
Publications
With Michèle Belot and Paul Muller. American Economic Journal: Microeconomics, 2025, 17 (1): 130–170. We propose a simple method to elicit time preferences at the individual level even when income and consumption varies over time. We validate the method and apply it to correlate individuals' impatience with job search behavior and success. Go to paper
Publications
Journal of the European Economic Association, 2022, 20(6), 2317–2352. This paper showcases studies that illustrate the potential of analyzing online job search data and of intervening in the online job search process, and highlights conditions under which some of the recent interventions are likely to improve market outcomes overall, rather than improving only the outcomes for the treated individuals. Go to paper
American Economic Journal - Macroeconomics, 2022, 14(4), 1-97, with Michèle Belot and Paul Muller. In a field experiment, we study how job seekers respond to posted wages by randomly assigning wages randomly to pairs of otherwise similar vacancies in a large number of professions, which generates significantly more but not exclusive interest at higher wages. Go to paper
Publications
Journal of Economic Literature, 2021 59(1): 90-148. With R. Wright,B. Julien, and V. Guerrieri. This survey presents a comprehensive overview of the directed/competitive search literature. Go to paper
Publications
Inferring Risk Perceptions and Preferences using Choice from Insurance Menus: Theory and Evidence
Economic Journal, 2021 131: 713-744. With Ericson, Spinnewijn &, Starc Demand for insurance can be driven by high risk aversion or high risk, and we show how to separate the two using observed market shares. Go to paper
Review of Economic Studies, 2019 86(4): 1411-1447. With Michèle Belot and Paul Muller. We develop and evaluate experimentally a novel tool that redesigns the job search process by providing tailored online advice about related occupations. Go to paper
Econometrica, 2019 87(4): 1081-1113. With J. Greenwood, C. Santos and M. Tertilt A calibrated equilibrium search model of an HIV/AIDS epidemic is developed to analyze the direct impact and the behavioral adjustment to policies. Go to paper
Publications
Econometrica. 2018 86(1): 85-132. With Jan Eeckhout. When heterogeneous firms can choose both how many and which workers to hire, we illustrate consequences for firm-size and wage inequality. Note a correction for the condition with capital: corrigendum. Go to paper
American Economic Review P&P, 2017, 107(5): 158–162 With J. Greenwood, C. Santos & M. Tertilt. In a quantitative equilibrium model of sexual behavior and HIV/AIDS transmission we study policies that encourage long-term partnerships. Go to paper
Journal of Political Economy, 2017, 124(1), 224-264. With G. Grossman & E. Helpman. (simulations, matlab). We introduce two-sided heterogeneity into a Hecksher-Ohlin-style trade model to study factor reallocation and wage inequality within and across sectors. Go to paper
Econometrica, 2015, Vol 83 (5), 1849-1875. With K. Kim. [online appendix] We introduce cheap-talk into a market game and study if the equilibrium can replicate the constraint efficient allocation under (reserve) price posting. Go to paper
Publications
American Economic Review, 2015, Vol 105 (10), 3030-3060. With Leo Kaas. We propose a tractable competitive search model with heterogeneous multi-worker firms, and investigate firm growth and business cycles. Go to paper
Publications
Review of Economic Studies, 2015, Vol 82 (2), 659-692. With Fane Groes and Iourii Manovskii. Occupational mobility is highest for high and low earners, and the former move “up” and the latter “down” as in models of vertical re-sorting. Go to paper
Publications
B.E. Journals of Theoretical Economics, 2013, Vol 13 (1). With S. Ludwig and A. Sandroni. We document a revealed preference for randomization for “social goods”, while such non-standard behavior is not present for private consumption goods. Go to paper
International Economic Review, 2012, Vol 53 (1), 1-21. With M. Galenianos. We study a finite directed-search wage posting game among heterogeneous firms (allowing for risk aversion, moral hazard,…), including limit theorems. Go to paper
Publications
Review of Economic Studies, 2011, Vol. 78 (3), 872-906. With Jan Eeckhout. Wage and employment data can identify the strength of sorting in search models, though two-sided fixed effects are always mis-specified. Go to paper
Publications
International Economic Review, 2011, 52(1), pp 85-104. With M. Galenianos and G. Virag. [technical appendix] In directed search with a finite population, minimum wages improve employment but reduce output and efficiency, and reverse for unemployment benefits. Go to paper
Publications
Econometrica, 2010, Vol. 78(2), 539–574. With Jan Eeckhout. In search models with price competition the sorting of heterogeneous buyers and sellers depends on complementarities both in output and in search. Go to paper
Journal of Economic Theory, 2010/145, 1354-1385. With Jan Eeckhout. Search affects competing mechanisms: if meetings with low types reduce those of high types, price posting and market separation replace auctions. Go to paper
Publications
Journal of Political Economy, 2009, Vol. 117(5), pp. 861- 913. In a directed search where workers apply for multiple jobs and are then allocated via a stable matching, efficiency arises at all stages. Go to paper
Publications
Journal of Economic Theory, 2009, 114(2), pp. 445-471. With Manolis Galenianos. We study wage dispersion and (in)efficiency in directed search when workers can strategically apply for multiple jobs but firms can only make one offer. Go to paper
Publications
Journal of Monetary Economics, 2008, Vol. 55, pp. 1054-1066. With M. Galenianos. We characterize price dispersion and welfare in a monetary model with private information: inflation is regressive even though the rich hold more money. Go to paper
Publications
Quarterly Journal of Economics, 2008/123(2), pp. 621-661. With A. Postlewaite. [technical appendix] In a model of social learning, the better informed (wealthier) consumers get preferential service because their consumption signals high quality to others. Go to paper
Working papers
Working Papers
With Michèle Belot, Bart de Koning, Yvonne Engels, Didier Fouarge, Mario Keer, Paul Muller and Sandra Phlippen. We design an online platform to connect unemployed job seekers with ‘buddies’: former job seekers who recently found employment. We focus on job seekers who search in occupations with poor prospects and buddies who successfully switched occupations. In a randomized controlled trial we find sizable effects: 13-18 after getting access, initially unemployed job seekers are 6 percentage points (11%) more likely to be employed and earn Euro 226 more per month than those without access. The positive impact is concentrated among the long-term unemployed. Go to paper
With Michèle Belot, Bart de Koning, Didier Fouarge, Paul Muller and Sandra Phlippen. In a large-scale field experiment we study the impact of online information about alternative occupations for unemployed job seekers who are looking for work in occupations in very few vacancies per job seeker. Initial survey evidence suggests that job seekers have a poor understanding of their chances in alternative occupations, and the effects of our suggestions are large: their employment, hours of work and labor income all improve by 5\% to 6\% after 18 months. Go to paper
Working Papers
Optimal Age-Based Policies for Pandemics: An Economic Analysis of Covid-19 and Beyond
joint with L.Brotherhood, C. Santos and M. Tertilt, (new version 2025) R&R at Review of Economic Studies. This paper investigates the importance of the age composition for pandemic policy design in a framework with age heterogeneity, individual choice, and incomplete information, emphasizing the value of testing and testing capacity buildup. Optimal social policy follows an asymmetric approach by locking down the young relatively more than the old, and testing substantially lowers economic costs and laxer lockdown. We use the framework to provide systematic insights into pandemics caused by different viruses. Go to paper
Working Papers
with Jan Eeckhout and Cristina LaFuente (LIDAM discussion paper 2024/17). In a heterogeneous-firm macro model with worker sorting, we investigate the implications of technological change that allows firms to supervise larger number of workers. Implications for firm size but also for wage inequality are substantial, even when compared to traditional channels such as skill-biased technological change. Go to paper
joint with Max Bres and David Koll (LIDAM discussion paper 2014/19). This paper provides causal evidence on the impact of subsidy re-allocation, exploiting European-level policy changes in France. In response to more laisser-faire, policy makers re-allocate subsidies away from research and development to mainly low-skilled manufacturing and service sectors, triggering persistent improvement of employment, mainly through increased low-skilled manufacturing employment and at the expense of R&D related occupations. In the long term, though, labor income and productivity decrease. Go to paper
with John Horton and Ramesh Johari (LIDAM discussion paper 2014/13) When heterogeneous employers can send cheap-talk messages about the quality of candidates they would like, this improves sorting, increases wages at high firms and lowers them at low firms, and improves efficiency. In a field experiment we indeed see significant changes in labor allocations and wages in these directions. Go to paper
Working Papers
with David Dorn and Oliver Salzmann (LIDAM discussion paper 2023/25). We investigate the mapping between local employment changes predicted by national industry trends and actual employment changes. Actual employment changes over-react relative to predictions, which is driven especially by overreactions when employment changes are already predicted to be positive and large. Go to paper




