Abstract :

This study investigates the factors influencing purchase intentions for online paid courses in Indonesia, with a particular focus on brand equity, advertising, and price. Utilizing a Likert scale questionnaire distributed to 595 Indonesians aged 18-35, who bought their e-learning themselves or through family support. The research employs Partial Least Square-Structural Equation Modeling (PLS-SEM) for data analysis. Key findings indicate a strong preference for e-learning platforms offering interactive, practical content aligned with personal and professional development goals. The study reveals that enhancing skill sets, especially for career advancement or entrepreneurship, is a primary motivator for users. The importance of practical application of skills in real-world scenarios is emphasized, highlighting the need for practical exercises and case studies in course content. Quality mentorship and interactive features like live sessions significantly improve the learning experience, while technical issues and budget considerations are noted as potential barriers. The findings suggest that e-learning providers should focus on delivering high-quality content through flexible and competitive pricing models to attract and retain learners.

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Keywords :

Advertising Impact on E-Learning, Brand Equity in E-Learning, Indonesian E-Learning Market, Online Paid Courses, Pricing Strategies in Online Education, Purchase Intentions

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References :

1. Godey, B., Manthiou, A., Pederzoli, D., Rokka, J., Aiello, G., Donvito, R., & Singh, R. (2016). Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior. Journal of business research, 69(12), 5833-5841.
2. Curtis, T., Arnaud, A., & Waguespack, B. P. (2017). Advertising effect on consumer emotions, judgements, and purchase intent. Asian Journal of Business Research, 7(2), 57.
3. Zhang, X., Gu, X. and Qu, Y. (2023), “Research on pricing strategy of online education products considering consumers’ matching degree and price comparison behavior”, Kybernetes, Vol. 52 No. 8, pp. 2672-2692.
4. Alalwan, A. A. (2018). Investigating the impact of social media advertising features on customer purchase intention. International Journal of Information Management, 45, 75–77.
5. Kazancoglu, I. and Aydin, H. (2018). An investigation of consumers’ purchase intentions towards omni-channel shopping: A qualitative exploratory study. International Journal of Retail and Distribution Management, 46(10), 959–976.
6. Wang, S., Wang, J., Yang, F., Li, J., and Song, J. (2020). Determinants of consumers’ remanufactured products purchase intentions: Evidence from china. International Journal of Production Research, 58(8), 2368–2383.
7. Zhao, K., Stylianou, A. C., and Zheng, Y. (2018). Sources and impacts of social influence from online anonymous user reviews. Information and Management, 55(1), 16–30.
8. Chen, Y., Ding, D., Meng, L., Li, X., & Zhang, S. (2023). Understanding consumers’ purchase intention towards online paid courses. Information Development, 39(1), 19-35.
9. Cai, S., Luo, Q., Fu, X., & Fang, B. (2020). What drives the sales of paid knowledge products? A two-phase approach. Information & Management, 57(5), 103264.
10. Lu, Y., Wang, B., & Lu, Y. (2019). Understanding key drivers of MOOC satisfaction and continuance intention to use. Journal of Electronic Commerce Research, 20(2).
11. Alwan, M., & Alshurideh, M. (2022). The effect of digital marketing on purchase intention: Moderating effect of brand equity. International Journal of Data and Network Science, 6(3), 837-848.
12. Stojanovic, I., Andreu, L., & Curras-Perez, R. (2022). Social media communication and destination brand equity. Journal of Hospitality and Tourism Technology, 13(4), 650-666.
13. Park, C. I., & Namkung, Y. (2022). The effects of instagram marketing activities on customer-based brand equity in the coffee industry. Sustainability, 14(3), 1657.
14. Spackman, J. S., & Larsen, R. (2017). Evaluating the impact of social media marketing on online course registration. The Journal of Continuing Higher Education, 65(3), 151-165.
15. Shakirova, D. (2022). IMPROVING EDUCATION SERVICE BY CREATING A STRONG BRAND EQUITY OF HEI. Iqtisodiyot va taʼlim, 23(1), 98-105.
16. Perera, C. H., Nayak, R., & Nguyen, L. T. V. (2023). The impact of social media marketing and brand credibility on higher education institutes’ brand equity in emerging countries. Journal of Marketing Communications, 29(8), 770-795.
17. Maleki Minbashrazgah, M., Bagheri Garbollagh, H., & Varmaghani, M. (2022). Brand-specific transactional leadership: the effects of brand-building behaviors on employee-based brand equity in the insurance industry. Kybernetes, 51(7), 2326-2342.
18. Lim, W. M., & Guzmán, F. (2022). How does promotion mix affect brand equity? Insights from a mixed-methods study of low involvement products. Journal of Business Research, 141, 175-190.
19. Pancić, M., Serdarušić, H., & Ćućić, D. (2023). Green Marketing and Repurchase Intention: Stewardship of Green Advertisement, Brand Awareness, Brand Equity, Green Innovativeness, and Brand Innovativeness. Sustainability, 15(16), 12534.
20. Youn, S. Y., & Cho, E. (2022). CSR ads matter to luxury fashion brands: a construal level approach to understand Gen Z consumers’ eWOM on social media. Journal of Fashion Marketing and Management: An International Journal, 26(3), 516-533.
21. Zhang, M., Zhang, Y., Zhao, L., & Li, X. (2020). What drives online course sales? Signaling effects of user-generated information in the paid knowledge market. Journal of Business Research, 118, 389-397.
22. Bayer, E., Srinivasan, S., Riedl, E. J., & Skiera, B. (2020). The impact of online display advertising and paid search advertising relative to offline advertising on firm performance and firm value. International Journal of Research in Marketing, 37(4), 789-804.
23. Ho Nguyen, H., Nguyen-Viet, B., Hoang Nguyen, Y. T., & Hoang Le, T. (2022). Understanding online purchase intention: the mediating role of attitude towards advertising. Cogent Business & Management, 9(1), 2095950.
24. Hussain, A., Ting, D. H., & Mazhar, M. (2022). Driving consumer value co-creation and purchase intention by social media advertising value. Frontiers in Psychology, 13, 800206.
25. Tartarini, G., Barbiroli, M., Fuschini, F., and Degli, E. V. (2013). Consolidating the electromagnetic education of graduate students through an integrated course. IEEE Transactions on Education, 56(4), 416–423.
26. Trotskovsky, E., Sabag, N., and Waks, S. (2015). Students’ achievements and misunderstandings when solving problems using electronics models—A case study. IEEE Transactions on Education, 58(2), 104–109.
27. Wang, W., Guo, L., He, L., and Wu, Y. J. (2019). Effects of social-interactive engagement on the dropout ratio in online learning: Insights from MOOC. Behaviour and Information Technology, 38(4-6), 621–636.
28. Bhatnagar, A., Sen, A., and Sinha, A. P. (2017). Providing a window of opportunity for converting eStore visitors. Information Systems Research, 28(1), 22–32.
29. Liao, C., Lin, H. N., Luo, M. M., and Chen, S. (2017). Factors influencing online shoppers’ repurchase intentions: The roles of satisfaction and regret. Information and Management, 54(5), 651–668.
30. Zingaro, D. and Porter, L. (2014). Peer Instruction in computing: The value of instructor intervention. Computers and Education, 71, 87–96.
31. Paechter, M., Maier, B., and Macher, D. (2010). Students’ expectations of, and experiences in e-learning: Their relation to learning achievements and course satisfaction. Computers and Education, 54(1), 222–229.
32. Baker, R. M., & Passmore, D. L. (2016). Value and pricing of MOOCs. Education sciences, 6(2), 14.
33. Jin, N., Kim, S. H., & Merkebu, J. (2022). Understanding the Role of Aesthetics and Price Fairness for Establishing Marketing Strategies in the Sports Bar Industry. International Journal of Hospitality & Tourism Administration, 1-29.
34. He, Y., Yu, Y., Wang, Z., & Xu, H. (2022). Equilibrium pricing, advertising, and quality strategies in a platform service supply chain. Asia-Pacific Journal of Operational Research, 39(01), 2140031.
35. De Toni, D., Reche, R. A., & Milan, G. S. (2022). Effects of market orientation, innovation strategies and value-based pricing on market performance. International Journal of Productivity and Performance Management, 71(8), 3556-3580.
36. Guerreiro, J., Loureiro, S. M. C., Nascimento, J., & Duarte, M. (2023). How to earn a premium price: the effect of green marketing and brand coolness. Journal of Communication Management, 27(1), 35-63.
37. Goli, A., Chintagunta, P. K., & Sriram, S. (2022). Effects of payment on user engagement in online courses. Journal of Marketing Research, 59(1), 11-34.
38. Chen, X., & Geng, W. (2021). Enroll now, pay later: optimal pricing and nudge efforts for massive-online-open-courses providers. Electronic Markets, 1-16.
39. Sakdavong, J. C., Larrieu, H., Levert, A., Dedieu, L., & Tidey, G. (2023). Effect of Online Training Price and Price Perception on Quality and Benefit Perception in France. SN Computer Science, 4(4), 409.
40. Hsu, C. L. and Lin, C. C. (2015). What drives purchase intention for paid mobile apps? – An expectation confirmation model with perceived value. Electronic Commerce Research and Applications, 14(1), 46–57.
41. Jongchul, O. and Sung-Joon, Y. (2014). Validation of haptic enabling technology acceptance model (HE-TAM): Integration of IDT and TAM. Telematics and Informatics, 31(4), 585–596.
42. Chen, L., Xu, P., and Liu, D. (2020). Effect of crowd voting on participation in crowdsourcing contests. Journal of Management Information Systems, 37(2), 510–535.
43. Ghavipour, M. and Meybodi, M. R. (2018). A dynamic algorithm for stochastic trust propagation in online social networks: Learning automata approach. Computer Communications, 123, 11–23.
44. Shin, D. (2021). Embodying algorithms, enactive artificial intelligence and the extended cognition: You can see as much as you know about algorithm. Journal of Information Science (7), 016555152098549.