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Bringing External Validity into Sociological Research

Bibliographic Data

ID10249734
AuthorsR Breen (0000-0002-9718-0743, corresponding author), Guanghui Pan (0000-0002-6780-4383, University of Oxford, corresponding author)
Year2026
Volume78
Issue3
Pages805-824
Publication date2026-01-12
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueKZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie (JOURNAL)
Journal identifiersISSN: 0023-2653 • E-ISSN: 1861-891X
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s11577-025-01045-6
OpenAlexW7122605143
LanguageEN
Citations received8
References cited43

The so-called causal revolution that has spread through economics and into adjacent social sciences, including sociology, has been very much concerned with developing methods by which to arrive at credible causal estimates, especially in nonexperimental, observational settings. In the language of experiments, it has focussed on internal validity. But much less attention has been paid to external validity, that is, whether a causal relationship holds in situations other than the one in which it was found. Thinking about external validity obliges us to consider why we are trying to estimate causal relationships in the first place, and what we think they are for. In this paper we discuss in greater detail what we mean by internal and external validity and set out the assumptions required for causal estimates to have both. We consider some examples from sociological research and the challenges to external validity that they illustrate. We urge sociologists, especially those engaged in nonexperimental research, to pay more attention to external validity. But we also stress that this is important not only for causal research but also for other research, and we illustrate issues of external validity that may arise in a wide variety of noncausal studies. We conclude with some practical suggestions and remarks concerning some of the general issues that arise from our work

Causal inference · Causal model · Causality (physics · External validity · Internal validity · Observational study · Set (abstract data type · Variety (cybernetics · Advanced Causal Inference Techniques · Bayesian Modeling and Causal Inference · Qualitative Comparative Analysis Research

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    Open Access•N Schwitter, Robert L Bach et al.•KZfSS Kölner Zeitschrift für…•2026

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    Open Access•Irena Pietrzyk, Marita Jacob•KZfSS Kölner Zeitschrift für…•2026

  • Standards in sociology

    Open Access•Ozan Aksoy, G Manzo et al.•Rationality and Society•2026

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    Open Access•Nanum Jeon, J E Brand•KZfSS Kölner Zeitschrift für…•2026

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    Open Access•Heinz Leitgöb, Florian Keusch•KZfSS Kölner Zeitschrift für…•2026

  • Computational Text Analysis for Building and Testing Social Theory

    Open Access•Miriam Hurtado Bodell, M Keuschnigg et al.•KZfSS Kölner Zeitschrift für…•2026

  • Experimental Estimates of Education Production Functions

    Alan B Krueger•The Quarterly Journal of Economics•1999

  • Labor Market Institutions and the Distribution of Wages, 1973-1992

    John Dinardo, Nicole M Fortin et al.•Econometrica•1996

  • Toward Causal Inference With Interference

    Michael G Hudgens, M Elizabeth Halloran•Journal of the American…•2008

  • Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement

    Joshua D Angrist, Victor Lavy•The Quarterly Journal of Economics•1999

  • Lab Experiments Are a Major Source of Knowledge in the Social Sciences

    Open Access•Aliya Falk, Armin Falk et al.•Science•2009

  • Estimating causal effects of treatments in randomized and nonrandomized studies.

    Donald B Rubin•Journal of Educational Psychology•1974

  • Statistics and Causal Inference

    P W Holland•Journal of the American…•1986

  • Persistent Educational Advantage Across Three Generations

    Open Access•Andrea Ziefle•Sociological Science•2016

  • The Generalizability of Survey Experiments

    Open Access•Kevin J Mullinix, Thomas J Leeper et al.•Journal of Experimental Political…•2015

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    Open Access•Gunnar Otte, Tim Sawert et al.•Zeitschrift für Soziologie•2023

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  • The Effects of Grandparents on Children’s Schooling

    Open Access•Zhen Zeng, Yu Xie•Demography•2014

  • Description, Causal Explanation, and Policy Intervention in Sociology

    Open Access•John H Goldthorpe•KZfSS Kölner Zeitschrift für…•2025

  • Causal Inferences from Digital Behavioral Data

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    Open Access•Peter M Aronow, Allison Carnegie•Political Analysis•2013

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    Open Access•Kristian Bernt Karlson, J F Birkelund•European Sociological Review•2022

  • On Sociology

    John H Goldthorpe•On Sociology•2000

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  • Detecting Spillover Effects

    Open Access•Betsy Sinclair, Molly Mcconnell et al.•American Journal of Political…•2012

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  • The Economic Costs of Conflict

    Alberto Abadie, Javier Gardeazabal•American Economic Review•2003

  • Social Stratification across Three Generations

    J R Warren, R M Hauser•American Sociological Review•1997

  • A Natural Experiment on Residential Change and Recidivism

    Open Access•David S Kirk•American Sociological Review•2009

  • Understanding and misunderstanding randomized controlled trials

    Open Access•Angus Deaton, Nancy Cartwright•Social Science & Medicine•2018

  • Ancestry Matters

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  • The Grandparents Effect in Social Mobility

    Open Access•Tak Wing Chan, Vikki Boliver•American Sociological Review•2013

  • Walking the Talk? What Employers Say Versus What They Do

    Open Access•Devah Pager, L Quillian•American Sociological Review•2005

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    Open Access•Naoki Egami, Elwood Hartman•American Political Science Review•2023

  • How many cases do I need

    Open Access•Mario Luis Small•Ethnography•2009

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    Open Access•Felix Bader, Bastian Baumeister et al.•Sociological Methods & Research•2021

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    J Erola, Pasi Moisio•European Sociological Review•2006

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  • The Legacy of Disadvantage

    P Sharkey, Felix Elwert•American Journal of Sociology•2011

Unique citing works8
Citations per year8
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 7

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