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Replication in Social Science

Author

Listed:
  • Freese, Jeremy
  • Peterson, David
Abstract
Across the medical and social sciences, new discussions about replication have been transforming research practices. Sociologists, however, have been largely absent from these discussions. The goals of this review are to introduce sociologists to these developments, synthesize insights from science studies about replication in general, and detail the specific issues regarding replication that occur in sociology. The first half of the article argues that a sociologically sophisticated understanding of replication must take into account both the ways that replication rules and conventions evolved within an epistemic culture and how those cultures are shaped by specific research challenges. The second half outlines the four main dimensions of replicability in quantitative sociology- verifiability, robustness, repeatability, and generalizability- and discusses the specific ambiguities of interpretation that can arise in each. We conclude by advocating some commonsense changes to promote replication while acknowledging the epistemic diversity of our field.

Suggested Citation

  • Freese, Jeremy & Peterson, David, 2017. "Replication in Social Science," SocArXiv 5bck9, Center for Open Science.
    • Handle: RePEc:osf:socarx:5bck9
    DOI: 10.31219/osf.io/5bck9
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    References listed on IDEAS

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    1. Andrew Abbott, 2007. "Notes on Replication," Sociological Methods & Research, , vol. 36(2), pages 210-219, November.
    2. Michael A. Clemens, 2017. "The Meaning Of Failed Replications: A Review And Proposal," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 326-342, February.
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    5. Jesse Chandler & et. al, 2016. "Response to Comment on "Estimating the Reproducibility of Psychological Science"," Mathematica Policy Research Reports cff9c2f16bb544c4bcca530c0, Mathematica Policy Research.
    6. Annette N. Brown & Drew B. Cameron & Benjamin D. K. Wood, 2014. "Quality evidence for policymaking: I'll believe it when I see the replication," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 6(3), pages 215-235, September.
    7. Lall, Ranjit, 2016. "How Multiple Imputation Makes a Difference," Political Analysis, Cambridge University Press, vol. 24(4), pages 414-433.
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    Cited by:

    1. Ankel-Peters, Jörg & Fiala, Nathan & Neubauer, Florian, 2023. "Do economists replicate?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 219-232.
    2. Willy Bolander & Nawar N. Chaker & Alec Pappas & Daniel R. Bradbury, 2021. "Operationalizing salesperson performance with secondary data: aligning practice, scholarship, and theory," Journal of the Academy of Marketing Science, Springer, vol. 49(3), pages 462-481, May.
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    4. Martin Kreidl & Zuzana Žilinčíková, 2023. "Adult children’s union type and contact with mothers: A replication," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 48(23), pages 641-680.
    5. Dreber, Anna & Johannesson, Magnus, 2023. "A framework for evaluating reproducibility and replicability in economics," I4R Discussion Paper Series 38, The Institute for Replication (I4R).
    6. Luis Alfonso Dau & Grazia D. Santangelo & Arjen Witteloostuijn, 2022. "Replication studies in international business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(2), pages 215-230, March.
    7. Thompson, Phillip S. & Klotz, Anthony C., 2022. "Led by curiosity and responding with voice: The influence of leader displays of curiosity and leader gender on follower reactions of psychological safety and voice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 172(C).
    8. Fišar, Miloš & Greiner, Ben & Huber, Christoph & Katok, Elena & Ozkes, Ali & Management Science Reproducibility Collaboration, 2023. "Reproducibility in Management Science," Department for Strategy and Innovation Working Paper Series 03/2023, WU Vienna University of Economics and Business.
    9. Fanelli, Daniele, 2022. "The "Tau" of Science - How to Measure, Study, and Integrate Quantitative and Qualitative Knowledge," MetaArXiv 67sak, Center for Open Science.
    10. Boris Forthmann & Mark A. Runco, 2020. "An Empirical Test of the Inter-Relationships between Various Bibliometric Creative Scholarship Indicators," Publications, MDPI, vol. 8(2), pages 1-16, June.
    11. Fanelli, Daniele, 2020. "Metascientific reproducibility patterns revealed by informatic measure of knowledge," MetaArXiv 5vnhj, Center for Open Science.
    12. Michel Herzig, 2020. "Mediating Factors of Family Structure and Early Home-leaving: A Replication and Extension of van den Berg, Kalmijn, and Leopold (2018)," European Journal of Population, Springer;European Association for Population Studies, vol. 36(4), pages 643-674, September.
    13. Ian Lundberg & Arvind Narayanan & Karen Levy & Matthew Salganik, 2018. "Privacy, ethics, and data access: A case study of the Fragile Families Challenge," Working Papers wp18-09-ff, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
    14. B. Parker Ellen & Christian Kiewitz & Patrick Raymund James M. Garcia & Wayne A. Hochwarter, 2019. "Dealing with the Full-of-Self-Boss: Interactive Effects of Supervisor Narcissism and Subordinate Resource Management Ability on Work Outcomes," Journal of Business Ethics, Springer, vol. 157(3), pages 847-864, July.
    15. Daniel T. L. Shek & Diya Dou & Xiaoqin Zhu & Xiang Li & Lindan Tan, 2022. "Materialism, Egocentrism and Delinquent Behavior in Chinese Adolescents in Mainland China: A Short-Term Longitudinal Study," IJERPH, MDPI, vol. 19(8), pages 1-15, April.
    16. Yuyan Jiang & Xueli Liu, 2023. "A construction and empirical research of the journal disruption index based on open citation data," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(7), pages 3935-3958, July.
    17. Mats Alvesson & Jörgen Sandberg, 2020. "The Problematizing Review: A Counterpoint to Elsbach and Van Knippenberg’s Argument for Integrative Reviews," Journal of Management Studies, Wiley Blackwell, vol. 57(6), pages 1290-1304, September.
    18. Chin, Jason & Zeiler, Kathryn, 2021. "Replicability in Empirical Legal Research," LawArXiv 2b5k4, Center for Open Science.
    19. Lundberg, Ian & Brand, Jennie E. & Jeon, Nanum, 2022. "Researcher reasoning meets computational capacity: Machine learning for social science," SocArXiv s5zc8, Center for Open Science.
    20. Andrew G.H. Thompson & Oliver Escobar & Jennifer J. Roberts & Stephen Elstub & Niccole M. Pamphilis, 2021. "The Importance of Context and the Effect of Information and Deliberation on Opinion Change Regarding Environmental Issues in Citizens’ Juries," Sustainability, MDPI, vol. 13(17), pages 1-21, September.
    21. Jack I. Richter & Pankaj C. Patel, 2022. "Impact of the COVID-19 pandemic on the hours lost by self-employed racial minorities: evidence from Brazil," Small Business Economics, Springer, vol. 58(2), pages 769-805, February.
    22. Franz Neuberger & Tobias Rüttenauer & Martin Bujard, 2022. "Where does public childcare boost female labor force participation? Exploring geographical heterogeneity across Germany 2007–2017," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 46(24), pages 693-722.
    23. Stephan Puehringer, 2023. "Wie viel Wettbewerb wollen wir (uns leisten)? Zur Verwettbewerblichung der Universitaeten in Oesterreich und darueber hinaus," ICAE Working Papers 149, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.

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