Factors Affecting Student Satisfaction of Tutoring Classes in a Private Tutoring Center
Abstract
Background and Aim: In educational services, particularly tutoring centers, understanding the factors contributing to student satisfaction is crucial. This study aimed to investigate the impact of the variables of competence, responsiveness, empathy, learner-facilitator interaction, and learner-learner interaction on student satisfaction at a tutoring center in Hangzhou, China.
Materials and Methods: The study employed a robust methodological approach; (1) Questionnaire Validation: The validity of the questionnaire was tested using the Item-Objective Congruence (IOC) index, while its reliability was assessed through Cronbach's Alpha in a pilot test (n=30). (2) Data Collection: Data were gathered through surveys conducted via the Wenjuanxing App, yielding 120 valid responses. (3) Data Analysis: 1) Multiple Linear Regression: This technique was applied to the 120 valid questionnaires to verify significant relationships among variables. 2) Strategic Plan Implementation (SPI): A 14-week intervention was conducted with a control group of 30 students to test the impact of strategic changes. 3) Paired-Samples t-tests: These were performed to compare the variables between the pre and post-strategic plan for validation. (4) Statistical Software: Jamovi Statistical Software, version 2.4.1, was utilized for all statistical analyses in this study.
Results: The regression analysis revealed that all five variables significantly influenced student satisfaction. Specifically, tutor competence, responsiveness, and empathy were positively correlated with higher levels of student satisfaction. Additionally, both learner-facilitator and learner-learner interactions were found to enhance the overall satisfaction of students significantly. Following the implementation of the strategic plan designed to improve these variables, the paired samples t-test results indicated notable improvements: tutor competence (t = -26.0, p < 0.05), responsiveness (t = -29.3, p < 0.001), empathy (t = -22.7, p < 0.001), learner-facilitator interaction (t = -18.0, p < 0.001), learner-learner interaction (t = -25.2, p < 0.001) and satisfaction (t = -23.5, p < 0.001) all showed statistically significant enhancements. These findings underscore the critical role of these variables in fostering student satisfaction and demonstrate the effectiveness of the strategic interventions applied in this context.
Conclusion: This study highlights that tutor competence, responsiveness, empathy, and effective interactions are crucial for student satisfaction in tutoring centers. Implementing the strategic plan notably improved these areas, emphasizing their importance. These insights can enhance tutoring services, aiding Chinese students in their academic goals.
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References
Ahmed, I., Khairuzzaman Wan Ismail, W., Mohamad Amin, S., & Islam, T. (2014). Role of perceived organizational support in teachers’ responsiveness and students’ outcomes: Evidence from a public sector University of Pakistan. International Journal of Educational Management, 28(2), 246-256. https://doi.org/10.1108/IJEM-02-2013-0031
Ahmed, I., Nawaz, M. M., Ahmad, Z., Ahmad, Z., Shaukat, M. Z., Usman, A., & Ahmed, N. (2010). Does service quality affect students' performance? Evidence from institutes of higher learning. African journal of business management, 4(12), 2527-2533.
Alhajri, R., & Al-Hadrami, A. (2024). The relationship between private lessons and academic achievement among students in grades 9-12 in the Sultanate of Oman. Kurdish Studies, 12(1), 202-213.
Ali, A., & Ahmad, I. (2011). Key factors for determining student satisfaction in distance learning courses: A study of Allama Iqbal Open University. Contemporary Educational Technology, 2(2), 118-134.
Ames, C. A. (1990). Motivation: What teachers need to know. Teachers College Record, 91(3), 409-421.
Anderson, T. (2003). Getting the mix right again: An updated and theoretical rationale for interaction. The International Review of Research in Open and Distributed Learning, 4(2), 9-14.
Arif, S., & Ilyas, M. (2013). Quality of work‐life model for teachers of private universities in Pakistan. Quality Assurance in Education, 21(3), 282-298. https://doi.org/10.1108/QAE-Feb-2012-0006
Astin, A. W. (1993). What Matters in College? San Francisco: Jossey-Bass.
Aydin, B. (2021). Determining the effect of student-content interaction, instructor-student interaction, and student-student interaction on online education satisfaction level. University of South Florida (USF) M3 Publishing, 3, 16. https://www.doi.org/10.5038/9781955833042
Baker, D. P., Akiba, M., LeTendre, G. K., & Wiseman, A. W. (2001). Worldwide shadow education: Outside-school learning, institutional quality of schooling, and cross-national mathematics achievement. Educational Evaluation and Policy Analysis, 23(1), 1-17. https://doi.org/10.3102/01623737023001001
Baron-Cohen, S., & Wheelwright, S. (2004). The empathy quotient: An investigation of adults with Asperger syndrome or high-functioning autism, and normal sex differences. Journal of Autism and Developmental Disorders, 34, 163-175.
Beard, L. A., & Harper, C. (2002). Student perceptions of online versus on-campus instruction. Education, 122(4), 658–663.
Blatchford, P., Bassett, P., & Brown, P. (2011). Examining the effect of class size on classroom engagement and teacher-pupil interaction: Differences about pupil prior attainment and primary vs. secondary schools. Learning and Instruction, 21(6), 715-730. https://doi.org/10.1016/j.learninstruc.2011.04.001
Bolliger, D. U., & Erichsen, E. A. (2013). Student satisfaction with blended and online courses based on personality type. Canadian Journal of Learning and Technology, 39(1), 1-23.
Bray, T.M. (2009). Confronting the shadow education system: What government policies for what private tutoring? Paris: UNESCO International Institute for Educational Planning.
Browne, B. A., Kaldenberg, D. O., Browne, W. G., & Brown, D. J. (1998). Student as customer: Factors affecting satisfaction and assessments of institutional quality. Journal of marketing for higher education, 8(3), 1-14. https://doi.org/10.1300/J050v08n03_01
Chang, S. H. H., & Smith, R. A. (2008). Effectiveness of personal interaction in a learner-centered paradigm distance education class based on student satisfaction. Journal of Research on Technology in Education, 40(4), 407-426.
Daniel, J., & Marquis, C. (1988). Interaction and independence: Getting the mix right. In D. Sewart, D. Keegan, & B. Holmberg (Eds.), Distance education: International perspectives (pp. 339–359). Routledge.
Darawong, C., & Sandmaung, M. (2019). Service quality enhancing student satisfaction in international programs of higher education institutions: A local student perspective. Journal of Marketing for Higher Education, 29(2), 268-283. https://doi.org/10.1080/08841241.2019.1647483
Darawong, C., & Widayati, A. (2022). Improving student satisfaction and learning outcomes with the service quality of online courses: evidence from Thai and Indonesian higher education institutions. Journal of Applied Research in Higher Education, 14(4), 1245-1259. https://doi.org/10.1108/JARHE-02-2021-0074
Darling-Hammond, L. (2006). Powerful teacher education: Lessons from exemplary programs. John Wiley & Sons.
Darminto, R. (2021). Upaya Meningkatkan Kompetensi Pedagogik Guru dalam Merencanakan dan Melaksanakan Pembelajaran Daring Melalui Supervisi Berkelanjutan. Journal on Education, 4(1), 142-156. https://doi.org/10.31004/joe.v4i1.410
Decety, J., & Jackson, P. (2006). A social-neuroscience perspective on empathy. Current Directions in Psychological Science, 15(2), 54-58. https://doi.org/10.1111/j.0963-7214.2006.00406.x
De-Ketele, J. M. (1996). Evaluation of educational achievement: What? Why? For what? Journal Tunisian Science Education, 23, 17-36.
Dever, B. V., & Karabenick, S. A. (2011). Is authoritative teaching beneficial for all students? A multi-level model of the effects of teaching style on interest and achievement. School Psychology Quarterly, 26(2), 131. https://doi.org/10.1037/a0022985
Douglas, J., McClelland, R., & Davies, J. (2008). The development of a conceptual model of student satisfaction with their experience in higher education. Quality assurance in education, 16(1), 19-35. https://doi.org/10.1108/09684880810848396
Elfeky, A. I. M. (2018). The effect of personal learning environments on participants’ higher-order thinking skills and satisfaction. Innovations in Education and Teaching International, 56(4), 505-516. https://doi.org/10.1080/14703297.2018.1534601
Elliott, K. M., & Healy, M. A. (2001). Key factors influencing student satisfaction related to recruitment and retention. Journal of Marketing for Higher Education, 10(4), 1-11. https://doi.org/10.1300/J050v10n0401
Elliott, K. M., & Shin, D. (2002). Student satisfaction: An alternative approach to assessing this important concept. Journal of Higher Education Policy and Management, 24(2), 197-209. https://doi.org/10.1080/1360080022000013518
Emery, C., Kramer, T., & Tian, R. (2001). Customers vs. products: Adopting an effective approach to business students. Quality Assurance in education, 9(2), 110-115. https://doi.org/10.1108/09684880110389681
Eom, S. B., Wen, H. J., & Ashill, N. (2006). The determinants of students' perceived learning outcomes and satisfaction in university online education: An empirical investigation. Decision Sciences Journal of Innovative Education, 4(2), 215-235. https://doi.org/10.1111/j.1540-4609.2006.00114.x
Estiani, S. W., & Hasanah, E. (2022). Principal's Leadership Role in Improving Teacher Competence. Nidhomul Haq: Jurnal Manajemen Pendidikan Islam, 7(2), 229-241. https://doi.org/10.31538/ndh.v7i2.2281
Fahlevi, M., & Leonita, L. (2022). The Role of Gender in Moderating The Effect of Teachers Empathy, Reputation, and System Quality on Student Satisfaction Online Learning Program. In 2022 4th International Conference on Cybernetics and Intelligent Systems (ICORIS) (pp. 1-4). IEEE. https://doi.org/10.1109/ICORIS56080.2022.10031371
Fauth, B., Decristan, J., Decker, A. T., Büttner, G., Hardy, I., Klieme, E., & Kunter, M. (2019). The effects of teacher competence on student outcomes in elementary science education: The mediating role of teaching quality. Teaching and teacher education, 86, 102882. https://doi.org/10.1016/j.tate.2019.102882
Gee, N. C. (2018). The impact of lecturers’ competencies on students’ satisfaction. Journal of Arts and Social Sciences, 1(2), 74-86.
Goh, C., Leong, C., Kasmin, K., Hii, P., & Tan, O. (2017). Students’ experiences, learning outcomes and satisfaction in e-learning. Journal of E-learning and Knowledge Society, 13(2), 117-128. https://www.learntechlib.org/p/188116/
Granero-Gallegos, A., Baños, R., Baena-Extremera, A., & Martínez-Molina, M. (2020). Analysis of misbehaviors and satisfaction with school in secondary education according to student gender and teaching competence. Frontiers in Psychology, 11, 63. https://doi.org/10.3389/fpsyg.2020.00063
Hanssen, T., & Solvoll, G. (2015). The importance of university facilities for student satisfaction at a Norwegian University. Facilities, 33(13/14), 744-759. https://doi.org/10.1108/F-11-2014-0081
Hasan, H. F. A., Ilias, A., Rahman, R. A., & Razak, M. Z. A. (2008). Service quality and student satisfaction: A case study at private higher education institutions. International business research, 1(3), 163-175.
Hattie, J. (2008). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. Routledge.
Hesrcu-Kluska, R. (2019). The interaction between learners and learner-facilitator in an online learning environment. Creative Education, 10(7), 1713-1730.https://doi.org/10.4236/ce.2019.107122
Hewett, S., Becker, K., & Bish, A. (2019). Blended workplace learning: The value of human interaction. Education+ Training, 61(1), 2-16. https://doi.org/10.1108/ET-01-2017-0004
Hillman, D. C., Willis, D. J., & Gunawardena, C. N. (1994). Learner‐interface interaction in distance education: An extension of contemporary models and strategies for practitioners. The American Journal of Distance Education, 8(2), 30-42. https://doi.org/10.1080/08923649409526853
Hutchison, P., & Hammer, D. (2010). Attending to student epistemological framing in a science classroom. Science Education, 94(3), 506-524. https://doi.org/10.1002/sce.20373
Ilham, R., Muhammad, I., Aji, L. J., Rizal, S. U., & Özbilen, F. M. (2023). Artificial intelligence research in education: A bibliometric analysis. Journal of Education Global, 1(1), 45–55. http://penaeducentre.com/index.php/JEdG/article/view/25
Iqbal, A., Hussain, S., Parveen, S., & Javaid, Z. (2019). Effect of teachers’ competencies on scholars’ academic achievement and satisfaction. European Online Journal of Natural and Social Sciences, 8(1), 9-16.
Jeong, H., & Hmelo-Silver, C. E. (2016). Seven affordances of computer-supported collaborative learning: How to support collaborative learning? How can technologies help? Educational Psychologist, 51(2), 247-265. https://doi.org/10.1080/00461520.2016.1158654
Jereb, E., Jerebic, J., & Urh, M. (2018). Revising the importance of factors about student satisfaction in higher education. Organizacija, 51(4), 271-285. https://doi.org/10.2478/orga-2018-0020
Kuan, P. Y. (2011). Effects of cram schooling on mathematics performance: Evidence from junior high students in Taiwan. Comparative Education Review, 55(3), 342–368. https://doi.org/10.1086/ 659142
Lareau, A. (2003). Unequal childhoods: Class, race, and family life. University of California Press.
Latip, M. S. A., Newaz, F. T., & Ramasamy, R. (2020). Students' Perception of Lecturers' Competency and the Effect on Institution Loyalty: The Mediating Role of Students' Satisfaction. Asian Journal of University Education, 16 (2), 183-195. https://doi.org/10.24191/ajue.v16i2.9155
Levin, D. M., Grant, T., & Hammer, D. (2012). Attending and responding to student thinking in science. The American Biology Teacher, 74 (3), 158-162. https://doi.org/10.1525/abt.2012.74.3.6
Levin, D. M., Hammer, D., & Coffey, J. E. (2009). Novice teachers' attention to student thinking. Journal of Teacher Education, 60 (2), 142-154. https://doi.org/10.1177/0022487108330245
Lien, P. T. (2017). Training service quality and its effects on student satisfaction: Case of a Vietnam University. International Journal of Academic Research in Business and Social Sciences, 7(4), 99-110.
Long, C. S., Ibrahim, Z., & Kowang, T. O. (2014). An Analysis of the Relationship between Lecturers' Competencies and Students' Satisfaction. International Education Studies, 7(1), 37-46. https://doi.org/10.5539/ies.v7n1p37
Luo, N., Zhang, M., & Qi, D. (2017). Effects of different interactions on students' sense of community in an e-learning environment. Computers & Education, 115, 153-160. https://doi.org/10.1016/j.compedu.2017.08.006
McLeay, F., Robson, A., & Yusoff, M. (2017). New applications for importance-performance analysis (IPA) in higher education: Understanding student satisfaction. Journal of Management Development, 36(6), 780-800. https://doi.org/10.1108/JMD-10-2016-0187
Mihanović, Z., Batinić, A. B., & Pavičić, J. (2016). The link between students’ satisfaction with faculty, overall students’ satisfaction with student life, and student performances. Review of Innovation and Competitiveness, A Journal of Economic and Social Research, 2(1), 37-60. https://doi.org/10.32728/ric.2016.21/3
Mohan, M., Rajendiran, K., Gunasekaran, V., & Cassinadane, A. V. (2022). Face-to-face education in the virtual classroom in the health sector during the COVID-19 pandemic. Journal of Education Technology in Health Sciences, 8(3), 105-110. https://doi.org/10.18231/j.jeths.2021.021
Moore, M. G., & Kearsley, G. (1996). Distance Education: A Systems View. Belmont, California: Wadsworth Publishing Company.
Muhammad, I., Samosir, C. M., & Bakker, C. (2023). Instrument analysis: Students’ self-regulated learning based on gender in learning with the Rasch model. Journal of Education Global, 1(1), 22-36.
Munoz, L., Fergurson, J. R., Harris, E. G., & Fleming, D. (2022). Does empathy matter? An exploratory study of class-transition satisfaction in unplanned course interruptions. Journal of Marketing Education, 44(2), 217-234. https://doi.org/10.1177/02734753211073891
Nasirun, N., Noor, S. M., Yusoff, R. Z., & Othman, A. A. (2017). Student engagement, student interactions, and student satisfaction in blended learning: A case of entrepreneurship education. Advanced Science Letters, 23(8), 7952-7955. https://doi.org/10.1166/asl.2017.9617
Nastasić, A., Banjević, K., & Gardašević, D. (2019). Student satisfaction as a performance indicator of higher education institutions. Journal of Innovative Business and Management, 11(2), 67-76. https://doi.org/10.32015/JIBM/2019-11-2-8
Nordenbo, S. E., Larsen, M. S., Tiftikçi, N., Wendt, R. E., & Østergaard, S. (2008). Teacher competencies and pupil achievement in pre-school and school. International Journal of Educational Research, 47(6), 366-380.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory. 3rd edition. McGraw-Hill.
Nyathi, M., & Sibanda, E. (2023). E-learning: substitutability of learner–learner, and learner–facilitator interactions to enhance learner satisfaction in higher education. Journal of Research in Innovative Teaching & Learning, 16(2), 210-225. https://doi.org/10.1108/JRIT-04-2022-0018
Oyarzun, B., Stefaniak, J., Bol, L., & Morrison, G. R. (2018). Effects of learner-to-learner interactions on social presence, achievement, and satisfaction. Journal of Computing in Higher Education, 30, 154-175. https://doi.org/10.1007/s12528-017-9157-x
Parahoo, S. K., Santally, M. I., Rajabalee, Y., & Harvey, H. L. (2016). Designing a predictive model of student satisfaction in online learning. Journal of Marketing for Higher Education, 26(1), 1-19. https://doi.org/10.1080/08841241.2015.1083511
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4), 41-50. https://doi.org/10.1177/002224298504900403
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12-40.
Paul, R., & Pradhan, S. (2019). Achieving student satisfaction and student loyalty in higher education: A focus on service value dimensions. Services Marketing Quarterly, 40(3), 245-268. https://doi.org/10.1080/15332969.2019.1630177
Pertiwi, S., Muhammad, I., & Mukhlishonisa, S. (2023). Spatial ability research trends in mathematics learning from 1980-2023: A bibliometric review. Journal of Education Global, 1(1), 9-21.
Phimmasenh, B., & Nouansavanh, K. (2015). Analysis of Pregnant Woman Satisfaction to Hospital Service by SERVQUAL Method: A Case Study of Mahosot Referral Hospital. PSAKU International Journal of Interdisciplinary Research, 4(1), 19–26.
Popham, W. J. (2009). Assessment literacy for teachers: Faddish or fundamental? Theory Into Practice, 48(1), 4-11. https://doi.org/10.1080/00405840802577536
Quadir, B., Yang, J. C., & Chen, N. S. (2022). The effects of interaction types on learning outcomes in a blog-based interactive learning environment. Interactive Learning Environments, 30(2), 293-306. https://doi.org/10.1080/10494820.2019.1652835
RM Hanaysha, J., Hilman Abdullah, H., & Warokka, A. (2011). Service quality and students’ satisfaction at higher learning institutions: The competing dimensions of Malaysian universities’ competitiveness. Journal of Southeast Asian Research, 2011(2011), 1-10. https://doi.org/10.5171/2011.855931
Saori, S., Alghamdi, A. A., & Fahlevi, M. (2023). Influential Factors on Student Satisfaction in High School Sports Education: Unravelling the Roles of Instructor Empathy, System Quality, and Reputation. Revista de Psicología del Deporte (Journal of Sport Psychology), 33(3), 29-41.
Senior, C., Moores, E., & Burgess, A. P. (2017). "I can't get no satisfaction": Measuring student satisfaction in the age of a consumerist higher education. Frontiers in Psychology, 8, 1-3. https://doi.org/10.3389/fpsyg.2017.00980
Sher, A. (2009). Assessing the relationship of student-instructor and student-student interaction to student learning and satisfaction in web-based online learning environment. Journal of Interactive Online Learning, 8(2), 102-120.
Stephen, T. B., Abu, N. Z., Loy, C. K., & Belkhamza, Z. (2019). The effect of administrative service quality and lecturer’s teaching quality on students’ satisfaction in higher learning institutions in Kota Kinabalu, Sabah. International Journal of Innovation, Creativity and Change, 6(4), 260-376.
Stojiljković, S., Djigić, G., & Zlatković, B. (2012). Empathy and teachers’ roles. Procedia-Social and Behavioral Sciences, 69, 960-966. https://doi.org/10.1016/j.sbspro.2012.12.021
Sweeney, J. C., & Ingram, D. (2001). A comparison of traditional and web-based tutorials in marketing education: An exploratory study. Journal of Marketing Education, 23(1), 55-62. https://doi.org/10.1177/0273475301231007
Taib, N. A. M., Rahmat, N. H., Ismail, S., & Hassan, O. (2021). Teacher presence as mediator in online learning: The case for French as a foreign language. European Journal of Foreign Language Teaching, 5(5), 74-92.https://doi.org/10.46827/ejfl.v5i5.3934
Tettegah, S., & Anderson, C. J. (2007). Pre-service teachers’ empathy and cognitions: Statistical analysis of text data by graphical models. Contemporary educational psychology, 32 (1), 48-82. https://doi.org/10.1016/j.cedpsych.2006.10.010
Thompson, J., Hagenah, S., Kang, H., Stroupe, D., Braaten, M., Colley, C., & Windschitl, M. (2016). Rigor and responsiveness in classroom activity. Teachers College Record, 118(5), 1-58. https://doi.org/10.1177/016146811611800506
Wagner, E. D. (1994). In support of a functional definition of interaction. The American Journal of Distance Education, 8(2), 6–29. https://doi.org/10.1080/08923649409526852
Walker, J. M. T., & Hoover-Dempsey, K. V. (2015). Parental engagement and classroom management. In E. T. Emmer & E. J. Sabornie (Eds.), Handbook of classroom management (2nd ed., pp. 459–478). New York: Routledge.
Wang, Q., Somjai, S., & Somjai, A. (2023). The Influence of Perceived Quality on Online Teaching Satisfaction. Procedia of Multidisciplinary Research, 1(11), 14.
Weerasinghe, I. S., Fernando, S., & Lalitha, R. (2017). Students’ satisfaction in higher education. American Journal of Educational Research, 5 (5), 533-539.
Wong, W. H., & Chapman, E. (2023). Student satisfaction and interaction in higher education. Higher Education, 85(5), 957-978. https://doi.org/10.1007/s10734-022-00874-0
Wu, J. H., Tennyson, R. D., & Hsia, T. L. (2010). A study of student satisfaction in a blended e-learning system environment. Computers & Education, 55(1), 155-164. https://doi.org/10.1016/j.compedu.2009.12.012
Xu, W., Zhang, N., & Wang, M. (2024). The impact of interaction on continuous use in online learning platforms: a metaverse perspective. Internet Research, 34(1), 79-106. https://doi.org/10.1108/INTR-08-2022-0600
Zhang, J., & Zhang, L. J. (2021). Learners’ satisfaction with native and non-native English-speaking teachers’ teaching competence and their learning motivation: a path-analytic approach. Asia Pacific Journal of Education, 41(3), 558-573. https://doi.org/10.1080/02188791.2020.1833834