Factors Influencing Customer Satisfaction with Halal Cosmetics: An Online Purchasing Study of Generation Z Muslim Women
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Customer loyalty in the beauty product sector, particularly for halal cosmetics, has been underexplored despite its importance in marketing research. This study explores the determinants of customer satisfaction and loyalty towards halal cosmetics in Indonesia. Data were collected from 215 Generation Z Muslim women who have made multiple purchases from the official online store of a halal cosmetic brand through an online questionnaire. The data were further analysed by employing Structural Equation Modelling-Partial Least Square (SEM-PLS). The results showed that overall quality and perceived value significantly influence customer satisfaction, which in turn affects loyalty. However, perceived risk did not significantly impact satisfaction. It was further revealed that customer satisfaction has a significant influence on the customer loyalty to halal cosmetics. These findings highlight the need for brands to consistently deliver high-quality products and enhance perceived value to foster lasting customer relationships. Given Generation Z's potential as customers but known brand-switching tendencies, this study offers insights into their loyalty and satisfaction when purchasing halal cosmetics online. Strategic emphasis on satisfaction-building efforts can ultimately strengthen brand loyalty among Generation Z consumers in the competitive halal cosmetics market. Hence, understanding the factors that drive customer satisfaction and loyalty in online purchases is essential for halal cosmetic companies to develop effective retail strategies.
Abror, A., Patrisia, D., Engriani, Y., Idris, I., & Dastgir, S. (2022). Islamic bank trust: The roles of religiosity, perceived value and satisfaction. Asia Pacific Journal of Marketing and Logistics, 34(2), 368-384. https://doi.org/10.1108/APJML-10-2020-0715
Agrawal, D. K. (2022). Determining behavioural differences of Y and Z generational cohorts in online shopping. International Journal of Retail & Distribution Management, 50(7), 880-895. https://doi.org/10.1108/IJRDM-12-2020-0527
Akroush, M. N., & Mahadin, B. K. (2019). An intervariable approach to customer satisfaction and loyalty in the internet service market. Internet Research, 29(4), 772-798. https://doi.org/10.1108/IntR-12-2017-0514
Albari, A., & Kartikasari, A. (2019). The influence of product quality, service quality and price on customer satisfaction and loyalty. Asian Journal of Entrepreneurship and Family Business, 3(1), 49-64. https://doi.org/10.47191/ijmra/v6-i3-37
Almunawar, M. N., Fauzi, A. M., Almunawar, Z. S., & Masri, M. (2025). Modelling business ecosystem of halal industry–case halal food industry in Indonesia. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-06-2024-0221
Aoun, I., & Tournois, L. (2015). Building holistic brands: an exploratory study of Halal cosmetics. Journal of Islamic Marketing, 6(1), 109-132. https://doi.org/10.1108/JIMA-05-2014-0035
APJII. (2022). Pengguna internet di Indonesia naik dari 175 juta menjadi 220 juta. Antara Jatim. https://jatim.antaranews.com/berita/609609/pengguna-internet-di-indonesia-naik-dari-175- juta-menjadi-220-juta
Bernarto, I., Purwanto, A., & Masman, R. R. (2022). The Effect of Perceived Risk, Brand Image and Perceived Price Fairness on Customer Satisfaction. Jurnal Manajemen, 26(1), 35–50. http://dx.doi.org/10.24912/jm.v26i1.833
BPS. (2020). Hasil Sensus Penduduk 2020. https://demakkab.bps.go.id/news/2021/01/21/67/hasil-sensus-penduduk-2020.html
Chen, S., Yen, D. C., & Hwang, M. I. (2012). Factors influencing the continuance intention to the usage of Web 2.0: An empirical study. Computers in Human Behavior, 28(3), 933– 941. https://doi.org/10.1016/j.chb.2011.12.014
Cheng, B. L., Gan, C. C., Imrie, B. C., & Mansori, S. (2019). Service recovery, customer satisfaction, and customer loyalty: Evidence from Malaysia's hotel industry. International Journal of Quality and Service Sciences, 11(2), 187–203. https://doi.org/10.1108/IJQSS-09- 2017-0081
Davras, Ö., & Caber, M. (2019). Analysis of hotel services by their symmetric and asymmetric effects on overall customer satisfaction: A comparison of market segments. International Journal of Hospitality Management, 81(May 2018), 83–93. https://doi.org/10.1016/j.ijhm.2019.03.003
Devi, A. A. D. T., & Yasa, N. N. K. (2021). Role of customer satisfaction in mediating the influence of service quality and perceived value on brand loyalty. International Research Journal of Management, IT and Social Sciences, 8(3), 315–328. https://doi.org/10.21744/irjmis.v8n3.1786
Dinar Standard. (2023, December 26). State of the Global Islamic Economy Report 2023: Unlocking Opportunity. https://www.dinarstandard.com/post/state-of-the-global-islamic-economy-report-2023
Ekasari, R., Agustya, D., Yucha, N., Arif, D., Retnowati, D., Mandasari, A. A., ... & Lestari, L. P. (2019, March). Effect of price, product quality, and service quality on customer satisfaction on online product purchases. In Journal of Physics: Conference Series (Vol. 1175, No. 1, p. 012287). IOP Publishing. https://doi.org/10.1088/1742-6596/1175/1/012287
El-Adly, M. I. (2019). Modeling the relationship between hotel perceived value, customer satisfaction, and customer loyalty. Journal of Retailing and Consumer Services, 50 (July 2018), pp. 322–332. https://doi.org/10.1016/j.jretconser.2018.07.007
Fianto, B. A., Gan, C., Widiastuti, T., & Sukmana, R. (2020). Customer loyalty to Islamic banks: Evidence from Indonesia. Cogent Business & Management, 7(1), 1859849. https://doi.org/10.1080/23311975.2020.1859849
Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E. (1996). The American customer satisfaction index: nature, purpose, and findings. Journal of marketing, 60(4), 7-18. https://doi.org/10.2307/1251898
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook (p. 197). Springer Nature.
Hult, G. T. M., Sharma, P. N., Morgeson III, F. V., & Zhang, Y. (2019). Antecedents and consequences of customer satisfaction: do they differ across online and offline purchases?. Journal of retailing, 95(1), 10-23. https://doi.org/10.1016/j.jretai.2018.10.003
IBM Institute for Business Value. (2017). What do Gen Z shoppers want? https://www.ibm.com/downloads/cas/9PPL5YOX
Ilieska, K. (2013). Customer satisfaction index–as a base for strategic marketing management. TEM journal, 2(4), 327-331. https://www.temjournal.com
Islam, M. M., Ab Talib, M. S., & Muhamad, N. (2025). Halal certification of marketing mix focusing on cosmetics. Journal of Islamic Marketing, 16(5), 1371-1409. https://doi.org/10.1108/JIMA-02-2024-0094
Juliana, J., Azzahra, A.N., Rosida, R., Mahri, A.J.W., Alamsyah, I.F. and Saripudin, U. (2022a), Halal cosmetics in the eyes of millennial Muslims: factor analysis of halal labels and celebrity endorsers. Jurnal Ekonomi & Bisnis Islam, 8(2). https://doi.org/10.20473/ jebis.v8i2.40598
Jeong, Y., & Lee, Y. (2010). A study on the customer satisfaction and customer loyalty of furniture purchaser in online shop. Asian Journal on Quality, 11(2), 146-156. http://dx.doi.org/10.1108/15982681011075952
Johnson, M. S., Sivadas, E., & Garbarino, E. (2008). Customer satisfaction, perceived risk, and affective commitment: An investigation of directions of influence. Journal of Services Marketing, 22(5), 353–362. https://doi.org/10.1108/08876040810889120
Karjaluoto, H., Shaikh, A. A., Saarijärvi, H., & Saraniemi, S. (2019). How perceived value drives the use of mobile financial services apps. International Journal of Information Management, 47(September 2017), 252–261. https://doi.org/10.1016/j.ijinfomgt.2018.08.014
Khan, N., Sarwar, A., & Tan, B. C. (2021). Determinants of purchase intention of halal cosmetic products among Generation Y consumers. Journal of Islamic Marketing, 12(8), 1461-1476. https://doi.org/10.1108/JIMA- 11-2019-0248
Khasbulloh, A. H. K., & Suparna, G. (2022). Effect of perceived risk and perceived value on customer loyalty through customer satisfaction as intervening variables on bukalapak users. European Journal of Business and Management Research, 7(4), 22-28. https://doi.org/10.24018/ejbmr.2022.7.4.1472
Kim, S., Jang, S., Choi, W., Youn, C., & Lee, Y. (2022). Contactless service encounters among Millennials and Generation Z: the effects of Millennials and Gen Z characteristics on technology self-efficacy and preference for contactless service. Journal of Research in Interactive Marketing, 16(1), 82-100. https://doi.org/10.1108/JRIM-01- 2021-0020
Koswara, A., & Herlina, L. (2025). Global trends in the halal beauty and skincare industry: A search engine-based market analysis. International Journal of Halal Industry, 1(1), 84-99. https://doi.org/10.20885/IJHI.vol1.iss1.art6
Kusumawati, A., & Rahayu, K. (2020). The effect of experience quality on customer perceived value and customer satisfaction and its impact on customer loyalty. Human Systems Management, 39(2), 219-232. https://doi.org/10.1108/TQM-05-2019-0150
Mandili, I., Zarkasih, A., Munthe, R. S., & Wahyuni, E. (2022). Effect of Product Quality, Customer Satisfaction, Trust, and Brand Image on Repurchase Intention. Case Study: Halal cosmetic Products. Budapest International Research and Critics Institute-Journal, 5(2), 10802–10809. https://doi.org/10.33258/birci.v5i2.4895
Mohezar, S., Zailani, S., & Zainuddin, Z. (2016). Halal cosmetics adoption among young Muslim consumers in Malaysia: Religiosity concern. Global Journal Al-Thaqafah, 6(1), 47-59. http://dx.doi.org/10.7187/GJAT10220160601
Mustikawati, R., Arafah, W., & Mariyanti, T. (2022). The Effect Of Religiosity, Muslim Customer Perceived Value On Loyalty And Customer Satisfaction In Halal Tourism In Indonesia. International Journal of Islamic Business, 7(2), 52-64. https://doi.org/10.32890/ijib2022.7.2.4
Naini, N. F., Santoso, S., Andriani, T. S., Claudia, U. G., & Nurfadillah, N. (2022). The effect of product quality, service quality, customer satisfaction on customer loyalty. Journal of consumer sciences, 7(1), 34-50. https://doi.org/10.29244/jcs.7.1.34-50
Nandhakumar, R. (2019, February). A Study on the Learning Pattern of Generation-Z (Gen-Z) & their Perception on Curriculum, Course Deliverance and Infrastructure. International Journal of Management and Social Sciences, 9(Special issue, February), 625-634.
Nurhayati-Wolff, H. (2022). A number of online shoppers in Indonesia in 2017 and 2022. Statista. https://www.statista.com/statistics/971411/indonesia-number-online-shoppers/
Octaviani, E. S., & Gunawan, H. (2018). Perceived risk on consumer online shopping behaviour. Journal of Applied Accounting and Taxation, 3(2), 203-209. https://doi.org/10.30871/jaat.v3i2.876
Othman, B. A., Harun, A., Rashid, W. N., Nazeer, S., Kassim, A., & Kadhim, K. G. (2019). The influences of service marketing mix on customer loyalty towards Umrah travel agents: Evidence from Malaysia. Management Science Letters, 9(6), 865-876. https://doi.org/10.5267/j.msl.2019.3.002
Rokhman, W., & Abduh, M. (2020). Antecedents of SMEs’ satisfaction and loyalty towards Islamic microfinance: Evidence from Central Java, Indonesia. Journal of Islamic Marketing, 11(6), 1327-1338. https://doi.org/10.1108/JIMA-05-2018-0090
Schlossberg, M. (2016). Teen Generation Z is being called "millennials on steroids," which could terrify retailers. Business Insider. https://www.businessinsider.in/teen-generation-z-is-being-called-millennials-on-steroids-and-that-could-be-terrifying-for-retailers/articleshow/53565466.cms
Sugibayashi, K., Yusuf, E., Todo, H., Dahlizar, S., Sakdiset, P., Arce, F. J., & See, G. L. (2019). Halal cosmetics: A review on ingredients, production, and testing methods. Cosmetics, 6(3), 1–17. https://doi.org/10.3390/cosmetics6030037
Suhartanto, D., Dean, D., Sarah, I. S., Hapsari, R., & Suhaeni, F. A. A. and T. (2020). Does religiosity matter for customer loyalty? Evidence from halal cosmetics. Journal of Islamic Marketing, 12(8), 1521–1534. https://doi.org/10.1108/JIMA-03-2020-0069
Sudirjo, F., Lotte, L. N. A., Sutaguna, I. N. T., Risdwiyanto, A., & Yusuf, M. (2023). The Influence of Generation Z Consumer Behavior on Purchase Motivation in E-Commerce Shoppe. Profit: Jurnal Manajemen, Bisnis dan Akuntansi, 2(2), 110-126. https://doi.org/10.58192/profit.v2i2.735
Suroso, J., & Wahjudi, J. (2021). Analysis of factors affecting satisfaction and loyalty of digital loan customer at pt bank xyz. Journal of Theoretical and Applied Information Technology, 99(11), 2617-2631. 99(11). https://www.jatit.org/volumes/Vol99No11/10Vol99No11.pdf
Syarifah, A., & Ali, M. M. (2020). Influence Analysis of Product Quality and Brand Trust against Customer Satisfaction and Impact on Customer Loyalty Halal cosmetic Brand Cosmetics in Jabotabek. International Journal of Innovative Science and Research Technology, 5(4), 8. https://ijisrt.com/assets/upload/files/IJISRT20APR563.pdf
Toufaily, E., Ricard, L., & Perrien, J. (2013). Customer loyalty to a commercial website: Descriptive meta-analysis of the empirical literature and proposal of an integrative model. Journal of Business Research, 66(9), 1436–1447. https://doi.org/10.1016/j.jbusres.2012.05.011
Utami, N. N., & Genoveva, G. (2020). The influence of brand image, halal label, and halal awareness on customers purchasing decision of halal cosmetic. Jurnal Muara Ilmu Ekonomi dan Bisnis, 4(2), 355-365. https://doi.org/10.24912/jmieb.v4i2.8381

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