Unraveling gender disparities in teachers’ technological pedagogical and content knowledge: A large-scale meta-analytic review

This large-scale meta-analytic review investigates gender disparities in pre- and in-service K-12 teachers’ Technological Pedagogical and Content Knowledge (TPACK) self-efficacy and performance. Synthesizing 915 effect sizes from 102 primary studies and 420 teacher samples ( N = 681,745 teachers) in 70 countries via multilevel meta-analyses, we found small but significant gender differences favoring male teachers in TPACK self-efficacy ( = -0.17), particularly in technological knowledge ( = -0.31) and technological pedagogical knowledge ( = -0.14). However, no significant gender disparities were observed in TPACK performance ( = -0.08). Our findings revealed considerable heterogeneity in these effects across samples, studies, countries, measures, and over time, which could be partly explained by factors such as educational level, country-level gender inequality, and economic development. These results do not support male teachers’ advantage in all aspects of technology-related teaching competencies. Our meta-analytic review further implies that gender disparities in TPACK vary across contexts or over time. • Gender differences in TPACK self-efficacy were small and favored men, = -0.17 • Men scored slightly higher on performance measures of TPACK, = -0.08 • Gender disparities were the largest for TK self-efficacy, = -0.31 • Self-efficacy gender effects varied by sample, study, country, measure, and time • Gender inequality and economic growth partly explained heterogeneity

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Publication Details

Journal
Educational Research Review
Published
2026-01-14
DOI
https://doi.org/10.1016/j.edurev.2026.100765
Primary Topic
Gender and Technology in Education
Type
article
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article

Unraveling gender disparities in teachers’ technological pedagogical and content knowledge: A large-scale meta-analytic review

Fazilat Siddiq, Tim Fütterer, Diego G. Campos
Educational Research Review
Gender and Technology in Education
article

Unraveling gender disparities in teachers’ technological pedagogical and content knowledge: A large-scale meta-analytic review

Fazilat Siddiq, Tim Fütterer, Diego G. Campos
article en

Abstract

This large-scale meta-analytic review investigates gender disparities in pre- and in-service K-12 teachers’ Technological Pedagogical and Content Knowledge (TPACK) self-efficacy and performance. Synthesizing 915 effect sizes from 102 primary studies and 420 teacher samples ( N = 681,745 teachers) in 70 countries via multilevel meta-analyses, we found small but significant gender differences favoring male teachers in TPACK self-efficacy ( = -0.17), particularly in technological knowledge ( = -0.31) and technological pedagogical knowledge ( = -0.14). However, no significant gender disparities were observed in TPACK performance ( = -0.08). Our findings revealed considerable heterogeneity in these effects across samples, studies, countries, measures, and over time, which could be partly explained by factors such as educational level, country-level gender inequality, and economic development. These results do not support male teachers’ advantage in all aspects of technology-related teaching competencies. Our meta-analytic review further implies that gender disparities in TPACK vary across contexts or over time. • Gender differences in TPACK self-efficacy were small and favored men, = -0.17 • Men scored slightly higher on performance measures of TPACK, = -0.08 • Gender disparities were the largest for TK self-efficacy, = -0.31 • Self-efficacy gender effects varied by sample, study, country, measure, and time • Gender inequality and economic growth partly explained heterogeneity

Educational Research ReviewVol. 50
Institute of Education Sciences (US), University of Oslo (NO), University of Tübingen (DE)
Gender equality
Openalex Percentile: Top 90%
Gender and Technology in Education
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Unraveling gender disparities in teachers’ technological pedagogical and content knowledge: A large-scale meta-analytic review — Fazilat Siddiq, Tim Fütterer, et al. · Educational Research Review (2026) | TGRS Research Map | TGRS