The Assessment of Student Satisfaction with Art and Design Online Course at Normal Universities in Hunan, China

Main Article Content

Juanjuan Li

Abstract

Purpose: In the 5G age, new information technology like artificial intelligence and big data greatly influenced online courses. This research examines the factors impacting user satisfaction with the art and designs online course at the normal universities in Hunan, China. The conceptual framework was constructed with commitment, self-efficacy, transformational leadership, service quality, satisfaction, and actual usage. Research design, data, and methodology: Sample data was collected from the art and design major of three typical normal universities in Hunan Province by using quantitative methods and a questionnaire as a tool before distributing the questionnaire, Item-Objective, and reliability. Data was analyzed by utilizing Confirmatory Factor Analysis (CFA) and Structural Equation Modeling (SEM) to validate the model’s goodness of fit and confirm the causal relationship among variables for hypothesis testing. Results: The results indicated that actual usage was the strongest factor that had a significant impact on student satisfaction, followed by commitment, self-efficacy, transformational leadership, and service quality. In addition, self-efficacy was directly related to actual usage. Conclusions: The conceptual framework proposed in this study had high reliability and validity. Art and design online courses should improve students’ cognitive levels, improve student satisfaction, and actual usage to strengthen the curriculum construction.


 

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Li, J. (2023). The Assessment of Student Satisfaction with Art and Design Online Course at Normal Universities in Hunan, China. AU-GSB E-JOURNAL, 16(2), 143-153. https://doi.org/10.14456/augsbejr.2023.36
Section
Articles
Author Biography

Juanjuan Li

School of design, Changsha University of Science and Technology, China.

References

Agarwal, R., & Prasad, J. (1998). A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology. Information Systems Research, 9(2), 204-215. https://doi.org/10.1287/isre.9.2.204

Ainur, A. K., Deni, S. M., Jannoo, Z., & Yap, B. W. (2017). Sample size and non-normality effects on goodness of fit measures in structural equation models. Pertanika Journal of Science and Technology, 25(2), 575-586.

Akhir, M. F. M., Zakaria, N. Z., & Tangang, F. (2014). Inter-Monsoon Variation of Physical Characteristics and Current Circulation along the East Coast of Peninsular Malaysia. International Journal of Oceanography, 2014(11), 1-9. https://doi.org/10.1155/2014/52758

Aldholay, A., Abdullah, Z., Isaac, O., & Mutahar, A. (2019). Perapective of Yemeni students on use of online learning,Extending the information systems success model with transformational leadership and compatibilty. Information Technology & People, 33(1), 106-128.

Aldholay, A., Isaac, O., Abdullah, Z., Abdulsalam, R., & Al-Shibami, A. H. (2018). An extension of Delone and McLean IS success model with self-efficacy: Online learning usage in Yemen. The International Journal of Information and Learning Technology, 35(4), 285-304. https://doi.org/10.1108/ijilt-11-2017-0116

Al-Mamary, Y. H., & Shamsuddin, A. (2015). Testing of the technology acceptance model in context of yemen. Mediterranean Journal of Social Sciences, 6(4), 268-273. https://doi.org/10.5901/mjss.2015.v6n4s1p268

Annamdevula, S., & Bellamkonda, R. S. (2016). The effects of service quality on student loyalty: the mediating role of student satisfaction. Journal of Modelling in Management, 11(2), 446-462. https://doi.org/10.1108/jm2-04-2014-0031

Antoniou, P., & Griaznova, J. A. (2018). Promoting quality and equity: An exploratory case study of a primary school in England exploring barriers and facilitators in implementing the Dynamic Approach to school improvement. Studies in Educational Evaluation, 57, 53-62. https://doi.org/10.1016/j.stueduc.2017.03.002

Awang, Z. (2012). Structural equation modeling using AMOS graphic (1st ed.). Penerbit University Teknologi MARA.

Balay, R. (2006). Conflict Management Strategies of Administrators and Teachers. Asian Journal of Management Cases, 3(1), 5-24. https://doi.org/10.1177/097282010500300103

Bandura, A. (1986). Social foundations of thought and action: a social cognitive theory (1st ed). Prentice-Hall Press.

Banerjee, N., Stearns, E., Moller, S., & Mickelson, R. A. (2017). Teacher Job Satisfaction and Student Achievement: The Roles of Teacher Professional Community and Teacher Collaboration in Schools. American Journal of Education, 123(2), 203-241. https://doi.org/10.1086/689932

Baniasad, M., Mofrad, M. G., Bahmanabadi, B., & Jamshidi, S. (2021). COVID-19 in Asia: Transmission factors, re-opening policies, and vaccination simulation. Environmental Research, 202, 111657. https://doi.org/10.1016/j.envres.2021.111657

Bansal, H. S., Irving, P. G., & Taylor, S. F. (2004). A Three-Component Model of Customer to Service Providers. Journal of the Academy of Marketing Science, 32(3), 234-250. https://doi.org/10.1177/0092070304263332

Barnsbee, L., Barnett, A. G., Halton, K., & Nghiem, S. (2018). Cost-effectiveness. In Fraser, J. F., Gregory, S., & Stevens, M. (Eds.), Mechanical circulatory and respiratory support (1st eds., pp. 749-772.). Academic Press.

Barrutia, J. M., & Gilsanz López, A. (2009). e-Service quality: Overview and research agenda. International Journal of Quality and Service Sciences, 1(1), 29-50. https://doi.org/10.1108/17566690910945859

Basbeth, F., & Ahmad Saufi, R. (2021). E-teaching satisfaction in a black swan moment: the effect of student engagement and institutional support Roselina Ahmad Saufi. Quality Assurance in Education, 29(4), 1-10. https://doi.org/10.1108/qae-03-2021-0039

Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238-246. https://doi.org/10.1037/0033-2909.107.2.238

Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd ed.). Guilford publications.

Burns, N., & Groves, K. (1997). Practice of nursing research (3rd ed.). Saunders Company.

Camilleri, M. A. (2021). Strategic Dialogic Communication Through Digital Media During COVID-19 Crisis. In M. A. Camilleri (Ed.). Strategic Corporate Communication in the Digital Age (pp. 1-18). Emerald Publishing Limited. https://doi.org/10.1108/978-1-80071-264-520211001

Chaudhary, S., & Dey, A. K. (2021). Influence of student-perceived service quality on sustainability practices of university and student satisfaction. Quality Assurance in Education, 29(1), 29-40. https://doi.org/10.1108/qae-10-2019-0107

Chen, X., Huang, Q., & Davison, R. M. (2017). The role of website quality and social capital in building buyers' loyalty. International Journal of Information Management, 37(1), 1563-1574. https://doi.org/10.1016/j.ijinfomgt.2016.07.005

Chen, Y., Hou, A. Y. C., & Huang, L. (2021). Development of distance distance education in Chinese higher education in perspectives of accessibility, quality and equity under COVID-19, Asian Education and Development Studies, 11(2), 356-365. https://doi.org/10.1108/aeds-05-2020-0118

Cooper, D., & Schindler, P. (2011). Business research methods (11th ed.). McGraw Hill.

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User Acceptance of Computer Technology: A Comparison of Two Theoretical Models. Management Science, 35(8), 982-1003. https://doi.org/10.1287/mnsc.35.8.982

Dehghan, A., Dugger, J., Dobrykowski, D., & Balazs, A. (2014). The antecedents of student loyalty in online programs. International Journal of Educational Management, 28(1), 15-35. https://doi.org/10.1108/ijem-01-2013-0007

Delone, W. H., & Mclean, E. R. (2003). The DeLone and McLean model of information systems success: a ten-year update, Journal of Management Information System, 19(4), 9- 13.

Dhir, A., Kaur, P., & Rajala, R. (2018). Why do young people tag photos on social networking sites? Explaining user intentions. International Journal of Information Management, 38(1), 117-127. https://doi.org/10.1016/j.ijinfomgt.2017.07.004

Dicke, T., Marsh, H. W., Parker, P. D., Guo, J., Riley, P., & Waldeyer, J. (2020). Job satisfaction of teachers and their principals in relation to climate and student achievement. Journal of Educational Psychology, 112(5), 1061-1073. https://doi.org/10.1037/edu0000409

Dikko, M. (2016). Establishing Construct Validity and Reliability: Pilot Testing of a Qualitative Interview for Research in Takaful (Islamic Insurance). Qualitative Report, 21(3), 521-528. https://doi.org/10.46743/2160-3715/2016.2243

Emiliani, M. L. (2014). Engaging faculty in Lean teaching. International Journal of Lean Six Sigma, 6(1), 1-10. https://doi.org/10.1108/ijlss-06-2014-0015

Eom, S. (2012). Effects of LMS, self-efficacy, and self-regulated learning on LMS effectiveness in business education. Journal of International Education in Business, 5(2), 129-144. https://doi.org/10.1108/18363261211281744

Fatima, J. K., Razzaque, M. A., & Di Mascio, R. (2015). Modelling roles of commitment on rapport and satisfaction. International Journal of Bank Marketing, 33(3), 261-275. https://doi.org/10.1108/ijbm-11-2013-0130

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312

Fullerton, G. (2011). Creating advocates: The roles of satisfaction, trust, and commitment. Journal of Retailing and Consumer Services, 18(1), 92-100. https://doi.org/10.1016/j.jretconser.2010.10.003

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate Data Analysis (7th ed.). Pearson.

Hair, J. F., Money, A. H., Samouel, P., & Page, M. (2007). Research Methods for Business, Journal of Education Training, 49(4), 336-337. http://doi.org/10.1108/et.2007.49.4.336.

Hamdan, K., & Al-Bashaireh, A. M. (2021). University students' interaction, Internet self-efficacy, self-regulation and satisfaction with online education during pandemic crises of COVID-19 (SARS-CoV-2). International Journal of Educational Management, 35(3), 713-725. https://doi.org/10.1108/IJEM-11-2020-0513

Hou, C.-K. (2012). Examining the effect of user satisfaction on system usage and individual performance with business intelligence systems: An empirical study of Taiwan's electronics industry. International Journal of Information Management, 32(6), 560-573. https://doi.org/10.1016/j.ijinfomgt.2012.03.00

Ifinedo, P. (2017). Examining students' intention to continue using blogs for learning: Perspectives from technology acceptance, motivational, and social-cognitive frameworks. Computers in Human Behavior, 72, 189-199. https://doi.org/10.1016/j.chb.2016.12.049

Isaac, O., Abdullah, Z., Ramayah, T., & Mutahar, A. M. (2017). Internet usage, user satisfaction, task-technology fit, and performance impact among public sector employees in Yemen, International Journal of Information and Learning Technology, 34(3), 210-241. https://doi.org/10.1108/IJILT-11-2016-0051

Jaruwanakul, T. (2021). Key Influencers of Innovative Work Behavior in Leading Thai Property Developers. AU-GSB E-JOURNAL, 14(1), 61-70. https://doi.org/10.14456/augsbejr.2021.7

Jenkins, R. (1997). Rethinking Ethnicity: Arguments and Exploration (1st ed.). SAGE Publication.

Kavitha, S., & Venkateswaran, R. (2015). Teaching Attitude and Job Satisfaction of Secondary School Teachers. Shanlax International Journal of Education, 3(4), 1-6.

Kim, B. G., Park, S. C., & Lee, K. J. (2007). A structural equation modeling of the Internet acceptance in Korea. Electronic Commerce Research and Applications, 6(4), 425-432. https://doi.org/10.1016/j.elerap.2006.08.005

Kundu, A. (2020). Toward a framework for strengthening participants' self-efficacy in online education. Researchgate, 1(2), 1-10. https://doi.org/10.1108/aaouj-06-2020-0039

Lakshman, C., Bacouël-Jentjens, S., & Kraak, J. M. (2021). Attributional complexity of monoculturals and biculturals: Implications for cross-cultural competence. Journal of World Business, 56(6), 101241. https://doi.org/10.1016/j.jwb.2021.101241

Lam, Y. L. J. (2002). Defining the Effects of Transformational Leadership on Organisational Learning: A Cross-Cultural Comparison. School Leadership & Management, 22(4), 439-452. https://doi.org/10.1080/1363243022000053448

Lefcheck, J. (2015). PIECEWISESEM: Piecewise structural equation modelling in R for ecology, evolution, and systematics. Methods in Ecology and Evolution, 7(5), 1-5. https://doi.org/10.1111/2041-210X.12512

Leithwood, K., & Menzies, T. (1998). Forms and Effects of School-Based Management: A Review. Educational Policy, 12(3), 325-346. https://doi.org/10.1177/0895904898012003006

Lin, M.-J. J., Hung, S.-W., & Chen, C.-J. (2009). Fostering the determinants of knowledge sharing in professional virtual communities. Computers in Human Behavior, 25(4), 929-939. https://doi.org/10.1016/j.chb.2009.03.008

Mbango, P. (2018). Examining the effects of customer satisfaction on commitment and repurchase intentions of branded products. Cogent Social Sciences, 4(1), 1521056. https://doi.org/10.1080/23311886.2018.1521056

Menon, S., & Suresh, M. (2021). Factors influencing organizational agility in higher education. BIJ, 28(1), 307–332. https://doi.org/10.1108/bij-04-2020-0151

Meyer, J. P., Stanley, D. J., Herscovitch, L., & Topolnytsky, L. (2002). Affective, Continuance, and Normative Commitment to the Organization: A Meta-analysis of Antecedents, Correlates, and Consequences. Journal of Vocational Behavior, 61(1), 20-52. https://doi.org/10.1006/jvbe.2001.1842

Michaelis, B., Stegmaier, R., & Sonntag, K. (2010). Shedding light on followers' innovation implementation behavior: The role of transformational leadership, commitment to change, and climate for initiative. Journal of Managerial Psychology, 25(4), 408-429.

Mirabolghasemi, M., Shasti, R., & Hosseinikhah Choshaly, S. (2021). An investigation into the determinants of blended leaning satisfaction from EFL learners' perspective. Interactive Technology and Smart Education, 18(1), 69-84. https://doi.org/10.1108/itse-07-2020-0117

Mittal, S., Khorandroo, S., & Abdelsalam, M. (2020). Security and privacy in smart farming: Challenges and opportunities. IEEE Access, 8, 1-10.

Norzaidi, M. D., & Salwani, M. I. (2009). Evaluating technology resistance and technology satisfaction on students’ performance, Campus-Wide Information Systems, 26(4), 298- 312.

Oldfield, B. M., & Baron, S. (2000). Student perceptions of service quality in a UK university business and management faculty. Quality Assurance in Education, 8(2), 85-95. https://doi.org/10.1108/09684880010325600

Pak, R. J. (2016). Combination of importance-performance analysis and response surface methodology for enhancing satisfaction. International Journal of Quality & Reliability Management, 33(6), 792-802. https://doi.org/10.1108/ijqrm-06-2014-0079

Park, H. B., Yokota, A., Gill, H., & Rassi, G. E. (2005). Diagnostic Accuracy of Clinical Tests for the Different Degrees of Subacromial Impingement Syndrome. The Journal of Bone and Joint Surgery, 87(7), 1446-55. https://doi.org/10.2106/00004623-200507000-00005

Pedroso, R., Zanetello, L., Guimarães, L., Pettenon, M., Gonçalves, V., Scherer, J., Kessler, F., & Pechansky, F. (2016). Confirmatory factor analysis (CFA) of the Crack Use Relapse Scale (CURS). Archives of Clinical Psychiatry (São Paulo), 43(3), 37-40. https://doi.org/10.1590/0101-60830000000081

Robbins, S. P. (2003). Organizational Behavior: Concepts, Controversies, and Applications (10th ed.). Prentice Hall.

Roca, J. C., Chiu, C.-M., & Martínez, F. J. (2006). Understanding e-learning continuance intention: An extension of the Technology Acceptance Model. International Journal of Human-Computer Studies, 64(8), 683-696. https://doi.org/10.1016/j.ijhcs.2006.01.003

Seashore, S. E., & Taber, T. D. (1975). Job Satisfaction Indicators and Their Correlates. American Behavioral Scientist, 18(3), 333-368. https://doi.org/10.1177/000276427501800303

Sezgin, F. (2009). Relationships between Teacher Organizational Commitment, Psychological Hardiness and Some Demographic Variables in Turkish Primary Schools. Journal of Educational Administration, 47(5), 630-651.

https://doi.org/10.1108/09578230910981099

Sharabati, A.-A. A., Alhileh, M. M., & Abusaimeh, H. (2019). Effect of service quality on graduates' satisfaction. Quality Assurance in Education, 27(3), 320-337. https://doi.org/10.1108/qae-04-2018-0035

Sharma, G. P., Verma, R. C., & Pathare, P. (2005). Mathematical modeling of infrared radiation thin layer drying of onion slices. Journal of Food Engineering, 71(3), 282-286. https://doi.org/10.1016/j.jfoodeng.2005.02.010

Sica, C., & Ghisi, M. (2007). The Italian versions of the Beck Anxiety Inventory and the Beck Depression Inventory-Ⅱ: Psychometric properties and discriminant power. In M.A. Lange (Ed.), Leading-Edge Psychological Tests and Testing Research (pp. 27-50). Nova

Soper, D. (2006). Calculator: A-priori sample size for structural equation models. Daniel Soper. https://www.danielsoper.com/statcalc/calculator.aspx?id=89

Teeroovengadum, V., Nunkoo, R., Gronroos, C., kamalanavhan, T., & Seebaluck, A. (2019). Higher education service quality, student satisfaction and loyalty, Quality Assurance in Education, 27(4), 427-445. https://doi.org/10.1108/qae-01-2019-0003

Tripathi, M., & Jeevan, V. K. J. (2013). A selective review of research on e-resource usage in academic libraries. Library Review, 62(3), 134-135. https://doi.org/10.1108/00242531311329473

Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157-178.

Wang, Y.-S. (2008). Assessing e-commerce systems success: a respecification and validation of the DeLone and McLean model of IS success. Information Systems Journal, 18(5), 529-557. https://doi.org/10.1111/j.1365-2575.2007.00268.x.

Web, E. E., & Sub, S. (2016). The relationship between transformational leadership and effort-reward imbalance. Leadership & Organization Development Journal, 37(4), 450-466.

Weerasinghe, I. M. S., & Fernando, R. L. S. (2018). Critical factors affecting students’ satisfaction with higher education in Sri Lanka. Quality Assurance in Education, 26(1), 115-130. https://doi.org/10.1108/qae-04-2017-0014

Wu, J.-H., & Wang, Y.-M. (2006). Measuring KMS success: A respecification of the DeLone and McLean's model. Information & Management, 43(6), 728-739. https://doi.org/10.1016/j.im.2006.05.002

Xiao, G., Zhu, X., Xiao, X., Yan, L., Yang, J., & Wu, G. (2017). Comparison of laboratory tests, ultrasound, or magnetic resonance elastography to detect fibrosis in patients with nonalcoholic fatty liver disease: A meta-analysis. National center for biotechnology information, 66(5), 1486-1501. https://doi.org/10.1002/hep.29302

Zhang, J. H. (2015). Research on Customer Purchase Intention Based on Wechat Marketing. Shanghai University of Engineering and Technology, 9(5),1-10.