Social Interactions in High School: Lessons from an Earthquake

We provide new evidence on the impact of peer effects on the schooling decisions of teenagers. In November 1980 a major earthquake hit Southern Italy. In the aftermath, young men from certain towns were exempted from compulsory military service. We show that the exemption raised high school graduation rates of boys by more than 2 percentage points by comparing high school graduation rates of young exempt men and older not exempt men from the least damaged areas and men of the same age groups from nearby towns that were not hit by the quake. Similar comparisons show that graduation rates of young women in the affected areas rose by about 2 percentage points. Since in Italy women are not subject to drafting, we interpret these findings as evidence of social effects of the decision of teenage boys of staying longer in school on that of teenage girls. Our estimates suggest that an increase of 1 percentage point of male graduation rates raises female probability of completing high school by about 0.7-0.8 percentage points. A series of robustness checks, including comparisons across different age groups and with different definitions of the comparison areas, suggest that the rise was due to the earthquake-related exemption, rather than other factors.

[1]  A. Wagener,et al.  MILITARY DRAFT AND ECONOMIC GROWTH IN OECD COUNTRIES , 2006, SSRN Electronic Journal.

[2]  Condizioni del credito commerciale e differenziazione della clientela , 2004 .

[3]  Anthony B. Atkinson,et al.  Promise and Pitfalls in the Use of 'Secondary' Data -Sets: Income Inequality in OECD Countries , 2000 .

[4]  Bruce I. Sacerdote Peer Effects with Random Assignment: Results for Dartmouth Roommates , 2001 .

[5]  Leonardo Gambacorta,et al.  Asymmetric bank lending channels and ECB monetary policy , 2003 .

[6]  Anil K. Kashyap,et al.  Will a Common European Monetary Policy Have Asymmetric Effects , 2000 .

[7]  Luigi Cannari,et al.  La distribuzione del reddito e della ricchezza nelle regioni italiane , 2002 .

[8]  F. Lippi Strategic Monetary Policy with Non-Atomistic Wage-Setters: Some Evidence , 2001 .

[9]  G. Imbens,et al.  Evaluating the Cost of Conscription in The Netherlands , 1995 .

[10]  L. Gambacorta,et al.  Monetary Policy Transmission in the Euro Area: The Italian banking system and monetary policy transmission: evidence from bank-level data , 2003 .

[11]  Fabio Fornari,et al.  The impact of news on the exchange rate of the lira and long-term interest rates , 2002 .

[12]  Antonio Scalia,et al.  Does Market Transparency Matter? A Case Study , 1999 .

[13]  Rachel E. Kranton,et al.  Identity and Schooling: Some Lessons for the Economics of Education , 2002 .

[14]  Paola Caselli,et al.  Fiscal consolidation under fixed exchange rates , 2001 .

[15]  M. Keane,et al.  The Career Decisions of Young Men , 1997, Journal of Political Economy.

[16]  Dario Focarelli,et al.  The Determinants of Cross-Border Bank Shareholdings: an Analysis with Bank-Level Data from OECD Countries , 2000 .

[17]  T. Halliday,et al.  What is a peer? The role of network definitions in estimation of endogenous peer effects , 2012 .

[18]  Patrizio Pagano,et al.  Endogenous Growth with Intertemporally Dependent Preferences , 2003 .

[19]  A. Ichino,et al.  Clean Evidence on Peer Effects , 2006, Journal of Labor Economics.

[20]  David Card,et al.  Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States , 1992, Journal of Political Economy.

[21]  Massimo Caruso,et al.  Stock prices and money velocity: a multi-country analysis , 2001 .

[22]  Paola Giuliano On the determinants of living arrangements in Western Europe: Does Cultural Origin Matter? , 2004 .

[23]  Patrick Sevestre,et al.  Financial Systems and the Role of Banks in Monetary Policy Transmission in the Euro Area , 2001, SSRN Electronic Journal.

[24]  A. Generale,et al.  Does Monetary Policy Have Asymmetric Effects? A Look at the Investment Decisions of Italian Firms , 2001, SSRN Electronic Journal.

[25]  Fabio Busetti Testing for Stochastic Trends in Series with Structural Breaks , 2000 .

[26]  F. Panetta,et al.  Why Do Banks Merge? , 2002 .

[27]  Giuseppe Parigi,et al.  Energy Consumption, Survey Data and the Prediction of Industrial Production in Italy , 1998 .

[28]  Roberto Golinelli,et al.  Consumer Sentiment and Economic Activity: A Cross Country Comparison , 2004 .

[29]  F. Drudi,et al.  Default risk and optimal debt management , 2000 .

[30]  Leonardo Gambacorta,et al.  On the Institutional Design of the European Monetary Union: Conservatism, Stability Pact and Economic Shocks , 2001 .

[31]  Francesco Nucci,et al.  Investment and the Exchange Rate , 1998 .

[32]  Monica Paiella,et al.  Heterogeneity in Financial Market Participation: Appraising its Implications for the C-CAPM , 2004 .

[33]  Rafael Lalive,et al.  Social Interactions in Unemployment , 2003 .

[34]  J. Angrist,et al.  Estimating the Payoff to Schooling Using the Vietnam-Era Draft Lottery , 1991 .

[35]  Armin Falk,et al.  "Crime" in the lab-detecting social interaction , 2002 .

[36]  Ability Tracking, School Competition, and the Distribution of Educational Benefits , 2000 .

[37]  E. Hanushek,et al.  The Failure of Input-Based Schooling Policies , 2002 .

[38]  J. Angrist,et al.  Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity , 1995 .

[39]  F. Panetta,et al.  Are Mergers Beneficial to Consumers? Evidence from the Italian Market for Bank Deposits , 2003 .

[40]  Edward Miguel,et al.  Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities, Guide to Replication of Miguel and Kremer (2004) , 2014 .

[41]  J. Angrist,et al.  Using Maimonides&Apos; Rule to Estimate the Effect of Class Size on Student Achievement , 1997 .

[42]  Massimo Omiccioli,et al.  Il credito commerciale: problemi e teorie , 2004 .

[43]  Marcello Pericoli,et al.  Some Contagion, Some Interdependence: More Pitfalls in Tests of Financial Contagion , 2002 .

[44]  Kevin Lang,et al.  Does School Integration Generate Peer Effects? Evidence from Boston's Metco Program , 2004, SSRN Electronic Journal.

[45]  Andrea Zaghini,et al.  Fiscal adjustments and economic performing: a comparative study , 2001 .

[46]  Piero Cipollone La convergenza dei salari manifatturieri in Europa , 2001 .

[47]  Guerino Ardizzi,et al.  Cost efficiency in the retail payment networks: first evidence from the Italian credit card system , 2003 .

[48]  Piero Cipollone,et al.  Bottlenecks and limits to growth: A multisectoral analysis of Italian industry , 2001 .

[49]  H. James VARIETIES OF SELECTION BIAS , 1990 .

[50]  Giorgio Topa,et al.  Social interactions, local spillovers and unemployment , 2001 .

[51]  A. M. Robert Taylor,et al.  Testing against stochastic trend and seasonality in the presence of unattended breaks and unit roots , 2003 .

[52]  P. Angelini,et al.  Are Banks Risk Averse? Intraday Timing of Operations in the Interbank Market , 2000 .

[53]  Alberto Franco Pozzolo Gli effetti della liberalizzazione valutaria sulle transazioni finanziarie dell'Italia con l'estero , 1997 .

[54]  Andrea Brandolini,et al.  The Distribution of Personal Income in Post-War Italy: Source Description, Data Quality, and the Time Pattern of Income Inequality , 1999 .

[55]  Carmelo Salleo,et al.  Consolidation and Efficiency in the Financial Sector: A Review of the International Evidence , 2003 .

[56]  C. Manski Identification of Endogenous Social Effects: The Reflection Problem , 1993 .

[57]  Paolo Chiades,et al.  The Bernanke and Blinder Model in an Open Economy: The Italyn Case , 2004 .

[58]  Eliana Viviano,et al.  Un'analisi critica delle definizioni di disoccupazione e partecipazione in Italia , 2003 .

[59]  Sascha O. Becker,et al.  Youth emancipation and perceived job insecurity of parents and children , 2005, SSRN Electronic Journal.

[60]  D. Epple,et al.  American Economic Association Competition between Private and Public Schools , Vouchers , and Peer-Group Effects , 2007 .

[61]  Fabio Panetta,et al.  The Performance of Italian Equity Funds , 2001 .

[62]  Andrea Zaghini,et al.  The Role of the Banking System in the International Transmission of Shocks , 2003 .

[63]  Filippo Altissimo,et al.  How Deep Are the Deep Parameters , 2002 .

[64]  Joshua D. Angrist,et al.  Identification of Causal Effects Using Instrumental Variables , 1993 .

[65]  Joshua Angrist,et al.  Why Do World War II Veterans Earn More than Nonveterans? , 1989, Journal of Labor Economics.

[66]  David Card,et al.  Going to College to Avoid the Draft: The Unintended Legacy of the Vietnam War , 2001 .

[67]  J. Ludwig,et al.  Urban Poverty and Juvenile Crime: Evidence from a Randomized Housing-Mobility Experiment , 2001 .

[68]  Francesco Lippi,et al.  Revisiting the Case for a Populist Central Banker , 2000 .

[69]  E. Duflo,et al.  The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment , 2002 .

[70]  Filippo Altissimo,et al.  Nonlinear VAR: Some Theory and an Application to US GNP and Unemployment , 1998 .

[71]  Paola Caselli,et al.  Uncertainty and the slowdown of capital accumulation in Europe , 2003 .

[72]  Andrea Gallice Education, Dynamic Signaling and Social Distance , 2008 .

[73]  E. Moretti Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions , 2004 .

[74]  A. Krueger,et al.  Experimental Estimates of Education Production Functions , 1997 .

[75]  Roberto Golinelli,et al.  Forecasting industrial production in the Euro area , 2000 .

[76]  F. Schivardi,et al.  Firm Size Distribution and Growth , 2003 .

[77]  E. Moretti,et al.  Why Do Most Italian Young Men Live with Their Parents? Intergenerational Transfers and Household Structure , 2005 .

[78]  S. Raphael,et al.  School-Based Peer Effects and Juvenile Behavior , 1997 .

[79]  Fabio Panetta,et al.  Style, fees and performance of Italian equity funds , 1998 .

[80]  Mark Grinblatt,et al.  Interpersonal Effects in Consumption: Evidence from the Automobile Purchases of Neighbors , 2003 .

[81]  Enrico Moretti,et al.  The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports , 2001 .

[82]  Paolo Sestito,et al.  Earnings Dispersion, Low Pay and Household Poverty in Italy, 1977-1998 , 2001 .

[83]  R. Golinelli,et al.  Bridge models to forecast the euro area GDP , 2004 .

[84]  Dropout and Enrollment Trends in the Post-War Period: What Went Wrong in the 1970s? , 2000 .

[85]  Enrico Moretti,et al.  Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings and Longitudinal Data , 2002 .

[86]  A. Ichino,et al.  Clean Evidence on Peer Pressure , 2003, SSRN Electronic Journal.

[87]  Domenica J. Marchetti Markups and the Business Cycle: Evidence from Italian Manufacturing Branches , 2002 .

[88]  D. Zimmerman Peer Effects in Academic Outcomes: Evidence from a Natural Experiment , 1999, Review of Economics and Statistics.

[89]  Filippo Altissimo,et al.  The Italian Business Cycle; Coincident and Leading Indicators and Some Stylized Facts , 2000 .

[90]  C. Hoxby,et al.  Peer Effects in the Classroom: Learning from Gender and Race Variation , 2000 .

[91]  D. Zimmerman,et al.  Peer Effects in Higher Education , 2003 .

[92]  E. Glaeser,et al.  Crime and Social Interactions , 1995 .

[93]  F. Schivardi,et al.  Reallocation and learning over the business cycle , 2003 .

[94]  Lawrence F. Katz,et al.  The Company You Keep: The Effects of Family and Neighborhood on Disadvantaged Youths , 1991 .

[95]  Guido Blasio,et al.  Do Workers Benefit from Industrial Agglomeration , 2005 .

[96]  Paola Caselli,et al.  La politica fiscale nei paesi dell'Unione europea negli anni novanta , 1998 .

[97]  Joshua D. Angrist,et al.  Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records , 1990 .

[98]  Andrea Ichino,et al.  Work Environment and Individual Background: Explaining Regional Shirking Differentials in a Large Italian Firm , 1999 .

[99]  Nicola Cetorelli,et al.  The Effects of Regulatory Reform on Competition in the Banking Industry , 2003 .

[100]  M. Pagnini Misura e determinanti dell’agglomerazione spaziale nei comparti industriali in Italia , 2003 .

[101]  Leonardo Gambacorta,et al.  Does bank capital affect lending behavior , 2004 .

[102]  F. Schivardi,et al.  Identifying the Sources of Local Productivity Growth , 2004 .

[103]  Chang-Tai Hsieh,et al.  The effects of generalized school choice on achievement and stratification: Evidence from Chile's voucher program , 2006 .