Evaluation of determinant factors in the academic performance of Chinese students in Catalonia: creation and validation of a questionnaire

Authors

DOI:

https://doi.org/10.31637/epsir-2024-1223

Keywords:

academic performance, educational assessment, intercultural tudies, Psychometric validation, self-regulated Learning, Biggs’ 3P Model, educational intervention, development of educational instruments

Abstract

Introduction: The increased presence of Chinese students in Catalonia not only enriches the region's cultural diversity but also introduces complex educational challenges that necessitate tailored approaches. Methodology: Leveraging Biggs' 3P model and the Self-Regulated Learning (SRL) theory, this study meticulously developed a questionnaire tailored to assess both subjective behaviors and environmental influences on academic performance. It engaged 122 students from five different universities across Catalonia, ensuring a broad representation. Results: The comprehensive validation process confirmed the questionnaire's high reliability and the efficacy of its factor structure in accurately capturing the academic dynamics among Chinese students. Discussions: The significance of this research lies in its successful creation of a robust and reliable measurement tool, essential for evaluating educational strategies within diverse learning environments. It underscores the need for educational policies that are cognizant of and responsive to the complex interplay of cultural and personal factors affecting students. Conclusions: This study offers substantial insights into improving academic success rates through tailored educational strategies, paving the way for more inclusive and effective educational practices in multicultural settings.

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Author Biographies

Muyang Zhu, University of Lleida

D. student, completing studies at the Faculty of Education, Psychology and Social Work at the University of Lleida. After completing her undergraduate training in Spanish Linguistics at Nanjing University, China, and her Master's programme at the University of Alcalá, benefiting from intercultural training and the development of intercultural identities, she has focused on intercultural education issues, during which time she completed her stay at the University of Bologna and the University of Barcelona and published her thesis.

Xin Xu, University of Lleida

D. student, she completed her studies at the Faculty of Education, Psychology and Social Work at the University of Lleida. She has published three articles in academic journals and completed her studies and published a thesis at the University of Rome III.

References

Agbo, A. A. (2010). Cronbach's alpha: Review of limitations and associated recommendations. Journal of Psychology in Africa, 20(2), 233-239. https://doi.org/10.1080/14330237.2010.10820371 DOI: https://doi.org/10.1080/14330237.2010.10820371

Ahmad, S., Zulkurnain, N., y Khairushalimi, F. (2016). Assessing the validity and reliability of a measurement model in Structural Equation Modeling (SEM). British Journal of Mathematics & Computer Science, 15(3), 1-8. https://doi.org/ 10.9734/BJMCS/2016/25183 DOI: https://doi.org/10.9734/BJMCS/2016/25183

Allen, M. (Ed.) (2017). The SAGE encyclopedia of communication research methods. SAGE publications. DOI: https://doi.org/10.4135/9781483381411

Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the academy of marketing science, 16, 74-94. https://link.springer.com/article/10.1007/BF02723327 DOI: https://doi.org/10.1177/009207038801600107

Barattucci, M. (2017). Approach to study as an indicator of the quality of teaching and of learning environment: The contribution of John Biggs. Journal of e-Learning and Knowledge Society, 13(2). https://doi.org/10.20368/1971-8829/141

Barattucci, M., Pagliaro, S., Cafagna, D., y Bosetto, D. (2017). An examination of the applicability of Biggs' 3P learning process model to Italian university. Journal of e-Learning and Knowledge Society, 13(1). https://tinyurl.com/48d4f25d

Biggs, J. B. (1978). Individual and group differences in study processes. British Journal of Educational Psychology, 48(3), 266-279. https://bpspsychub.onlinelibrary.wiley.com/doi/abs/10.1111/j.2044-8279.1978.tb03013.x DOI: https://doi.org/10.1111/j.2044-8279.1978.tb03013.x

Boekaerts, M., y Corno, L. (2005). Self‐regulation in the classroom: A perspective on assessment and intervention. Applied psychology, 54(2), 199-231. https://doi.org/10.1111/j.1464-0597.2005.00205.x DOI: https://doi.org/10.1111/j.1464-0597.2005.00205.x

Comrey, A.L., y Lee, H.B. (2013). A first course in factor analysis (3rd ed.). Psychology Press. https://doi.org/10.4324/9781315827506 DOI: https://doi.org/10.4324/9781315827506

Dinsmore, D. L., Alexander, P. A., y Loughlin, S. M. (2008). Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning. Educational psychology review, 20, 391-409. https://link.springer.com/article/10.1007/s10648-008-9083-6 DOI: https://doi.org/10.1007/s10648-008-9083-6

Dorman, J. P. (2003). Cross-national validation of the What Is Happening In this Class? (WIHIC) questionnaire using confirmatory factor analysis. Learning Environments Research, 6, 231-245.

https://doi.org/10.1023/A:1027355123577 DOI: https://doi.org/10.1023/A:1027355123577

Efklides, A. (2011). Interactions of metacognition with motivation and affect in self-regulated learning: The MASRL model. Educational Psychologist, 46(1), 6-25. https://doi.org/10.1080/00461520.2011.538645 DOI: https://doi.org/10.1080/00461520.2011.538645

Eisinga, R., Grotenhuis, M. T., y Pelzer, B. (2013). The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown? International journal of public health, 58, 637-642. https://doi.org/10.1007/s00038-012-0416-3 DOI: https://doi.org/10.1007/s00038-012-0416-3

Eom, S. B., y Ashill, N. (2016). The determinants of students’ perceived learning outcomes and satisfaction in university online education: An update. Decision Sciences Journal of Innovative Education, 14(2), 185-215. https://doi.org/10.1111/dsji.12097 DOI: https://doi.org/10.1111/dsji.12097

Ernesto Panadero. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in psychology, 8, 250270. https://doi.org/10.3389/fpsyg.2017.00422 DOI: https://doi.org/10.3389/fpsyg.2017.00422

Fraser, B. J., McRobbie, C. J., y Fisher, D. (1996, August). Development, validation and use of personal and class forms of a new classroom environment questionnaire. In Proceedings Western Australian Institute for educational research forum (vol. 31).

Gu, Q., Schweisfurth, M., y Day, C. (2010). Learning and growing in a ‘foreign’context: Intercultural experiences of international students. Compare, 40(1), 7-23. https://doi.org/10.1080/03057920903115983 DOI: https://doi.org/10.1080/03057920903115983

Hadwin, A., Järvelä, S., y Miller, M. (2011). Self-regulated, co-regulated, and socially shared regulation of learning. In B. J. Zimmerman & D. H. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 65-84). Routledge.

Krejcie, R. V., y Morgan, D. W. (1970). Determining sample size for research activities. Educational and psychological measurement, 30(3), 607-610. https://doi.org/10.1177/0013164470030003 DOI: https://doi.org/10.1177/001316447003000308

Llevot Calvet, N., y Bernad Cavero, O. (2019). Diversidad cultural e igualdad de oportunidades en la escuela de Cataluña (España): Retos y desafíos. https://doi.org/10.14605/EI1721906

Llevot Calvet, N., y Garreta Bochaca, J. (2024). Intercultural mediation in school. The Spanish education system and growing cultural diversity. Educational Studies, 1–21. https://doi.org/10.1080/03055698.2024.2329894 DOI: https://doi.org/10.1080/03055698.2024.2329894

MacLeod, C., y Fraser, B. J. (2010). Development, validation and application of a modified Arabic translation of the What Is Happening In this Class? (WIHIC) questionnaire. Learning Environments Research, 13(12), 105-125. https://doi.org/10.1007/s10984-008-9052-5 DOI: https://doi.org/10.1007/s10984-008-9052-5

Morse, L. L., y Allensworth, D. D. (2015). Placing students at the center: The whole school, whole community, whole child model. Journal of School Health, 85(11), 785-794. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4606765/ DOI: https://doi.org/10.1111/josh.12313

Oo, C. Z., Khine, M. S., y San, N. M. H. (2022). A Reliability Generalization Meta-Analysis of “What Is Happening in This Class?” (WIHIC) Questionnaire. Education Sciences, 12(12), 929. https://doi.org/10.3390/educsci12120929 DOI: https://doi.org/10.3390/educsci12120929

Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. En M. Boekaerts, P. R. Pintrich, y M. Zeidner (Eds.), Handbook of self-regulation (pp. 451-502). Academic Press. DOI: https://doi.org/10.1016/B978-012109890-2/50043-3

Pintrich, P. R., Smith, D. A. F., Garcia, T., y McKeachie, W. J. (1991). A manual for the use of the motivated strategies for learning questionnaire (MSLQ). Ann Arbor: University of Michigan, National Center for Research to Improve Postsecondary Teaching and Learning.

Pintrich, P. R., Smith, D. A. F., Garcia, T., y McKeachie, W. J. (1993). Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ). Educational and Psychological Measurement, 53, 801–813. https://doi.org/10.1177/00131644930530030 DOI: https://doi.org/10.1177/0013164493053003024

Rahayu, W., Putra, M. D. K., Rahmawati, Y., Hayat, B., y Koul, R. B. (2021). Validating an Indonesian Version of the What Is Happening in This Class? (WIHIC) Questionnaire Using a Multidimensional Rasch Model. International Journal of Instruction, 14(2), 919-934. https://tinyurl.com/va57mtmn DOI: https://doi.org/10.29333/iji.2021.14252a

Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4-11. https://doi.org/10.12691/ajams-9-1-2 DOI: https://doi.org/10.12691/ajams-9-1-2

Tabachnick, B. G., Fidell, L. S., y Ullman, J. B. (2013). Using multivariate statistics (vol. 6, pp. 497-516). Pearson.

Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in science education, 48, 1273-1296. https://doi.org/10.1007/s11165-016-9602-2 DOI: https://doi.org/10.1007/s11165-016-9602-2

Tavakol, M., y Dennick, R. (2011). Making sense of Cronbach's alpha. International journal of medical education, 2, 53. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4205511/ DOI: https://doi.org/10.5116/ijme.4dfb.8dfd

Wang, D. (2022). The Cross-cultural academic adaptation of Chinese students in an American university: Academic challenges, influential factors and coping strategies. Research in Social Sciences, 5(1), 43-53. https://ideas.repec.org/a/ajo/reissc/v5y2022i1p43-53id231.html DOI: https://doi.org/10.53935/26415305.v5i1.231

Wang, I. K. (2018). Long-term Chinese students' transitional experiences in UK higher education: a particular focus on their academic adjustment. International Journal of Teaching and Learning in Higher Education, 30(1), 12-25. https://files.eric.ed.gov/fulltext/EJ1169827.pdf

Williams, B., Onsman, A., y Brown, T. (2010). Exploratory factor analysis: A five-step guide for novices. Australasian journal of paramedicine, 8, 1-13. https://doi.org/10.33151/ajp.8.3.93 DOI: https://doi.org/10.33151/ajp.8.3.93

Winne, P. H., y Hadwin, A. F. (1998). Studying as self-regulated learning. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Metacognition in educational theory and practice (pp. 277-304). Lawrence Erlbaum Associates.

Zhang-Wu, Q. (2018). Chinese international students’ experiences in American higher education institutes: A critical review of the literature. Journal of International Students, 8(2), 1173-1197. https://doi.org/10.32674/jis.v8i2.139 DOI: https://doi.org/10.32674/jis.v8i2.139

Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329-339. https://doi.org/10.1037/0022-0663.81.3.329 DOI: https://doi.org/10.1037//0022-0663.81.3.329

Published

2024-11-07

How to Cite

Zhu, M., & Xu, X. (2024). Evaluation of determinant factors in the academic performance of Chinese students in Catalonia: creation and validation of a questionnaire. European Public & Social Innovation Review, 9, 1–18. https://doi.org/10.31637/epsir-2024-1223

Issue

Section

INNOVATING IN PSYCHOLOGY AND TEACHER TRAINING: THE BASIS OF A CONSTANTLY EVOLVING ADAPTATION