Articles

Criminal Record Stigma in the Labor Market for College Graduates: A Mixed Methods Study

Michael Cerda-Jara, David J. Harding, The Underground Scholars Research Cohort

Sociological Science January 15, 2024
10.15195/v11.a2


One of the primary ways in which contact with the criminal legal system creates and maintains inequality is through the stigma of a criminal record. Although the negative effects of the stigma of a criminal record are well-documented, existing research is limited to the low-wage labor market. Through a job application audit design, this study examines the role of criminal record stigma in the labor market for recent college graduates across Black, Latino, and white men. We find that criminal record stigma has a large effect among white college-educated men but not among Black or Latino men and find no evidence that earning a college degree after the record mitigates criminal record stigma. In-depth interviews with college-educated men with a criminal record show that the criminal record stigma has effects beyond the initial application stage, as many reported provisional job offers being rescinded following a criminal background check, leading participants to limit the jobs to which they applied.
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Michael Cerda-Jara: Department of Sociology, Stanford University
E-mail: mcerda@stanford.edu

David J. Harding: Department of Sociology, University of California, Berkeley
E-mail: dharding@berkeley.edu

The Underground Scholars Research Cohort: University of California, Berkeley

Acknowledgements:We thank the Institute for Research on Labor and Employment at UC Berkeley for research funding. The Underground Scholars Research Cohort includes Mac Hoang, Juan Flores, Apollo Rosas Hernandez, Maura Barry, Luis Lopez-Ortiz, Sammie Gilmore, Tonatiuh Beltran, and Joshua Mason. We also thank Arturo Calvario-Diaz, Da Eun Jung, Fernanda Ochoa, Tanaell Villanueva Reyes, and Leslie Sandoval for excellent research assistance.

Supplemental Material

Reproducibility Package: Reproducibility package can be found at https://osf.io/q83ka/

  • Citation: Cerda-Jara, Michael, David J. Harding, and The Underground Scholars Research Cohort. 2024. “Criminal Record Stigma in the Labor Market for College Graduates: A Mixed Methods Study.” Sociological Science 11: 42-66.
  • Received: August 10, 2023
  • Accepted: September 18, 2023
  • Editors: Arnout van de Rijt, Maria Abascal
  • DOI: 10.15195/v11.a2


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Old World Trade Diasporas

Lisa Blaydes, Christopher Paik

Sociological Science January 8, 2024
10.15195/v11.a1


What explains worldwide, historical patterns of trade diaspora dispersal? In the premodern period, trade diasporas were among the most important communities facilitating cross-cultural exchange over long distances. We argue that two general principles explain the proliferation of premodern trade diasporas. First, diaspora merchants were drawn to wealthy societies with the goal of obtaining access to high-value luxury goods produced through the development of complex supply chains. Second, traders sought to establish diaspora communities in locations that exhibited bioclimatic complementarities to the merchant’s home region, thereby assisting the procurement of relatively uncommon natural resources. To empirically assess these arguments, we examine the historical record for information about the product composition of historical trade; collect data on the locations of trade diaspora communities across Eurasia between 600 and 1600 AD; and develop an agent-based model that specifies the agents’ (i.e., traders’) rule-based decisions to migrate in a wealth and resource-differentiated geographic space that represents Eurasia. Taken together, our findings describe the conditions that facilitated diaspora creation and historical cross-cultural exchange — a topic of rich exploration in the fields of global historical sociology and international political economy.
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Lisa Blaydes: Department of Political Science, Stanford University
E-mail: blaydes@stanford.edu

Christopher Paik: Division of Social Science, New York University Abu Dhabi
E-mail: cp92@nyu.edu

Acknowledgements: Many thanks to Advait Arun, Binaya Paudyal, and Keshar Shahi for outstanding research assistance. Michael Aklin, Killian Clarke, Gary Cox, Vikram Deshmukh, Rowan Dorin, Jack Goldstone, Mark Granovetter, David Laitin, Steven Liao, Timur Kuran, Andrew Wojtanik, and audiences at Columbia University, Copenhagen Business School, Duke University, Harvard University, Korea University, Princeton University, Sogang University, Sungkyunkwan University, Stanford University, The Graduate Institute (IHEID), UC Berkeley, University of Bologna, University of Pittsburgh, and the University of Rochester provided helpful comments.

  • Citation: Blaydes, Lisa, and Christopher Paik. 2024. “Old World Trade Diasporas.” Sociological Science 11: 1-41.
  • Received: January 8, 2023
  • Accepted: May 2, 2023
  • Editors: Ari Adut, Peter Bearman
  • DOI: 10.15195/v11.a1


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Evolutionary Influences on Assistance to Kin: Evidence from the Panel Study of Income Dynamics

Andrew J. Cherlin

Sociological Science December 16, 2023
10.15195/v10.a34


Amid the changes that have diversified family life, studies have shown the continuing importance of attachment to kin through established patterns such as ties among full siblings and newer patterns such as efforts by donor-conceived individuals to find their donor siblings. Sociologists have good explanations for the diversity of family forms but not for the persistence of kinship ties. This article argues that evolutionary processes focused on genetic relatedness can provide a partial explanation for both the persistence and expansion of kinship ties. It proposes that the easing of social constraints on family-related behaviors and the resulting expansion of choices may have increased the importance of genetic relatedness in producing the current patterns. To illustrate this perspective, this article examines the consistency between patterns of financial assistance to kin and Hamilton’s rule, derived from the evolutionary theory of inclusive fitness, using the 1985 to 2019 waves of the Panel Study of Income Dynamics (PSID).
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Andrew J. Cherlin: Department of Sociology, Johns Hopkins University
E-mail: cherlin@jhu.edu

Acknowledgements: I thank Dalton Conley, Frank Furstenberg, Rosemary Hopcroft, and Robert Schoen for comments on previous drafts. Data and analysis files are available at the Interuniversity Consortium for Political and Social Research, project number is openicpsr-193132.

  • Citation: Cherlin, Andrew J. 2023. “Evolutionary Influences on Assistance to Kin: Evidence from the Panel Study of Income Dynamics.” Sociological Science 10: 964-988.
  • Received: June 21, 2023
  • Accepted: August 10, 2023
  • Editors: Arnout van de Rijt, Werner Raub
  • DOI: 10.15195/v10.a34


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'13 Reasons Why' Probably Increased Emergency Room Visits for Self-Harm among Teenage Girls

Chris Felton

Sociological Science December 11, 2023
10.15195/v10.a33


I present evidence that the release of Netflix’s 13 Reasons Why—a fictional series about the aftermath of a teenage girl’s suicide—caused a temporary spike in emergency room (ER) visits for self-harm among teenage girls in the United States. I conduct an interrupted time series analysis using monthly counts of ER visits obtained from a large, nationally representative survey. I estimate that the show caused an increase of 1,297 self-harm visits (95 percent CI: 634 to 1,965) the month it was released, a 14 percent (6.5 percent, 23 percent) spike relative to the predicted counterfactual. The effect persisted for two months, and ER visits for intentional cutting—the method of suicide portrayed in the series—were unusually high following the show’s release. The findings indicate that fictional portrayals of suicide can influence real-life self-harm behavior, providing support for contagion-based explanations of suicide. Methodologically, the study showcases how to make credible causal claims when effect estimates are likely biased.
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Chris Felton: Postdoctoral Fellow, Graduate School of Education, Harvard University. This study was completed while the author was a PhD student in the Department of Sociology and Office of Population Research at Princeton University.
E-mail: christopher_felton@gse.harvard.edu

Acknowledgements: For helpful discussions and feedback relevant to this project, I thank (in reverse-alphabetical order) Brandon Stewart, Varun Satish, Momoko Nishikido, Ian Lundberg, Marielle Côté-Gendreau, Dalton Conley, members of the Stewart Lab, the editor, and the anonymous referees. Replication data and code can be found at https://github.com/cmfelton/13rw. All errors are my own.

  • Citation: Felton, Chris. 2023. “’13 Reasons Why’ Probably Increased Emergency Room Visits for Self-Harm among Teenage Girls.” Sociological Science 10: 930-963.
  • Received: March 15, 2023
  • Accepted: March 31, 2023
  • Editors: Arnout van de Rijt, Peter Bearman
  • DOI: 10.15195/v10.a33


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Subjective Political Polarization

Hyunku Kwon, John Levi Martin

Sociological Science November 27, 2023
10.15195/v10.a32


Although the political polarization literature has provided important insights in understanding the structure of political attitudes in the United States at the aggregate level, and how this has changed in recent years, few attempts have been made to examine how each individual subjectively perceives political space and how she locates herself vis-à-vis her political in/out groups at the individual level. To examine such subjective polarization, this paper proposes an approach that examines the trifold relationship between a political actor and the two major political parties. Such relational properties are studied by looking at how each individual locates herself in relation to political in/out groups. Using the American National Election Studies Dataset, this paper sheds new light on the patterns and trends of mass polarization in the United States and demonstrates that subjective polarization has a distinct contribution to partisan animus, or “affective polarization.”
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Hyunku Kwon: Department of Sociology, University of Chicago
E-mail: hyunkukwon@uchicago.edu

John Levi Martin: Department of Sociology, University of Chicago
E-mail: jlmartin@uchicago.edu

Acknowledgements: We thank Eric J. Oliver, Elisabeth Clemens, Oscar Stuhler, Austin Kozlowski, Benjamin Rohr, and Jake Burchard for their comments and suggestions on the earlier draft. We also appreciate the input from the participants of Culture and Action Network. Previous versions of this paper were presented at the meetings of 2020 American Politics Workshop and Politics, History, and Society Workshop at the University of Chicago, and at the 2021 meeting of American Sociological Association.

  • Citation: Kwon, Hyunku, and John Levi Martin. 2023. “Subjective Political Polarization.” Sociological Science 10: 903–929.
  • Received: August 3, 2023
  • Accepted: August 23, 2023
  • Editors: Ari Adut, Peter Bearman
  • DOI: 10.15195/v10.a32


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Does Schooling Affect Socioeconomic Inequalities in Educational Attainment? Evidence from a Natural Experiment in Germany

Michael Grätz

Sociological Science November 20, 2023
10.15195/v10.a31


Critical theories of education and the dynamics of skill formation model predict that the education system reproduces socioeconomic inequalities in educational attainment. Previous empirical studies comparing changes in socioeconomic inequalities in academic performance over the summer to changes in these inequalities during the school year have argued, however, that schooling reduces inequalities in educational performance. The present study highlights the question of whether schooling affects socioeconomic inequalities in educational attainment by analyzing a natural experiment that induces exogenous variation in the length of schooling and allowed me to investigate the causal, long-term effects of the length of schooling on inequalities in educational attainment. Some German states moved the school start from spring to summer in 1966/1967 and introduced two short school years, each of which was three months shorter than a regular school year. I use variation in the short school years across cohorts and states to estimate the causal effects of the length of schooling on socioeconomic inequalities in educational attainment based on two German panel surveys. Less schooling due to the short school years did not affect inequalities in educational attainment. This finding runs counter to the results from the summer learning literature and to the predictions of the dynamics of skill formation model and critical theories of education. I conclude by discussing the implications of this finding for our understanding of socioeconomic inequalities in educational attainment.
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Michael Grätz: Swiss Centre for Expertise in Life Course Research LIVES, University of Lausanne, Swedish Institute for Social Research SOFI, Stockholm University
E-mail: michael.gratz@unil.ch

Acknowledgements: This work was supported by the Swiss National Science Foundation (SNSF) under grant agreements PZ00P1_180128 and TMSGI1_211627 and by the Forskningsrådet om Hälsa, Arbetsliv och Välfärd (Forte) under grant agreement 2016-0709. Earlier versions of this study were presented at the University of Berne, the University of Antwerp, the Annual Conference of the European Consortium for Sociological Research, and the conference of the Akademie für Soziologie in 2021 as well as the Research Committee 28 of the International Sociological Association conference in London in 2022. I thank these participants as well as my colleagues at the University of Lausanne and Stockholm University for their comments and suggestions. I am particularly grateful for detailed suggestions from Andreas Diemer, Jörg Dollmann, Chaïm LaRoi, and Richard Nennstiel. This paper uses data from the National Educational Panel Study (NEPS): Starting Cohort Adults doi:10.5157/NEPS:SC6:11.1.0). From 2008 to 2013, NEPS data were collected as part of the Framework Program for the Promotion of Empirical Educational Research funded by the German Federal Ministry of Education and Research (BMBF). As of 2014, NEPS has been carried out by the Leibniz Institute for Educational Trajectories (LIfBi) at the University of Bamberg in cooperation with a nationwide network. The SOEP data were collected by the German Institute for Economic Research (DIW).

  • Citation: Grätz, Michael. 2023. “Does Schooling Affect Socioeconomic Inequalities in Educational Attainment? Evidence from a Natural Experiment in Germany.” Sociological Science 10: 880–902.
  • Received: May 20, 2023
  • Accepted: September 10, 2023
  • Editors: Arnout van de Rijt, Jeremy Freese
  • DOI: 10.15195/v10.a31


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Life-Course Differences in Occupational Mobility Between Vocationally and Generally Trained Workers in Germany

Viktor Decker, Thijs Bol, Hanno Kruse

Sociological Science November 14, 2023
10.15195/v10.a30


Vocational education is considered beneficial to young workers entering the labor market but disadvantageous late in their careers. Many studies assume that late-career disadvantages stem from lower levels of occupational mobility, but do not explicitly study this mechanism. This study is the first to empirically assess whether and to what extent occupational mobility differs between workers with a general education and those with vocational training and to examine how these differences develop over workers’ life courses. Using multilevel linear probability models on panel data spanning 36 years of labor market participation in Germany, we find that vocationally educated workers are less mobile, but only in the first half of their careers. In the second half, mobility rates for vocationally and generally trained workers converge. Our findings support earlier research that links vocational education to less turbulent early careers. Yet, they do not support the notion of late-career mobility disparities between workers with different types of training. Implications for research on education-based differences in career outcomes are discussed.
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Viktor Decker: Department of Sociology, University of Amsterdam
E-mail: v.v.decker@uva.nl

Thijs Bol: Department of Sociology, University of Amsterdam
E-mail: t.bol@uva.nl

Hanno Kruse: Institute of Political Science and Sociology, University of Bonn
E-mail: hkruse@uni-bonn.de

Acknowledgements: The research was supported by the ERC starting grant From School to Career: Towards A Career Perspective on the Labor Market Returns to Education (ID: 950189). Previous versions of this article were presented at the ISA RC28 conference 2022 at London School of Economics, the ECSR annual conference 2022 at University of Amsterdam, and at multiple events organized by the Dutch Interuniversity Center for Social Science Theory and Methodology.

  • Citation: Decker, Viktor, Thijs Bol, and Hanno Kruse. 2023. “Life-Course Differences in Occupational Mobility Between Vocationally and Generally Trained Workers in Germany.” Sociological Science 10: 857-879.
  • Received: May 3, 2023
  • Accepted: May 26, 2023
  • Editors: Ari Adut, Richard Breen
  • DOI: 10.15195/v10.a30


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There's More in the Data! Using Month-Specific Information to Estimate Changes Before and After Major Life Events

Ansgar Hudde, Marita Jacob

Sociological Science November 9, 2023
10.15195/v10.a29


Sociological research is increasingly using survey panel data to examine changes in diverse outcomes over life course events. Most of these studies have one striking similarity: they analyze changes between yearly time intervals. In this article, we present a simple but effective method to model such trajectories more precisely using available data. The approach exploits month-specific information regarding interview and life event dates. Using fixed effects regression models, we calculate monthly dummy estimates around life events and then run nonparametric smoothing to create smoothed monthly estimates. We test the approach using Monte Carlo simulations and Socio-economic Panel (SOEP) data. Monte Carlo simulations show that the newly proposed smoothed monthly estimates outperform yearly dummy estimates, especially when there is rapid change or discontinuities in trends at the event. In the real data analyses, the novel approach reports an amplitude of change that is roughly twice as large as the yearly estimates showed. It also reveals a discontinuity in trajectories at bereavement, but not at childbirth; and remarkable gender differences. Our proposed method can be applied to several available data sets and a variety of outcomes and life events. Thus, for research on changes around life events, it serves as a powerful new tool in the researcher’s toolbox.
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Ansgar Hudde: University of Cologne, Institute of Sociology and Social Psychology, Germany
E-mail: hudde@wiso.uni-koeln.de

Marita Jacob: University of Cologne, Institute of Sociology and Social Psychology, Germany
E-mail: marita.jacob@uni-koeln.de

Acknowledgements: Replication files are available here: https://osf.io/rhd8y/.

  • Citation: Hudde, Ansgar, and Marita Jacob. 2023. “There’s More in the Data! Using Month-Specific Information to Estimate Changes Before and After Major Life Events.” Sociological Science 10: 830-856.
  • Received: June 5, 2023
  • Accepted: July 27, 2023
  • Editors: Arnout van de Rijt, Vida Maralani
  • DOI: 10.15195/v10.a29


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Feasible Peer Effects: Experimental Evidence for Deskmate Effects on Educational Achievement and Inequality

Tamás Keller, Felix Elwert

Sociological Science November 6, 2023
10.15195/v10.a28


Schools routinely employ seating charts to influence educational outcomes. Dependable evidence for the causal effects of seating charts on students’ achievement levels and inequality, however, is scarce. We executed a large pre-registered field experiment to estimate causal peer effects on students’ test scores and grades by randomizing the seating charts of 195 classrooms (N=3,365 students). We found that neither sitting next to a deskmate with higher prior achievement nor sitting next to a female deskmate affected learning outcomes on average. However, we also found that sitting next to the highest-achieving deskmates improved the educational outcomes of the lowest-achieving students; and sitting next to the lowest-achieving deskmates lowered the educational outcomes of the highest-achieving students. Therefore, compared to random seating charts, achievement-discordant seating charts would decrease inequality; whereas achievement concordant seating charts would increase inequality. We discuss policy implications.
Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.

Tamás Keller: HUN-REN Centre for Social Sciences, Computational Social Science – Research Center for Educational and Network Studies, Budapest, Hungary HUN-REN Centre for Economic and Regional Studies, Institute of Economics, Budapest, Hungary. TÁRKI Social Research Institute, Budapest, Hungary
E-mail: keller.tamas@tk.hu

Felix Elwert: Department of Sociology & Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison
E-mail: elwert@wisc.edu

Acknowledgements: The authors thank Carlo Barone, Dorottya Baross, Steven Durlauf, Edina Gábor, Eric Grodsky, Judit Kerek, Gábor Kertesi, Gábor Kézdi, Andreas Kotsadam, Xinran Li, Károly Takács, Jeffrey Smith, and audiences at the University of Wisconsin-Madison, the University of Chicago, ISA RC28 Spring Meeting in Frankfurt am Main, the Annual Meeting of the International Network of Analytical Sociologists (INAS) in St. Petersburg, the Meeting of the Economics of Education Association (AEDE) in Las Palmas, the Universita Cattolica del Sacro Cuore, Milan, and the European Research Network on Transitions in Youth (TiY) in Mannheim for valuable discussions. This research was funded by grants from the Hungarian National Research, Development, and Innovation Office (NKFIH), grant number K-135766; a János Bolyai Research Scholarship of the Hungarian Academy of Sciences, #BO/00569/21/9; the New National Excellence Program of the Ministry for Culture and Innovation, #ÚNKP- 23-5-CORVINUS-149; and a Romnes Fellowship and a Vilas Midcareer Faculty Award, University of Wisconsin-Madison. Direct correspondence to Tamás Keller (keller.tamas@tk.hu) and Felix Elwert (elwert@wisc.edu).

  • Citation: Keller, Tamás, and Felix Elwert. 2023. “Feasible Peer Effects: Experimental Evidence for Deskmate Effects on Educational Achievement and Inequality” Sociological Science 7: 806-829.
  • Received: July 12, 2023
  • Accepted: May 2, 2023
  • Editors: Arnout van de Rijt, Peter Bearman
  • DOI: 10.15195/v10.a28


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The Refugee Advantage: English-Language Attainment in the Early Twentieth Century

Ran Abramitzky, Leah Boustan, Peter Catron, Dylan Connor, Rob Voigt

Sociological Science November 3, 2023
10.15195/v10.a27


The United States has admitted more than 3 million refugees since 1980 through official refugee resettlement programs. Scholars attribute the success of refugee groups to governmental programs on assimilation and integration. Before 1948, however, refugees arrived without formal selection processes or federal support. We examine the integration of historical refugees using a large archive of recorded oral history interviews to understand linguistic attainment of migrants who arrived in the early twentieth century. Using fine-grained measures of vocabulary, syntax and accented speech, we find that refugee migrants achieved a greater depth of English vocabulary than did economic/family migrants, a finding that holds even when comparing migrants from the same country of origin or religious group. Our findings are consistent with the hypothesis that refugees had greater exposure to English or more incentive to learn, due to the conditions of their arrival and their inability to immediately return to their origin country.
Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.

Ran Abramitzky: Department of Economics, Stanford University and National Bureau of Economic Research
E-mail: ranabr@stanford.edu

Leah Boustan: Department of Economics, Princeton University and National Bureau of Economic Research
E-mail: lboustan@princeton.edu

Peter Catron: Department of Sociology, University of Washington
E-mail: catron@uw.edu

Dylan Connor: School of Geographical Sciences and Urban Planning, Arizona State University
E-mail: d.c@asu.edu

Rob Voigt: Department of Linguistics, Northwestern University
E-mail: robvoigt@northwestern.edu

Acknowledgements: We acknowledge the excellent research assistance of Victoria Angelova, Harriet Brookes Gray, Sarah Frick, Myera Rashid, and Noah Simon. Sima Biondi, Alicia Liu, Lori Mitrano, Lorenzo Rosas, Antigone Xenopoulos and Adam Zhang helped to collect variables from the oral history interviews. Jared Grogan, Bailey Palmer and James Reeves coded the interviews for accented speech. Tom Zohar oversaw audio transcription of missing transcripts. We appreciate suggestions from audiences at Universitat Automoma de Barcelona, UC-Berkeley, European Social Science History Association, Harvard, University of Nottingham, Pompeu Fabra, University of Chicago, and University College, London. All data and replication files may be found here: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/HMMGJ5

  • Citation: Abramitzky et al. 2023. “The Refugee Advantage: English-Language Attainment in the Early Twentieth Century.” Sociological Science 10: 769-805.
  • Received: June 23, 2023
  • Accepted: August 23, 2023
  • Editors: Arnout van de Rijt, Filiz Garip
  • DOI: 10.15195/v10.a27


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