References
- Abdullah, N.A., Shamsi, N.A., Jenatabadi, H.S., Ng, B.-K., and Mentri, K.A.C. (2022). Factors affecting Undergraduates’ Academic Performance during COVID-19: fear, Stress and Teacher-Parents’ support. Sustainability 14: 7694, https://doi.org/10.3390/su14137694.
- Aizawa, I. (2025). A comparative study of Japanese and English medium instruction: the driving factors behind academic success. J. Multiling. Multicult. Dev.: 1–13, https://doi.org/10.1080/01434632.2023.2184476.
- Al-Awlaqi, M.A., Taqi, A.M., and Al-Samhi, N. (2022). Digital support, teacher support, and blended learning performance: investigating the moderating effect of gender using multigroup PLS-SEM analysis. Lect. Notes Netw. Syst.: 392–401, https://doi.org/10.1007/978-3-031-20429-6_36.Nor
- Almarwani, A.M., Alanazi, F.J., Lamphon, H.T., and Alsulami, S.A. (2024). The relationship between perceived teacher autonomy support, perceived competence in learning, and academic performance among nursing students. Nurs. Health Sci. 26: e13090, https://doi.org/10.1111/nhs.13090.
- Andriukhina, L. (1997). The regional component of education. Russ. Educ. Soc. 39: 30–36, https://doi.org/10.2753/res1060-9393390630.
- Ansong, D., Okumu, M., Amoako, E.O., Appiah-Kubi, J., Ampomah, A.O., Koomson, I., and Hamilton, E. (2024). The role of teacher support in students’ academic performance in low- and high-stakes assessments. Learn. Indiv. Differ. 109: 102396, https://doi.org/10.1016/j.lindif.2023.102396.
- Arnett, J.J. (2000). Emerging adulthood: a theory of development from the late teens through the twenties. Am. Psychol. 55: 469–480, https://doi.org/10.1037/0003-066X.55.5.469.
- Ashraf, A.M., Vakharia, R.M., and Choueka, J. (2024). Longitudinal study. In: Eltorai A. E. M., Bakal J. A., Haglin J. M., Abboud J. A., & Crisco J. J. (Eds.), Handbook for designing and conducting clinical and translational research. Academic Press, San Diego, CA, pp. 191–192.
- Bandura, Albert (1997). Self-efficacy: the exercise of control. W.H. Freeman, New York, NY.
- Berbar, H., Lotfi, S., and Talbi, M. (2022). Approaches and tools for quality measurement scales validation in education: an initial systematic literature review collection. Int. J. Emerg. Technol. Learn. (IJET) 17: 73–91, https://doi.org/10.3991/ijet.v17i16.31685.
- Bi, X. and Bi, Y. (2024). Research and practice on a results based integrated online and offline teaching model. Int. J. Learn. Teach. 10, https://doi.org/10.18178/ijlt.10.3.442-445.
- Cai, Z. and Meng, Q. (2025). Academic resilience and academic performance of university students: the mediating role of teacher support. Front. Psychol. 16: 1463643, https://doi.org/10.3389/fpsyg.2025.1463643.
- Chang, H.-H., Wang, C., and Zhang, S. (2020). Statistical applications in educational measurement. Annu. Rev. Stat. Appl. 8: 439–461, https://doi.org/10.1146/annurev-statistics-042720-104044.
- Chang, L., Mamonov, K., and Kanivets, O. (2023). Study of the influence of regional development factors on the formation of the student contingent. Municip. Econ. Cities 1: 94–98, https://doi.org/10.33042/2522-1809-2023-1-175-94-98.
- Chen, A., Li, W., Chen, L., Wei, J., and Fu, W. (2022). How to implement efficient blended learning: the effects of teacher support and task difficulty. In: 2022 international symposium on educational technology (ISET).
- Chickering, A.W. and Reisser, L. (1993). Education and identity, 2nd ed. Jossey-Bass, San Francisco.
- Connell, J.P. and Wellborn, J.G. (1991). Competence, autonomy, and relatedness: A motivational analysis of self-system processes. In: Gunnar, M.R. and Sroufe, L.A. (Eds.). Self processes and development. Lawrence Erlbaum Associates, Inc, Mahwah, NJ, pp. 43–77.
- Dai, L. (2024). Structural relationship among teacher support, academic self-efficacy and college students’ learning engagement in online English learning. Int. J. Educ. Curric. Manag. Res. 5, https://doi.org/10.38007/ijecmr.2024.050105.
- Deci, E.L. and Ryan, R.M. (2000). The “What” and “Why” of goal pursuits: human needs and the self-determination of behavior. Psychol. Inq. 11: 227–268, https://doi.org/10.1207/s15327965pli1104_01.
- Dickersin, K. and Mayo-Wilson, E. (2018). Standards for design and measurement would make clinical research reproducible and usable. Proc. Natl. Acad. Sci. 115: 2590–2594, https://doi.org/10.1073/pnas.1708273114.
- Du, B., Lai, Y., Qian, Y., and Cheng, J. (2024). Sustained promotion of Chinese college students’ employment: the impact of social support and goal orientation on academic achievement. J. Infrastruct., Policy Dev. 8: 3640, https://doi.org/10.24294/jipd.v8i7.3640.
- Fávero, L.P., Belfiore, P., and Souza, R.D.F. (2023). Types of variables, measurement scales, and accuracy scales. In: Data science, analytics and machine learning with R. Academic Press, San Diego, CA, pp. 29–36.
- Gonzalez, O. and MacKinnon, D.P. (2021). The measurement of the mediator and its influence on statistical mediation conclusions. Psychol. Methods 26: 1–17, https://doi.org/10.1037/met0000263.
- Goodman, R.J., Trapp, S.K., Park, E.S., and Davis, J.L. (2021). Opening minds by supporting needs: do autonomy and competence support facilitate mindfulness and academic performance? Soc. Psychol. Educ. 24: 119–142, https://doi.org/10.1007/s11218-020-09577-9.
- Hasan, K.M. (2024). Quantitative methods in social science research: systematic review of content analysis, survey and experiment methodologies. Soc. Sci. Res. Netw., https://doi.org/10.2139/ssrn.4698175.
- Homyamyen, P., Kulachai, W., Kurniawati, L., Khaowisade, T., and Thaiposri, W. (2025). Key drivers of success in online learning for undergraduate students in logistics and supply chain management. Cogent Educ. 12: 2500000, https://doi.org/10.1080/2331186x.2025.2500000.
- Huang, L. and Wang, D. (2023). Teacher support, academic self-efficacy, student engagement, and academic achievement in emergency online learning. Behav. Sci. 13: 704, https://doi.org/10.3390/bs13090704.
- Huéscar Hernández, E., Moreno-Murcia, J.A., Cid, L., Monteiro, D., and Rodrigues, F. (2020). Passion or perseverance? The effect of perceived autonomy support and grit on academic performance in college students. Int. J. Environ. Res. Publ. Health 17: 2143, https://doi.org/10.3390/ijerph17062143.
- Jiang, M. (2024). Teacher support as antecedent of students’ academic achievement in EFL learning: mediating role of academic buoyancy. World J. Adv. Res. Rev. 24: 968–977, https://doi.org/10.30574/wjarr.2024.24.1.2952.
- Karpagam, R., Gopalakrishnan, S., and Natarajan, M. (2011). Scientific measures and tools for research literature output. Indian J. Sci. Technol. 4: 828–833, https://doi.org/10.17485/ijst/2011/v4i7.12.
- Kelly, S.E., Benkhedda, K., Brooks, S.P.J., MacFarlane, A.J., Greene-Finestone, L.S., Skidmore, B., Clifford, T.J., and Wells, G.A. (2024). Risk of bias in cross-sectional studies: protocol for a scoping review of concepts and tools. MethodsX 12: 102610, https://doi.org/10.1016/j.mex.2024.102610.
- Lei, H., Cui, Y., and Chiu, M.M. (2018). The relationship between teacher support and students’ academic emotions: a meta-analysis. Front. Psychol. 8: 2288, https://doi.org/10.3389/fpsyg.2017.02288.
- Lever, J. (1981). Multiple methods of data collection: a note on divergence. Urban Life 10: 199–213, https://doi.org/10.1177/089124168101000204.
- Li, X.-X., Duan, S., and Liu, H. (2023). Unveiling the predictive effect of students’ perceived EFL teacher support on academic achievement: the mediating role of academic buoyancy. Sustainability 15: 10205, https://doi.org/10.3390/su151310205.
- Lin, P.-Y. (2023). Qualitative longitudinal research. Springer texts in education. Springer, Cham, pp. 401–406.
- Liu, J., Ashari, Z.M., Zhang, H., and Jiang, Y. (2024). Perceived social support and its dimensions in relation to academic achievement: a meta-analysis among undergraduate students. Probl. Educ. 21st Century 82: 869–891, https://doi.org/10.33225/pec/24.82.869.
- Lozano Botellero, V., Ekornes, S.M., Gamlem, S.M., Torrissen, W., and Løvoll, H.S. (2023). Perceived teacher support in secondary education from 1980 to 2019: an integrative review. Cogent Educ. 10: 2164648, https://doi.org/10.1080/2331186x.2022.2164648.
- Margulieux, L., Ketenci, T.A., and Decker, A. (2019). Review of measurements used in computing education research and suggestions for increasing standardization. Comput. Sci. Educ. 29: 49–78, https://doi.org/10.1080/08993408.2018.1562145.
- McCormick, E.M., Byrne, M., Flournoy, J.C., Mills, K.L., and Pfeifer, J.H. (2023). The Hitchhiker’s guide to longitudinal models: a primer on model selection for repeated-measures methods. Dev. Cogn. Neurosci. 63: 101281, https://doi.org/10.1016/j.dcn.2023.101281.
- Niemiec, C.P. and Ryan, R.M. (2009). Autonomy, competence, and relatedness in the classroom: applying self-determination theory to educational practice. Theor. Res. Educ. 7: 133–144, https://doi.org/10.1177/1477878509104318.
- Ojoboh, T.M. and Igben, H.G.O. (2024). Impact of research methodology on data quality and research findings. JPPUMA: Jurnal Ilmu Pemerintahan Dan Sosial Politik UMA (Journal of Governance and Political Social UMA)/JPPUMA (Jurnal Ilmu Pemerintahan Dan Sosial Politik UMA) (Journal of Governance and Political Social UMA) 12: 34–42, https://doi.org/10.31289/jppuma.v12i1.11793.
- Okada, R. (2021). Effects of perceived autonomy support on academic achievement and motivation among higher education students: a meta‐analysis. Jpn. Psychol. Res. 65: 230–242, https://doi.org/10.1111/jpr.12380.
- Preacher, K.J. and Hayes, A.F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav. Res. Methods 40: 879–891, https://doi.org/10.3758/BRM.40.3.879.
- Refide, A. and Ismigul, T. (2024). Blended learning models: combining traditional and digital approaches. Jurnal Pendidikan Jarak Jauh 1: 5, https://doi.org/10.47134/jpjj.v1i2.255.
- Ruspini, E. (2023). Longitudinal Research: A World to Explore. In: Nichols A. L. & Edlund J. (Eds.), The Cambridge handbook of research methods and statistics for the social and behavioral sciences, volume 1: building a program of research. Cambridge University Press, Cambridge, UK, pp. 357–377.
- Ryan, Richard M. and Deci, Edward L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist 55: 68–78, https://doi.org/10.1037/0003-066X.55.1.68.
- Shao, X., Chen, R., Wang, Y., Zheng, P., and Huang, Y. (2023). The predictive effect of Teachers’ Emotional Support on Chinese Undergraduate Students’ online learning gains: an examination of self-determination theory. ˜the œAsia-Pacific Education Researcher 33: 571–585, https://doi.org/10.1007/s40299-023-00754-w.
- Sharma, N. and Singh, R.K. (2019). A unified model of organizational effectiveness. J. Organ. Effect.: People Perform. 6: 114–128, https://doi.org/10.1108/joepp-10-2018-0084.
- Shatila, K., Martínez-Climent, C., Enri-Peiró, S., and Perez-Ruiz, P. (2024). The impact of gamification on academic performance: the case of digital marketing in Lebanon. Eur. J. Innovat. Manag., https://doi.org/10.1108/ejim-04-2024-0411.
- Tao, Y., Meng, Y., Gao, Z., and Yang, X. (2022). Perceived teacher support, student engagement, and academic achievement: a meta-analysis. Educ. Psychol. 42: 1–20, https://doi.org/10.1080/01443410.2022.2033168.
- Taylor, P. (2024). Blended learning challenges of EFL undergraduate students: student learning experience in an AI-integrated ESP course. Stud. Engl. Lang. Educ. 11: 1431–1449, https://doi.org/10.24815/siele.v11i3.37472.
-
Teng, X. and Liu, G. (2017). The effect of teacher support on migrant children's academic achievement: A moderated mediation. In Proceedings of the 2017 International Conference on Management Science and Management Innovation (MSMI 2017). Paris, France: Atlantis Press, pp. 211–215. https://doi.org/10.2991/msmi-17.2017.46
Teng X. Liu G. 2017 The effect of teacher support on migrant children's academic achievement: A moderated mediation Proceedings of the 2017 International Conference on Management Science and Management Innovation (MSMI 2017) Paris, France Atlantis Press 211 215 https://doi.org/10.2991/msmi-17.2017.46
- Umbach, P.D. and Wawrzynski, M.R. (2005). Faculty do matter: the role of college faculty in student learning and engagement. Res. High. Educ. 46: 153–184, https://doi.org/10.1007/s11162-004-1598-1.
- Voleti, S.S. (2024). Cross-sectional study. In: Eltorai A. E. M., Bakal J. A., Haglin J. M., Abboud J. A., & Crisco J. J. (Eds.), Handbook for designing and conducting clinical and translational research. Academic Press, San Diego, CA, pp. 185–190.
- Wang, Y., Luo, W., Liao, X., and Zhao, P. (2024). Exploring the effect of teacher autonomy support on Chinese EFL undergraduates’ academic English speaking performance through the mediation of basic psychological needs and classroom engagement. Front. Psychol. 15: 1323713, https://doi.org/10.3389/fpsyg.2024.1323713.
- William, A. (2024). Unveiling the significance and influence of theoretical and conceptual frameworks in social science research. Int. J. Res. Publ. 142, https://doi.org/10.47119/ijrp1001421220246059.
- Wu, Y. and Kang, X. (2023). Perceived teacher support and EFL achievement: the mediating roles of academic enjoyment and self-concept. Int. J. Linguist. Transl. Stud. 4: 38–53, https://doi.org/10.36892/ijlts.v4i2.320.
- Xu, B. (2024). Mediating role of academic self-efficacy and academic emotions in the relationship between teacher support and academic achievement. Sci. Rep. 14: 24705, https://doi.org/10.1038/s41598-024-75768-5.
- Zhang, B., Yin, X., and Ren, Z. (2024). Can perceived social support influence academic achievement of master’s students? – evidence from a University in China. Educ. Inf. Technol. 29: 21449–21475, https://doi.org/10.1007/s10639-024-12693-0.
- Zhang, J. (2024). The interaction among social support, mental health and academic performance in university settings: an empirical analysis based on Chinese college students. Environ. Soc. Psychol. 9, https://doi.org/10.59429/esp.v9i11.3255.
- Zhou, S. and Wu, W. (2023). A research on the relationship between Teachers’ Support and Students’ academic achievement in higher vocational colleges. J. Namib. Stud.: Hist. Polit. Cult. 33: 4336–4351, https://doi.org/10.59670/jns.v33i.1146.
- Zhou, X. and Wu, Y. (2024). The interplay between teacher support, behavioral engagement, and academic performance among Chinese secondary EFL learners. Indian J. Lang. Ling. 5: 1–14, https://doi.org/10.54392/ijll2441.
- Zhu, H., Zhang, J., Li, H., Huang, B., Feng, H., Liu, C., and Si, J. (2024). Independent and joint effects of perceived teacher support and math self-efficacy on math achievement in primary school student: variable-oriented and person-oriented analyses. Learn. Indiv. Differ. 112: 102445, https://doi.org/10.1016/j.lindif.2024.102445.
- Zou, Y. and Zou, C. (2024). Exploring factors associated with higher education students’ learning outcomes in emergency remote teaching environments during the COVID-19 pandemic: general patterns and individual differences. Educ. Inf. Technol. 29: 6005–6035, https://doi.org/10.1007/s10639-023-12032-9.