Race, Self-Selection, and the Job Search Process
Open accessAbstract
While existing research has documented persistent barriers facing African-American job seekers, far less research has questioned how job seekers respond to this reality. Do minorities self-select into particular segments of the labor market to avoid discrimination? Such questions have remained unanswered due to the lack of data available on the positions to which job seekers apply. Drawing on two original data sets with application-specific information, we find little evidence that blacks target or avoid particular job types. Rather, blacks cast a wider net in their search than similarly situated whites, including a greater range of occupational categories and characteristics in their pool of job applications. Additionally, we show that perceptions of discrimination are associated with increased search breadth, suggesting that broad search among African-Americans represents an adaptation to labor market discrimination. Together these findings provide novel evidence on the role of race and self-selection in the job search process.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Employer discrimination is also cited as a cause of racial differences in labor market occupational distributions.
“Racial differences in labor market occupational distributions are also attributed to employer discrimination (Pager and Pedulla 2015).”
From Beyond the Great Recession: Labor Market Polarization and Ongoing Fertility Decline in the United States (2019) · cites this paper as Pager and Pedulla 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
Caliendo, M., & Kopeinig, S. (2008) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00527.x · Cited by 6,238 · see citing works
A general approach to causal mediation analysis.
Imai, K., Keele, L., & Tingley, D. (2010) · Psychological Methods · doi:10.1037/a0020761 · Cited by 4,143 · see citing works
Pager, D. (2003) · American Journal of Sociology · doi:10.1086/374403 · Cited by 2,840 · see citing works
Self-citationNonresponse rates and nonresponse bias in household surveys
Groves, R. M. (2006) · Public Opinion Quarterly · doi:10.1093/poq/nfl033 · Cited by 2,420 · see citing works
Discrimination in a Low-Wage Labor Market: A Field Experiment
Pager, D., Bonikowski, B., & Western, B. (2009) · American Sociological Review · doi:10.1177/000312240907400505 · Cited by 1,022 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 60
- Allgood Sam Bosshardt William vanderKlaauw Wilbert Watts Michael 2004 What Students Remember and Say about College Economics Years Later The American Economic Review 94 2 259 265
- Arulampalam Wiji Gregg Paul Gregory Mary 2001 Unemployment Scarring The Economic Journal 111 November F577 F584
- Bertrand Marianne Mullainathan Sendhil 2004 Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination The American Economic Review 94 991 1013
- Blackwell Matthew Iacus Stefano King Gary Porro Giuseppe 2009 cem: Coarsened Exact Matching in Stata The Stata Journal 9 4 524 546
- Bode Chrisoph Wagner Stephan M Petersen Kenneth J Ellram Lisa M 2011 Understanding Responses to Supply Chain Disruptions: Insights from Information Processing and Resource Dependence Perspectives Academy of Management Journal 54 4 833 856
- Borjas George J Bronars Stephen G 1989 Consumer Discrimination and Self-Employment Journal of Political Economy 97
- Bowles Samuel 1998 Endogenous Preferences: The Cultural Consequences of Markets and Other Economic Institutions Journal of Economic Literature 36 1 75 111
- Boyd Christina L Epstein Lee Martin Andrew D 2010 Untangling the Causal Effects of Sex on Judging American Journal of Political Science 54 2 389 411
- Carrington William J Troske Kenneth R 1998 Interfirm Segregation and the Black/White Wage Gap Journal of Labor Economics 16 2 231 260
- Chung Y Barry 2002 Career Decision-Making Self-Efficacy and Career Commitment: Gender and Ethnic Differences among College Students Journal of Career Development 28 4 277 284
- Correll Shelley J 2001 Gender and the Career Choice Process: The Role of Biased Self-Assessments American Journal of Sociology 106 1691 1730
- Correll Shelley J Benard Stephen Paik In 2007 Getting a Job: Is There a Motherhood Penalty? American Journal of Sociology 112 5 1297 1339
- Cowell Frank A 2011 Measuring Inequality 3 New York Oxford University Press
- England Paula Farkas George Kilbourne Barbara Dou Thomas 1988 Explaining Occupational Sex Segregation and Wages: Findings from a Model with Fixed Effects American Sociological Review 53 4 544 558
- England Paula 1989 An Overview of Segregation and the Sex Gap in Pay Proceedings of the Social Statistics Section of the American Statistical Association 11 20
- Fernandez Roberto M Fernandez-Mateo Isabel 2006 Networks, Race, and Hiring American Sociological Review 71 42 71
- Fernandez Roberto M Weinberg Nancy 1997 Sifting and Sorting: Personal Contacts and Hiring in a Retail Bank American Sociological Review 62 December 883 902
- Firebaugh Glenn Gibbs Jack P 1985 User’s Guide to Ratio Variables American Sociological Review 50 5 713 722
- Francis Becky 2002 Is the Future Really Female? The Impact and Implications of Gender for 14–16 Year Olds’ Career Choices Journal of Education and Work 15 1 75 88
- Freeman Richard 1976 The Black Elite New York McGraw Hill
- Gangl Markus 2006 Scar Effects of Unemployment: An Assessment of Institutional Complementarities American Sociological Review 71 6 986 1013
- Gangl Markus 2010 Causal Inference in Sociological Research Annual Review of Sociology 36 21 47
- Goldsmith Arthur Sedo Stanley Darity William Jr Hamilton Darrick 2004 The Labor Supply Consequences of Perceptions of Employer Discrimination During Search and On-the-Job: Integrating Neoclassical Theory and Cognitive Dissonance Journal of Economic Psychology 25 15 39
- Goren Paul Federico Christopher M Kittilson Miki Caul 2009 Source Cues, Partisan Identities, and Political Value Expression American Journal of Political Science 53 4 805 820
- Granovetter Mark 1974 Getting a Job: A Study of Contacts and Careers Cambridge, Mass Harvard University Press
- Green Gary P Tigges Leann M Diaz Daniel 1999 Racial and Ethnic Differences in Job-Search Strategies in Atlanta, Boston, and Los Angeles Social Science Quarterly 80 263 78
- Harding David 2003 Counterfactual Models of Neighborhood Effects: The Effect of Neighborhood Poverty on Dropping Out and Teenage Pregnancy American Journal of Sociology 109 676 719
- Heckman James 1998 Detecting Discrimination The Journal of Economic Perspectives 12 101 116
- Heckman James J Sedlacek Guilherme 1985 Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-Selection in the Labor Market Journal of Political Economy 93 1077 1125
- Holzer Harry J Offner Paul 2005 Trends in Employment Outcomes of Young Black Men, 1979–2000 Mincey R A Boat that Didn’t Rise Washington, DC Urban Institute Press
- Holzer Harry J Reaser Jess 2000 Black Applicants, Black Employees, and Urban Labor Market Policy Journal of Urban Economics 48 365 387
- Hout Michael 1984 Occupational Mobility of Black Men: 1962 to 1973 American Sociological Review 49 3 308 322
- Iacus Stefano M King Gary Porro Giuseppe 2011 Multivariate Matching Methods That Are Monotonic Imbalance Bounding Journal of the American Statistical Association 106 493 345 361
- Ihlanfeldt Keith R Sjoquist David L 1998 The Spatial Mismatch Hypothesis: A Review of Recent Studies and Their Implications for Welfare Reform Housing Policy Debate 9 4 849 892
- Kambourov Gueorgui Manovskii Iourii 2009a Occupational Specificity of Human Capital International Economic Review 50 1 63 115
- Kambourov Gueorgui Manovskii Iourii 2009b Occupational Mobility and Wage Inequality The Review of Economic Studies 76 731 759
- Kilbourne BS England P Farkas G Beron K Weir D 1994 Returns to Skills, Compensating Differentials, and Gender Bias: Effects of Occupational Characteristics on the Wages of White Men and Women American Journal of Sociology 100 689 719
- Lin Nan Ensel Walter M Vaughn John C 1981 Social Resources and Strength of Ties: Structural Factors in Occupational Status Attainment American Sociological Review 46 393 405
- Logan John Allen 1996 Opportunity and Choice in Socially Structured Labor Markets American Journal of Sociology 102 114 160
- Lundberg Shelly Richard Startz 2007 Information and Racial Exclusion Journal of Population Economics 20 3 621 642
- Marx Matt 2011 The Firm Strikes Back: Non-Compete Agreements and the Mobility of Technical Professionals American Sociological Review 76 5 695 712
- Massey Douglas S Tourangeau Roger 2013 Where Do We Go From Here? Nonresponse and Social Measurement The ANNALS of the American Academy of Political and Social Science 645 1 222 236 25484368 PMC4257477
- Maynard Douglas C Feldman Daniel C 2011 Underemployment: Psychological, Economic, and Social Challenges New York Springer
- McGuinness Séamus 2006 Overeducation in the Labour Market Journal of Economic Surveys 20 3 387 418
- McKee-Ryan Frances M Harvey Jaron 2011 ‘I Have a Job, But …’: A Review of Underemployment Journal of Management 47 4 962 996
- Moss Scott 2004 Women Choosing Diverse Workplaces: A Rational Preference with Disturbing Implications for both Occupational Segregation and Economic Analysis of Law Harvard Women’s Journal 27 1 88
- Mouw Ted 2002 Are Black Workers Missing the Connection? The Effect of Spatial Distance and Employee Referrals on Interfirm Racial Segregation Demography 39 3 507 528 12205755
- Mouw Ted 2003 Social Capital and Finding a Job: Do Contacts Matter? American Sociological Review 68 6 868 898
- Neumark David Bank Roy J Van Nort Kyle D 1996 Sex Discrimination in Restaurant Hiring: An Audit Study The Quarterly Journal of Economics 111 3 915 941
- Parcel Toby L Mueller Charles W 1983 Ascription and labor markets: Race and sex differences in earnings New York Academic Press
- Purdie-Vaughns Valerie Steele Claude M Davies Paul G Ditlmann Ruth Crosby Jennifer Randall 2008 Social Identity Contingencies: How Diversity Cues Signal Threat or Safety for African Americans in Mainstream Institutions Journal of Personality and Social Psychology 94 4 615 630 18361675
- Rosenfeld Michael J Thomas Reuben J 2012 Searching for a Mate: The Rise of the Internet as a Social Intermediary American Sociological Review 77 4 523 547
- Roy Andrew D 1951 Some Thoughts on the Distribution of Earnings Oxford Economic Papers 3 135 146
- Royster Deirdre A 2003 Race and the Invisible Hand: How White Networks Exclude Black Men from Blue-Collar Jobs Berkeley. CA University of California Press
- Rubin Donald B 2006 Matching Sampling for Causal Effects New York Cambridge University Press
- Ruhm Christopher J 1991 Are Workers Permanently Scarred by Job Displacements? The American Economic Review 81 1 319 324
- Shiao Jiannbin Lee Tuan Mia H 2008 Korean Adoptees and the Social Context of Ethnic Exploration American Journal of Sociology 113 4 1023 1066
- Waldinger Roger Lichter Michael I 2003 How the Other Half Works: Immigration and the Social Organization of Labor Berkeley and Los Angeles University of California Press
- Wolpin Kenneth I 1992 The Determinants of Black-White Differences in Early Employment Careers: Search, Layoffs, Quits, and Endogenous Wage Growth The Journal of Political Economy 100 535 560
- Zweigenhaft Richard William Domhoff G 2003 Blacks in the White Elite: Will the Progress Continue? Oxford Rowman & Littlefield Publishers
Cited by
Sorted by citations
Seltzer, N. (2019) · Demography · doi:10.1007/s13524-019-00790-6 · Cited by 196 · see citing works
“Racial differences in labor market occupational distributions are also attributed to employer discrimination (Pager and Pedulla 2015).”
- Authors
- Pager, D., & Pedulla, D. S.
- Affiliations
- Harvard University (US)
- The University of Texas at Austin (US)
- ORCID
- Pedulla, David S.
- Venue
- American Journal of Sociology
- Publisher
- University of Chicago Press
- Published
- 2015-01
- Volume
- 120
- Issue
- 4
- Pages
- 1005-1054
- ISSN
- 0002-9602 (ISSN-L)
- 1537-5390
- PMC
- PMC4651212
- OpenAlex
- W2008557200
- Cited by
- 144
- References
- 5
- Citations by year
- 2026: 14 · 2025: 14 · 2024: 24 · 2023: 19 · 2022: 19 · 2021: 9 · 2020: 11 · 2019: 17 · 2018: 6 · 2017: 4 · 2016: 6 · 2015: 1
- FWCI
- 18.80
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Sociology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24HD042849, K01HD053694)
- Topics
- Social Sciences › Sociology and Political Science › Names, Identity, and Discrimination Research
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Gender Studies › Labour Market and Migration
- Keywords
- job search, self-selection, racial discrimination, African Americans, job applications, search breadth, perceived discrimination, labor market discrimination, job seekers
- MeSH terms
- Black or African American, Humans, Job Application, New Jersey, White People, Racism
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review