Peer Effects in Education: A Survey of the Theory and Evidence

Abstract We survey the theoretical and empirical literature on peer effects in education. Theoretical models of peer effects are first summarized. Models of educational provision regimes in which peer effects play a central role are then discussed. Next we discuss the identification issues in estimating peer effects and strategies used to resolve them. Last we survey the empirical evidence on and channels of peer effects in education. JEL Codes: I210, C590, D620

[1]  Lawrence J. White,et al.  The Analytics of the Pricing of Higher Education and Other Services in Which the Customers Are Inputs , 1995, Journal of Political Economy.

[2]  Dennis Epple,et al.  Estimating Equilibrium Models of Local Jurisdictions , 1998, Journal of Political Economy.

[3]  M. Ferreyra An Empirical Framework for Large-Scale Policy Analysis, with an Application to School Finance Reform in Michigan , 2008 .

[4]  Peter Arcidiacono,et al.  Estimating spillovers using panel data, with an application to the classroom , 2012 .

[5]  Esther Duflo,et al.  NBER WORKING PAPER SERIES PEER EFFECTS AND THE IMPACT OF TRACKING: EVIDENCE FROM A RANDOMIZED EVALUATION IN KENYA , 2008 .

[6]  Anita A. Summers,et al.  Do Schools Make a Difference , 1977 .

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

[8]  Joseph A. Martineau Distorting Value Added: The Use of Longitudinal, Vertically Scaled Student Achievement Data for Growth-Based, Value-Added Accountability , 2006 .

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

[10]  Christopher Timmins,et al.  Estimating Equilibrium Models of Sorting Across Locations , 2003 .

[11]  D. Epple,et al.  School Finance Reform: Assessing General Equilibrium Effects , 2007 .

[12]  Thomas J. Nechyba,et al.  Peer Effects in North Carolina Public Schools , 2004 .

[13]  Greg J. Duncan,et al.  Empathy or Antipathy ? The Impact of Diversity , 2007 .

[14]  M. Kremer,et al.  The O-Ring Theory of Economic Development , 1993 .

[15]  Sinan Sarpça Multi-dimensional skills, specialization, and oligopolistic competition in higher education , 2010 .

[16]  On the Demographic Composition of Colleges and Universities in Market Equilibrium , 2002 .

[17]  John Rust Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher , 1987 .

[18]  Elizabeth M. Caucutt Educational Vouchers When There are Peer Group Effects - Size Matters , 2002 .

[19]  B. Willerman,et al.  The Educational Influence of Dormitory Roommates , 1963 .

[20]  D. Epple,et al.  Educational Vouchers and Cream Skimming , 2002 .

[21]  Thomas J. Nechyba,et al.  Mobility, Targeting, and Private-School Vouchers , 2000 .

[22]  Todd R. Stinebrickner,et al.  What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds , 2006 .

[23]  Jesse Rothstein,et al.  Teacher Quality in Educational Production: Tracking, Decay, and Student Achievement , 2008 .

[24]  T. Nechyba School Finance Induced Migration and Stratification Patterns: The Impact of Private School Vouchers , 1999 .

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

[26]  S. Carrell,et al.  Externalities in the Classroom: How Children Exposed to Domestic Violence Affect Everyone&Apos;S Kids , 2008 .

[27]  Steven F. Lehrer,et al.  Do Peers Affect Student Achievement in China's Secondary Schools? , 2004, The Review of Economics and Statistics.

[28]  David N. Figlio,et al.  Competition between Private and Public Schools: Testing Stratification and Pricing Predictions , 2000 .

[29]  Inside the Black of Box of Ability Peer Effects: Evidence from Variation in the Proportion of Low Achievers in the Classroom , 2008 .

[30]  J. Angrist,et al.  The Effect of Age at School Entry on Educational Attainment: An Application of Instrumental Variables with Moments from Two Samples , 1990 .

[31]  T. Besley,et al.  Peer Group Externalities And The Learning Incentives: A Theory Of Nerd Behavior , 1990 .

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

[33]  Hal R. Varian,et al.  System Reliability and Free Riding , 2004, Economics of Information Security.

[34]  David S. Lyle The Effects of Peer Group Heterogeneity on the Production of Human Capital at West Point , 2009 .

[35]  Jesse Rothstein,et al.  Good Principals or Good Peers? Parental Valuation of School Characteristics, Tiebout Equilibrium, and the Effects of Inter-District Competition , 2004 .

[36]  R. Bénabou Workings of a City: Location, Education, and Production , 1991 .

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

[38]  S. Durlauf A theory of persistent income inequality , 1992 .

[39]  Stephen Calabrese,et al.  Local Public Good Provision: Voting, Peer Effects, and Mobility , 2005 .

[40]  J. Eccles,et al.  Peer Effects in Drug Use and Sex Among College Students , 2005, Journal of abnormal child psychology.

[41]  David S. Lyle Estimating and Interpreting Peer and Role Model Effects from Randomly Assigned Social Groups at West Point , 2007, The Review of Economics and Statistics.

[42]  M. Arellano Panel Data Econometrics , 2002 .

[43]  D. Epple,et al.  Neighborhood Schools, Choice, and the Distribution of Educational Benefits , 2000 .

[44]  Charles A.M. de Bartolome,et al.  Equilibrium and Inefficiency in a Community Model With Peer Group Effects , 1990, Journal of Political Economy.

[45]  Andreas Ammermueller,et al.  Peer Effects in European Primary Schools: Evidence from Pirls , 2006, SSRN Electronic Journal.

[46]  Steven N. Durlauf,et al.  Identification of binary choice models with social interactions , 2007 .

[47]  David N. Figlio Boys Named Sue: Disruptive Children and Their Peers , 2005, Education Finance and Policy.

[48]  Debopam Bhattacharya,et al.  Inferring Optimal Peer Assignment From Experimental Data , 2009 .

[49]  D. Epple,et al.  Diversity and Affirmative Action in Higher Education , 2008 .

[50]  Bruce I. Sacerdote,et al.  Katrina's Children: Evidence on the Structure of Peer Effects from Hurricane Evacuees. NBER Working Paper No. 15291. , 2009 .

[51]  Diane Whitmore,et al.  Resource and peer impacts on girls' academic achievement : Evidence from a randomized experiment , 2005 .

[52]  Joshua D. Angrist,et al.  Mostly Harmless Econometrics: An Empiricist's Companion , 2008 .

[53]  Alexander M. Mood,et al.  Equality of Educational Opportunity. , 1967 .

[54]  T. Nechyba Centralization, Fiscal Federalism, and Private School Attendance , 2001 .

[55]  Dennis Epple,et al.  Peer Effects, Financial Aid, and Selection of Students into Colleges and Universities: An Empirical Analysis , 2003 .

[56]  Simon Board Monopolistic group design with peer effects , 2009 .

[57]  Holger Sieg,et al.  Estimating the General Equilibrium Benefits of Large Changes in Spatially Delineated Public Goods , 2004 .

[58]  Caroline M. Hoxby,et al.  The Economics of School Choice , 2003 .

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

[60]  Gigi Foster It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism , 2006 .

[61]  R. Bénabou Equity and Efficiency in Human Capital Investment: The Local Connection , 1996 .

[62]  Richard Arnott,et al.  Peer group effects and educational attainment , 1987 .

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

[64]  The Impact of Peer Effects on Student Outcomes in New York City Public Schools , 2008, Education Finance and Policy.

[65]  Changhui Kang Classroom peer effects and academic achievement: Quasi-randomization evidence from South Korea , 2007 .

[66]  Roland Bénabou,et al.  Heterogeneity, Stratification, and Growth: Macroeconomic Implications of Community Structure and School Finance , 1996 .

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

[68]  J. E. West,et al.  Does Your Cohort Matter? Measuring Peer Effects in College Achievement , 2009 .

[69]  R. McMillan,et al.  Separate When Equal? Racial Inequality and Residential Segregation , 2005 .

[70]  A Unified Framework for Measuring Preferences for Schools and Neighborhoods , 2003 .

[71]  Peer group effects and educational production functions , 1978 .

[72]  Paul E. Peterson,et al.  Schools and the Equal Opportunity Problem , 2007 .

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

[74]  Jesse Rothstein,et al.  Student Sorting and Bias in Value-Added Estimation: Selection on Observables and Unobservables , 2009, Education Finance and Policy.

[75]  Steven D. Levitt,et al.  The Impact of School Choice on Student Outcomes: An Analysis of the Chicago Public Schools , 2000 .

[76]  Guido W. Imbens,et al.  Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis , 2009 .

[77]  Erratum to "Competition, incentives, and public school productivity" , 2005 .

[78]  Bryan S. Graham,et al.  Identifying Social Interactions Through Conditional Variance Restrictions , 2008 .

[79]  Mary A. Burke,et al.  Classroom Peer Effects and Student Achievement , 2008, Journal of Labor Economics.

[80]  M. Kremer,et al.  Peer Effects and Alcohol Use Among College Students , 2003 .

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

[82]  William A. Brock,et al.  Discrete Choice with Social Interactions , 2001 .

[83]  Maria Marta Ferreyra,et al.  Estimating the Effects of Private School Vouchers in Multidistrict Economies , 2007 .