Evaluation of determinant factors in the academic performance of Chinese students in Catalonia: creation and validation of a questionnaire
DOI:
https://doi.org/10.31637/epsir-2024-1223Keywords:
academic performance, educational assessment, intercultural tudies, Psychometric validation, self-regulated Learning, Biggs’ 3P Model, educational intervention, development of educational instrumentsAbstract
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.
Downloads
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
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Muyang Zhu, Xin Xu
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors who publish with this journal agree to the following terms:- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Non Commercial, No Derivatives Attribution 4.0. International (CC BY-NC-ND 4.0.), that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).