Exploring Motivational Differences Teacher and Non-Teacher in Pursuing Master in ELE : Study Of Relative Autonomy Index (RAI)
DOI:
https://doi.org/10.58879/ijcep.v5i3.103Keywords:
Relative Autonomy Index (RAI), Motivation, Teacher, Non-Teacher, English Language EducationAbstract
The expansion of Master’s programs in English Language Education (ELE) in Indonesia has created highly heterogeneous cohorts, combining active Teacher students driven by professional requirements and Non-Teacher students seeking academic specialization. While the quality of academic motivation is a critical predictor of persistence, existing Indonesian literature rarely compares the distinct motivational profiles of these two groups. This study aimed to systematically investigate the differences in motivation between Teacher and Non-Teacher ELE master’s students by analyzing the Relative Autonomy Index (RAI). Using a quantitative descriptive design, the study surveyed 84 students (38 Teachers and 46 Non-Teachers) across various Indonesian universities. Data, collected via an adapted Academic Motivation Scale, were used to compute the RAI, which measures the net influence of autonomous versus controlled motivational drives. The findings revealed a sharp divergence in motivational quality: Non-Teacher students (RAI: +2.16) exhibit a strong dominance of Autonomous Motivation, rooted in intrinsic interest and personal value, aligning with exploration-driven goals. In stark contrast, Teacher students (RAI: -0.49) are driven by Controlled Motivation, suggesting their academic pursuit is primarily instrumental, tethered to external regulations like institutional obligations, certification requirements, or career promotion. This study fills a critical gap by providing empirical evidence that professional background fundamentally shapes the quality of postgraduate motivation, underscoring the need for tailored academic support and program policies in heterogeneous ELE environments.
References
Abdullah, A. M., & Saeid, M. (2016). Factors affecting students’ choice of MBA program in Kuwait Universities. International Journal of Business and Management, 11(3), 119–128. http://dx.doi.org/10.5539/ijbm.v11n3p119
Al Habahbeh, A. E. (2014). Motives of Students' Joining the Master's Program at Princess Alia University College/Al Balqa Applied University. International Education Studies, 7(1), 81–91. https://doi.org/10.5539/ies.v7n1p81
Al-Shibani, M., & Athawadi, A. (2025). Examining MA TESOL students' motivations for joining postgraduate studies: A study of intrinsic, extrinsic and demotivation. European Journal of English Language Teaching, 10(1). http://dx.doi.org/10.46827/ejel.v10i1.5994
Al-Shredi, N. (2024). The motivations for joining the postgraduate program and the challenges confronting Libyan MA students at the Department of English. مجلة كلية اللغات. https://doi.org/10.56592/flj.v1i29.1068
Amani, J., Myeya, H., & Mhewa, M. (2022). Understanding the motives for pursuing postgraduate studies and causes of late completion: Supervisors and supervisees’ experiences. SAGE Open, 12(3). https://doi.org/10.1177/21582440221109586
Amabile, T. M. (1993). Motivational synergy: Toward new conceptualizations of intrinsic and extrinsic motivation in the workplace. Human Resource Management Review, 3(3), 185–201. https://doi.org/10.1016/1053-4822(93)90012-S
Ballesteros, L. A. A., Esquivel, F. A., Moreno, S. E. R., García, S. J. A., & Cerrillo, M. A. R. (2023). Motivation and leadership in higher education. Revista Caribeña de Ciencias Sociales, 12(5), 2021–2034. https://doi.org/10.55905/rcssv12n5-002
Citrawan, I. W., Widana, I.W., & Suarta, I. M. (2018). Education sector optimization for improving of Human Development Index. International Journal of Social Science and Humanities, 2(1), 117-133. http://dx.doi.org/10.29332/ijssh.v2n1.102
Choemue, S., & Mbato, C. L. (2020). Motivational factors influencing Indonesian students in undertaking a master’s degree. ELT Echo, 5(1), 1–13. https://oapub.org/edu/index.php/ejel/article/view/5994
Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer. https://doi.org/10.1007/978-1-4899-2271-7
Dörnyei, Z. (2020). Innovations and challenges in language learning motivation. Routledge. https://doi.org/10.4324/9780429485893
Duong, M.-Q., Nguyen, V.-T., Bach, T.-N.-D., Ly, B.-N., & Le, T.-Y.-D. (2023). Influence of socioeconomic status and internal environment factors on university-choice decisions of postgraduate students in Vietnam. International Journal of Education and Practice, 11(2). https://doi.org/10.18488/61.v11i2.3322
Ferrer, J., Ringer, A., Saville, K., A Parris, M., & Kashi, K. (2022). Students’ motivation and engagement in higher education: The importance of attitude to online learning. Higher Education, 83(2), 317-338. https://doi.org/10.1007/s10734-020-00657-5
Figuera Gazo, P., Llanes Ordóñez, J., Torrado Fonseca, M., Valls Figuera, R.-G., & Buxarrais Estrada, M. R. (2020). Reasons for Course Selection and Academic Satisfaction among Master’s Degree Students. Journal of Hispanic Higher Education, 21(3), 261-281. https://doi.org/10.1177/1538192720954573
Fishbach, A., & Woolley, K. (2022). The structure of intrinsic motivation. Annual Review of Organizational Psychology, 9(1). https://doi.org/10.1146/annurev-orgpsych-012420-091122
George, D., & Mallery, P. (2019). IBM SPSS Statistics 26 Step by Step: A Simple Guide and Reference (16th ed.). Routledge. https://doi.org/10.4324/9780429056765
Han, J., & Yin, H. (2016). Teacher motivation: Definition, research development and implications for teachers. Cogent Education, 3(1). https://doi.org/10.1080/2331186X.2016.1217819
Hegarty, Niall and Brasco, Robert and Lu, Fang Lieh, What Motivates Students in Graduate School? An Empirical Study (2012). Business Education & Accreditation, v. 4 (2) pp. 39-47, 2012, Available at SSRN: https://ssrn.com/abstract=2144976
Ho, K. K. W., Lo, P., Chiu, D. K. W., Kong, E. W. S., Chen, J. C., Zhou, Q., Xu, Y., & Dalsgard, S. (2016). Intrinsic vs. extrinsic motivations of Master of Library and Information Science students: A cross-cultural comparative study. Journal of Librarianship and Information Science, 50(2), 141 156. https://doi.org/10.1177/0961000616664564 (Original work published 2018)
Howard, J. L., Bureau, J. S., Guay, F., Chong, J. X. Y., & Ryan, R. M. (2021). Student motivation and associated outcomes: A meta-analysis from self-determination theory. Perspectives on Psychological Science, 16(6), 1300–1328. https://doi.org/10.1177/1745691620966789
Javaeed, A., Asghar, A., Allawat, Z., Haider, Q., Mustafa, K. J., & Ghauri, S. K. (2019). Assessment of academic motivation level of undergraduate medical students of Azad Kashmir, Pakistan. Cureus, 11(3). https://doi.org/10.7759/cureus.4296
Jung, J., & Li, X. (2021). Exploring motivations of a master’s degree pursuit in Hong Kong. Higher Education Quarterly, 75(2), 321–332. https://doi.org/10.1111/hequ.12276
Kotera, Y., Taylor, E., Fido, D., Williams, D., & Tsuda-McCaie, F. (2023). Motivation of UK graduate students in education: Self-compassion moderates the pathway from extrinsic motivation to intrinsic motivation. Current Psychology. https://doi.org/10.1007/s12144-021-02301-6
Ma, D. (2022). The role of motivation and commitment in teachers’ professional identity. Frontiers in Psychology, 13, 910747. https://doi.org/10.3389/fpsyg.2022.910747
Marvianto, R. D., & Widhiarso, W. (2025).Does Motivation Mean the Same for Everyone? Exploring Factor Structure and Gender Invariance of the Academic Motivation Scale in Indonesian Student Samples. Available at SSRN: https://ssrn.com/abstract=5352846 or http://dx.doi.org/10.2139/ssrn.5352846
Marvianto, R. D., & Widhiarso, W. (2019). Adaptasi academic motivation scale (AMS) versi Bahasa Indonesia. Gadjah Mada Journal of Psychology (GamaJoP), 4(1), 87-95. https://10.22146/gamajop.45785
Marvianto, R. D., & Widhiarso, S. (2018). Adaptasi dan evaluasi properti psikometris academic motivation scale (AMS) dalam versi Bahasa Indonesia (Doctoral dissertation, Doctoral dissertation, Universitas Gadjah Mada). Diunduh dari http://etd. repository. ugm. ac. id/index. php).). https://etd.repository.ugm.ac.id/penelitian/detail/159424
Mauliya, I., Relianisa, R. Z., & Rokhyati, U. (2020). Lack of motivation factors creating poor academic performance in the context of graduate English department students. Linguists: Journal of Linguistics and Language Teaching, 6(2), 73–85. http://dx.doi.org/10.29300/ling.v6i2.3604
Namaziandost, E., & Rezai, A. (2024). Interplay of academic emotion regulation, academic mindfulness, L2 learning experience, academic motivation, and learner autonomy in intelligent computer-assisted language learning: A study of EFL learners. System, 125, 103419. https://doi.org/10.1016/j.system.2024.103419
Natalya, L., & Purwanto, C. V. (2018). Exploratory and confirmatory factor analysis of the academic motivation scale (AMS)–Bahasa Indonesia. Makara Human Behavior Studies in Asia, 22(1), 29-42. https://doi.org/10.7454/hubs.asia.2130118
Natalya, L. (2018). Validation of academic motivation scale: Short Indonesian language version. ANIMA Indonesian Psychological Journal, 34(1). https://doi.org/10.24123/aipj.v34i1.2025
Nghia, T. L. H. (2019). Vietnamese students’ learning motivations for master’s programmes: Implications for curriculum development and pedagogical practice. Journal of Further and Higher Education, 43(8), 1021–1039. https://doi.org/10.1080/0309877X.2018.1444742
Nordin, N. I., Mohamad Sobri, N., Ismail, N. A., Jalal, T. M. T., Ibrahim, S., Wan Anuar, W. N., & Ibrahim, S. Q. (2021). Modelling influential factors to pursue master’s degree undergraduates. International Journal of Academic Research in Business and Social Sciences, 11(9). https://doi.org/10.6007/IJARBSS/v11-i9/11811
Perera, K. D. R. L. J. (2022). Application of self-determination theory to promote student motivation and engagement in learning: Non-Asian and Asian contexts. Asian Review of Social Sciences, 11(1), 17–21. https://doi.org/10.51983/arss-2022.11.1.2935
Prabandari, C. S. (2020). Attending to EFL teacher identity: Reflective practice in optimising teacher professional education program. Indonesian Journal of English Language Studies (IJELS), 6(2), 92–99. https://e-journal.usd.ac.id/index.php/IJELS/article/view/2820
Richards, J. C., & Farrell, T. S. C. (2005). Professional development for language teachers: Strategies for teacher learning. Cambridge University Press. https://doi.org/10.1017/CBO9780511667237
Royani, H. (2023). Motivational factors of graduate students pursuing a master’s degree in English Education at two selected universities in Jambi (Doctoral dissertation, Universitas Jambi). Retrieved from Universitas Jambi repository.
Ryan, R. M., & Connell, J. P. (1989). Perceived locus of causality and internalization: Examining reasons for acting in two domains. Journal of Personality and Social Psychology, 57(5), 749–761. https://doi.org/10.1037/0022-3514.57.5.749
Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78. https://doi.org/10.1037/0003-066X.55.1.68
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25(1), 54–67. https://doi.org/10.1006/ceps.1999.1020
Ryan, R. M., & Deci, E. L. (2020). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press. https://doi.org/10.1521/978.14625/28806
Susilo, O., Chandra, A. V., Rusijono, Mariono, A. Adapting the Academic Motivation Scale for Homeschool Students in Indonesia: A Study on Reliability, Validity, and Motivational Profiles. (2024). EDUKASIA Jurnal Pendidikan Dan Pembelajaran, 5(1), 893-898. https://doi.org/10.62775/edukasia.v5i1.853;
Suheri, S., Suja, A. Y. I., & Sunaryo, H. (2021). Pengaruh sertifikasi guru dan implementasi program MGMP pada motivasi dan kinerja guru. Jurnal Akuntabilitas Manajemen Pendidikan, 9(2), 189–202. https://repository.unja.ac.id/53330/6/Hilda%20Royani_Full.pdf
Turner, A. R., & Reed, S. M. (2022). Intrinsic motivation in exercise: A concept analysis. Nursing Forum, 57(1), 136–145. https://doi.org/10.1111/nuf.12658
Vallerand, R. J., Pelletier, L. G., Blais, M. R., Brière, N. M., Sénécal, C., & Vallières, E. F. (1992). The Academic Motivation Scale: A measure of intrinsic, extrinsic, and amotivation in education. Educational and Psychological Measurement, 52(4), 1003–1017. https://doi.org/10.1177/0013164492052004025
Wen, J., & Sha, D. (2014). Chinese students' view on motivation to pursue postgraduate studies. [Paper retrieved from Diva portal]. Retrieved from https://www.diva-portal.org/smash/get/diva2:732641/FULLTEXT01.pdf
Wiegerovaa, A. (2016). A study of motives of doctoral studies. Procedia – Social and Behavioural Sciences, 217, 123–131. https://doi.org/10.1016/j.sbspro.2016.02.043
Woody, R. H. (2021). Music education students’ intrinsic and extrinsic motivation: A quantitative analysis of personal narratives. Psychology of Music, 49(5), 1321–1343. https://doi.org/10.1177/0305735620944224
Yasa, I. P. G., Widana, I. W., & Aisyah, S. (2023). The determination of the principal’s leadership style, teachers’ work motivation, and mindset: The performance of elementary school teachers. Edukasi: Jurnal Pendidikan dan Pengajaran, 10(1), 42–50. https://doi.org/10.19109/ejpp.v10i1.16790
Yan, C., Gao, Y., & He, C. (2020). Examining Chinese EFL postgraduates' motivational regulation strategies. Frontiers of Education in China, 15, 250–278. https://doi.org/10.1007/s11516-020-0012-x
Yuan, L., & Liu, X. (2025). The effect of artificial intelligence tools on EFL learners' engagement, enjoyment, and motivation. Computers in Human Behavior, 162, 108474. https://doi.org/10.1016/j.chb.2024.108474
Published
Issue
Section
Copyright (c) 2025 Ilyas. S , Utami Widiati , Sari Karmina

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.