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Work Environment and Individual Background: Explaining Regional Shirking Differentials in a Large Italian Firm*

Quarterly Journal of Economics 2000 115(3), 1057-1090
The prevalence of shirking within a large Italian bank appears to be characterized by significant regional differentials. In particular, absenteeism and misconduct episodes are substantially more prevalent in the south. We consider a number of potential explanations for this fact: different individual backgrounds; group-interaction effects; sorting of workers across regions; differences in local attributes; different hiring policies; and discrimination against southern workers. Our analysis suggests that individual backgrounds, group-interaction effects, and sorting effects contribute to explaining the north-south shirking differential. None of the other explanations appears to be of first-order importance.

Clean Evidence on Peer Effects

Journal of Labor Economics 2006 24(1), 39-57
We study subjects who were asked to fill letters into envelopes with a remuneration independent of output. In the "pair" treatment, two subjects worked at the same time in the same room, and peer effects were possible. In the "single" treatment, subjects worked alone, and peer effects were ruled out. We find evidence of peer effects in the pair treatment because the standard deviations of output are smaller within pairs than between pairs. Moreover, average output is higher in the pair treatment: thus, peer effects raise productivity. Finally, low-productivity workers are the most sensitive to the behavior of peers.

The Long‐Run Educational Cost of World War II

Journal of Labor Economics 2004 22(1), 57-87
An important component of the long‐run cost of a war is the loss of human capital suffered by school‐age children who receive less education. Austrian and German individuals who were 10 years old during the conflict, or were more directly involved through their parents, received less education than comparable individuals from nonwar countries, such as Switzerland and Sweden. We also show that these individuals experienced a sizable earnings loss some 40 years after the war, which can be attributed to the educational loss caused by the conflict. The implied consequences in terms of gross domestic product loss are calculated.

Taxes, Childcare, and Gender Identity Norms

Journal of Labor Economics 2026 44(2), 553-586 open access
We investigate the role of gender norms in shaping parental childcare following changes in the relative take-home pay of mothers and fathers. Exploiting variation from Swedish tax reforms, we estimate the elasticity of substitution in parental childcare for native and immigrant couples from a variety of countries characterized by varying gender norms. Couples originating from countries with relatively conservative norms are more likely to reallocate childcare to mothers following a reduction in the father’s tax rate and less likely to reallocate childcare to fathers following a reduction in the mother’s tax rate, thereby reinforcing a traditional allocation of childcare across parents.

Time Allocation and Task Juggling

American Economic Review 2014 104(2), 609-623 open access
A single worker allocates her time among different projects which are progressively assigned. When the worker works on too many projects at the same time, the output rate decreases and completion time increases according to a law which we derive. We call this phenomenon “task juggling” and argue that it is pervasive in the workplace. We show that task juggling is a strategic substitute of worker effort. We then present a model where task juggling is the result of lobbying by clients, or coworkers, each seeking to get the worker to apply effort to his project ahead of the others’.

Tower of Babel in the Classroom: Immigrants and Natives in Italian Schools

Journal of Labor Economics 2018 36(4), 885-921 open access
We exploit rules of class formation to identify the causal effect of increasing the number of immigrants in a classroom on natives’ test scores, keeping class size and quality of the two types of students constant (pure ethnic composition [PEC] effect). We explain why this is a relevant policy parameter although it has been neglected so far. The PEC effect is sizable and negative (16% of a standard deviation) on language and math scores. For first-generation immigrants, it is more negative (30% of a standard deviation). Estimates that cannot control for endogenous adjustments implemented by principals are instead considerably smaller.

College, Cognitive Ability, and Socioeconomic Disadvantage: Policy Lessons from the U.K. in 1960–2004

Review of Economic Studies 2026
University access has significantly expanded in OECD countries, and further growth figures prominently in political agendas. We study possible consequences of historical and future expansions in a stochastic, general equilibrium Roy model where tertiary educational attainment is determined by cognitive ability and socioeconomic disadvantage. In our analysis, individual productivity depends not only on education but also directly on cognitive ability. The expansion of university access in the U.K. that started in the 1960s provides an ideal case study to draw lessons for the future. We find that this expansion led to the selection into college of progressively less talented students from advantaged backgrounds. Appropriate counterfactual policies existed that would have achieved the dual goal of increasing college graduates’ cognitive ability while improving tertiary education opportunities for the disadvantaged.

College Cost and Time to Complete a Degree: Evidence from Tuition Discontinuities

The Review of Economics and Statistics 2012 94(3), 699-711 open access
University tuition typically remains constant throughout the years of enrollment while delayed degree completion is increasingly a problem for academic institutions around the world. Theory suggests that if continuation tuition were raised, the probability of late graduation would be reduced. Using a regression discontinuity design on data from Bocconi University in Italy, we show that a 1,000 euro increase in continuation tuition reduces the probability of late graduation by 5.2% when the benchmark probability is 80%. This decline is not associated with an increase in the dropout rate or a fall in the quality of students performance.

Cognitive and Noncognitive Costs of Day Care at Age 0–2 for Children in Advantaged Families

Journal of Political Economy 2020 128(1), 158-205 open access
Exploiting admission thresholds to the Bologna day care system, we show using a regression discontinuity (RD) design that one additional day care month at age 0–2 reduces intelligence quotient by 0.5% (4.7% of a standard deviation) at age 8–14 in a relatively affluent population. The magnitude of this negative effect increases with family income. Similar negative impacts are found for personality traits. These findings are consistent with the hypothesis from psychology that children in day care experience fewer one-to-one interactions with adults, with negative effects in families where such interactions are of higher quality. We embed this hypothesis in a model that lends structure to our RD design.