Marketing Communications Across Generations: Insight from Indonesia’s Online Marketplaces
DOI:
https://doi.org/10.26623/themessenger.v17i1.11832Keywords:
Utilitarian Browsing, Hedonic Browsing, e-Satisfaction, Generational Segmentation, Segment-Specific MarketingAbstract
Purpose: This study aimed to examine how hedonic and utilitarian browsing behaviors, along with electronic word-of-mouth (eWOM), influenced e-satisfaction and e-loyalty in Indonesia’s online marketplaces. It also sought to explore generational differences among Millennials, Generation X, and Baby Boomers in their online shopping behaviors.
Methods: A quantitative approach was used by distributing structured online surveys to 962 respondents who actively use online marketplaces. The collected data were analyzed using Structural Equation Modeling (SEM) with SmartPLS to test the proposed hypotheses. A multi-group analysis was conducted to compare generational responses.
Findings: The results showed that both hedonic and utilitarian browsing significantly influenced e-satisfaction across all generations. However, their effects on e-loyalty and eWOM varied by age group. Millennials and Generation X exhibited stronger and more significant relationships between browsing behavior, e-satisfaction, and e-loyalty compared to Baby Boomers. eWOM and e-satisfaction were also found to play mediating roles in enhancing e-loyalty.
Originality: This study addresses a research gap by examining browsing behavior and eWOM across generations, which have rarely been analyzed together in prior studies. Previous research often focused on single generational cohorts or lacked theoretical integration. By combining TAM, EDM, and SIT, this study offers a more comprehensive framework. A multi-group SEM analysis compares Millennials, Gen X, and Baby Boomers. It reveals unique behavioral patterns that influence satisfaction and loyalty. The findings support the need for segment-specific marketing strategies in Indonesia’s online marketplace.
References
Akdim, K., Casaló, L. V, & Flavián, C. (2022). The Role of Utilitarian and Hedonic Aspects in the Continuance Intention to Use Social Mobile Apps. Journal of Retailing and Consumer Services, 66, 102888. https://doi.org/10.1016/j.jretconser.2021.102888
Amarullah, D., Handriana, T., & Maharudin, A. (2022). EWOM Credibility, Trust, Perceived Risk, and Purchase Intention in The Context Of e-Commerce: Moderating Role of Online Shopping Experience. Jurnal Ekonomi Bisnis Dan Kewirausahaan (JEBIK), 11(1), 61–83. https://jurnal.untan.ac.id/index.php/JJ/article/view/50594/0
Ashiq, R., & Hussain, A. (2024). Exploring the effects of e-service quality and e-trust on consumers’ e-satisfaction and e-loyalty: insights from online shoppers in Pakistan. Journal of Electronic Business & Digital Economics, 3(2), 117–141. https://doi.org/10.1108/JEBDE-09-2023-0019
Azhar, M., Ali, R., Hamid, S., Akhtar, M. J., & Rahman, M. N. (2022). Demystifying the effect of social media eWOM on revisit intention post-COVID-19: an extension of theory of planned behavior. Future Business Journal, 8(1), 49. https://doi.org/10.1186/s43093-022-00161-5
Barta, S., Belanche, D., Fernández, A., & Flavián, M. (2023). Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience. Journal of Retailing and Consumer Services, 70, 103149. https://doi.org/10.1016/j.jretconser.2022.103149
Cahyani, V. W. (2024). Best Engaging Digital Content for Indonesian Millennials and Gen Z. Whello Indonesia. https://whello.id/tips-digital-marketing/digital-content/?srsltid=AfmBOooWWgG8oBnoXmpceHFrYp7qyZvHTl7Xm2XK9isTJorC2d33zmXf
Childers, T. L., Carr, C. L., Peck, J., & Carson, S. (2001). Hedonic and utilitarian motivations for online retail shopping behavior. Journal of Retailing, 77(4), 511–535. https://doi.org/10.1016/S0022-4359(01)00056-2
De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: the impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
Dwiputra, R. C., Handayani, P. W., Snnarso, F. P., & Hilman, M. H. (2021). The influence of electronic word-of-mouth information quality dimensions on consumer product purchase in online marketplace. 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), 1–6. https://doi.org/10.1109/ICACSIS53237.2021.9631356
Dwivedi, R. K., Lohmor Choudhary, S., Dixit, R. S., Sahiba, Z., & Naik, S. (2024). The Customer Loyalty vs. Customer Retention: The Impact of Customer Relationship Management on Customer Satisfaction. Web Intelligence, 22(3), 425–442. https://doi.org/10.3233/WEB-230098
Gefen, Karahanna, & Straub. (2003). Trust and TAM in Online Shopping: An Integrated Model. MIS Quarterly, 27(1), 51. https://doi.org/10.2307/30036519
Giao, H. N. K., Vuong, B. N., & Quan, T. N. (2020). The influence of website quality on consumer’s e-loyalty through the mediating role of e-trust and e-satisfaction: An evidence from online shopping in Vietnam. Uncertain Supply Chain Management, 351–370. https://doi.org/10.5267/j.uscm.2019.11.004
Hill, E. (2023). Effective Marketing Strategies for Baby Boomers, Gen X, Millennials, and Gen Z. Properous Internet Marketing Inc. https://prosperousim.com/Articles/effective-marketing-strategies-for-baby-boomers-gen-x-millennials-and-gen-z/
Indrawati, I., Ramantoko, G., Widarmanti, T., Aziz, I. A., & Khan, F. U. (2022). Utilitarian, hedonic, and self-esteem motives in online shopping. Spanish Journal of Marketing - ESIC, 26(2), 231–246. https://doi.org/10.1108/SJME-06-2021-0113
Ismagilova, E., Dwivedi, Y. K., Slade, E., & Williams, M. D. (2017). Electronic Word of Mouth (eWOM) in the Marketing Context A State of the Art. Springer. https://doi.org/10.1007/978-3-319-52459-7
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business Research, 65(10), 1480–1486. https://doi.org/10.1016/j.jbusres.2011.10.014
Kim, H. (2021). Use of mobile grocery shopping application: motivation and decision-making process among South Korean consumers. Journal of Theoretical and Applied Electronic Commerce Research, 16(7), 2672–2693. https://doi.org/10.3390/jtaer16070147
Kolesova, S., & Singh, R. (2019). One Vs. Many: who wins? An empirical investigation of online product display. The International Review of Retail, Distribution and Consumer Research, 29(3), 285–305. https://doi.org/10.1080/09593969.2019.1598465
Kumar, S., Rajaguru, R., & Yang, L. (2024). Investigating how brand image and attitude mediate consumer susceptibility to eWOM and purchase intention: Comparing enterprise-owned vs. third-party online review websites using multigroup analysis. Journal of Retailing and Consumer Services, 81, 104051. https://doi.org/10.1016/j.jretconser.2024.104051
Lamis, S. F., Handayani, P. W., & Fitriani, W. R. (2022). Impulse buying during flash sales in the online marketplace. Cogent Business & Management, 9(1). https://doi.org/10.1080/23311975.2022.2068402
Le, M. T. H., Thi Thao, V. N., Le Huynh Huu, A., Nguyen Tuan, H., Nguyen Ngoc Thanh, N., & Thi Hong, V. N. (2024). Establish trust with electronic word-of-mouth to improve brand equity. Sage Open, 14(4). https://doi.org/10.1177/21582440241292815
Levesque, N., & Pons, F. (2023). Influencer engagement on social media: A conceptual model, the development and validation of a measurement scale. Journal of Theoretical and Applied Electronic Commerce Research, 18(4), 1741–1763. https://doi.org/10.3390/jtaer18040088
Liu, Y., Kou, Y., Guan, Z., Hu, J., & Pu, B. (2020). Exploring hotel brand attachment: The mediating role of sentimental value. Journal of Retailing and Consumer Services, 55, 102143. https://doi.org/10.1016/j.jretconser.2020.102143
Mensah, K., & Amenuvor, F. E. (2022). The influence of marketing communications strategy on consumer purchasing behaviour in the financial services industry in an emerging economy. Journal of Financial Services Marketing, 27(3), 190–205. https://doi.org/10.1057/s41264-021-00121-0
Morey, K. A., Aguilar, A. C., & Andía, M. M. (2023). Beyond Online Sales: From Service Quality to e-Loyalty and Word of Mouth. Contaduría y Administración, 68(4), 317–344. https://doi.org/10.22201/fca.24488410e.2023.4712
Murdiana, R., Abdinagoro, S. B., Setiawati, S., Lubis, A. L. P., & Rosalina, R. (2024). Online shopping culture and internet generation consumer behavior in Indonesia. International Student Conference on Business, Education, Economics, Accounting, and Management (ISC-BEAM), 1(1), 576–586. https://doi.org/10.21009/ISC-BEAM.011.40
Nayak, S., Suhan, M., Nayak, R., Spulbar, C., Birau, R., & Gull, S. M. (2022). Antecedents to purchase intention in virtual market space in India: an empirical investigation. Cogent Business & Management, 9(1). https://doi.org/10.1080/23311975.2021.2003502
Ngo, T. T. A., Vuong, B. L., Le, M. D., Nguyen, T. T., Tran, M. M., & Nguyen, Q. K. (2024). The impact of eWOM information in social media on the online purchase intention of Generation Z. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2316933
Nguyen, H. V., Tran, H. X., Van Huy, L., Nguyen, X. N., Do, M. T., & Nguyen, N. (2020). Online book shopping in Vietnam: the impact of the COVID-19 pandemic situation. Publishing Research Quarterly, 36(3), 437–445. https://doi.org/10.1007/s12109-020-09732-2
Novak, T. P., Hoffman, D. L., & Yung, Y.-F. (2000). Measuring the Customer Experience in Online Environments: A Structural Modeling Approach. Marketing Science, 19(1), 22–42. https://doi.org/10.1287/mksc.19.1.22.15184
Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63(4_suppl1), 33–44. https://doi.org/10.1177/00222429990634s105
Panigoro, E., Harwani, Y., Permana, D., Imaningsih, E. S., & Mahadewi, E. P. (2023). The Impact of Digital Communication on Online Purchasing Behavior among Indonesian Millennials: A Case Study of Tokopedia. Jurnal Komunikasi Indonesia, 12(2). https://doi.org/10.7454/jkmi.v12i2.1210
Pasaribu, F., Sari, W. P., Bulan, T. R. N., & Astuty, W. (2022). The effect of e-commerce service quality on customer satisfaction, trust and loyalty. International Journal of Data and Network Science, 6(4), 1077–1084. https://doi.org/10.5267/j.ijdns.2022.8.001
Peltier, J. W., Dahl, A. J., & Schibrowsky, J. A. (2024). Artificial intelligence in interactive marketing: a conceptual framework and research agenda. Journal of Research in Interactive Marketing, 18(1), 54–90. https://doi.org/10.1108/JRIM-01-2023-0030
Rachbini, W., Anggraeni, D., & Wulanjani, H. (2021). The Influence of Electronic Service Quality and Electronic Word of Mouth (eWOM) toward Repurchase Intention (Study on E-Commerce in Indonesia). Jurnal Komunikasi: Malaysian Journal of Communication, 37(1), 42–58. https://doi.org/10.17576/JKMJC-2021-3701-03
Rachbini, W., Y. Soeharso, S., Wulandjani, H., Anwar Fathoni, M., & Rahmawati, E. (2024). From Boomers to Millennials: unraveling the complexities of online shopping behavior in Indonesia. Innovative Marketing, 20(3), 144–157. https://doi.org/10.21511/im.20(3).2024.12
Rachmad, Y. E. (2022). Social Media Marketing Mediated Changes in Consumer Behavior from E-Commerce to S-Commerce at Tokopedia, Lazada, Shopee, Blibli Com, and Bukalapak. The Department Of General Management. https://doi.org/10.17605/OSF.IO/TFH7G
Rita, P., Oliveira, T., & Farisa, A. (2019). The Impact of e-Service Quality and Customer Satisfaction on Customer Behavior in Online Shopping. Heliyon, 5. https://doi.org/10.1016/j.heliyon.2019.e02690
Rodríguez-Ardura, I., Meseguer-Artola, A., Herzallah, D., & Fu, Q. (2025). Pumping up customer value with convenience and personalisation strategies in e-retailing: an analysis of the engagement connection. Journal of Research in Interactive Marketing, 19(1), 35–58. https://doi.org/10.1108/JRIM-03-2023-0083
Sachdev, H., & Sauber, M. H. (2023). Employee–customer identification: effect on Chinese online shopping experience, trust, and loyalty. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2275369
Sardar, A., Manzoor, A., Shaikh, K. A., & Ali, L. (2021). An empirical examination of the impact of eWom information on young consumers’ online purchase intention: mediating role of eWom information adoption. Sage Open, 11(4). https://doi.org/10.1177/21582440211052547
Shen, M., Yu, L., Xu, J., Sang, Z., Li, R., & Yuan, X. (2024). Shaping the future of urban mobility: Insights into autonomous vehicle acceptance in Shanghai rhrough TAM and perceived risk analysis. ArXiv.Org. https://doi.org/10.48550/arXiv.2405.05578
Simamora, V., & Islami, P. (2023). Millennial and Generation Z Online Purchasing Decisions on Indonesian Marketplace. Journal Research of Social Science, Economics, and Management, 2(8). https://doi.org/10.59141/jrssem.v2i08.380
Sridhar, K., Kumar, A., & Bezawada, R. (2022). Investigating cross-media effects in a multichannel marketing environment: the role of email, catalog, television, and radio. Marketing Letters, 33(2), 189–201. https://doi.org/10.1007/s11002-021-09592-6
Suthianto, C. F. Y., & Syah, T. Y. R. (2023). The Impact of Brand Equity, E-Brand Experience, and Web Entertainment Toward E-Satisfaction and E-Loyalty on Marketplace. International Journal of Electronic Commerce Studies, 14(1), 95–118. https://doi.org/10.7903/ijecs.2158
Suyanto, S., Rachbini, W., Wulandjani, H., Grashinta, A., & Rahmawati, E. (2024). Indonesian E-Commerce: Examining E-CRM, Browsing, Satisfaction and Loyalty. International Review of Management and Marketing, 14(6), 37–45. https://doi.org/10.32479/irmm.17118
Szymanski, D. M., & Hise, R. T. (2000). E-Satisfaction: An Initial Examination. Journal of Retailing, 76(3), 309–322. https://doi.org/10.1016/S0022-4359(00)00035-X
Tyrväinen, O., Karjaluoto, H., & Saarijärvi, H. (2020). Personalization and hedonic motivation in creating customer experiences and loyalty in omnichannel retail. Journal of Retailing and Consumer Services, 57, 102233. https://doi.org/10.1016/j.jretconser.2020.102233
Wang, C., Ahmad, S. F., Ayassrah, A. Y. A. B. A., Awwad, E. M., Irshad, M., Ali, Y. A., Al-Razgan, M., Khan, Y., & Han, H. (2023). An empirical evaluation of technology acceptance model for Artificial Intelligence in E-commerce. Heliyon, 9(8). https://doi.org/10.1016/j.heliyon.2023.e18349
Yan, P., Chea, R., & Sopheaktra, C. (2024). Factors Contributing to High School Students’ Academic-Cognitive Engagement: Studying in Northwest Province, Cambodia. European Journal of Arts, Humanities and Social Sciences, 1(6), 180–192. https://doi.org/10.59324/ejahss.2024.1(6).19
Zein, M. R. A., Fadillah, K. L., Febriani, N., Nasrullah, R., & Khang, N. T. (2024). Social media use for climate change campaign among Indonesian millennials. PRofesi Humas, 8(2), 168. https://doi.org/10.24198/prh.v8i2.50167
Zhou, R., Wang, X., Shi, Y., Zhang, R., Zhang, L., & Guo, H. (2019). Measuring e‑Service Quality and Its Importance to Customer Satisfaction and Loyalty: An Empirical Study in a Telecom Setting. Electron Commer Res, 19, 477–499. https://doi.org/10.1007/s10660-018-9301-3
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