Main Article Content
Abstract
The development of social media has driven the transformation of online shopping behaviour, one of which is through the TikTok Shop feature that integrates entertainment content and e-commerce activities, particularly through TikTok live streaming. This study aims to analyse the influence of customer expectations and perceived enjoyment on repurchase intention, with satisfaction as a mediating variable, among TikTok Shop users in the Special Region of Yogyakarta. A quantitative method was used, with data collected through a questionnaire distributed to 154 respondents who shopped through TikTok live streaming. Data analysis was performed using with SmartPLS version 4 software. The results show that customer expectations do not have a positive and significant effect on repurchase intention. However, perceived enjoyment has a positive and significant effect on repurchase intention. In addition, this study found that satisfaction fully mediates the relationship between customer expectations and repurchase intention. Meanwhile, satisfaction also acts as a partial mediator in the effect of perceived enjoyment on repurchase intention. These findings indicate that an enjoyable shopping experience and customer satisfaction play an important role in encouraging repurchase intention on TikTok Shop.
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References
- Anifa, N., & Sanaji, S. (2022). Augmented Reality Users: The Effect of Perceived Ease of Use, Perceived Usefulness, and Customer Experience on Repurchase Intention. Journal of Business and Management Review, 3(3), 252–274. https://doi.org/10.47153/jbmr33.3462022
- Anisa Prasetya Putri Kartini. (2023). Mengenal TikTok, Aplikasi Media Sosial yang Populer di Dunia. Tempo.Co. https://www.tempo.co/ekonomi/mengenal-tiktok-aplikasi-media-sosial-yang-populer-di-dunia-117339
- Ashfaq, M., Yun, J., Waheed, A., Khan, M. S., & Farrukh, M. (2019). Customers’ Expectation, Satisfaction, and Repurchase Intention of Used Products Online: Empirical Evidence From China. SAGE Open, 9(2). https://doi.org/10.1177/2158244019846212
- Awan, U. . B. O. T. . & K. M. J. (2021). The Impact of Perceived Enjoyment on Customer Satisfaction and Loyalty in E-Commerce: A Study of Pakistan. Sustainability.
- Ayu, M., Oktarini, S., & Wardana, I. M. (n.d.). Maret 2018 Made Ayu Swari Oktarini; I Made Wardana. In INOBIS: Jurnal Inovasi Bisnis dan Manajemen Indonesia (Vol. 1, Issue 2).
- Bhattacherjee, A. (2001). Bhattacherjee/lnformation Systems Continuance MIS Qarterjy UNDERSTANDING INFORMATION SYSTEMS CONTINUANCE: AN EXPECTATION-CONFIRMATION MODEL1 Motivation for the Study (Vol. 25, Issue 3).
- Cem Bölen, M., & Özen, Ü. (2020). Understanding the factors affecting consumers’ continuance intention in mobile shopping: the case of private shopping clubs. In Int. J. Mobile Communications (Vol. 18, Issue 1).
- Dewi Wijiastuti, R., Frisayanti, F., Waly, N. A., Hasan, J. A., & Sorong, U. M. (2024). Pengaruh Ease Of Use Dan Perceived Enjoyment Terhadap Repurchase Intention Tiket Bioskop Di Aplikasi Tix Id. Journal of Management and Innovation Entrepreunership (JMIE), 1, 4.
- Fajriah, N., & Sarma, M. (2025). Analisis Repurchase Intention Produk Skincare Lokal melalui Live Commerce TikTok dengan Customer Satisfaction sebagai Variabel Intervening. Jurnal Manajemen Dan Organisasi, 16(1), 78–95. https://doi.org/10.29244/jmo.v16i1.62596
- Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). MULTIVARIATE DATA ANALYSIS EIGHTH EDITION. www.cengage.com/highered
- Hansel, B. (2021). Pengaruh Perceived Enjoyment terhadap Repurchase Intention melalui Shopping Orientation untuk Seller yang membuka Lapak pada aplikasi Tokopedia di Surabaya (Vol. 9, Issue 2).
- Indriyani & Herlina. (2021). Makna Interaksi Host Dengan Penonton Saat Live Streaming Di Aplikasi Uplive. In Jurnal Profesional Fis Unived (Vol. 8, Issue 2).
- Joo, Y. J., Park, S., & Shin, E. K. (2017). Students’ expectation, satisfaction, and continuance intention to use digital textbooks. Computers in Human Behavior, 69, 83–90. https://doi.org/10.1016/j.chb.2016.12.025
- Julfah Faridotun Sahra. (2025). Pengaruh Electronic Word Of Mouthdan Siaran Langsung Terhadap Keputusan Pembeliandan Berdampak Pada Pembelianulang Produk Skintific Di Shopee. https://doi.org/https://doi.org/10.8734/musytari.v15i7.11473
- Jurnal, H., Ratnasari, E., & Dwujayanti, R. (2022). Pengaruh Gamification Dan Perceived Enjoyment Terhadap Repurchase Intention Pada Pengguna Aplikasi Mobile Shopee Mahasiswa Feb Unesa. 1(2).
- Kim, M. J., Chung, N., & Lee, C. K. (2011). The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea. Tourism Management, 32(2), 256–265. https://doi.org/10.1016/j.tourman.2010.01.011
- Lemon, K. N., & Verhoef, P. C. (2016). Understanding Customer Experience throughout the Customer Journey 1. 1–70.
- Moon, J.-W., & Kim, Y.-G. (2001). Extending the TAM for a World-Wide-Web context. http://www.cc.gatech.edu/gvu/user_surveys/papers/
- Ni, P. P., Julia, P. A., & Made, W. I. (2021). The role of customer satisfaction in mediating the effect of perceived ease of use and perceived enjoyment on repurchase intention on shopee customers in denpasar city. Eurasia: Economics & Business, 11(53). https://doi.org/10.18551/econeurasia.2021-11
- Nobar, H. B. K., & Rostamzadeh, R. (2018). The impact of customer satisfaction, customer experience and customer loyalty on brand power: Empirical evidence from hotel industry. Journal of Business Economics and Management, 19(2), 417–430. https://doi.org/10.3846/jbem.2018.5678
- Oliver, R. L. (2014). A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions. Journal of Consumer Research.
- Puspitasari, I., & Briliana, V. (2017). Pengaruh Perceived Ease of Use, Perceived Usefulness, Trust dan Perceived Enjoyment terhadap Repurchase Intention (Studi kasus pada website Zalora Indonesia) (Vol. 19, Issue 2). http://jurnaltsm.id/index.php/JBA
- Rahi, R. (2021). The Influence of Service Quality and Customer Expectations on Customer Satisfaction: Evidence from the E-Commerce Sector. Sustainability.
- Salsabila, A., & Widarmanti, T. (2023). Pengaruh Customer Expectation, Perceived Enjoyment, Perceived Ease Of Use Dan Satisfaction Terhadap Online Repurchase Intention Produk Secondhand Di Tiktok. 7(2), 2023.
- Sari, A., & A, D. A. S. (2020). The mediation relationship of customer satisfaction between service quality and repurchase intention on e-commerce in Indonesia. 13(1), 137–150.
- Shukla, A. (n.d.). Expectation Confirmation Theory Expectation Confirmation Theory explains how individuals’ post-purchase satisfaction and repurchase intentions depend on the pre-purchase expectations and subsequent experiences with products or services. https://open.ncl.ac.uk
- Tara Marchelin. (2024). Di balik paradoks TikTok Indonesia: Jumlah pengguna terbesar, penetrasi global terbatas. Campaignindonesia.Id. https://www.campaignindonesia.id/article/di-balik-paradoks-tiktok-indonesia-jumlah-pengguna-terbesar-penetrasi-global-terbatas/1903192
References
Anifa, N., & Sanaji, S. (2022). Augmented Reality Users: The Effect of Perceived Ease of Use, Perceived Usefulness, and Customer Experience on Repurchase Intention. Journal of Business and Management Review, 3(3), 252–274. https://doi.org/10.47153/jbmr33.3462022
Anisa Prasetya Putri Kartini. (2023). Mengenal TikTok, Aplikasi Media Sosial yang Populer di Dunia. Tempo.Co. https://www.tempo.co/ekonomi/mengenal-tiktok-aplikasi-media-sosial-yang-populer-di-dunia-117339
Ashfaq, M., Yun, J., Waheed, A., Khan, M. S., & Farrukh, M. (2019). Customers’ Expectation, Satisfaction, and Repurchase Intention of Used Products Online: Empirical Evidence From China. SAGE Open, 9(2). https://doi.org/10.1177/2158244019846212
Awan, U. . B. O. T. . & K. M. J. (2021). The Impact of Perceived Enjoyment on Customer Satisfaction and Loyalty in E-Commerce: A Study of Pakistan. Sustainability.
Ayu, M., Oktarini, S., & Wardana, I. M. (n.d.). Maret 2018 Made Ayu Swari Oktarini; I Made Wardana. In INOBIS: Jurnal Inovasi Bisnis dan Manajemen Indonesia (Vol. 1, Issue 2).
Bhattacherjee, A. (2001). Bhattacherjee/lnformation Systems Continuance MIS Qarterjy UNDERSTANDING INFORMATION SYSTEMS CONTINUANCE: AN EXPECTATION-CONFIRMATION MODEL1 Motivation for the Study (Vol. 25, Issue 3).
Cem Bölen, M., & Özen, Ü. (2020). Understanding the factors affecting consumers’ continuance intention in mobile shopping: the case of private shopping clubs. In Int. J. Mobile Communications (Vol. 18, Issue 1).
Dewi Wijiastuti, R., Frisayanti, F., Waly, N. A., Hasan, J. A., & Sorong, U. M. (2024). Pengaruh Ease Of Use Dan Perceived Enjoyment Terhadap Repurchase Intention Tiket Bioskop Di Aplikasi Tix Id. Journal of Management and Innovation Entrepreunership (JMIE), 1, 4.
Fajriah, N., & Sarma, M. (2025). Analisis Repurchase Intention Produk Skincare Lokal melalui Live Commerce TikTok dengan Customer Satisfaction sebagai Variabel Intervening. Jurnal Manajemen Dan Organisasi, 16(1), 78–95. https://doi.org/10.29244/jmo.v16i1.62596
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). MULTIVARIATE DATA ANALYSIS EIGHTH EDITION. www.cengage.com/highered
Hansel, B. (2021). Pengaruh Perceived Enjoyment terhadap Repurchase Intention melalui Shopping Orientation untuk Seller yang membuka Lapak pada aplikasi Tokopedia di Surabaya (Vol. 9, Issue 2).
Indriyani & Herlina. (2021). Makna Interaksi Host Dengan Penonton Saat Live Streaming Di Aplikasi Uplive. In Jurnal Profesional Fis Unived (Vol. 8, Issue 2).
Joo, Y. J., Park, S., & Shin, E. K. (2017). Students’ expectation, satisfaction, and continuance intention to use digital textbooks. Computers in Human Behavior, 69, 83–90. https://doi.org/10.1016/j.chb.2016.12.025
Julfah Faridotun Sahra. (2025). Pengaruh Electronic Word Of Mouthdan Siaran Langsung Terhadap Keputusan Pembeliandan Berdampak Pada Pembelianulang Produk Skintific Di Shopee. https://doi.org/https://doi.org/10.8734/musytari.v15i7.11473
Jurnal, H., Ratnasari, E., & Dwujayanti, R. (2022). Pengaruh Gamification Dan Perceived Enjoyment Terhadap Repurchase Intention Pada Pengguna Aplikasi Mobile Shopee Mahasiswa Feb Unesa. 1(2).
Kim, M. J., Chung, N., & Lee, C. K. (2011). The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea. Tourism Management, 32(2), 256–265. https://doi.org/10.1016/j.tourman.2010.01.011
Lemon, K. N., & Verhoef, P. C. (2016). Understanding Customer Experience throughout the Customer Journey 1. 1–70.
Moon, J.-W., & Kim, Y.-G. (2001). Extending the TAM for a World-Wide-Web context. http://www.cc.gatech.edu/gvu/user_surveys/papers/
Ni, P. P., Julia, P. A., & Made, W. I. (2021). The role of customer satisfaction in mediating the effect of perceived ease of use and perceived enjoyment on repurchase intention on shopee customers in denpasar city. Eurasia: Economics & Business, 11(53). https://doi.org/10.18551/econeurasia.2021-11
Nobar, H. B. K., & Rostamzadeh, R. (2018). The impact of customer satisfaction, customer experience and customer loyalty on brand power: Empirical evidence from hotel industry. Journal of Business Economics and Management, 19(2), 417–430. https://doi.org/10.3846/jbem.2018.5678
Oliver, R. L. (2014). A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions. Journal of Consumer Research.
Puspitasari, I., & Briliana, V. (2017). Pengaruh Perceived Ease of Use, Perceived Usefulness, Trust dan Perceived Enjoyment terhadap Repurchase Intention (Studi kasus pada website Zalora Indonesia) (Vol. 19, Issue 2). http://jurnaltsm.id/index.php/JBA
Rahi, R. (2021). The Influence of Service Quality and Customer Expectations on Customer Satisfaction: Evidence from the E-Commerce Sector. Sustainability.
Salsabila, A., & Widarmanti, T. (2023). Pengaruh Customer Expectation, Perceived Enjoyment, Perceived Ease Of Use Dan Satisfaction Terhadap Online Repurchase Intention Produk Secondhand Di Tiktok. 7(2), 2023.
Sari, A., & A, D. A. S. (2020). The mediation relationship of customer satisfaction between service quality and repurchase intention on e-commerce in Indonesia. 13(1), 137–150.
Shukla, A. (n.d.). Expectation Confirmation Theory Expectation Confirmation Theory explains how individuals’ post-purchase satisfaction and repurchase intentions depend on the pre-purchase expectations and subsequent experiences with products or services. https://open.ncl.ac.uk
Tara Marchelin. (2024). Di balik paradoks TikTok Indonesia: Jumlah pengguna terbesar, penetrasi global terbatas. Campaignindonesia.Id. https://www.campaignindonesia.id/article/di-balik-paradoks-tiktok-indonesia-jumlah-pengguna-terbesar-penetrasi-global-terbatas/1903192