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Examining the ‘gendered’ places and spaces of UK doctoral education using multilevel modelling

Bibliographic Data

ID8962387
AuthorsLaura Sheppard (0000-0003-2522-3625, Centre for Advanced Spatial Analysis University College London London UK, corresponding author), Jonathan Reades (0000-0002-1443-9263, Centre for Advanced Spatial Analysis University College London London UK), R P J Freeman (0000-0003-0614-5203, Faculty (United Kingdom))
Year2025
Volume50
Issue3
Publication date2025-02-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueTransactions of the Institute of British Geographers (JOURNAL)
Journal identifiersISSN: 0020-2754 • E-ISSN: 1475-5661
PublisherWiley (PUBLISHER • GB)
DOI10.1111/tran.12745
OpenAlexW4407057889
LanguageEN
References cited55

Research on gender in higher education frequently focuses on micro‐ or macro‐scale factors—power relations and working practices, or disciplinary norms and the educational ‘pipeline’—overlooking the meso‐scale of ‘place’ embodied in departments and institutions. This study bridges that gap by applying data science and multilevel modelling within a quantitative feminist geographical framework to analyse gendered PhD completion patterns in the UK from 1990 to 2020. Using the British Library's E‐Thesis Online Service (EThOS), we identify ‘department‐like units’ as pivotal, accounting for 10.7% of the variation in the likelihood of a PhD student being female—more than any other grouping. Overall, STEM fields remain male‐skewed, while the Arts and Humanities, and Social Sciences show a female skew. Institutional histories and geography also matter: in Scottish and Northern Irish universities students are more likely to be female compared with English universities, while the likelihood in Wales is lower. The use of statistical methods through a feminist lens offers a foundation for targeted interventions: our results suggest a greater focus on departments in equality initiatives like Athena SWAN and adjustments to funding policies to enhance diversity in PhD cohorts, particularly in male‐dominated disciplines. Future work should integrate intersectional approaches to deepen understanding of these dynamics, but these findings emphasise the value of place‐based analysis in addressing gender disparities and guiding policy

Discipline · Diversity (politics · Ethos · Geography · Irish · Political science · Public relations · Scale (ratio · Social science · Sociology · Diversity and Career in Medicine · Gender Diversity and Inequality · Gender Studies

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  • Comparison and benchmark of name-to-gender inference services

    Open Access•Lucía Santamaría, Helena Mihaljević•PeerJ Computer Science•2018

  • Accidental, open and everywhere

    Open Access•Daniel Arribas-Bel•Applied Geography•2014

  • Intersectional inequalities in science

    Open Access•Diego Kozlowski, Vincent Larivière et al.•Proceedings of the National…•2022

  • An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy

    Open Access•Juan Merlo, Philippe Wagner et al.•PLoS ONE•2016

  • Variance Partitioning in Multilevel Logistic Models that Exhibit Overdispersion

    Open Access•William J Browne, V Subramanian et al.•Journal of the Royal Statistical…•2005

  • Gender inequality in academia

    Open Access•Bettina J Casad, Jillian E Franks et al.•Journal of Neuroscience Research•2021

  • Fitting Linear Mixed-Effects Models Using lme4

    Open Access•David M Bates, Douglas Bates et al.•Journal of Statistical Software•2015

  • Who Makes Geographical Knowledge? The Gender of Geography’s Gatekeepers

    Open Access•C Schurr, Marguerite Müller et al.•The Professional Geographer•2020

  • Who Counts? Gender, Gatekeeping, and Quantitative Human Geography

    Raymond S Franklin, Victoria Houlden et al.•The Professional Geographer•2021

  • Shedding new light on residential property price variation in England

    Open Access•Bin Chi, Adam Dennett et al.•Environment and Planning B Urban…•2021

  • Multilevel Statistical Models

    Open Access•Harvey Goldstein•Multilevel Statistical Models•2010

  • New Recommendations on the Use of R-Squared Differences in Multilevel Model Comparisons

    Jason D Rights, Sonya K Sterba•Multivariate Behavioral Research•2020

  • A Geographic Classification of Geography Material as Based Upon the Dewey Classification System

    Alfred H Meyer•Annals of the Association of…•1947

  • Introduction

    Francis Harvey, Mei-Po Kwan et al.•Cartographica The International…•2005

  • Everyday sexism and racism in the ivory tower

    Open Access•Dounia Bourabain•Gender Work and Organization•2020

  • The trouble with ‘work–life balance’ in neoliberal academia

    Rodrigo Rosa•Journal of Gender Studies•2021

  • Women and science careers

    Jacob Clark Blickenstaff•Gender and Education•2005

  • Geographical information science

    Open Access•David O’sullivan•Progress in Human Geography•2006

  • Putting Geographical Information Science in Place – Towards Theories of Platial Information and Platial Information Systems

    Open Access•Franz‐Benjamin Mocnik•Progress in Human Geography•2022

  • Under examination

    Open Access•Gwilym Owens, Richard Harris et al.•Progress in Human Geography•2015

  • Detecting variability

    Open Access•Christianne Fernée, Christianne L Fernee et al.•Journal of Archaeological Science•2021

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    Open Access•Marianna Pavlovskaya•Canadian Geographies /…•2018

  • Keeping Women in the Science Pipeline

    Open Access•Marc Goulden, Mary Ann Mason et al.•The Annals of the American…•2011

  • Gendering and Diversifying the Research Pipeline

    Open Access•Laura Sheppard, Jonathan Reades et al.•Annals of the American…•2023

  • Playing Mother

    Open Access•A Crabtree, Chris Shiel•SAGE Open•2019

  • Hierarchies, Jobs, Bodies

    Open Access•Joan Acker•Gender & Society•1990

  • Beyond the Chilly Climate

    Open Access•Dana M Britton•Gender & Society•2017

  • New Categories Are Not Enough

    Open Access•L Westbrook, Aliya Saperstein•Gender & Society•2015

  • Multilevel Modeling for Binary Data

    G Guo, Hongxin Zhao•Annual Review of Sociology•2000

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