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Resilience, science, technology, engineering, and mathematics (STEM), and anger

A linguistic inquiry into the psychological processes associated with resilience in secondary school STEM learning

Bibliographic Data

ID9615022
AuthorsSophie S Hall (0000-0002-9847-8269, College of Life Sciences University of Leicester UK, corresponding author), Ross Morrison McGill (Faculty of Education University of Cambridge UK), Steven Puttick (Department of Education University of Oxford UK), Steve Puttick (0000-0003-4939-8323, University of Oxford), John Maltby (0000-0002-0621-9359, College of Life Sciences University of Leicester UK)
Year2022
Volume92
Issue3
Pages1215-1238
Publication date2022-09-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueBritish Journal of Educational Psychology (JOURNAL)
Journal identifiersISSN: 0007-0998 • E-ISSN: 2044-8279
PublisherWiley (PUBLISHER • GB)
DOI10.1111/bjep.12496
PMID35304923
OpenAlexW4221019118
LanguageEN
Citations received6
References cited98

AIM: To examine resilience in Science, Technology, Engineering, and Mathematics (STEM) learning within an ecological model, identifying the psychological processes associated with resilient, and non-resilient learning to develop a framework for promoting STEM resilience. SAMPLE AND METHOD: From a sample of secondary-school students (n = 4,936), 1,577 students who found their STEM lesson difficult were identified. Students were assessed on three resilience capabilities and asked to write a commentary on how they responded to the lesson. RESULTS: Factor analysis revealed that resilience in STEM learning could be positioned within the ecological systems model, with students' resilience being comprised of three capabilities; the ability to quickly and easily recover (Recovery), remain focussed on goals (Ecological), and naturally adjust (Adaptive capacity). Using a linguistic analysis programme, we identified the prevalence of words within the student commentaries which related to seven psychological processes. Greater ability to recover was negatively related to negative emotional processes. To increase the specificity of this relationship, we identified high and low resilient students and compared their commentaries. Low resilient students used significantly more anger words. Qualitative analysis revealed interpersonal sources of anger (anger at teacher due to lack of support) and intrapersonal sources of anger (including rumination, expression and control, and seeking distraction). CONCLUSIONS: Anger is a key process that distinguishes students who struggle to recover from a difficult STEM lesson. An ecological systems model may prove useful for understanding STEM resilience and developing intervention pathways. Implications for teacher education include the importance of students' perceptions of teacher support

Anger · Mathematics education · Psychological resilience · Resilience (materials science) · Education, Achievement, and Giftedness · Grit, Self-Efficacy, and Motivation · Psychology · Resilience and Mental Health · Social Psychology

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    Open Access•Tommy Tanu Wijaya, Imam Fitri Rahmadi et al.•International Journal of…•2022

  • Attribution linking creative self-efficacy and resilience in a STEAM competition context

    Open Access•Jon‐chao Hong, Jon-Chao Hong et al.•Thinking Skills and Creativity•2026

  • Effects of goal achievement motivation on K-12 students’ resilience in STEAM activities

    Yuanmeng Zhan, Jon‐chao Hong et al.•Journal of Research on Technology…•2025

  • Evaluating Minecraft as a game-based metaverse platform

    Manpreet Singh, Daner Sun•Interactive Learning Environments•2025

  • Words That Resonate

    Open Access•Agnieszka Kwapisz, Brock J Lameres•IEEE Transactions on Education•2024

  • Engineering Within Ecological Constraints

    Peter Schulze•Engineering within ecological…•1996

  • Overcoming the Odds

    Emmy E Werner, Emmy Ε Werner et al.•Overcoming the Odds•1992

  • Emotion and Achievement During Adolescence

    Open Access•Reinhard Pekrun•Child Development Perspectives•2017

  • Development and validation of the anger rumination scale

    Open Access•Denis G Sukhodolsky, Arthur Golub et al.•Personality and Individual…•2001

  • Conceptualizing and Re-Evaluating Resilience Across Levels of Risk, Time, and Domains of Competence

    Open Access•Ella Vanderbilt-Adriance, Ella Vanderbilt‐Adriance et al.•Clinical Child and Family…•2008

  • Supporting girls’ and boys’ engagement in math and science learning

    Open Access•Jennifer A Fredricks, Tara Hofkens et al.•Journal of Research in Science…•2018

  • Gender Gap in Science, Technology, Engineering, and Mathematics (STEM)

    Open Access•Ming-Te Wang, Jessica L Degol•Educational Psychology Review•2017

  • Longitudinal and Contextual Associations Between Teacher–Student Relationships and Student Engagement

    Open Access•Daniel Quin•Review of Educational Research•2017

  • Teacher–child relationships, classroom climate, and children’s social-emotional and academic development.

    Christina L Rucinski, Joshua L Brown et al.•Journal of Educational Psychology•2018

  • Structural equation modelling

    Open Access•Paul Barrett•Personality and Individual…•2007

  • Directly controlling teacher behaviors as predictors of poor motivation and engagement in girls and boys

    Open Access•Avi Assor, Haya Kaplan et al.•Learning and Instruction•2005

  • Attrition in developmental psychology

    Open Access•Jody S Nicholson, Pascal R Deboeck et al.•International Journal of…•2017

  • A methodological review of resilience measurement scales

    Open Access•Gill Windle, Kate M Bennett et al.•Health and Quality of Life Outcomes•2011

  • The Impact of a Military Air Disaster on The Health of Assistance Workers

    Paul T Bartone, Robert J Ursano et al.•The Journal of Nervous and Mental…•1989

  • Resilience in the face of stress

    Open Access•Allison S Troy, Iris B Mau et al.•Resilience and Mental Health•2011

  • Resilience in the Face of Adversity

    Open Access•Michael Rutter•The British Journal of Psychiatry•1985

  • Achievement Emotions and Academic Performance

    Open Access•Reinhard Pekrun, Stephanie Lichtenfeld et al.•Child Development•2017

  • Resilience and Stability of Ecological Systems

    C S Holling•Annual Review of Ecology and…•1973

  • Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance

    Fangfang Chen, Fang Fang Chen•Structural Equation Modeling: A…•2007

  • Development of a new resilience scale

    Open Access•Kathryn M Connor, Francisco Javier Sánchez Sánchez-Cañete et al.•Depression and Anxiety•2003

  • Cutoff criteria for fit indexes in covariance structure analysis

    Li‐tze Hu, Peter M Bentler•Structural Equation Modeling: A…•1999

  • The brief resilience scale

    Brent W Smith, Bruce W Smith et al.•International Journal of…•2008

  • Testing Structural Equation Models

    J Scott Long, Kenneth A Bollen•Testing Structural Equation Models•2012

  • Examining how parent and teacher enthusiasm influences motivation and achievement in STEM

    Open Access•Tomas Jungert, Shelby L Levine et al.•The Journal of Educational Research•2020

  • “Science capital”

    Open Access•Louise Archer, Ed Dawson et al.•Journal of Research in Science…•2015

  • Motivational pathways to STEM career choices

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

  • Relations between Temperament and Anger Regulation over Early Childhood

    Open Access•Patricia Z Tan, Laura Marie Armstrong et al.•Social Development•2012

  • At risk students and teacher-student relationships

    Sue Walker, Linda J Graham•International Journal of…•2019

  • Development and Validation of a Measure of Resiliency

    Cynthia L Jew, Kathy E Green et al.•Measurement and Evaluation in…•1999

  • Gender and the Choice of a Science Career

    Open Access•Sarah Buday, Sarah K Buday et al.•Sex Roles•2011

  • Engaging in and with research to improve STEM education

    Andri Christodoulou•Research Papers in Education•2017

  • Who studies STEM subjects at A level and degree in England? An investigation into the intersections between students’ family background, gender and ethnicity in determining choice

    Open Access•Natasha Codiroli Mcmaster•British Educational Research…•2017

  • Inter‐professional work and expertise

    Open Access•A Edwards, Ingrid Lunt et al.•British Educational Research…•2010

  • Push on through’

    Open Access•Ceri Brown, Jeremy Dixon•British Educational Research…•2020

  • Women into science and engineering? Gendered participation in higher education STEM subjects

    Open Access•Emma Smith, Emma M Smith•British Educational Research…•2011

  • The Role of Social Support in Students’ Perceived Abilities and Attitudes Toward Math and Science

    Open Access•ASERT ASERT, Lindsay Rice et al.•Journal of Youth and Adolescence•2013

  • The role of strategic attention deployment in development of self-regulation

    Anita Sethi, Walter Mischel et al.•Developmental Psychology•2000

  • Developmental changes in anger expression and attention focus

    Pamela M Cole, Patricia Z Tan et al.•Developmental Psychology•2011

  • Cross-Sectional and Longitudinal Disparities in STEM Career Aspirations at the Intersection of Gender, Race/Ethnicity, and Socioeconomic Status

    Open Access•Guan Saw, Chi-Ning Chang et al.•Educational Researcher•2018

  • Using thematic analysis in psychology

    Open Access•Braun, Virginia Braun et al.•Qualitative Research in Psychology•2006

  • Resilient, overcontrolled, and undercontroleed personality prototypes in childhood

    Jens B Asendorpf, Marcel A G Van Aken et al.•Journal of Personality and Social…•1999

  • Resilient, overcontrolled, and undercontrolled boys

    Richard W Robins, Oliver P John et al.•Journal of Personality and Social…•1996

  • Happy fish in little ponds

    Reinhard Pekrun, Kou Murayama et al.•Journal of Personality and Social…•2019

  • Publication Manual of the American Psychological Association

    Open Access•Rui Yao•Family and Consumer Sciences…•2011

  • A power primer

    Jacob Cohen•Psychological Bulletin•1992

  • The Psychological Meaning of Words

    Open Access•Yla R Tausczik, Yla Tausczik et al.•Journal of Language and Social…•2010

  • The Social Pipeline

    Open Access•I J Raabe, Z Boda et al.•Sociology of Education•2019

Unique citing works6
Citations per year1.5
Citation span2022 - 2026 (5)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 6

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