Mathematics interest, self-efficacy, and anxiety predict STEM career choice in emerging adulthood

To examine the combined effects of maths anxiety (MA), maths self-efficacy (MSE), and maths interest (MI) on STEM career choice, we analysed self-report data from 7908 Twins Early Development Study participants, collected at ages 16 (MSE, MI), 18 (MA) and 21 (STEM career choice). When analysed in the same model, MSE did not independently predict STEM career choice. MI (OR = 1.75) was a stronger predictor than MA (OR = 0.79), which was not significant after controlling for maths achievement. MI was a significant positive predictor of STEM career choices for both males (OR = 1.88) and females (OR = 1.77). However, MA was only predictive for males (OR = 0.62), and MSE was only predictive for females in the unadjusted model (OR = 1.77). These results highlight the importance of nurturing maths interest to bridge the STEM skills gap, regardless of sex. Future research should consider the co-development of maths-related psychological constructs to further understand their influence on STEM career paths.

Authors

Institutions

Publication Details

Journal
npj Science of Learning
Published
2024-11-13
DOI
https://doi.org/10.1038/s41539-024-00275-1
Citations
4
Primary Topic
Education, Achievement, and Giftedness
Type
article
Field-Weighted Citation Impact
2.03

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mathematics interest, self-efficacy, and anxiety predict STEM career choice in emerging adulthood

Kaili Rimfeld, Margherita Malanchini, Rebecca Ferdinand
4 citations
npj Science of Learning
Education, Achievement, and Giftedness
2.03
article

Mathematics interest, self-efficacy, and anxiety predict STEM career choice in emerging adulthood

Kaili Rimfeld, Margherita Malanchini, Rebecca Ferdinand
article en
4 citations

Abstract

To examine the combined effects of maths anxiety (MA), maths self-efficacy (MSE), and maths interest (MI) on STEM career choice, we analysed self-report data from 7908 Twins Early Development Study participants, collected at ages 16 (MSE, MI), 18 (MA) and 21 (STEM career choice). When analysed in the same model, MSE did not independently predict STEM career choice. MI (OR = 1.75) was a stronger predictor than MA (OR = 0.79), which was not significant after controlling for maths achievement. MI was a significant positive predictor of STEM career choices for both males (OR = 1.88) and females (OR = 1.77). However, MA was only predictive for males (OR = 0.62), and MSE was only predictive for females in the unadjusted model (OR = 1.77). These results highlight the importance of nurturing maths interest to bridge the STEM skills gap, regardless of sex. Future research should consider the co-development of maths-related psychological constructs to further understand their influence on STEM career paths.

npj Science of LearningVol. 9(1)
Queen Mary University of London (GB), King's College London (GB), Royal Holloway University of London (GB)
Wellcome Trust, National Institutes of Health, Medical Research Council, Royal Holloway, University of London
Quality Education
Openalex Percentile: Top 12%
Education, Achievement, and Giftedness
2.03
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mathematics interest, self-efficacy, and anxiety predict STEM career choice in emerging adulthood — Kaili Rimfeld, Margherita Malanchini, et al. · npj Science of Learning (2024) | TGRS Research Map | TGRS