Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Do Single‐Sex STEM Programs Have Merit? If So, for Whom, on What Measures

Bibliographic Data

ID21392891
AuthorsChen Chen (0000-0002-9786-8003, Faculty of Education The University of Hong Kong Pok Fu Lam Hong Kong, corresponding author), Tomihiro Ono (0000-0001-8187-4946, Harvard Graduate School of Education Cambridge Massachusetts USA), Gerhard Sonnert (0000-0003-4138-2044, Harvard College Observatory Harvard University Cambridge Massachusetts USA), Susan Sunbury (0000-0003-0931-3399, Science Education Department Center for Astrophysics | Harvard & Smithsonian Cambridge Massachusetts USA), Philip M Sadler (0000-0001-7578-4047, Center for Astrophysics Harvard & Smithsonian), Philip Sadler (Science Education Department Center for Astrophysics | Harvard & Smithsonian Cambridge Massachusetts USA)
Year2026
Publication date2026-03-27
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueScience Education (JOURNAL)
Journal identifiersISSN: 0036-8326 • E-ISSN: 1098-237X
PublisherWiley (PUBLISHER • GB)
DOI10.1002/sce.70067
OpenAlexW7141037131
LanguageEN
Citations received1
References cited69

Single‐sex STEM programs—defined here as voluntary, gender‐segregated extracurricular or supplemental activities (e.g., summer camps, workshops, robotics clubs, internships, or citizen science initiatives)—have experienced heightened popularity and scrutiny amid efforts to increase diversity in STEM fields. Empirical evidence regarding their efficacy has been inconsistent. Using a nationally representative dataset of 15,725 US undergraduates, we employed rigorous Propensity Score Weighting (PSW) to estimate the effects of attending single‐sex STEM programs during high school on STEM affinity outcomes (i.e., STEM interest, identity, and career intentions). Our findings demonstrated that attending single‐sex STEM programs was associated with a closing of gender gaps. After PSW adjustment, the interaction between being female and attending a single‐sex program was strongly positive for STEM interest ( β = 0.465, p β = 0.496, p β = 1.778, p E ‐values up to 6.03). Conversely, boys attending all‐boys programs exhibited significantly lower STEM affinity in all three outcomes, compared with boys in coed programs or girls in single‐sex programs. Overall, single‐sex STEM programs provided substantial gains for girls while having mixed‐to‐negative implications for boys. We suggest expanding access to all‐girls STEM programs and critically investigating the pedagogical features driving these differential effects

Confounding · Odds · Popularity · Propensity score matching · Science education · Scrutiny · Stem cell · Career Development and Diversity · Education, Achievement, and Giftedness · Science Education and Perceptions

  • High school makerspace experience and college STEM affinity

    Open Access•Chen Chen, Yuhan Li et al.•International Journal of STEM…•2026

  • The Power of Interest for Motivation and Engagement

    K Ann Renninger, Suzanne E Hidi et al.•The Power of Interest for…•2015

  • Observational Studies

    Open Access•Paul R Rosenbaum•Observational Studies•2002

  • Causality

    Open Access•Judea Pearl•Causality•2009

  • The Pseudoscience of Single-Sex Schooling

    Open Access•Diane F Halpern, Lise Eliot et al.•Science•2011

  • Sensitivity Analysis in Observational Research

    Open Access•Tyler J Vanderweele, Peng Ding•Annals of Internal Medicine•2017

  • The Validity of Self-Reported Grade Point Averages, Class Ranks, and Test Scores

    Open Access•Nathan R Kuncel, Marcus Credé et al.•Review of Educational Research•2005

  • Predictors of science, technology, engineering, and mathematics choice options

    Open Access•Robert W Lent, Hung-Bin Sheu et al.•Journal of Counseling Psychology•2018

  • Stability and volatility of STEM career interest in high school

    Open Access•Philip M Sadler, Gerhard Sonnert et al.•Science Education•2012

  • Computing whether she belongs

    Open Access•Alfred Master, Sapna Cheryan et al.•Journal of Educational Psychology•2016

  • Adolescent drug use

    E R Oetting, Fred Beauvais•Journal of Consulting and…•1990

  • Gender stereotypes about interests start early and cause gender disparities in computer science and engineering

    Open Access•Alfred Master, Andrew N Meltzoff et al.•Proceedings of the National…•2021

  • Pipeline persistence

    Open Access•Adam V Maltese, Robert H Tai•Science Education•2011

  • A developmental intergroup theory of social stereotypes and prejudice

    Rebecca S Bigler, Lynn S Liben•Advances in Child Development and…•2006

  • Women in STEM

    Open Access•David N Beede, Tiffany A Julian et al.•SSRN Electronic Journal•2011

  • Differing Levels of Gender Salience in Preschool Classrooms

    Open Access•Lacey J Hilliard, Lynn S Liben•Child Development•2010

  • Programming experience promotes higher STEM motivation among first-grade girls

    Open Access•Alfred Master, Allison Master et al.•Journal of Experimental Child…•2017

  • The Development of Children's Gender-Science Stereotypes

    Open Access•David I Miller, Kyle M Nolla et al.•Child Development•2018

  • Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

    Open Access•Peter C Austin, Elizabeth A Stuart•Statistics in Medicine•2015

  • Connecting high school physics experiences, outcome expectations, physics identity, and physics career choice

    Open Access•Zahra Hazari, Gerhard Sonnert et al.•Journal of Research in Science…•2010

  • From expectancy-value theory to situated expectancy-value theory

    Open Access•Jacquelynne S Eccles, Allan Wigfield•Contemporary Educational Psychology•2020

  • The Four-Phase Model of Interest Development

    Suzanne Hidi, K Ann Renninger•Educational Psychologist•2006

  • Gender cognitions before and after graduating from single-sex versus coeducational high schools

    Sylvia Yun Shi, Gu Li et al.•Journal of Educational Psychology•2024

  • Ingroup Experts and Peers as Social Vaccines Who Inoculate the Self-Concept

    Nilanjana Dasgupta•Psychological Inquiry•2011

  • Who Am I and What Am I Going to Do With My Life? Personal and Collective Identities as Motivators of Action

    Jacquelynne S Eccles, Jacquelynne Eccles•Educational Psychologist•2009

  • Motivational pathways to STEM career choices

    Ming-Te Wang, Jessica L Degol et al.•Developmental Review•2013

  • High school students’ math and science gender stereotypes

    Open Access•Christine R Starr, Sandra D Simpkin•Social Psychology of Education•2021

  • Single-Sex Education

    Open Access•Rebecca S Bigler, Margaret L Signorella•Sex Roles•2011

  • The Roles of Perceived Identity Compatibility and Social Support for Women in a Single-Sex STEM Program at a Co-educational University

    Open Access•Lisa Rosenthal, Bonita London et al.•Sex Roles•2011

  • Will I Fit in and Do Well? The Importance of Social Belongingness and Self-Efficacy for Explaining Gender Differences in Interest in STEM and Heed Majors

    Open Access•Una Tellhed, Martin Bäckström et al.•Sex Roles•2016

  • The Efficacy of Single-Sex Education

    Open Access•Amy Roberson Hayes, Erin Pahlke et al.•Sex Roles•2011

  • Probability Values and Human Values in Evaluating Single-Sex Education

    Open Access•Lynn S Liben•Sex Roles•2015

  • Single-Sex Schooling

    Open Access•Margaret L Signorella, Rebecca S Bigler•Sex Roles•2013

  • Challenges in Evaluating Single-Sex Education

    Open Access•Margaret L Signorella•Sex Roles•2015

  • Would Harry and Hermione Have Done Better in Single-Sex Classes? A Review of Single-Sex Teaching in Coeducational Secondary Schools in the United Kingdom

    Open Access•Michael Younger, Michael Robert Younger et al.•American Educational Research…•2006

  • Are single-sex schools more effective than the coed ones? The effect of single-sex schooling on achievement among female adolescents in Catholic schools

    Maciej Koniewski, Anna Hawrot•Research Papers in Education•2022

  • Can Single‐sex Classes in Co‐educational Schools Enhance the Learning Experiences of Girls and/or Boys? An Exploration of Pupils' Perceptions

    Open Access•Carolyn Jackson•British Educational Research…•2002

  • Stereotype Lift

    Open Access•Gary M Walton, Gregory M Walton et al.•Journal of Experimental Social…•2003

  • You Would Not Believe What I Have to Go Through to Prove My Intellectual Value!” Stereotype Management Among Academically Successful Black Mathematics and Engineering Students

    Open Access•Ebony O Mcgee, Danny Bernard Martin•American Educational Research…•2011

  • Cultural stereotypes as gatekeepers

    Open Access•Sapna Cheryan, Alfred Master et al.•Frontiers in Psychology•2015

  • STEMing the tide

    Jane G Stout, Nilanjana Dasgupta et al.•Journal of Personality and Social…•2011

  • Understanding the science experiences of successful women of color

    Open Access•Heidi B Carlone, Angela Johnson•Journal of Research in Science…•2007

  • When being a girl matters less

    Open Access•Ursula Kessels, Bettina Hannover•British Journal of Educational…•2008

  • Men and things, women and people

    Rong Su, James Rounds et al.•Psychological Bulletin•2009

  • The effects of single-sex compared with coeducational schooling on students' performance and attitudes

    Erin Pahlke, Janet Shibley Hyde et al.•Psychological Bulletin•2014

Unique citing works1
Citations per year1
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 1
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae