Network effects across the earnings distribution: payoffs to visible and invisible job finding assistance.

This study makes three critical contributions to the "Do Contacts Matter?" debate. First, the widely reported null relationship between informal job searching and wages is shown to be mostly the artifact of a coding error and sample selection restrictions. Second, previous analyses examined only active informal job searching without fully considering the benefits derived from unsolicited network assistance (the "invisible hand of social capital") - thereby underestimating the network effect. Third, wage returns to networks are examined across the earnings distribution. Longitudinal data from the NLSY reveal significant wage returns for network-based job finding over formal job searching, especially for individuals who were informally recruited into their jobs (non-searchers). Fixed effects quantile regression analyses show that contacts generate wage premiums among middle and high wage jobs, but not low wage jobs. These findings challenge conventional wisdom on contact effects and advance understanding of how social networks affect wage attainment and inequality.

[1]  P. Bourdieu Forms of Capital , 2002 .

[2]  Steven A. Lippman,et al.  The Economics of Job Search: A Survey: Part I , 1976 .

[3]  Katherine S. Newman,et al.  No Shame in My Game: The Working Poor in the Inner City , 1999 .

[4]  Vincent Chua Social networks and labour market outcomes in a meritocracy , 2011, Soc. Networks.

[5]  Robert Pryor,et al.  The role of chance events in career decision making , 2005 .

[6]  N. Weinberg,et al.  Sifting and sorting : Personal contacts and hiring in a retail bank , 1997 .

[7]  Sharon M. Collins The Marginalization of Black Executives , 1989 .

[8]  Richard A. Benton,et al.  Dual Embeddedness: Informal Job Matching and Labor Market Institutions in the United States and Germany , 2012 .

[9]  Nan Lin,et al.  Inequality in Social Capital , 2000 .

[10]  Steve McDonald,et al.  What's in the "old boys" network? Accessing social capital in gendered and racialized networks , 2011, Soc. Networks.

[11]  John Mitchell It's Who You Know , 2012 .

[12]  Richard Breen,et al.  Regression Models: Censored, Sample Selected, or Truncated Data , 1996 .

[13]  Steve McDonald,et al.  Right place, right time: serendipity and informal job matching , 2010 .

[14]  Dan Ao,et al.  The Invisible Hand of Social Capital: An Exploratory Study1 , 2008 .

[15]  Robert Jackall,et al.  Moral mazes: The world of corporate managers , 1988 .

[16]  N. D. D. Graaf,et al.  “With a Little Help from My Friends”: Social Resources as an Explanation of Occupational Status and Income in West Germany, The Netherlands, and the United States , 1988 .

[17]  V. Yakubovich Weak Ties, Information, and Influence: How Workers Find Jobs in a Local Russian Labor Market , 2005 .

[18]  G. Green,et al.  Racial and ethnic differences in job-search strategies in Atlanta, Boston, and Los Angeles , 1999 .

[19]  S. McDonald,et al.  When Does Social Capital Matter? Non-Searching For Jobs Across the Life Course , 2006 .

[20]  Jacob C. Day,et al.  Race, Gender, and the Invisible Hand of Social Capital , 2010 .

[21]  Paul M. de Graaf,et al.  The impact of social and human capital on the income attainment of Dutch managers , 1991 .

[22]  David A. Reingold Social Networks and the Employment Problem of the Urban Poor , 1999 .

[23]  S. Konstantopoulos,et al.  The gender gap reloaded: are school characteristics linked to labor market performance? , 2008, Social science research.

[24]  Ted Mouw,et al.  Racial differences in the effects of job contacts: Conflicting evidence from cross-sectional and longitudinal data , 2002 .

[25]  Kim A. Weeden,et al.  Inequality and Market Failure , 2014 .

[26]  Matt L. Huffman,et al.  It's Not Only “Who You Know” that Matters , 2002 .

[27]  Michelle J. Budig,et al.  Differences in Disadvantage , 2010 .

[28]  M. Pellizzari Do Friends and Relatives Really Help in Getting a Good Job? , 2010 .

[29]  S. Smith,et al.  Lone Pursuit: Distrust and Defensive Individualism Among the Black Poor , 2007 .

[30]  Emilio J. Castilla Vaccines: Preventing Disease & Protecting Health Edited by Ciro A. de Quadros Annapolis Junction, MD: Pan American Health Organization (PAHO) Publications, 2004. 412 pp., illustrated. $62.00 (paper) , 2005 .

[31]  A. B. Sørensen Toward a Sounder Basis for Class Analysis1 , 2000, American Journal of Sociology.

[32]  J. Kmec,et al.  Does it pay to have a network contact? Social network ties, workplace racial context, and pay outcomes. , 2009, Social science research.

[33]  N. Lin,et al.  Social Resources and Strength of Ties: Structural Factors in Occupational Status Attainment , 1981, Social Capital, Social Support and Stratification.

[34]  Elena Obukhova,et al.  Motivation vs. Relevance: Using Strong Ties to Find a Job in Urban China , 2011, Social science research.

[35]  James D. Montgomery,et al.  Job Search and Network Composition: Implications of the Strength-Of-Weak-Ties Hypothesis , 1992 .

[36]  Steve McDonald,et al.  Patterns of Informal Job Matching across the Life Course: Entry‐Level, Reentry‐Level, and Elite Non‐Searching* , 2005 .

[37]  Vincent Chua The Contingent Value of Unmobilized Social Capital in Getting a Good Job , 2014 .

[38]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[39]  Marc-David L. Seidel,et al.  Offering a Job: Meritocracy and Social Networks1 , 2000, American Journal of Sociology.

[40]  N. Lin Social Capital: A Theory of Social Structure and Action , 2001 .

[41]  E. Lazear,et al.  Raids and Offermatching , 1984 .

[42]  Ted Mouw,et al.  Estimating the Causal Effect of Social Capital: A Review of Recent Research , 2006 .

[43]  Joonmo Son Social Capital and Institutional Constraints: A Comparative Analysis of China, Taiwan and the US , 2012 .

[44]  Albert Bandura,et al.  The Psychology of Chance Encounters and Life Paths , 1982 .

[45]  Nicholas M. Kiefer,et al.  Empirical Labor Economics: The Search Approach , 1991 .

[46]  N. DiTomaso The American Non-Dilemma: Racial Inequality Without Racism , 2013 .

[47]  S. Smith,et al.  Mobilizing Social Resources: Race, Ethnic, and Gender Differences in Social Capital and Persisting Wage Inequalities , 2000 .

[48]  James M. McPartland,et al.  How Minorities Continue to Be Excluded from Equal Employment Opportunities: Research on Labor Market and Institutional Barriers , 1987 .

[49]  G. Mcguire,et al.  Gender, Race, and the Shadow Structure , 2002 .

[50]  Trond Petersen Analyzing Panel Data: Fixed- and Random-Effects Models , 2004 .

[51]  Peter V. Marsden,et al.  Social Resources and Mobility Outcomes: A Replication and Extension , 1988 .

[52]  Dan Ao,et al.  Contact status and finding a job: validation and extension , 2014 .

[53]  How Can One Get Ahead in the Contemporary Labour Market of China? — Examining the Changing Stratification Mechanisms through Job-Attainment Patterns , 2013 .

[54]  G. Mcguire,et al.  Gender, Race, Ethnicity, and Networks , 2000 .

[55]  Valery Yakubovich,et al.  Passive Recruitment in the Russian Urban Labor Market , 2006 .

[56]  R. Fernandez,et al.  Networks, Race, and Hiring , 2006 .

[57]  R. Waldinger The ‘other side’ of embedded ness: A case‐study of the interplay of economy and ethnicity , 1995 .

[58]  Christopher Winship,et al.  Counterfactuals and Causal Inference: Methods and Principles for Social Research , 2007 .

[59]  H. Holzer What employers want , 1996 .

[60]  Ted Mouw Social Capital and Finding a Job: Do Contacts Matter? , 2003, American Sociological Review.

[61]  N. Lin SOCIAL NETWORKS AND STATUS ATTAINMENT , 1999 .

[62]  J. Coleman,et al.  Social Capital in the Creation of Human Capital , 1988, American Journal of Sociology.

[63]  W. Bridges,et al.  Informal Hiring and Income in the Labor Market , 1986 .

[64]  George J. Stigler,et al.  Information in the Labor Market , 1962, Journal of Political Economy.

[65]  Betsey Stevenson,et al.  The Internet and Job Search , 2008 .

[66]  W. Powell,et al.  Networks and Economic life , 2003 .

[67]  Geraldine Pratt,et al.  Job Search and the Occupational Segregation of Women , 1991 .

[68]  Allen C. Bluedorn,et al.  Men and Women of the Corporation , 1978 .

[69]  Wei Zhao Social Networks, Job Search, and Job Earnings in a Transitional Economy: An Institutional Embeddedness Argument , 2013 .

[70]  Jo-Ida C. Hansen,et al.  The Categorization of Serendipitous Career Development Events , 1996 .

[71]  Moshe Buchinsky Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research , 1998 .

[72]  S. Lippman,et al.  THE ECONOMICS OF JOB SEARCH: A SURVEY* , 1976 .

[73]  Roberto M. Fernandez,et al.  Social Capital at Work: Networks and Employment at a Phone Center , 2000, American Journal of Sociology.

[74]  Theodore P. Gerber,et al.  Getting Personal: Networks and Stratification in the Russian Labor Market, 1985–20011 , 2010, American Journal of Sociology.

[75]  Steve McDonald,et al.  What You Know or Who You Know? Occupation-specific work experience and job matching through social networks , 2011 .

[76]  Yannis M. Ioannides,et al.  Job Information Networks, Neighborhood Effects, and Inequality , 2004 .

[77]  R. Waldinger Black/Immigrant Competition Re-Assessed: New Evidence from Los Angeles , 1997, Sociological perspectives : SP : official publication of the Pacific Sociological Association.

[78]  F. Parkin Strategies of Social Closure in Class Formation , 2013 .

[79]  James R. Elliot Class, race, and job matching in contemporary urban labor markets , 2000 .

[80]  Philip W. Moss,et al.  “Soft” Skills and Race: , 1996 .

[81]  J. Rosenbaum,et al.  Hiring in a Hobbesian World , 1997 .

[82]  Jess Benhabib,et al.  Job Search: The Choice of Intensity , 1983, Journal of Political Economy.

[83]  P. Cappelli,et al.  Making the most of on-line recruiting. , 2001, Harvard business review.

[84]  Dan Ao,et al.  Networks of Opportunity: Gender, Race, and Job Leads , 2009 .

[85]  Vincent Chua Categorical sources of varieties of network inequalities. , 2013, Social science research.

[86]  L. Falcón,et al.  Social Networks and Employment for Latinos, Blacks, and Whites , 1995 .

[87]  Mario Luis Small,et al.  Unanticipated Gains: Origins of Network Inequality in Everyday Life , 2009 .

[88]  W. Finlay,et al.  Headhunters: Matchmaking in the Labor Market , 2002 .

[89]  P. V. Marsden,et al.  Social Networks, Job Changes, and Recruitment , 2001 .

[90]  Mark Granovetter,et al.  A Theoretical Agenda for Economic Sociology , 2000 .

[91]  Mark S. Granovetter Getting a Job: A Study of Contacts and Careers , 1974 .