Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

The STEM grading penalty

An alternative to the “leaky pipeline” hypothesis

Bibliographic Data

ID21392632
AuthorsD Witteveen (0000-0002-9197-8316, Nuffield College University of Oxford Oxford UK, corresponding author), Paul Attewell (0000-0003-4578-2416, Sociology Department, The Graduate Center City University of New York New York New York)
Year2020
Volume104
Issue4
Pages714-735
Publication date2020-07-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueScience Education (JOURNAL)
Journal identifiersISSN: 0036-8326 • E-ISSN: 1098-237X
PublisherWiley (PUBLISHER • GB)
DOI10.1002/sce.21580
OpenAlexW3021793573
LanguageEN
Citations received17
References cited57

The low number of baccalaureates in science, technology, engineering, and mathematics (STEM) is often viewed as problematic for the US's economic competitiveness, leading scholars to search for explanations for STEM retention. Our analyses of the Beginning Postsecondary Students Longitudinal Study indicate that the notion of a so‐called “leaky STEM pipeline” out of STEM majors overstates the problem because it neglects the substantial influx into STEM from other majors throughout college. Researchers concerned with STEM retention should focus on a broader defined group of “STEM‐actives”: A combination of freshman students who declared a STEM major or who take a considerable number of STEM credits. Among these students ( N = 3,020) we examine the variation in the relatively lower grades that many individuals earn in STEM courses compared to their non‐STEM courses. The size of an undergraduate's “STEM‐grading penalty”—an individual grading disparity—in the first couple of college semesters is significantly associated with the probability of leaving STEM. The influence of this STEM‐penalty on STEM graduation chances is robust to college students’ variation in both general academic achievement and STEM‐specific preparation, thereby eliminating a large portion of the effect due to skills, performance, and selection. Our analyses expands on previous research regarding relative grading conducted within STEM‐fields

Biology · Grading (engineering) · Mathematics education · Stem cell · Career Development and Diversity · Ecology · Higher Education Research Studies · Mathematics Education and Programs · Psychology

  • Programmatic innovations that accord with the retention of women in STEM careers

    Open Access•Rama Balasubramanian, Danielle Findley-Van Nostrand et al.•Frontiers in Education•2023

  • Trends and Gender Disparities in Grades and Grade Anomalies among Bioscience and Health-Related Major Students before, during, and after Covid-19 Remote Instruction

    Open Access•Alysa Malespina, Fargol Seifollahi et al.•Education Sciences•2024

  • Design, Evolution, and Evaluation of a General Chemistry-Bridging Course

    Open Access•Scott A Reid•Education Sciences•2023

  • Up-or-Out Systems? Quantifying Path Flexibility in the Lived Curriculum of College Majors

    Open Access•Lindsay Jarratt, Freda B Lynn et al.•Research in Higher Education•2024

  • Virtual avoidance

    Open Access•Miranda M Mcintyre, Geoffrey Cui et al.•The Internet and Higher Education•2025

  • Academic Performance of Persistent University Students in Chile

    Open Access•Olga Espinoza, L Gonzalez et al.•Higher Education Quarterly•2025

  • From emergency to sustainable online learning

    Open Access•Lilach Alon, SeoYoon Sung et al.•Computers & Education•2023

  • Diversifying computer science

    Open Access•Jue Wu, David H Uttal•Science Education•2024

  • Beyond instructional practices

    Open Access•Vanessa R Ralph, Leah J Scharlott et al.•Journal of Research in Science…•2022

  • Keeping Libertarianism Alive in the Academy

    Open Access•Zara Cooper, Amy J Binder et al.•Socius Sociological Research for…•2024

  • Gender differentiation in the STEM field of China

    Open Access•Yanbing Chen•Chinese Journal of Sociology•2025

  • Should I Start at Math 101? Content Repetition as an Academic Strategy in Elective Curriculums

    Open Access•Monique Harrison, Philip A Hernandez et al.•Sociology of Education•2022

  • How expectations, feedback, and course materials relate to intellectual humility in higher education

    Open Access•Jeffrey M Devries, Gabe Avakian Orona et al.•Assessment & Evaluation in Higher…•2026

  • Recovery from university grade inflation after the Covid-19 pandemic varies by faculty

    Victor Kuperman, Esther Geva et al.•Studies in Higher Education•2025

  • STEM Pathways for Black and Latinx Middle and High School Students

    Open Access•Jennie Park‐taylor, Hannah M Wing et al.•The Urban Review•2022

  • Do Peers Affect Undergraduates’ Decisions to Switch Majors

    Open Access•Shi Pu, Yan Yu et al.•Educational Researcher•2021

  • Diverging pathways

    Open Access•D Gelbgiser, Oded Mcdossi•Social Forces•2025

  • Talking about Leaving

    Elaine Seymour, Nancy M Hewitt•Talking about Leaving•2000

  • Predicting success in college

    Judith M Harackiewicz, Kenneth E Barron et al.•Journal of Educational Psychology•2002

  • Planning Early for Careers in Science

    Open Access•Robert H Tai, Christine Qi Liu et al.•Science•2006

  • Heterogeneity in Human Capital Investments

    Joseph G Altonji, Erica Blom et al.•Annual Review of Economics•2012

  • Problematizing the STEM Pipeline Metaphor

    Open Access•Matthew A Cannady, Eric Greenwald et al.•Science Education•2014

  • Persistence of women and minorities in STEM field majors

    Open Access•Amanda L Griffith•Economics of Education Review•2010

  • Predicting transition and adjustment to college

    Open Access•Sylvia Hurtado, June C Han et al.•Research in Higher Education•2007

  • Science, Technology, Engineering, and Mathematics (STEM) Pathways

    Will Tyson, Reginald Lee et al.•Journal of Education for Students…•2007

  • Pipeline persistence

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

  • Inside the Double Bind

    Maria Ong, Carol Wright et al.•Harvard Educational Review•2011

  • The role of peers and grades in determining major persistence in the sciences

    Open Access•Ben Ost•Economics of Education Review•2010

  • The Pipeline Is Leaking Women All the Way Along

    Open Access•Joe Alper•Science•1993

  • Student Enrollment in High School AP Sciences and Calculus

    Open Access•Mike Robinson•Bulletin of Science Technology &…•2003

  • STEM Workers, H-1B Visas, and Productivity in US Cities

    Giovanni Peri, Kristy Shih et al.•Journal of Labor Economics•2015

  • Seeking Congruity Between Goals and Roles

    Open Access•Amanda B Diekman, Elizabeth R Brown et al.•Psychological Science•2010

  • Motivational pathways to STEM career choices

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

  • Women and science careers

    Jacob Clark Blickenstaff•Gender and Education•2005

  • What Happened after Sputnik? Shaping University Research in the United States

    Open Access•Roger L Geiger•Minerva•1997

  • Questioning a White Male Advantage in STEM

    Open Access•Catherine Riegle-Crumb, Barbara King•Educational Researcher•2010

  • Segregated by Subject

    Jacqueline C Simpson•The Journal of Higher Education•2001

  • Effects of High School Course-Taking on Secondary and Postsecondary Success

    Open Access•Mark C Long, Dylan Conger et al.•American Educational Research…•2012

  • The Roles of STEM Faculty Communities of Practice in Institutional and Departmental Reform in Higher Education

    Open Access•Sean Gehrke, Adrianna Kezar•American Educational Research…•2017

  • Student Characteristics, Pre-College, College, and Environmental Factors as Predictors of Majoring in and Earning a STEM Degree

    Open Access•Gloria Crisp, Amaury Nora et al.•American Educational Research…•2009

  • The More Things Change, the More They Stay the Same? Prior Achievement Fails to Explain Gender Inequality in Entry Into STEM College Majors Over Time

    Open Access•Catherine Riegle-Crumb, Barbara King et al.•American Educational Research…•2012

  • STEMing the tide

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

  • Grade Inflation and Course Choice

    Open Access•Richard Sabot, John Wakeman-Linn•The Journal of Economic…•1991

  • Women's underrepresentation in science

    Stephen J Ceci, W M Williams et al.•Psychological Bulletin•2009

  • Grade Information and Grade Inflation

    Open Access•Talia Bar, Vrinda Kadiyali et al.•The Journal of Economic…•2009

  • The Path to Math

    Sophia Catsambi, Sophia Catsambis•Sociology of Education•1994

  • STEM Education

    Yu Xie, Michael Fang et al.•Annual Review of Sociology•2015

  • Gender and the Career Choice Process

    J Correll, Shelley J Correll•American Journal of Sociology•2001

  • Feeding the pipeline

    Open Access•Stephen L Morgan, D Gelbgiser et al.•Social Science Research•2013

Unique citing works17
Citations per year3,4
Citation span2021 - 2026 (6)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 17

Tools

Open DOISci-HubOpen Access
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