"Police Infrastructure, Police Performance and Crime: Evidence from Austerity Cuts" [Conditionally Accept American Economic Review] IFS WP
Coverage: Voxeu Column, BBC, Bylinetimes, Financial Times, Guardian, Policing Insights, The Standard, The Telegraph. MVPF Estimates featured in the Policy Impacts Library.
Selected for 2022 EALE JM tour. Honorable Mention at the 15th North American Meeting of the Urban Economics Association
Leveraging unprecedented austerity cuts, this paper studies a large-scale reorganization that closed over 70% of London police stations while keeping force-wide police strength constant. Combining geocoded police records with victimization survey data, I show that greater distance to stations increases violent crime, weakens police performance, reduces crime reporting and confidence in policing, and lowers house prices. Near surviving stations, officer concentration generates off setting local gains, reducing violent crime and raising nearby house prices. A spatial model combining both margins implies a net increase in violent crime, with effects varying sharply across neighborhoods. Alternative closure policies could have reduced aggregate crime.
"Should you Meet the Parents? The impact of qualitative information sessions on school choice" with Lorenzo Neri and Marco Ovidi. March 2025 [Conditionally Accept Journal of Human Resources]
IZA Discussion Paper No. 16064, CESifo Working Paper No. 10926
Understanding parental responses to non-test score attributes is crucial to designing effective school choice systems. We study the impact on parental school choice of qualitative information sessions that mainly offer information about school attributes other than test scores. The outflow to private education is reduced by 17%, with larger responses among relatively advantaged students. Parents respond by increasing take-up of state school offers, intensifying competition for seats at oversubscribed schools. The intervention does not affect parental demand for measurable school attributes. We conclude that low-cost interventions providing qualitative information can improve state schools' finances and peer quality.
Many individuals experience crime as victims. However, many more individuals witness crime. We study how both experiences, being a witness to crime and being a victim of crime, impact crime-related perceptions, spanning confidence in institutions of the justice system, perceptions of neighborhoods, and personal safety. Combining waves of the Crime Survey for England and Wales from 2001-18 we document: (i) witnessing crime is twice as prevalent as victimization; (ii) while victimization rates have fallen by 32% over our study period, rates of witnessing crime have remained unchanged over time; (iii) violent crime constitutes a greater share of all crime over time; (iv) rates of witnessing violent crime have risen by 28%, which has 10 times as many witnesses per incident than other crimes. We then show that crime-related perceptions negatively associate with both experiences, with witnessing crime having stronger negative associations with con dence in institutions and views of local neighborhoods, while victimization is more strongly associated with feelings of personal safety. At a final stage, we consider implications for measuring the social cost of crime if witnessing experiences are also accounted for. We show: (i) the aggregate social costs of crime based only on victims have fallen by 17% over our study period; (ii) the aggregate social costs borne by witnesses have risen by 36%; (iii) once victim and witness costs aggregated, the total social costs of crime have remained relatively unchanged over time. By incorporating witnessing experiences into measuring the costs of crime, our analysis shed lights on a phenomenon observed in many countries: the general perception that crime is rising, a view unanchored from persistent declines in the actual incidence of crime.
"When non-native speakers compete for top schools: Displacement and peer effects in primary education" with Francesco Fasani, Elisabetta Pasini and Barbara Petrongolo [draft available upon request]
We study how immigration affects natives' access to public schools by examining competition for primary-school places in England after the 2004 EU enlargement. The post-enlargement inflow was large and concentrated among Polish migrants, who were disproportionately likely to satisfy faith-based admissions criteria and therefore intensified competition for high-performing, state-funded Catholic schools. To address endogenous migrant location choices, we construct an instrument for post-2004 Polish settlement patterns using the location and capacity of post-World War II Polish resettlement camps digitized from archival records. Combining this historical variation with administrative data on the universe of pupils in public primary schools, we estimate the causal effects of local exposure to non-native pupils at school entry. We find that higher non-native exposure displaces native pupils from Catholic schools toward non-faith schools and toward closer schools with slightly weaker baseline performance and a less advantaged pupil intake. It also reduces natives' test scores at the end of primary school. Using sibling-priority rules and within-school designs with family fixed effects, we show that these attainment effects are driven primarily by displacement across schools rather than adverse within-school interactions.
"Middle Managers in the Public Sector: Evidence from Policing" with Arianna Ornaghi (Hertie School) and Eddy Zou (LSE) [draft available upon request]
Awarded EIEF Research Grant (2024)
How much can middle managers matter when budgets, staffing, and priorities are set centrally? We study this question in the London Metropolitan Police Service, focusing on Borough Commanders, the middle managers who lead territorial divisions. We construct a panel of commanders' careers and link their assignments to monthly data on investigation outcomes, crime, and police workforce. Exploiting manager mobility across divisions in an AKM-style framework, we estimate that managers account for about one quarter of the variance in log clearances per worker. More effective managers raise clearances across offense types, increase both police-issued sanctions and court convictions, and expand proactive enforcement without increasing frontline headcount. These effects emerge quickly after a manager arrives and largely dissipate after departure. Managerial effectiveness also shapes organizational responses to policy change: stronger commanders mitigate the increase in violent crime following police station closures and achieve faster response times following body-worn camera adoption relative to less well-managed divisions.
"Organizing Crime" with Luigi Guiso (EIEF), Rocco Macchiavello (LSE), Andrea Melillo (LSE) and Mounu Prem (Cunef)
"Senior women and the careers of younger workers" with Nicola Bianchi (Kellogg), Barbara Biasi (Yale), Hyejin Ku (UCL) and Matteo Paradisi (EIEF)
"Consolidating justice" with Magdalena Dominguez (IFS) and Luca Rizzotti (IFS)
"Exposure to crime and pupils' outcomes: evidence from London" September 2021 [Dormant]
SSRN. Press Coverage: Royal Economic Society
Estimation of unintended costs of crime is scarce, although essential. This paper investigates a prominent indirect cost of crime, i.e. the effect of exposure to crime on achievement of pupils enrolled in primary school. I employ novel geo-referenced data on the universe of crimes from police records in London. The analysis takes advantage of the very fine spatial variation in crimes and in pupils' residences, precisely measuring the exposure to crime in the surroundings of pupils' homes. By exploiting the within-school variation in crime, I find that crime occurring where pupils live has a significant negative impact on pupils' achievement at the final exams of primary school. The heterogeneity analysis shows that high-ability and wealthy students are those who suffer the most from exposure to crime. I find evidence of decreasing marginal sensitivity to crime, as pupils living in less criminal areas suffer the most from exposure to crime. Overall, I interpret this evidence as consistent with a story of scarring effect and adaptation.
"The value of parental and children experience in choosing secondary schools", with Lorenzo Neri and Marco Ovidi, 2020
Evaluation of the Meet The Parents project.