2025
Beyond Hot Spots: Enhancing Police Effectiveness by Incorporating a Spatial Network Approach
with Brendon McConnell and Yves Zenou  ·  ROCKWOOL Foundation / CReAM Discussion Paper
How can crime be disrupted most effectively without increasing resources? To answer this question, we develop a spatial network model to analyze crime diffusion, using London as a case study. Moving beyond traditional hot spot policing, we identify key player neighbourhoods — highly connected areas in the network. Our analysis reveals that while hot spots mainly attract crime locally, key player neighbourhoods predominantly propagate it. Simulations show that targeting the top 10% of key players reduces crime by 10.7% (5.8 percentage points) more than hot spot strategies. This approach offers a cost-effective solution, with potential annual savings exceeding £130 million.
2021
Social Networks and (Political) Assimilation in the Age of Mass Migration
with Costanza Biavaschi and Yves Zenou  ·  CEPR Discussion Paper No. 16182
This paper investigates the causal pathways through which ethnic social networks influence individual naturalization. Using the complete-count Census of 1930, we digitize information on the exact residence of newly arrived immigrants in New York City. This allows us to define networks with a granularity detail that was not used before for historical data — the Census block — and therefore to overcome issues of spatial sorting. By matching individual observations with the complete-count Census of 1940, we estimate the impact that the exogenous fraction of naturalized co-ethnics in the network observed in 1930 has on the probability of immigrants to acquire citizenship a decade later.
2021
Kicking You When You're Already Down: The Multipronged Impact of Austerity on Crime
with Brendon McConnell  ·  GLO Discussion Paper No. 746
The UK Welfare Reform Act 2012 imposed a series of welfare cuts, which disproportionately impacted ex-ante poorer areas. In this paper, we consider the impact of these austerity measures on two different but complementary elements of crime — the crime rate and the less-studied concentration of crime — over the period 2011–2015 in England and Wales. Areas more exposed to the welfare reforms experience increased levels of crime, an effect driven by a rise in violent crime. Both violent and property crime become more concentrated within an area. It is ex-ante more deprived neighbourhoods that bear the brunt of the crime increases.
2023
When Reality Bites: Local Deaths and Vaccine Take-Up
with Michael Vlassopoulos and Yves Zenou  ·  European Economic Review 156, 104463
We investigate whether COVID-19 deaths that occurred before vaccination rollouts impact subsequent vaccination take-up. Using data on local vaccination rates and COVID-19-related deaths from England, we find that vaccination take-up as of November 2021 is positively associated with pre-vaccine COVID-19-related deaths. The share of ethnic minorities in a locality is negatively associated with vaccination rates, but localities with a larger share of ethnic minorities increase their vaccination rates if exposed to more COVID-related deaths. Overall, our evidence suggests that social proximity to victims of the disease triggers a desire to take protective action.
2023
The Chips Are Down: The Influence of Family on Children's Trust Formation
with Enrico Rettore and Sara Tonini  ·  Journal of Population Economics 36, 211–233
Understanding the formation of trust is a key issue, considering its impact on economic performance. We introduce the distinction between permanent trust and transient trust and argue that it is only permanent trust that is relevant for the intergenerational transmission process. Using data from the German Socio-Economic Panel, we show that 2/3 of the observed variability of children's trust is due to the transient component. The remaining variability due to the permanent component is only moderately determined by the permanent trust of the parents, with mothers being much more relevant than fathers.
2022
Terror Headlines and Voting
with Armine Ghazaryan and Jackline Wahba  ·  Economics Letters 216, 110562
By combining data on terror news and individual political preferences, this paper finds that headlines about ISIS and terrorism in the context of the Syrian crisis increased the support for right-wing populism in England for the period 2013 to 2019.
2022
Peers, Gender, and Long-Term Depression
with Michael Vlassopoulos and Yves Zenou  ·  European Economic Review 144, 104084
This study investigates whether exposure to peer depression in adolescence affects own depression in adulthood. We find a significant long-term depression peer effect for females but not for males. An increase of one standard deviation of the share of own-gender peers who are depressed increases the probability of depression in adulthood by 2.6 percentage points for females. We show that peer depression negatively affects the probability of college attendance and the likelihood of working, and leads to a reduction in income of adult females.
2021
The Impact of Brexit on International Students' Return Intentions
with Jane Falkingham, Jackline Wahba and Chuhong Wang  ·  The Manchester School 89(2), 139–171
This paper is the first to study the causal impact of Brexit on the post-graduation mobility decisions of EU students in the UK. We exploit the British government's formal withdrawal notification under Article 50 as a natural experiment and employ a difference-in-differences design. We find that EU graduating students are significantly more likely than non-EU graduating students to plan on leaving the UK upon graduation immediately after the announcement.
2020
When the Market Drives You Crazy: Stock Market Returns and Fatal Car Accidents
with Mirco Tonin and Michael Vlassopoulos  ·  Journal of Health Economics 70, 102245
This paper provides evidence that daily fluctuations in the stock market have important — and hitherto neglected — spillover effects on fatal car accidents. Using the universe of fatal car accidents in the United States from 1990 to 2015, we find that a one standard deviation reduction in daily stock market returns is associated with a 0.6% increase in fatal car accidents that happen after the stock market opening. Our results are consistent with immediate emotions stirred by a negative stock market performance influencing the number of fatal accidents, in particular among inexperienced investors.
2019
Racial Discrimination in Local Public Services: A Field Experiment in the US
with Mirco Tonin and Michael Vlassopoulos  ·  Journal of the European Economic Association 17(1), 165–204
We carry out an email correspondence study in which we pose simple queries to more than 19,000 local public service providers. We find that emails from putatively black senders are almost 4 percentage points less likely to receive an answer compared to emails signed with a white-sounding name. Responses to queries coming from black names are less likely to have a cordial tone. Further tests suggest that the differential is due to animus towards blacks rather than statistical discrimination. We show that attitudes towards the government among blacks are more negative in states with higher discrimination.
2018
Strong versus Weak Ties in Migration
with Jackline Wahba and Yves Zenou  ·  European Economic Review 104, 111–137
This paper studies the role of strong versus weak ties in the rural-to-urban migration decision in China. We develop a network model and test it using unique longitudinal data. Our results indicate that both weak and strong ties matter in the migration decision process, although the impact of weak ties is higher than that of strong ties. We also show that one underestimates the effect of social networks on migration by not taking into account the strong ties in the mobility process.
2017
The Economic Payoff of Name Americanization
with Costanza Biavaschi and Zahra Siddique  ·  Journal of Labor Economics 35(4), 1089–1116
We provide the first evidence of the magnitude and consequences of the Americanization of migrants' names in the early twentieth century. We construct a longitudinal data set of naturalization records, tracking migrants and their naming choices over time. We consistently find that migrants who Americanized their names experienced larger occupational upgrading. Name Americanization embodies an intention to assimilate among low-skilled migrants and reveals the existence of preferences for American names within the labor market.
2017
Ethnic Diversity and Well-Being
with Alpaslan Akay, Amelie F Constant and Martin Guzi  ·  Journal of Population Economics 30(1), 265–306
This paper investigates how ethnic diversity, measured by immigrants' nationalities, influences the well-being of the host country. Using panel data from Germany from 1998 to 2012, we find a positive effect of ethnic diversity on the well-being of German natives. The positive effect is stronger for immigrant groups that are culturally and economically closer to Germany. We document two mechanisms: productivity and social capital.
2016
Remittances and Relative Concerns in Rural China
with Alpaslan Akay, Olivier Bargain, Juan D. Robalino and Klaus F. Zimmermann  ·  China Economic Review 37, 191–207
The paper investigates the impact of remittances on the relative concerns of households in rural China. Using the RUMiC dataset we find evidence of a "status effect" with respect to income and of a "signal effect" of similar magnitude with respect to remittances. Rural households experience substantial welfare loss due to income comparisons, but gain well-being by comparing their remittances with those received by their reference group.
2015
Sibling Influence on the Human Capital of the Left Behind
with Costanza Biavaschi and Klaus F. Zimmermann  ·  Journal of Human Capital 9(4), 403–438
While a growing literature has analyzed the effects of parental migration on the educational outcomes of children left behind, this study is the first to highlight the importance of sibling interactions in such a context. Using panel data from the RUMiC Survey, we find that sibling influence on school performance is stronger among left-behind children. It is primarily older sisters who exhibit a positive influence on their younger siblings.
2014
The Impact of Immigration on the Well-Being of Natives
with Alpaslan Akay and Amelie F. Constant  ·  Journal of Economic Behavior and Organization 103, 72–92
Combining data from the German Socio-Economic Panel for 1998–2009 with local labor market information, this is the first paper to investigate how the spatial concentration of immigrants affects the life satisfaction of native Germans. Our results show a positive and robust effect of immigration on natives' well-being, which is not driven by local labor market characteristics.
2014
The RUMiC Longitudinal Survey: Fostering Research on Labor Markets in China
with Mehtap Akgüç and Klaus F. Zimmermann  ·  IZA Journal of Labor & Development 3:5
This paper describes the Longitudinal Survey on Rural Urban Migration in China (RUMiC), a unique data source in terms of spatial coverage and panel dimension for research on labor markets in China. The survey is a collaboration between the Australian National University, Beijing Normal University and IZA, which makes data publicly available to the scientific community.
2014
Is the Minimum Wage a Pull Factor for Immigrants?
Industrial and Labor Relations Review 67(3), 649–674
This article studies the effects of the minimum wage on immigration. An analytical framework is developed in which immigration is a function of the expected wage in the region of destination. The results provide consistent evidence that the U.S. federal minimum wage increases during 1996–1997 and 2007–2009 induced a sizeable flow of low-skilled immigrants.
2014
Remittances and Well-Being among Rural-to-Urban Migrants in China
with Alpaslan Akay, Juan D. Robalino and Klaus F. Zimmermann  ·  Review of Economics of the Household 12(3), 517–546
The main objective is to propose a systematic approach to empirically analyse the relationship between sending remittances and the utility of migrants, as proxied by their subjective well-being. Using data from a new survey on China, we find a sizeable positive correlation between remittances and well-being. The estimates vary with the socio-economic characteristics of migrants, migration experience and the diversity of family arrangements.
2013
Entrepreneurship of the Left-Behind
with Jackline Wahba and Klaus F. Zimmermann  ·  Research in Labor Economics 37, 65–92
While there is evidence that return migration promotes entrepreneurship of those who migrated, previous studies have not focused on whether migration provides the same benefits to individuals who did not migrate. Using RUMiC data on both current and return migrants in rural China, we investigate the impact of migration on entrepreneurship among individuals with no migration experience. Return migration promotes self-employment among household members who have not migrated.
2013
With a Lot of Help from My Friends: Social Networks and Immigrants in the UK
with Christian Schluter and Jackline Wahba  ·  Population, Space and Place 19(6), 657–670
This paper provides a descriptive analysis of the role of social networks in the labour market, comparing immigrant and native men in the UK. We explore the determinants of using social networks as a channel for looking for jobs and investigate the social network effects on labour market outcomes. On the basis of the UK Quarterly Labour Force Survey for 1992–2010, we explore the role of education level and years since immigration.
2013
Unemployment Benefits and Immigration: Evidence from the EU
with Martin Guzi, Martin Kahanec and Klaus F. Zimmermann  ·  International Journal of Manpower 34(1), 24–38
Economic theory predicts that unemployment benefits may attract immigrants to countries which implement such programs. Using data for 19 European countries over 1993–2008, we explore whether changes in unemployment benefit spending affect immigration. While OLS estimates suggest a moderate welfare magnet effect, IV approaches reveal that the impact is substantially smaller.
2012
Self-Employment of Rural-to-Urban Migrants in China
with Guangjie Ning and Klaus F. Zimmermann  ·  International Journal of Manpower 33(1), 96–117
This paper explores the determinants of self-employment among rural to urban migrants in China, based on the 2008 RUMiCI survey. Self-employed migrants are positively selected with respect to their unobserved characteristics; their wages are substantially higher than what they would have obtained had they chosen paid work.
2011
Combining Census and Registration Data to Analyse Ethnic Migration Patterns in England 1991–2007
with James Raymer and Peter WF Smith  ·  Population, Space and Place 17, 73–88
We develop a model that combines annual registration data with census data to analyse the evolution of specific migrant groups over time. For illustration, we model the evolution of ethnic interregional migration in England by age and sex from 1991 to 2007, combining NHS registration data with 1991 and 2001 Census data.
2010
Combining Available Migration Data in England to Study Economic Activity Flows over Time
with Peter WF Smith and James Raymer  ·  Journal of the Royal Statistical Society: Series A 173(4), 733–753
We propose a methodology to combine aspects from multiple sources of data to provide a time series of detailed migration flows, cross-classified by origin, destination, age, sex and economic activity.
2009
Ethnic Migration Between Area Groups in England and Wales
with James Raymer  ·  Area 41(4), 435–451
We explore internal migration in England and Wales by broad groups of ethnicity, education and employment status from 1991 to 2004, focusing on migration between twelve area groups defined by the Office for National Statistics. Strong stability over time is demonstrated in the aggregate patterns of origin-destination-specific migration.
2013
Welfare Migration
with Jackline Wahba  ·  in International Handbook on the Economics of Migration, K.F. Zimmermann and A.F. Constant eds, Edward Elgar Publishing, pp. 1015–1048
This chapter reviews and discusses major theories and empirical studies about the welfare magnet hypothesis. Although economic theory predicts that welfare generosity affects the number, composition and location of immigrants, the empirical evidence is rather mixed. We offer possible explanations for the existence of such mixed evidence and highlight that the literature so far has overlooked the presence of different migration regimes, as well as the possibility of reverse causality between welfare spending and immigration.
2010
Analysing Structures of Interregional Migration in England
with James Raymer  ·  in Technologies for Migration and Population Analysis: Spatial Interaction Data Applications, J. Stillwell, O. Duke-Williams and A. Dennett eds, IGI Global, pp. 280–293
In this chapter, we explore the age and ethnic structures of interregional migration in England, as measured by the 1991 and 2001 Censuses. We analyse the main effect and two-way interaction components of migration flow tables cross-classified by origin, destination, age and ethnicity. Despite a large increase in the levels of interregional migration, migration structures in England have remained fairly stable over time.
2017
Demand for Labor: The Neglected Side of the Market, by Daniel S. Hamermesh
Oxford University Press  ·  co-edited with Klaus F. Zimmermann
2013
Research in Labor Economics, vol. 37
co-edited with Konstantinos Tatsiramos and Klaus F. Zimmermann
2014
Review of "Immigration, Poverty, and Socioeconomic Inequality", D. Card and S. Raphael eds
Industrial and Labor Relations Review 67(3), 788–789
2014
Review of "Cultural Integration of Immigrants in Europe", Y. Algan, A. Bisin, A. Manning and T. Verdier eds
Economica 81(324), 793–794
2024
Mind the Gap: Education, Employment and Mobility of Second-Generation Immigrants in the UK
with Valentina Di Iasio and Jackline Wahba  ·  CPC Policy Briefing Series, No. 75
This policy briefing compares educational, employment and occupational performance of second-generation immigrants to their White British peers over the last two decades. Second-generation immigrants generally achieve higher education levels than their White British peers, and experience an increased upward mobility relative to their parents. However, they show lower employment rates compared to White British individuals.
2020
Empowering the NHS: Challenges for the Pandemic
with Armine Ghazaryan and Jackline Wahba  ·  CPC Report
During the worst phase of the Covid-19 outbreak, the UK government's slogan was: stay home, save lives, protect the NHS. This message clearly shows that protecting the capacity of NHS services is vital for dealing with such a pandemic. An important question is whether the NHS had been protected in the years leading up to the outbreak.
2017
CPC-ONS-UUK Survey of Graduating International Students 2017
with Jane Falkingham, Jackline Wahba and Chuhong Wang
The 2017 SoGIS is an online survey collecting detailed information from international students in UK Higher Education in their final year of study, covering post-study intentions, travel patterns, use of public services, and working patterns.
2014
Mapping Diasporas in the European Union and the United States
with Jirka Taylor et al.  ·  Prepared for the European Commission
This report presents the findings of a study into diasporas in the EU and the US, providing mapping data for key diaspora groups and delivering concrete recommendations for their engagement. The study was funded by the European Commission's Directorate General for Home Affairs.
2012
Study on Active Inclusion of Migrants
with Klaus F. Zimmermann, Martin Kahanec, Alan Barrett, Bertrand Maître and Martin Guzi  ·  Prepared for the European Commission
The study gives an expert assessment of the main trends in the situation of migrants with regard to social assistance and access to social services, including an in-depth analysis of the main determinants of these trends and a comprehensive account of the mutual interaction of migration policies and social assistance policies.
2011
The Integration of Migrants and its Effects on the Labour Market
with Werner Eichhorst, Martin Guzi et al.  ·  Prepared for the European Parliament
This study provides an overview of the situation of immigrants in the European Union, focusing on the process of their integration and its impact on the labour market. It explores employment, education, legal status and integration policy across EU member states.
2020
Empowering the NHS: Challenges for the Pandemic
CPC Policy Briefing No. 53
2019
International Students in the UK and Brexit
CPC Policy Briefing No. 59
This policy brief brings together and discusses evidence about the role of international students in the UK, focusing on their migration behaviour and preferences, and the influence of the Brexit process on their choices.
2016
International Students in the UK: Perspective and Plans
CPC Policy Briefing No. 40
International students make up nearly one in five of all students in UK Higher Education Institutions. This policy brief provides an overview of a new survey of final-year international students carried out by a joint team at the ESRC Centre for Population Change, Office for National Statistics and Universities UK.
2013
Youth Unemployment and Vocational Training
with Klaus F. Zimmermann, Costanza Biavaschi, Werner Eichhorst et al.  ·  Foundations and Trends in Microeconomics 9(1–2), 1–157
This paper focuses on the determinants of the labor market situation of young people in developed and developing countries, with particular emphasis on the role of vocational training and education policies. We argue in favor of vocational education and training systems combining work experience and general education.
2015
Do Minimum Wages Induce Immigration?
IZA World of Labor
An increase in the minimum wage in immigrant destination countries raises the earnings that low-skilled migrants could expect to attain if they were to migrate. While some studies for the US indicate that a higher minimum wage induces immigration, contrasting evidence shows that immigrants are less likely to move into areas with higher or more frequent increases in the minimum wage.
2014
The Welfare Magnet Hypothesis and the Welfare Take-Up of Migrants
IZA World of Labor
The welfare magnet hypothesis postulates that individuals' migration decisions are influenced by the generosity of the welfare system in the destination country. The empirical evidence is rather mixed, with the most robust studies supporting the idea that welfare generosity can influence migration decisions but that factors such as social and family networks seem to play a more significant role.
2012
The Economics of Happiness
Economic Review 30(2)
2010
Immigration and the UK Labour Market
Economic Review 28(1)