References
Abd-Elrahman, A.-E. H. (2022). Telecommunications service quality, customer satisfaction and customer loyalty in pandemic times. Management Research Review, 46(8), 1112–1131. https://doi.org/10.1108/MRR-08-2021-0595
Al-Hujri, A., Al-Hakimi, M. A., Alshageri, S., Keshavrao, B. V., & Al Koliby, I. S. (2025). The impact of social media marketing activities on brand loyalty and awareness: The mediating role of customer satisfaction in Yemen’s telecom industry. Cogent Business & Management, 12(1), Article 2509793. https://doi.org/10.1080/23311975.2025.2509793
Chen, S.-C., & Lin, C.-P. (2019). Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction. Technological Forecasting and Social Change, 140, 22–32. https://doi.org/10.1016/j.techfore.2018.11.025
Fetais, A. H., Algharabat, R. S., Aljafari, A., & Rana, N. P. (2023). Do social media marketing activities improve brand loyalty? An empirical study on luxury fashion brands. Information Systems Frontiers, 25(2), 795–817. https://doi.org/10.1007/s10796-022-10264-7
Franke, G. R., & Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: A comparison of four procedures. Internet Research, 29(3), 430–447. https://doi.org/10.1108/INTR-12-2017-0515
Gül, İ., Helvacıoğlu, E. T., & Saraçlı, S. (2023). Service quality, outpatient satisfaction and loyalty in community pharmacies in Turkey: A structural equation modeling approach. Exploratory Research in Clinical and Social Pharmacy, 12, Article 100361. https://doi.org/10.1016/j.rcsop.2023.100361
Hair, J. F., Howard, M. C., & Nitzl, C. (2020). Assessing measurement model quality in PLS-SEM using confirmatory composite analysis. Journal of Business Research, 109, 101–110. https://doi.org/10.1016/j.jbusres.2019.11.069
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Ibrahim, B. (2022). Social media marketing activities and brand loyalty: A meta-analysis examination. Journal of Promotion Management, 28(1), 60–90. https://doi.org/10.1080/10496491.2021.1955080
Kasiri, L. A., Cheng, K. T. G., Sambasivan, M., & Sidin, S. M. (2017). Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty. Journal of Retailing and Consumer Services, 35, 91–97. https://doi.org/10.1016/j.jretconser.2016.11.007
Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227–261. https://doi.org/10.1111/isj.12131
Lienata, A., & Berlianto, M. P. (2023). The effect of service quality and clinic image on satisfaction to mediate revisit intention and loyalty in beauty clinic industry. Daengku: Journal of Humanities and Social Sciences Innovation, 3(4), 551–563. https://doi.org/10.35877/454RI.daengku1735
Majeed, M., Asare, C., Fatawu, A., & Abubakari, A. (2022). An analysis of the effects of customer satisfaction and engagement on social media on repurchase intention in the hospitality industry. Cogent Business & Management, 9(1), Article 2028331. https://doi.org/10.1080/23311975.2022.2028331
Malki, D., Bellahcene, M., Latreche, H., Terbeche, M., & Chroqui, R. (2024). How social CRM and customer satisfaction affect customer loyalty. Spanish Journal of Marketing–ESIC, 28(4), 465–480. https://doi.org/10.1108/SJME-09-2022-0202
Meesala, A., & Paul, J. (2018). Service quality, consumer satisfaction and loyalty in hospitals: Thinking for the future. Journal of Retailing and Consumer Services, 40, 261–269. https://doi.org/10.1016/j.jretconser.2016.10.011
Memon, M. A., Cheah, J.-H., Ramayah, T., Ting, H., & Chuah, F. (2018). Mediation analysis: Issues and recommendations. Journal of Applied Structural Equation Modeling, 2(1), i–ix. https://doi.org/10.47263/JASEM.2(1)01
Memon, M. A., Ting, H., Cheah, J.-H., Thurasamy, R., Chuah, F., & Cham, T. H. (2020). Sample size for survey research: Review and recommendations. Journal of Applied Structural Equation Modeling, 4(2), i–xx. https://doi.org/10.47263/JASEM.4(2)01
Qomariah, N., Nursaid, N., & Mu’ah, M. (2026). The role of gender as a moderator: The impact of social media marketing, service quality and brand image on patient loyalty with patient satisfaction as the mediator. Cogent Business & Management, 13(1), Article 2637261. https://doi.org/10.1080/23311975.2026.2637261
Rauf, A., Muhammad, N., Mahmood, H., & Yen, Y. Y. (2024). The influence of healthcare service quality on patients’ satisfaction in urban areas: The case of Pakistan. Heliyon, 10(18), Article e37506. https://doi.org/10.1016/j.heliyon.2024.e37506
Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J.-H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322–2347. https://doi.org/10.1108/EJM-02-2019-0189
Uzir, M. U. H., Al Halbusi, H., Thurasamy, R., Thiam Hock, R. L., Aljaberi, M. A., Hasan, N., & Hamid, M. (2021). The effects of service quality, perceived value and trust in home delivery service personnel on customer satisfaction: Evidence from a developing country. Journal of Retailing and Consumer Services, 63, Article 102721. https://doi.org/10.1016/j.jretconser.2021.102721
Zarei, A., Farjoo, H., & Bagheri Garabollagh, H. (2022). How social media marketing activities and brand equity affect the customer’s response: Does overall flow moderate it? Journal of Internet Commerce, 21(2), 160–182. https://doi.org/10.1080/15332861.2021.1955461