The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study
Abstract
1. Introduction
1.1. Social Cognitive Theory and Multiple Effects of Extracurricular Activities
1.2. Self-Determination Theory: Relationships Between Self-Efficacy, Professional Interest, and Self-Regulation
1.3. Self-Regulation and Interpersonal Relationships Theories: Relational Mechanisms in Pre-Service Teachers’ Professional Development
2. Materials and Methods
2.1. Participants
2.2. Data Collection Tool and Data Collection Process
Scale for the Contribution of Participation in Extracurricular Activities to Professional Development
2.3. Data Analysis
3. Results
3.1. Results Related to the Measurement Model
3.2. Goodness of Fit Values of the Model
3.3. Results Related to the Structural Model
3.3.1. Multiple Effects of Extracurricular Activities from the Perspective of Social Cognitive Theory
3.3.2. Self-Efficacy, Professional Interest, and Self-Regulation Relationships from the Perspective of Self-Determination Theory
3.3.3. Relational Mechanisms from the Perspective of Self-Regulation and Interpersonal Relationships Theories
4. Discussion
4.1. Discussion of Multiple Effects of Extracurricular Activities from the Perspective of Social Cognitive Theory
4.2. Discussion of Self-Efficacy, Professional Interest, and Self-Regulation Relationships from the Perspective of Self-Determination Theory
4.3. Discussion of Relational Mechanisms from the Perspective of Self-Regulation and Interpersonal Relationships Theories
4.4. Original Results and Theoretical Implications
4.5. Contributions to Sustainable Development Goal 4 (Quality Education)
4.6. Integration of Formal and Informal Learning in Teacher Professional Development
4.7. Practical Implications for Teacher Education Programs
4.7.1. Strategic Integration of Extracurricular Activities
4.7.2. Reimagining Assessment Approaches
4.7.3. Institutional Support and Policy Development
4.7.4. Professional Development Pathways
4.7.5. Implementation Considerations
4.7.6. Addressing Contradictory Findings in Practice
4.8. Measurement Model Implications
4.9. Limitations of This Study
5. Conclusions and Recommendations
5.1. Conclusions
5.2. Recommendations
5.2.1. Recommendations for Practitioners
- Strategic integration of extracurricular activities: Programs should systematically embed experiential learning opportunities, recognizing their strong association with self-efficacy development (β = 0.849) and professional interest enhancement (β = 0.418).
- Holistic assessment framework: The negative relationship between self-efficacy and academic achievement (β = −0.152) suggests that traditional GPA-based assessments may inadequately capture professional competencies. Programs should develop multidimensional evaluation systems incorporating professional development indicators alongside academic performance. Future research should explore assessment methodologies that align with the multidimensional nature of teacher competency development demonstrated in this study.
- Differentiated competency recognition: The findings indicate that professional and academic competencies may develop through different pathways. Rather than viewing this as problematic, programs should recognize and nurture both dimensions as complementary aspects of teacher preparation.
- Evidence-based resource allocation: The high explanatory power for professional development variables justifies institutional investment in extracurricular programming as a legitimate component of teacher preparation infrastructure.
5.2.2. Suggestions for Researchers
- 5.
- Examining the relationship between self-efficacy and academic achievement: It is suggested that the negative relationship between self-efficacy and academic achievement (β = −0.152) and the finding that the variables in the model explain only 1.8% of the variance in academic achievement should be examined in depth in future studies. As suggested by Schneider and Preckel (2017), research focusing on identifying additional variables such as cognitive strategies, motivational factors, socioeconomic variables, and institutional factors that can explain this paradoxical relationship and low explained variance can contribute to the field.
- 6.
- Comparative analysis of activity types and components of academic achievement: A comparative analysis of the effects of different types of extracurricular activities (academic, social, community service) on pre-service teachers’ development can be suggested. In addition, the development of comprehensive models that include cognitive, motivational, social, and institutional factors that can better explain academic achievement may help to identify the sources of the 98.2% variance that cannot be explained in the current study.
- 7.
- Longitudinal and mixed-methods research: Based on the mixed-method approaches suggested by Tashakkori and Teddlie (2010), longitudinal studies that follow the performance of pre-service teachers after they enter the profession are recommended. Designing mixed-method studies that combine qualitative and quantitative methods to understand the effects of extracurricular activities in depth can fill the gap in the literature.
- 8.
- Comprehensive Self-Determination Theory testing: Future research should address the theoretical limitations identified in this study by developing more comprehensive SDT testing approaches. The incomplete integration of Self-Determination Theory’s competence need satisfaction construct represents a significant opportunity for methodological advancement. Studies should include direct measures of basic psychological need satisfaction (autonomy, competence, relatedness) during extracurricular participation using validated instruments such as the Basic Psychological Needs Scale (Deci and Ryan 2000) or the Psychological Need Satisfaction and Frustration Scale (Chen et al. 2015). Additionally, achievement outcomes should be tested as SDT-derived hypotheses, examining pathways such as professional interest → academic achievement and competence need satisfaction → academic achievement, rather than positioning academic outcomes within alternative theoretical frameworks. Studies should also distinguish between different types of achievement experiences (mastery achievements, social recognition, goal attainment) and their differential effects on need satisfaction and subsequent professional development outcomes. Longitudinal designs would be particularly valuable for tracking need satisfaction development over time and its relationship to both immediate outcomes (motivation, engagement) and long-term professional development indicators (teaching effectiveness, career persistence).
- 9.
- Measurement invariance assessment: Future research should conduct multi-group confirmatory factor analysis to test measurement invariance (configural, metric, scalar) across academic levels and program types. This would ensure that the same constructs are being measured consistently across student cohorts with different levels of professional development experience (Widaman and Reise 1997). Such analysis would strengthen confidence in the generalizability of the scale structure across different stages of teacher education.
- 10.
- Comprehensive control variable analysis: Future research should systematically control for activity characteristics (type, duration, intensity), academic level, program type, and institutional context. Multi-level modeling approaches could account for nested data structures (students within programs within institutions) while examining how different activity types contribute differentially to specific professional development outcomes.
5.2.3. Recommendations for Policymakers
- 11.
- Integrated teacher education policies: The findings suggest that in line with the United Nations’ (2015) Sustainable Development Goals, it may be beneficial to make extracurricular activities an integral part of teacher education policies. It may be suggested that Rieckmann’s (2017) sustainable development perspective should be concretely reflected in teacher education programs.
- 12.
- Financial support mechanisms: The research findings support the importance of providing systematic financial support for the organization of extracurricular activities and the participation of pre-service teachers. As Darling-Hammond et al. (2017) emphasize, considering the associations between these activities in the multidimensional development of pre-service teachers, it may be recommended to review resource allocation.
- 13.
- Updated competency frameworks: In line with the 21st century skills emphasized by the OECD (2019), teacher competency frameworks should be updated to include self-efficacy, self-regulation skills, and interpersonal relationship skills based on Reis and Shaver’s (1988) Interpersonal Relationships Theory. Expanding accreditation processes to include criteria to evaluate the quality of extracurricular activities can contribute to the quality of education.
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Alagöz, Tuğba, and Suzan Canlı. 2024. The effect of innovative schools and schools’ openness to change on teachers’ adaptive performance. Kuramsal Eğitimbilim 17: 791–813. [Google Scholar] [CrossRef]
- Aldossary, Maryam S., Cindy A. Smith, and Lisa F. Paris. 2025. Instrumental peer mentoring using visual arts to support university students: A scoping review. Review of Education 13: e70026. [Google Scholar] [CrossRef]
- Aldrup, Karen, Bastian Carstensen, Michaela M. Köller, and Uta Klusmann. 2020. Measuring teachers’ social-emotional competence: Development and validation of a situational judgment test. Frontiers in Psychology 11: 892. [Google Scholar] [CrossRef] [PubMed]
- Aldrup, Karen, Uta Klusmann, Oliver Lüdtke, Richard Göllner, and Ulrich Trautwein. 2018. Student misbehavior and teacher well-being: Testing the mediating role of the teacher-student relationship. Learning and Instruction 58: 126–36. [Google Scholar] [CrossRef]
- Alhasov, Yashar, Anna Verbytska, and Tetiana Kolenichenko. 2020. Teaching English to adult learners within extracurricular activities at university: Barriers and motivation factors. Advanced Education 7: 12–19. [Google Scholar] [CrossRef]
- Allen, Kelly-Ann, Negar Jamshidi, Emily Berger, Andrea Reupert, Gerald Wurf, and Fiona May. 2022. Impact of School-Based Interventions for Building School Belonging in Adolescence: A Systematic Review. Educatinal Psychology Review 34: 229–57. [Google Scholar] [CrossRef]
- Anderson, James C., and David W. Gerbing. 1984. The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis. Psychometrika 49: 155–73. [Google Scholar] [CrossRef]
- Bandura, Albert. 1986. Social Foundations of Thought and Action. Hoboken: Prentice-Hall. [Google Scholar]
- Bandura, Albert. 1997. Self-Efficacy: The Exercise of Control. New York: W H Freeman & Co., Macmillan. [Google Scholar]
- Banks, James A. 2015. Cultural Diversity and Education: Foundations, Curriculum, and Teaching, 6th ed. Boston: Pearson. [Google Scholar]
- Bardach, Lisa, Robert M. Klassen, and Nancy E. Perry. 2021. Teachers’ psychological characteristics: Do they matter for teacher effectiveness, teachers’ well-being, retention, and interpersonal relations? An integrative review. Educational Psychology Review 34: 259–300. [Google Scholar] [CrossRef]
- Bentler, Peter M. 1990. Comparative fit indexes in structural models. Psychological Bulletin 107: 238. [Google Scholar] [CrossRef]
- Billett, Stephen. 2001. Learning in the Workplace: Strategies for Effective Practice. Sydney: Allen & Unwin. [Google Scholar]
- Billett, Stephen. 2004. Workplace participatory practices: Conceptualising workplaces as learning environments. Journal of Workplace Learning 16: 312–24. [Google Scholar] [CrossRef]
- Billett, Stephen. 2006. Relational interdependence between social and individual agency in work and working life. Mind, Culture, and Activity 13: 53–69. [Google Scholar] [CrossRef]
- Blansky, Deanna, Christina Kavanaugh, Cara Boothroyd, Brianna Benson, Julie Gallagher, John Endress, and Hiroki Sayama. 2013. Spread of academic success in a high school social network. PLoS ONE 8: e55944. [Google Scholar] [CrossRef]
- Brown, Timothy A. 2015. Confirmatory Factor Analysis for Applied Research. New York: Guilford publications. [Google Scholar]
- Byrne, Barbara M. 2010. Multivariate Applications Series. Structural Equation Modeling with AMOS: Basic Concepts, Applications, and Programming. New York: Routledge. [Google Scholar]
- Byrne, Barbara M. 2011. Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. New York: Routledge. [Google Scholar]
- Cai, Zhiling, Jinxing Zhu, and Saiqi Tian. 2022. Preservice teachers’ teaching internship affects professional identity: Self-efficacy and learning engagement as mediators. Frontiers in Psychology 13: 1070763. [Google Scholar] [CrossRef]
- Calandri, Emanuela, Sofia Mastrokoukou, Cecilia Marchisio, Alessandro Monchietto, and Federica Graziano. 2025. Teacher emotional competence for inclusive education: A systematic review. Behavioral Sciences 15: 359. [Google Scholar] [CrossRef]
- Calvo, Sandra, Rocío Fortún-Rabadán, Sara Pérez-Palomares, Beatriz Carpallo-Porcar, Raquel Lafuente-Ureta, and Carolina Jiménez-Sánchez. 2025. Benefits of musculoskeletal health promotion in school communities through service-learning: A mixed-method approach. Frontiers in Public Health 13: 1–12. [Google Scholar] [CrossRef] [PubMed]
- Cebrián, Gisela, and Mercè Junyent. 2015. Competencies in education for sustainable development: Exploring the student teachers’ views. Sustainability 7: 2768–86. [Google Scholar] [CrossRef]
- Chen, Beiven, Maarten Vansteenkiste, Wim Beyers, Liesbet Boone, Edward L. Deci, Jolene Van der Kaap-Deeder, Bart Duriez, Willy Lens, Lennia Matos, Athanasios Mouratidis, and et al. 2015. Basic psychological need satisfaction, need frustration, and need strength across four cultures. Motivation and Emotion 39: 216–36. [Google Scholar] [CrossRef]
- Cheung, Gordon W., and Roger B. Rensvold. 2002. Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling 9: 233–55. [Google Scholar] [CrossRef]
- Chongcharoen, Duangkamol, Suphanwadee Waiyaroop, Disira Phangsanga, and Muhammad Shahid Khan. 2024. Promoting the Emotional and Social Intelligence of Early Childhood by Improving Pre-Service Teacher Performance Through Collaborative Learning Process. Revista De Gestão Social E Ambiental 18: e06771. [Google Scholar] [CrossRef]
- Creswell, John W. 2015. Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research. New York: Pearson. [Google Scholar]
- Darling-Hammond, Linda. 2017. Teacher education around the world: What can we learn from international practice? European Journal of Teacher Education 40: 291–309. [Google Scholar] [CrossRef]
- Darling-Hammond, Linda. 2020. Accountability in teacher education. Action in Teacher Education 42: 60–71. [Google Scholar] [CrossRef]
- Darling-Hammond, Linda, and John Bransford. 2007. Preparing Teachers for a Changing World: What Teachers Should Learn and Be Able to Do. Hoboken: John Wiley & Sons. [Google Scholar]
- Darling-Hammond, Linda, Lisa Flook, Channa Cook-Harvey, Brigid Barron, and David Osher. 2020. Implications for educational practice of the science of learning and development. Applied Developmental Science 24: 97–140. [Google Scholar] [CrossRef]
- Darling-Hammond, Linda, Maria E. Hyler, and Madelyn Gardner. 2017. Effective Teacher Professional Development. Palo Alto: Learning Policy Institute. [Google Scholar]
- Deci, Edward L., and Richard M. Ryan. 2000. The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry 11: 227–68. [Google Scholar] [CrossRef]
- DeVellis, Robert F. 2017. Scale Development: Theory and Applications, 4th ed. Thousand Oaks: Sage Publications. [Google Scholar]
- Dignath, Charlotte, and Gerhard Büttner. 2018. Teachers’ direct and indirect promotion of self-regulated learning in primary and secondary school mathematics classes–insights from video-based classroom observations and teacher interviews. Metacognition and Learning 13: 127–57. [Google Scholar] [CrossRef]
- Dinsmore, Daniel L., and Hope E. Wilson. 2016. Student participation in assessment: Does it influence self-regulation? In Handbook of Human and Social Conditions in Assessment, 1st ed. Edited by Gavin T. L. Brown and Lois R. Harris. New York: Routledge, pp. 145–68. [Google Scholar]
- Doménech-Betoret, Fernando, Laura Abellán-Roselló, and Amparo Gómez-Artiga. 2017. Self-efficacy, satisfaction, and academic achievement: The mediator role of Students’ expectancy-value beliefs. Frontiers in Psychology 8: 1193. [Google Scholar] [CrossRef]
- El Fadely, Abdelmonim, Mohamed Ait Babram, Sabah Selmaoui, and Boujemaa Agorram. 2025. Socioprofessional perceptions of paramedical students about their future careers: A cross-sectional study. Journal of Education and Health Promotion 14: 74. [Google Scholar] [CrossRef]
- Eraut, Michael. 2004. Informal learning in the workplace. Studies in Continuing Education 26: 247–73. [Google Scholar] [CrossRef]
- Fenwick, Tara. 2008. Understanding relations of individual–collective learning in work: A review of research. Management Learning 39: 227–43. [Google Scholar] [CrossRef]
- Fleet, Andrew, Lilia Kaustov, Elio BR Belfiore, Bill Kapralos, Clyde Matava, Julian Wiegelmann, Peter Giacobbe, and Fahad Alam. 2025. Current clinical and educational uses of immersive reality in anesthesia: Narrative review. Journal of Medical Internet Research 27: e62785. [Google Scholar] [CrossRef]
- Fornell, Claes, and David F. Larcker. 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research 18: 39–50. [Google Scholar] [CrossRef]
- Forneris, Tanya, Martin Camiré, and Robert Williamson. 2014. Extracurricular activity participation and the acquisition of developmental assets: Differences between involved and noninvolved canadian high school students. Applied Developmental Science 19: 47–55. [Google Scholar] [CrossRef]
- Fraenkel, Jack R., Norman E. Wallen, and Hellen H. Hyun. 2006. How to Design and Evaluate Research in Education. New York: Mac Graw Hill. [Google Scholar]
- Gebresilase, Bereket Merkine, and Wei Zhao. 2023. Academic self-efficacy mediates the relationship between student teacher interaction and students university academic achievement in Ethiopia. Research Square, Preprint (Version 1); [Google Scholar] [CrossRef]
- George, Darren. 2011. SPSS for Windows Step by Step: A Simple Study Guide and Reference, 17.0 Update, 10th ed. Boston: Pearson Education. [Google Scholar]
- Ginosyan, Hranush, Victoria Tuzlukova, and Fayaz Ahmed. 2020. An investigation into the role of extracurricular activities in supporting and enhancing students’ academic performance in tertiary foundation programs in Oman. Theory and Practice in Language Studies 10: 1528–34. [Google Scholar] [CrossRef]
- Gwet, Kilem L. 2008. Computing inter-rater reliability and its variance in the presence of high agreement. British Journal of Mathematical and Statistical Psychology 61: 29–48. [Google Scholar] [CrossRef]
- Hair, Joseph. F., William C. Black, Barry J. Babin, and Rolph. E. Anderson. 2019. Multivariate Data Analysis. New York: Pearson. [Google Scholar]
- Hair, Joseph F., Jr., G. Tomas M. Hult, Christian M. Ringle, Marko Sarstedt, Nicholas P. Danks, and Soumya Ray. 2021. Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. Cham: Springer Nature. [Google Scholar]
- Hayes, Andrew F. 2017. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach, 2nd ed. New York: Guilford Press. [Google Scholar]
- Hidi, Suzanne, and K. Ann Renninger. 2006. The four-phase model of interest development. Educational Psychologist 41: 111–27. [Google Scholar] [CrossRef]
- Hortigüela-Alcalá, David, Antonio Calderón, and Gustavo González-Calvo. 2020. Transcultural impact of learning to teach sport education on preservice teachers’ perceived teaching competence, autonomy, and academic motivation. Journal of Teaching in Physical Education 40: 431–41. [Google Scholar] [CrossRef]
- Hu, Li-Tze, and Peter M. Bentler. 1999. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling 6: 1–55. [Google Scholar] [CrossRef]
- Jæger, Mads Meier, and Stine Møllegaard. 2017. Cultural capital, teacher bias, and educational success: New evidence from monozygotic twins. Social Science Research 65: 130–44. [Google Scholar] [CrossRef]
- Kaleli, Yavuz Selim. 2020. Investigation of the Relationship between Pre-Service Music Teachers’ Attitudes towards Teaching Profession and Their Self-Efficacy Beliefs. International Journal of Research in Education and Science 6: 580–87. [Google Scholar] [CrossRef]
- Kanar, Adam, and Dave Bouckenooghe. 2021. The role of extracurricular activities in shaping university students’ employment self-efficacy perceptions. Career Development International 26: 158–73. [Google Scholar] [CrossRef]
- Klassen, Robert M., Lisa E. Kim, Jade V. Rushby, and Lisa Bardach. 2020. Can we improve how we screen applicants for initial teacher education? Teaching and Teacher Education 87: 102949. [Google Scholar] [CrossRef]
- Kline, Rex B. 2023. Principles and Practice of Structural Equation Modeling. New York: Guilford Publications. [Google Scholar]
- König, Johannes, Rudy Ligtvoet, Stefan Klemenz, and Martin Rothland. 2017. Effects of opportunities to learn in teacher preparation on future teachers’ general pedagogical knowledge: Analyzing program characteristics and outcomes. Studies in Educational Evaluation 53: 122–33. [Google Scholar] [CrossRef]
- Kramarski, Bracha, and Tova Michalsky. 2009. Three metacognitive approaches to training pre-service teachers in different learning phases of technological pedagogical content knowledge. Educational Research and Evaluation 15: 465–85. [Google Scholar] [CrossRef]
- Kuh, George D. 2008. High-İmpact Educational Practices: What They Are, Who Has Access to Them, and Why They Matter. Washington, DC: Association of American Colleges and Universities. [Google Scholar]
- Landis, J. Richard, and Gary G. Koch. 1977. The measurement of observer agreement for categorical data. Biometrics 33: 159–74. [Google Scholar] [CrossRef] [PubMed]
- Lasekan, Olusiji Adebola, Margot Godoy, and Claudia Myrna Méndez-Alarcón. 2025. Integrating emotional vocabulary in EFL education: A model for enhancing emotional intelligence in pre-service EFL teachers. Frontiers in Psychology 15: 1508083. [Google Scholar] [CrossRef] [PubMed]
- Lave, Jean, and Etienne Wenger. 1991. Situated Learning: Legitimate Peripheral Participation. Cambridge: Cambridge University Press. [Google Scholar] [CrossRef]
- Lei, Hao, Yunhuo Cui, and Wenye Zhou. 2018. Relationships between student engagement and academic achievement: A meta-analysis. Social Behavior and Personality: An International Journal 46: 517–28. [Google Scholar] [CrossRef]
- Li, Lingxue. 2024. Organizational culture, teacher self-efficacy, and quality in chinese higher vocational colleges. International Journal of Research Studies in Management 12: 161–73. [Google Scholar] [CrossRef]
- Li, Shan, and Juan Zheng. 2018. The relationship between self-efficacy and self-regulated learning in one-to-one computing environment: The mediated role of task values. The Asia-Pacific Education Researcher 27: 455–63. [Google Scholar] [CrossRef]
- Liu, Bing, Xiaohan Tian, Ruoxin Yang, Jing Lou, Yuqing Sun, Meng Wang, Qi Wang, Wenkun Lei, Ang Li, and Zhanjun Zhang. 2025. Physical-digital and social-nonsocial extracurricular engagement: Differential effects on brain development and psychological outcomes in children. Research Square, Preprint (Version 1); [Google Scholar] [CrossRef]
- Lozano, Rodrigo, Michelle Y. Merrill, Kaisu Sammalisto, Kim Ceulemans, and Francisco J. Lozano. 2017. Connecting competences and pedagogical approaches for sustainable development in higher education: A literature review and framework proposal. Sustainability 9: 1889. [Google Scholar] [CrossRef]
- Lubis, Abdul Aji Ibrahim, and Mahariah. 2024. Competencies and strategies of al-qur’an hadith teachers in developing student potential through lptq extracurricular. Attarbiyah Journal of Islamic Culture and Education 9: 75–90. [Google Scholar] [CrossRef]
- Mahoney, Joseph L., Beverley D. Cairns, and Thomas W. Farmer. 2003. Promoting interpersonal competence and educational success through extracurricular activity participation. Journal of Educational Psychology 95: 409. [Google Scholar] [CrossRef]
- Mahoney, Joseph L., Reed W. Larson, and Jacquelynne S. Eccles, eds. 2005. Organized Activities as Contexts of Development: Extracurricular Activities, After-School and Community Programs. Mahwah: Lawrence Erlbaum Associates. [Google Scholar]
- Marsick, Victoria J., and Karen Watkins. 2001. Informal and Incidental Learning. New Directions for Adult and Continuing Education 89: 25–34. [Google Scholar] [CrossRef]
- Martin, Andrew J., and Rebecca J. Collie. 2019. Teacher–student relationships and students’ engagement in high school: Does the number of negative and positive relationships with teachers matter? Journal of Educational Psychology 111: 861. [Google Scholar] [CrossRef]
- Mauraji, Ilham, and Antuni Wiyarsi. 2021. Profile of pre-service chemistry teacher self-efficacy: A case on rate of reaction topic. Advances in Social Science, Education and Humanities Research 541: 270–6. [Google Scholar]
- McGrath, Kevin F., and Penny Van Bergen. 2015. Who, when, why and to what end? Students at risk of negative student–teacher relationships and their outcomes. Educational Research Review 14: 1–17. [Google Scholar] [CrossRef]
- Melber, Leah M., and A. M. Cox-Petersen. 2005. Teacher professional development and informal learning environments: Investigating partnerships and possibilities. Journal of Science Teacher Education 16: 103–20. [Google Scholar] [CrossRef]
- Messick, Samuel. 1995. Validity of psychological assessment: Validation of inferences from persons’ responses and performances as scientific inquiry into score meaning. American Psychologist 50: 741–49. [Google Scholar] [CrossRef]
- Mezirow, Jack. 1991. Transformative Dimensions of Adult Learning. San Francisco: Jossey-Bass. [Google Scholar]
- OECD. 2019. An OECD Learning Framework 2030. In The Future of Education and Labor. Arts, Research, Innovation and Society. Edited by Gerald Bast, Elias G. Carayannis and David F. J. Campbell. Cham: Springer. [Google Scholar] [CrossRef]
- Panadero, Ernesto, Anders Jonsson, and Juan Botella. 2017. Effects of self-assessment on self-regulated learning and self-efficacy: Four meta-analyses. Educational Research Review 22: 74–98. [Google Scholar] [CrossRef]
- Panadero, Ernesto, Jaclyn Broadbent, David Boud, and Jason M. Lodge. 2019. Using formative assessment to influence self-and co-regulated learning: The role of evaluative judgement. European Journal of Psychology of Education 34: 535–57. [Google Scholar] [CrossRef]
- Pang, Chunmin, Ruiqin Xie, Nan Kang, and Zhongfeng Hu. 2025. The impact of career education participation on academic self-efficacy: The sequential mediating role of career adaptability and learning engagement. Behavioral Sciences 15: 174. [Google Scholar] [CrossRef]
- Pascarella, Ernest T., and Patrick T. Terenzini. 2005. How College Affects Students: A Third Decade of Research. San Francisco: Jossey-Bass, vol. 2. [Google Scholar]
- Pekin, Müge, and Aykut Emre Bozdoğan. 2021. Ortaokul öğretmenlerinin okul dışı çevrelere gezi düzenlemeye ilişkin öz yeterliklerinin farklı değişkenler açısından incelenmesi: Tokat ili örneği. Uluslararası Türk Eğitim Bilimleri Dergisi 17: 114–33. [Google Scholar] [CrossRef]
- Pelletier, Luc G., and Meredith Rocchi. 2016. Teachers’ motivation in the classroom. In Building Autonomous Learners: Perspectives from Research and Practice Using Self-Determination Theory. Edited by Woon Chia Liu, John Chee Keng Wang and Richard M. Ryan. Singapore: Springer, pp. 107–27. [Google Scholar] [CrossRef]
- Perry, Justin C., Alexandra L. Fisher, Jacqueline M. Caemmerer, Timothy Z. Keith, and Ashley E. Poklar. 2018. The role of social support and coping skills in promoting self-regulated learning among urban youth. Youth & Society 50: 551–70. [Google Scholar] [CrossRef]
- Price, Larry R. 2016. Psychometric Methods: Theory into Practice. New York: Guilford Publications. [Google Scholar]
- Reeve, Johnmarshall, and Sung Hyeon Cheon. 2021. Autonomy-supportive teaching: Its malleability, benefits, and potential to improve educational practice. Educational Psychologist 56: 54–77. [Google Scholar] [CrossRef]
- Reis, Harry, and Phillip R. Shaver. 1988. Intimacy as an interpersonal process. In Handbook of Personal Relationships. Edited by Steve Duck. Chichester: Wiley, pp. 367–89. [Google Scholar]
- Révai, Nóra, and Sonia Guerriero. 2017. Knowledge dynamics in the teaching profession. In Pedagogical Knowledge and the Changing Nature of the Teaching Profession, 1st ed. Edited by Sonia Guerriero. Paris: OECD Publishing, pp. 37–71. [Google Scholar]
- Richardson, Paul W., Stuart A. Karabenick, and Helen M.G. Watt. 2014. Teacher Motivation and Career Development. New York: Routledge. [Google Scholar]
- Rieckmann, Marco. 2017. Education for Sustainable Development Goals: Learning Objectives. Paris: UNESCO Publishing. [Google Scholar]
- Roorda, Debora L., Terrence D. Jorgensen, and Helma M. Y. Koomen. 2019. Different teachers, different relationships? Student-teacher relationships and engagement in secondary education. Learning and Individual Differences 75: 101761. [Google Scholar] [CrossRef]
- Ryan, Richard M., and Edward L. Deci. 2000. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist 55: 68. [Google Scholar] [CrossRef]
- Ryan, Richard M., and Edward L. Deci. 2017. Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness. New York: Guilford Publications. [Google Scholar]
- Salah, Mohamed, and Noura Houichi. 2023. The impact of English extracurricular activities on pre-service teachers at the higher institute of social sciences and education of Gafsa. Studies in Applied Linguistics and TESOL 23: 11–17. [Google Scholar] [CrossRef]
- Schiefele, Ulrich. 2009. Situational and individual interest. In Handbook of Motivation at School. Edited by Kathryn R. Wentzel and David B. Miele. New York: Routledge, pp. 197–222. [Google Scholar]
- Schneider, Michael, and Franzis Preckel. 2017. Variables associated with achievement in higher education: A systematic review of meta-analyses. Psychological Bulletin 143: 565–600. [Google Scholar] [CrossRef]
- Shulman, Lee. 1987. Knowledge and teaching: Foundations of the new reform. Harvard Educational Review 57: 1–21. [Google Scholar] [CrossRef]
- Songhori, Mehdi Haseli, and Salehe Omrani Mehr. 2025. The relationship between EFL teachers’ self-efficacy and effectiveness: The mediating role of work engagement. Psychology in the Schools 62: 1741–52. [Google Scholar] [CrossRef]
- Sue, Derald Wing, David Sue, Helen A. Neville, and Laura Smith. 2019. Counseling the Culturally Diverse: Theory and Practice, 8th ed. Hoboken: Wiley. [Google Scholar]
- Tashakkori, Abbas, and Charles Teddlie. 2010. Sage Handbook of Mixed Methods in Social & Behavioral Research. Newcastle upon Tyne: Sage. [Google Scholar]
- Tikhomirova, Tatiana N., Artem S. Malykh, Irina A. Lysenkova, and Sergey B. Malykh. 2021. Cross-cultural analysis of models of the relationship between the cognitive abilities and academic achievement in primary school education. Psychology in Russia 14: 94. [Google Scholar] [CrossRef]
- Tschannen-Moran, Megan, and Anita Woolfolk Hoy. 2001. Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education 17: 783–805. [Google Scholar] [CrossRef]
- UNESCO. 2020. Education for Sustainable Development: A Roadmap. Transforming Our World: The 2030 Agenda for Sustainable Development. France: UNESCO. [Google Scholar]
- UNESCO. 2021. Learn for Our Planet: A Global Review of How Environmental Issues Are Integrated in Education. Paris: United Nations Educational, Scientific and Cultural Organization. Available online: https://unesdoc.unesco.org/ark:/48223/pf0000377362 (accessed on 14 July 2025).
- United Nations. 2015. Transforming Our World: The 2030 Agenda for Sustainable Development. New York: United Nations. [Google Scholar]
- Uzun, Faruk, and Yavuz Bolat. 2023. Program dışı etkinliklerin öğrenci gelişimine etkisi. Harran Education Journal 8: 14–35. [Google Scholar] [CrossRef]
- Vansteenkiste, Maarten, Richard M. Ryan, and Bart Soenens. 2020. Basic psychological need theory: Advancements, critical themes, and future directions. Motivation and Emotion 44: 1–31. [Google Scholar] [CrossRef]
- Wang, Chao, Qing Xu, and Wei-Qun Fei. 2024. The effect of student-perceived teacher support on math anxiety: Chain mediation of teacher–student relationship and math self-efficacy. Frontiers in Psychology 15: 1333012. [Google Scholar] [CrossRef] [PubMed]
- Wenger, Etienne. 1998. Communities of Practice: Learning, Meaning, and İdentity. Cambridge: Cambridge University Press. [Google Scholar]
- Widaman, Keith F., and Steven Reise. 1997. Exploring the measurement invariance of psychological instruments: Applications in the substance use domain. In The Science of Prevention: Methodological Advances from Alcohol and Substance Abuse Research. Washington, DC: American Psychological Association, pp. 281–324. [Google Scholar]
- Wolf, Ann G., Sven Auerswald, Annika Seinsche, Isabella Saul, and Hannah Klocke. 2021. German student teachers’ decision process of becoming a teacher: The relationship among career exploration and decision-making self-efficacy, teacher motivation and early field experience. Teaching and Teacher Education 105: 103350. [Google Scholar] [CrossRef]
- Wolters, Christopher A., and Maryam Hussain. 2015. Investigating grit and its relations with college students’ self-regulated learning and academic achievement. Metacognition and Learning 10: 293–311. [Google Scholar] [CrossRef]
- Xiang, Jun, Kelei Guo, Jia Gao, Yun Gao, and ShiLei Liu. 2025. Exploring the mediating role of social support and learning engagement in the relationship between physical activity and academic achievement in secondary school students. Frontiers in Psychology 16: 1387475. [Google Scholar] [CrossRef]
- Yavuzalp, Nuh, and Yunus Özdemir. 2021. Adaptation of the self-regulated online learning questionnaire (sol-q). Yuksekogretim Dergisi 10: 269–78. [Google Scholar] [CrossRef]
- Yilmaz, Tuba, and Yong-Jik Lee. 2023. Pre-service Teachers’ Self-Efficacy Beliefs in Teaching Refugee Background Students at Turkish Public Schools. European Journal of Educational Research 12: 1195–205. [Google Scholar] [CrossRef]
- Zander, Lysann, Jasperina Brouwer, Ellen Jansen, Claudia Crayen, and Bettina Hannover. 2018. Academic self-efficacy, growth mindsets, and university students’ integration in academic and social support networks. Learning and Individual Differences 62: 98–107. [Google Scholar] [CrossRef]
- Zeb, Irum, Aashiq Khan, and Zhang Yan. 2025. Exploring the influence of core self-evaluation on students’ academic self-efficacy: A qualitative study considering anxiety and interpersonal responses. Journal of Applied Research in Higher Education 17: 526–41. [Google Scholar] [CrossRef]
- Zee, Marjolein, and Helma M. Y. Koomen. 2016. Teacher self-efficacy and its effects on classroom processes, student academic adjustment, and teacher well-being: A synthesis of 40 years of research. Review of Educational Research 86: 981–1015. [Google Scholar] [CrossRef]
- Zhao, Mao, Siti Mistima Maat, Norzaini Azman, and En Zheng. 2025. Stressors, achievement motivation, and academic performance among university faculty in China: The moderating effect of self-efficacy. Psychology in the Schools 62: 1182–95. [Google Scholar] [CrossRef]
- Zimmerman, Barry J. 2000. Attaining self-regulation: A social cognitive perspective. In Handbook of Self-Regulation, 1st ed. Edited by Monique Boekaerts, Paul R. Pintrich and Moshe Zeidner. Cambridge: Academic Press, pp. 13–39. [Google Scholar]
- Zimmerman, Barry J. 2008. Investigating self-regulation and motivation: Historical background, methodological developments, and future prospects. American Educational Research Journal 45: 166–83. [Google Scholar] [CrossRef]
- Zimmerman, Barry J., and Adam R. Moylan. 2009. Self-regulation: Where metacognition and motivation intersect. In Handbook of Metacognition in Education. Edited by Douglas J. Hacker, John Dunlosky and Arthur C. Graesser. New York: Routledge, pp. 299–315. [Google Scholar]
- Zimmerman, Barry J., and Dale H. Schunk. 2013. Self-Regulated Learning and Academic Achievement: Theoretical Perspectives. New York: Routledge. [Google Scholar]
Dimension | Item | Item Content Description | Factor Loading | α | CR | AVE | N of Items |
---|---|---|---|---|---|---|---|
Extracurricular Activities Participation (ECA) | I8 | Positive faculty relationship impact | 0.776 | 0.93 | 0.912 | 0.612 | 16 |
I7 | Teaching competence enhancement | 0.773 | |||||
I6 | Self-regulation contribution | 0.759 | |||||
I9 | Theory-to-practice application | 0.733 | |||||
I20 | Time balance management | 0.732 | |||||
I10 | Collaborative motivation boost | 0.729 | |||||
I5 | Professional interest enhancement | 0.727 | |||||
I4 | Professional perception improvement | 0.711 | |||||
I16 | Academic–extracurricular balance | 0.698 | |||||
I13 | Social network expansion | 0.698 | |||||
I12 | Academic growth opportunity | 0.69 | |||||
I14 | Academic anxiety reduction | 0.675 | |||||
I18 | University life enrichment | 0.635 | |||||
I11 | University social engagement | 0.624 | |||||
I19 | Social skills development | 0.591 | |||||
I21 | Personal development importance | 0.549 | |||||
Self-Efficacy (SE) | I29 | Teaching effectiveness development | 0.826 | 0.92 | 0.877 | 0.532 | 9 |
I24 | Classroom management skills | 0.809 | |||||
I22 | Lesson planning competence | 0.807 | |||||
I26 | Instructional strategy adaptation | 0.802 | |||||
I28 | Student motivation capability | 0.781 | |||||
I32 | Innovative teaching approaches | 0.769 | |||||
I31 | Individual differences consideration | 0.763 | |||||
I30 | Effective assessment skills | 0.743 | |||||
I25 | Professional challenges management | 0.734 | |||||
Interest (Int) | I41 | Professional passion enhancement | 0.851 | 0.92 | 0.875 | 0.533 | 8 |
I39 | Knowledge acquisition motivation | 0.827 | |||||
I42 | Professional discussion enjoyment | 0.817 | |||||
I34 | Current developments interest | 0.812 | |||||
I38 | Professional growth excitement | 0.803 | |||||
I33 | Career attractiveness perception | 0.799 | |||||
I37 | Interest maintenance | 0.77 | |||||
I35 | Professional interest discovery | 0.745 | |||||
Self-Regulation (SR) | I48 | Goal-setting for performance | 0.844 | 0.91 | 0.816 | 0.521 | 7 |
I46 | Study motivation enhancement | 0.817 | |||||
I45 | Learning process evaluation | 0.81 | |||||
I51 | Regular self-assessment | 0.802 | |||||
I50 | Self-regulation feedback integration | 0.797 | |||||
I49 | Time management planning | 0.794 | |||||
I44 | Study habits organization | 0.778 | |||||
Relationships (Rel) | I54 | Question-asking ability development | 0.829 | 0.92 | 0.855 | 0.542 | 8 |
I55 | Academic support perception | 0.821 | |||||
I59 | Positive relationship-building | 0.816 | |||||
I60 | Effective communication development | 0.806 | |||||
I57 | Developmental feedback reception | 0.805 | |||||
I58 | Professional development tracking | 0.801 | |||||
I53 | Supportive environment perception | 0.788 | |||||
I52 | Respect and recognition | 0.753 |
Index | Value | Acceptable Fit Indicator |
---|---|---|
χ2/df | 2.855 | 2 < χ2/df ≤ 3 |
RMSEA | 0.049 | 0.05 ≤ RMSEA ≤ 0.10 |
CFI | 0.93 | 0.90 ≤ CFI < 0.95 |
TLI | 0.92 | 0.90 ≤ TLI < 0.95 |
GFI | 0.85 | 0.85 ≤ GFI < 0.95 |
AGFI | 0.84 | 0.80 ≤ AGFI < 0.90 |
Relationship | Theoretical Framework | Hypothesis | β | C.R. | R2 | p | Result | ||
---|---|---|---|---|---|---|---|---|---|
SE | <--- | ECA | Social Cognitive | H1 | 0.849 | 18.734 | 0.728 | *** | Supported |
Int | <--- | ECA | Social Cognitive | H2 | 0.418 | 8.301 | 0.787 a | *** | Supported |
SR | <--- | ECA | Social Cognitive | H3 | 0.191 | 3.745 | 0.772 b | *** | Supported |
Rel | <--- | ECA | Social Cognitive | H4 | 0.137 | 2.397 | 0.631 c | 0.017 | Supported |
GPA | <--- | ECA | Social Cognitive | H5 | 0.167 | 2.656 | 0.018 d | 0.008 | Supported |
Int | <--- | SE | Self-Determination | H6 | 0.506 | 9.78 | 0.787 a | *** | Supported |
SR | <--- | SE | Self-Regulation and Interpersonal Relationships | H7 | 0.235 | 3.963 | 0.772 b | *** | Supported |
Rel | <--- | SR | Self-Regulation and Interpersonal Relationships | H8 | 0.228 | 8.165 | 0.631 c | *** | Supported |
SR | <--- | Int | Self-Determination | H9 | 0.495 | 8.451 | 0.772 b | *** | Supported |
Rel | <--- | SE | Self-Regulation and Interpersonal Relationships | H10 | 0.48 | 3.262 | 0.631 c | 0.001 | Supported |
GPA | <--- | Rel | Self-Regulation and Interpersonal Relationships | H10 | 0.365 | 0.716 | 0.018 d | 0.474 | Not |
Supported | |||||||||
GPA | <--- | SE | Self-Regulation and Interpersonal Relationships | H10 | −0.152 | −2.288 | 0.018 d | 0.022 | Supported |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Uysal, F. The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study. J. Intell. 2025, 13, 87. https://doi.org/10.3390/jintelligence13070087
Uysal F. The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study. Journal of Intelligence. 2025; 13(7):87. https://doi.org/10.3390/jintelligence13070087
Chicago/Turabian StyleUysal, Funda. 2025. "The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study" Journal of Intelligence 13, no. 7: 87. https://doi.org/10.3390/jintelligence13070087
APA StyleUysal, F. (2025). The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study. Journal of Intelligence, 13(7), 87. https://doi.org/10.3390/jintelligence13070087