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“Reality Shock” of Beginning Teachers? Changes in Teacher Candidates’ Emotional Exhaustion and Constructivist-Oriented Beliefs
Abstract
Beginning teachers often feel disillusioned and stressed during their first years of teaching. In the present study, we investigated changes in teacher candidates’ constructivist beliefs and emotional exhaustion. We assessed 163 German mathematics teacher candidates 3 times: at the beginning of, in the middle of, and after they completed the induction program. The results revealed a statistically significant decrease in constructivist beliefs and an inverted U-shaped change in emotional exhaustion with an increase at the beginning of the induction program and a decrease afterward. We also found that personal (i.e., math enjoyment) and social (i.e., instrumental support from peers and a constructivist-oriented mentor teacher) resources buffered the decrease in constructivist beliefs and the increase in emotional exhaustion.
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“Longitudinal studies have found that teachers holding student-centered beliefs report higher job satisfaction and lower emotional exhaustion (Voss and Kunter, 2020)”
From Teaching beliefs and wellbeing among primary school teachers: a moderated mediation of work engagement and career adaptability (2026) · cites this paper as Voss and Kunter, 2020
Citations
Cites
The Job Demands‐Resources model: state of the art
Bakker, A. B., & Demerouti, E. (2007) · Journal of Managerial Psychology · doi:10.1108/02683940710733115 · Cited by 12,996
Lazarus, R. S. (1991) · doi:10.1093/oso/9780195069945.001.0001 · Cited by 12,691
Teachers' beliefs and educational research: cleaning up a messy construct
Pajares, M. F. (1992) · Review of Educational Research · doi:10.3102/00346543062003307 · Cited by 9,007
(1996) · Consulting Psychologists Press eBooks · Cited by 7,863
Handbook of research on teacher education
(1990) · Choice Reviews Online · doi:10.5860/choice.28-1672 · Cited by 3,751
A standard international socio-economic index of occupational status
Ganzeboom, H. B. G., de Graaf, P. M., & Treiman, D. J. (1992) · Social Science Research · doi:10.1016/0049-089x(92)90017-b · Cited by 3,120
Burnout and work engagement among teachers
Hakanen, J. J., Bakker, A. B., & Schaufeli, W. B. (2006) · Journal of School Psychology · doi:10.1016/j.jsp.2005.11.001 · Cited by 3,067
Teacher Turnover and Teacher Shortages: An Organizational Analysis
Ingersoll, R. M. (2001) · American Educational Research Journal · doi:10.3102/00028312038003499 · Cited by 2,989 · cited 1×
“An indirect indication of recovery is given by the U-shaped pattern of change in teacher attrition (e.g., Gold, 1996; Guarino et al., 2006) in which attrition is high for novice teachers and lower for more experienced teachers with an increase again as retirement approaches (e.g., Ingersoll, 2001).”
BackgroundPerceived Problems of Beginning Teachers
Veenman, S. (1984) · Review of Educational Research · doi:10.3102/00346543054002143 · Cited by 2,832
Handbook of Research on Teaching
Richardson, V. (2001) · Cited by 2,436
Research works printed but not linked: 9
- Fennema E., 1990, Teacher belief scale: Cognitively guided instruction project
- Fuller F. F., 1975, Teacher education: Seventy-fourth yearbook of the National Society for the Study of Education, 25
- Handal B., 2003, The Mathematics Educator, 13, 47
- Heller K. A., 2000, Kognitiver Fähigkeitstest für 4.–12. Klassen: Revision (KFT 4-12+R)
- Huberman M., 1993, The lives of teachers
- Richardson V., 1996, Handbook of research on teacher education, 102
- Skott J., 2015, International handbook of research on teachers’ beliefs, 13
- 10.2307/1170301 · DOI
- 10.2307/1170752 · DOI
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Metadata
- Authors
- Voss, T., & Kunter, M.
- Affiliations
- University of Freiburg (DE)
- Goethe University Frankfurt (DE)
- Corresponding author
- Voss, Thamar
- Venue
- Journal of Teacher Education
- Publisher
- SAGE Publications
- Published
- 2019-04-09
- Volume
- 71
- Issue
- 3
- Pages
- 292-306
- ISSN
- 0022-4871 (ISSN-L)
- 1552-7816
- OpenAlex
- W2937077999
- Cited by
- 201
- References
- 76
- Citations by year
- 2026: 28 · 2025: 32 · 2024: 45 · 2023: 38 · 2022: 29 · 2021: 18 · 2020: 9 · 2019: 2
- FWCI
- 39.12
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Teacher Education (publishedVersion)
- Funders
- Albert-Ludwigs-Universität Freiburg
- Topics
- Social Sciences › Education › Teacher Education and Leadership Studies
- Social Sciences › Education › Teacher Professional Development and Motivation
- Social Sciences › Education › Mathematics Education and Teaching Techniques
- Keywords
- novice teachers, teacher induction, emotional exhaustion, constructivist beliefs, mathematics teacher candidates, teacher beliefs, peer support, cooperating teachers, teacher stress
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