The Impact of Student Integration, Academic Motivation, and Self-Esteem on Academic Performance: A Conceptual Model for Malaysian Universities

This conceptual paper examines how peer mentoring influences academic growth among university students in Malaysia, grounded in Social Learning Theory. These programs, where senior students mentor juniors, are increasingly recognized for improving retention, engagement, and performance. However, their implementation in Malaysian universities remains inconsistent and lacks a unified theoretical foundation. The study proposes a framework that views academic development as the primary outcome affected by three key factors: student integration, academic motivation, and self-esteem. These factors function as mechanisms through which mentoring enhances self-efficacy, persistence, and resilience. The paper reviews both international and local literature to demonstrate how observational learning, modelling, and reinforcement within mentoring relationships foster academic success. A survey-based, quantitative research design utilizing PLS-SEM analysis is outlined to test the framework. This research advances theory by applying Social Learning Theory to structured peer mentoring and provides practical insights for creating effective mentoring programs. The goal is to help institutions improve student engagement, academic achievement, and well-being, ultimately reducing dropout rates and enhancing overall educational outcomes.

Peer mentoring, Student integration, Academic motivation

1. Ahmad, N., Alias, F. A., Hamat, M., & Mohamed, S. A. (2024). Reliability analysis: Application of Cronbach’s alpha in research instruments. In Pioneering the future: Delving into e-learning’s landscape (pp. 114–119). Universiti Teknologi Mara. [Google Scholar] [Crossref]

2. Al Aqeel, S., & Alhumaid, H. K. (2024). Undergraduate university students mentoring program: Experiences of mentors and mentees. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1486398 [Google Scholar] [Crossref]

3. Al Yahyaei, A., Natarajan, J. R., Seshan, V., Joseph, M. A., Valsaraj, B. P., & Al Abri, F. H. (2024). The usefulness of peer tutoring and its impact on nursing students’ academic performance, psychological empowerment, and satisfaction: Pre-post design. SAGE Open Nursing. https://doi.org/10.1177/23779608241282168 [Google Scholar] [Crossref]

4. Alghamdi, S. A., Aljaffer, M. A., Alahmari, F. S., Alasiri, A. B., Alkahtani, A. H., Alhudayris, F. S., & Alhusaini, B. A. (2023). The impact of low self-esteem on academic achievement and related behaviors among medical students in Saudi Arabia. Saudi Medical Journal, 44(6), 613–620. https://doi.org/10.15537/smj.2023.44.6.20230055 [Google Scholar] [Crossref]

5. Almulhim, F. A., Iqbal, K., Al Samman, F. M., Ali, A., &Almazah, M. M. (2024). An optimal estimation approach for stratified random sampling using two auxiliary attributes, with applications in the agricultural, demographic, financial, and education sectors. Heliyon, 10, e37234. https://doi.org/10.1016/j.heliyon.2024.e37234 [Google Scholar] [Crossref]

6. Alonso García, M. A., & García, M. A. (2024). Effectiveness of peer mentoring on university dropout and academic performance. Psicología Educativa, 30(1), 29–37. https://doi.org/10.5093/psed2024a5 [Google Scholar] [Crossref]

7. Amador Campos, J. A., Peró Cebollero, M., Feliu Torruella, M., Pérez González, A., Cañete Massé, C., Jarne Esparcia, A. J., Triadó Ivern, X., & Guàrdia Olmos, J. (2023). Mentoring and research self-efficacy of doctoral students: A psychometric approach. Education Sciences, 13(4), 358. https://doi.org/10.3390/educsci13040358 [Google Scholar] [Crossref]

8. Ayoobzadeh, M. (2023). Peer mentoring and doctoral student retention: A longitudinal study. Higher Education Research & Development. https://doi.org/10.1080/07294360.2022.2106948 [Google Scholar] [Crossref]

9. Belmekki, M. (2025). The learning, teaching, and assessment of critical thinking in higher education. The Journal of Quality in Education, 15(25), 95–113. https://doi.org/10.37870/joqie.v15i25.462 [Google Scholar] [Crossref]

10. Brock, H., et al. (2025). Peer2Me – Impact of peer support on self-efficacy in young adult cancer survivors. BMC Cancer, 25, 14323. https://doi.org/10.1186/s12885-025-14323-5 [Google Scholar] [Crossref]

11. Dost, G., Tuffley, D., & Vercoe, C. (2023). Understanding higher education students’ sense of belonging from their perspectives. Teaching in Higher Education. https://doi.org/10.1080/0309877X.2023.2191176 [Google Scholar] [Crossref]

12. Egele, E., & Stark, S. (2024). The mediating role of self-efficacy and outcome expectations in the relationship between peer context and academic engagement: A social cognitive theory perspective. Behavioral Sciences, 15(5), 681. https://doi.org/10.3390/bs15050681 [Google Scholar] [Crossref]

13. Farhan, M. A., Makkiyah, F. A., Hadiwiardjo, Y. H., et al. (2025). Exploring the correlation between academic achievement and self-regulated learning on critical thinking in undergraduate medical students. BMC Medical Education, 25, 1587. https://doi.org/10.1186/s12909-025-07866-5 [Google Scholar] [Crossref]

14. Gonçalves, J. C., Duarte, A. M., Marques Pinto, A., Paulino, P., Figueira, C. P., Ferreira, P. A., Hagá, S., Barros, A., Pereira, N. S., Da Luz, R. A., & Amaral, A. (2025). Mentoring for well-being, engagement, and academic achievement in higher education students. Frontiers in Education. https://doi.org/10.3389/feduc.2025.1606103 [Google Scholar] [Crossref]

15. Hibbs, A., & Smith, J. (2025). Self-confidence and perceived importance of pre-arrival experiences among first-year students. Journal of Further and Higher Education. https://doi.org/10.1016/j.jhef.2025.02.001 [Google Scholar] [Crossref]

16. Hofmans, L., & van den Bos, W. (2022). Social learning across adolescence: A Bayesian neurocognitive perspective. Developmental Cognitive Neuroscience, 58, 101151. https://doi.org/10.1016/j.dcn.2022.101151 [Google Scholar] [Crossref]

17. Idris, M. H. S., & Johari, K. S. (2024). Perception and self-efficacy of students in the peer mentoring program (PRS). International Journal of Academic Research in Business and Social Sciences, 14(6), 217–230. https://doi.org/10.6007/IJARBSS/v14-i6/21778 [Google Scholar] [Crossref]

18. Ikmal, M., Sallehatul, A., Intan, I., Mohd, F., & Hardiyanti, Z. (2025). The educational challenges among private university students in Klang Valley area during the pandemic. International Journal of Advanced Computer Science and Applications, 11(6), 1–10. [Google Scholar] [Crossref]

19. Ikmal, M., & Grace, D. (2023). The challenges of educational environment on virtual learning among undergraduate students during the Covid-19 pandemic. International Journal of Academic Research in Progressive Education and Development, 12(2), 662–675. https://doi.org/10.6007/IJARPED/v12-i2/16884 [Google Scholar] [Crossref]

20. Kenney, T., & O’Halloran, K. C. (2024). The impact of student satisfaction and sense of belongingness on academic success and performance in undergraduate science majors. Journal of Interdisciplinary Studies in Education, 14(2), 90–114. https://doi.org/10.32674/v7gyzx59 [Google Scholar] [Crossref]

21. Krishna, L. K. R., Kwok, H. Y. F., Ravindran, N., et al. (2024). A systematic scoping review of mentoring support on professional identity formation. BMC Medical Education, 24, 1380. https://doi.org/10.1186/s12909-024-06357-3 [Google Scholar] [Crossref]

22. Le, H. G., & Sok, C. (2024). The benefits of peer mentoring in higher education: Findings from a systematic review. Journal of Learning Development in Higher Education, (31). [Google Scholar] [Crossref]

23. Lefferts Mohn, L. (2023). Applying social learning theory in higher education mentoring programs: A conceptual review. Journal of Educational Research and Practice, 13(7), 112–130. https://doi.org/10.5590/JERP.2023.13.7.09 [Google Scholar] [Crossref]

24. Lestari, A. D. P., & Antika, E. R. (2023). Self-esteem and peer social support: How do they contribute to high school students’ academic hardiness? Pamomong: Journal of Islamic Educational Counseling, 4(2), 106–121. https://doi.org/10.18326/pamomong.v4i2.606 [Google Scholar] [Crossref]

25. Liu, T., Pang, P. C. I., & Lam, C. K. (2024). Public health education using social learning theory: A systematic scoping review. BMC Public Health, 24, 1906. https://doi.org/10.1186/s12889-024-19333-9 [Google Scholar] [Crossref]

26. López, M. M., Verdugo, M. Á., & Fornés, J. M. (2024). Social integration, subjective well-being, and dropout intention: A predictive model in higher education. Revista de Psicología. [Google Scholar] [Crossref]

27. López, E. F., Huerta, A. H., Torres, G. M., et al. (2025). Mentorship and outreach: Exploring students’ feedback to improve Men of Color retention programs. Innovative Higher Education. https://doi.org/10.1007/s10755-025-09793-1 [Google Scholar] [Crossref]

28. Maluenda Albornoz, J., Berríos Riquelme, J., Infante Villagrán, V., & Lobos Peña, K. (2023). Perceived social support and engagement in first-year students: The mediating role of belonging during COVID-19. Sustainability, 15(1), 597. https://doi.org/10.3390/su15010597 [Google Scholar] [Crossref]

29. Marzoratti, A., & Evans, T. M. (2024). Why and how to collect representative study samples in educational neuroscience research. Trends in Neuroscience and Education, 35, 100231. https://doi.org/10.1016/j.tine.2024.100231 [Google Scholar] [Crossref]

30. Naidoo, K., Plummer, L., McKean, M., Mack, A., Bowdle, G. K., Mullins, M. A., & Gore, S. (2022). Virtual faculty and peer mentoring to promote social belonging among minoritized physical therapist and nursing students. Healthcare, 10(3), 416. https://doi.org/10.3390/healthcare10030416 [Google Scholar] [Crossref]

31. Nallaluthan, K., Kamaruddin, S., Thurasamy, R., Ghouri, A. M., &Kanapathy, K. (2024). Quantitative data analysis using PLS-SEM (SmartPLS): Issues and challenges in ethical consideration. International Business Education Journal, 17(2), 41–54. https://doi.org/10.37134/ibej.Vol17.2.04.2024 [Google Scholar] [Crossref]

32. Ni, J., Shi, Y., Sun, J., & Wu, Q. (2024). The effect of self-esteem on college students’ learning adaptation: A chain mediation analysis of self-efficacy and learning burnout. Asia-Pacific Education Researcher, 34(5), 1321–1330. https://doi.org/10.1007/s40299-024-00945-z [Google Scholar] [Crossref]

33. Pereira, L. M., Rodrigues, V. S., & Freires, F. G. M. (2024). Use of partial least squares structural equation modeling (PLS SEM) to improve plastic waste management. Applied Sciences, 14(2), 628. https://doi.org/10.3390/app14020628 [Google Scholar] [Crossref]

34. Pinkney, J. (2024). A case study of the intersections of peer mentoring at a Hispanic-serving institution: Implications for transfer students. Online Journal of Distance Education and e-Learning, 12(2), 1–14. [Google Scholar] [Crossref]

35. Prummer, M., & Kogler, M. (2024). The role of mentoring in developing leaders’ emotional competencies. Frontiers in Education, 9, 1393660. https://doi.org/10.3389/feduc.2024.1393660 [Google Scholar] [Crossref]

36. Riley, E. D., Chur, E., Gandhi, M., et al. (2024). Lessons for expanding virtual mentoring in academic medical institutions: A qualitative study among senior mentors. BMC Medical Education, 24, 934. https://doi.org/10.1186/s12909-024-05852-x [Google Scholar] [Crossref]

37. Salman, H. D., Mahdad, A., Khalifa Al Hashmy, R. N., &Manshaee, G. (2024). Predicting students’ academic performance based on academic self-concept, academic resilience, academic engagement, emotional self-regulation, and self-esteem. Journal of Adolescent and Youth Psychological Studies, 5(12), 31–40. https://doi.org/10.61838/kman.jayps.5.12.4 [Google Scholar] [Crossref]

38. Sá, M. J. (2023). Student academic and social engagement in the life of the academy—a lever for retention and persistence in higher education. Education Sciences, 13(3), 269. https://doi.org/10.3390/educsci13030269 [Google Scholar] [Crossref]

39. Sedigh, A., et al. (2024). The effect of a peer mentoring program on clinical academic progress, self-confidence, and stress among operating room students. BMC Medical Education, 24(1), 542. https://doi.org/10.1186/s12909-024-05424-z [Google Scholar] [Crossref]

40. Subhaktiyasa, P. G. (2024). PLS SEM for multivariate analysis: A practical guide to educational research using SmartPLS. EduLine: Journal of Education and Learning Innovation, 4(3), 353–365. https://doi.org/10.35877/454RI.eduline2861 [Google Scholar] [Crossref]

41. Sun, T. (2025). Exploring key factors in mentoring relationships in Malaysian higher education institutions: A case study of Universiti Teknologi Malaysia. International Journal of Academic Research in Progressive Education and Development, 14(1), 2464–2480. https://doi.org/10.6007/IJARPED/v14-i1/25027 [Google Scholar] [Crossref]

42. Torres, J., Chen, D., & Peixoto, B. (2025). Effect of peer mentoring programs on academic motivation and school belonging among first-generation learners. KMAN Counseling& Psychology Nexus, 3, 1–10. https://doi.org/10.61838/kman.ec.psynexus.3.7 [Google Scholar] [Crossref]

43. Versteeg, M., Kappe, R. F., & Knuiman, C. (2022). Predicting student engagement: The role of academic belonging, social integration, and resilience during COVID-19 emergency remote teaching. Frontiers in Public Health, 10, 849594. https://doi.org/10.3389/fpubh.2022.849594 [Google Scholar] [Crossref]

44. Williams, C. J., Chen, J. M., Quirion, A., & Hoeft, F. (2024). Peer mentoring for students with learning disabilities: The importance of shared experience on students’ social and emotional development. Frontiers in Education, 9, 1292717. https://doi.org/10.3389/feduc.2024.1292717 [Google Scholar] [Crossref]

45. Woreta, G. T., & Row, G. (2025). The mediating role of self-efficacy and outcome expectations in the relationship between peer academic norms and academic engagement. Behavioral Sciences, 15(5), 681. https://doi.org/10.3390/bs15050681 [Google Scholar] [Crossref]

46. Yusof, K., Ahmad Shah, N., & Abdul Rauf, R. K. (2022). Fostering the academic performance of private university students through a mentoring programme. In H. H. Kamaruddin et al. (Eds.), Reimagining resilient sustainability 3, 438–452. European Proceedings of Multidisciplinary Sciences. https://doi.org/10.15405/epms.2022.10.43 [Google Scholar] [Crossref]

47. Zhai, Y., & Carney, J. V. (2024). The role of mental health and protective factors in student academic persistence and retention during a global crisis. Global Mental Health, 11, e15. https://doi.org/10.1017/gmh.2024.12 [Google Scholar] [Crossref]

48. Zhang, F., Xu, X., Peng, W., & Guo, C. (2024). Educational expectations and academic persistence among rural adolescents: The protective role of high self-esteem. Behavioral Sciences, 14(10), 888. https://doi.org/10.3390/bs14100888 [Google Scholar] [Crossref]

49. Zhou, F., & Ahmad, R. A. H. (2025). The impact of learning motivation on students’ academic performance: A self-determination theory perspective. Journal of Education, Humanities, and Social Research, 5(2), 36–40. [Google Scholar] [Crossref]

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