Social Media Marketing and Actual Purchase Behavior Among Gen Z: The Mediating Role of Consumer Engagement and Purchase Intention with High Involvement Product Moderation

Authors

  • Budi Astuti Universitas Islam Indonesia, Yogyakarta, Indonesia
  • Andriyastuti Suratman Universitas Islam Indonesia, Yogyakarta, Indonesia
  • Rinaldi Universitas Cokroaminoto Yogyakarta, Yogyakarta, Indonesia

Keywords:

SMM; Consumer Engagement; Purchase Intention; Actual Purchase; High Involvement Product.

Abstract

This research examines the process through which social media marketing drives Indonesian Gen Z consumers, leading them from initial engagement to purchase intention and finally to actual behavior, while also assessing how high involvement products alter this process. The study applied a quantitative method, using Structural Equation Modeling (SEM) implemented in AMOS 24 for data analysis, to analyze data collected from 350 online purchasers. This study integrates the Theory of Planned Behavior (TPB) and a Modified TPB to examine the influence of digital interactions on the purchasing behavior of Generation Z. The findings indicate that social media marketing exerts a significant influence on both consumer engagement and purchase intention. Furthermore, consumer engagement serves as a mediating variable in this relationship. Purchase intention, in turn, is established as a direct antecedent of actual. This study expands TPB by adding social media marketing and consumer engagement as key behavioral predictors, providing a new moderated mediation framework to explain Gen Z’s online purchasing decisions. The study is limited by its focus on Gen Z in Indonesia, affecting the generalizability to other regions. Its cross-sectional design also prevents capturing behavioral changes over time. Future research could explore cultural factors and adopt a longitudinal approach. This research extends TPB by incorporating social media marketing and consumer engagement as key drivers of purchase intention and behavior, with high-involvement products acting as a moderator. These findings offer valuable strategic implications for marketers, providing a framework for refining social media strategies to effectively target Generation Z and shape their purchase decisions.

References

Ajzen, I. (2020), “The theory of planned behavior: Frequently asked questions”, Human Behavior and Emerging Technologies, Vol. 2 No. 4, pp. 314–324, doi: 10.1002/hbe2.195.

AlGhanboosi, B., Ali, S. and Tarhini, A. (2023), “Examining the effect of regulatory factors on avoiding online blackmail threats on social media: A structural equation modeling approach”, Computers in Human Behavior, Elsevier, Vol. 144, p. 107702.

Asgari, O., Weise, A., Dubard Barbosa, S. and Martinez, L.F. (2022), “The Effect of Electronic Word-of-Mouth (eWOM) on Consumer Ratings in the Digital Era”, Digital Marketing & ECommerce Conference, Springer, pp. 267–273.

Astatke, M., Weng, C. and Chen, S. (2023), “A literature review of the effects of social networking sites on secondary school students’ academic achievement”, Interactive Learning Environments, Vol. 31 No. 4, pp. 2153–2169, doi: 10.1080/10494820.2021.1875002.

Azucar, D., Marengo, D. and Settanni, M. (2018), “Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis”, Personality and Individual Differences, Elsevier, Vol. 124 No. September 2017, pp. 150–159, doi: 10.1016/j.paid.2017.12.018.

Bhutto, M.Y., Rūtelionė, A. and Vienažindienė, M. (2024), “Investigating EWOM and halal product knowledge on gen Z’s halal cosmetics purchase intentions in Pakistan”, Journal of Islamic Marketing, Emerald Publishing Limited.

Chen, B., Wang, L., Rasool, H. and Wang, J. (2022), “Research on the impact of marketing strategy on consumers’ impulsive purchase behavior in livestreaming e-commerce”, Frontiers in Psychology, Frontiers Media SA, Vol. 13, p. 905531.

Chen, Y. and Ryu, M.H. (2024), “Chinese Consumers’ Attitudes toward and Intentions to Continue Using Skill-Sharing Service Platforms”, Behavioral Sciences, MDPI, Vol. 14 No. 9, p. 765.

Chu, S. and Chen, H. (2019), “Impact of consumers’ corporate social responsibility‐related activities in social media on brand attitude, electronic word‐of‐mouth intention, and purchase intention: A study of Chinese consumer behavior”, Journal of Consumer Behaviour, Wiley Online Library, Vol. 18 No. 6, pp. 453–462.

Du, S., Wang, L. and Hu, L. (2019), “Omnichannel management with consumer disappointment aversion”, International Journal of Production Economics, Elsevier, Vol. 215, pp. 84–101.

Fakhreddin, F. and Foroudi, P. (2022), “Instagram influencers: The role of opinion leadership in consumers’ purchase behavior”, Journal of Promotion Management, Taylor & Francis, Vol. 28 No. 6, pp. 795–825.

Farivar, S., Wang, F. and Yuan, Y. (2021), “Opinion leadership vs. para-social relationship: Key factors in influencer marketing”, Journal of Retailing and Consumer Services, Elsevier, Vol. 59, p. 102371.

Garanti, Z., Igbudu, N., Popoola, T., Vrontis, D. and Melanthiou, Y. (2022), “Building corporate reputation through social media marketing efforts: the mediating role of corporate brand credibility”, International Journal of Internet Marketing and Advertising, Inderscience Publishers (IEL), Vol. 17 No. 3–4, pp. 370–393.

Hasan, S., Qayyum, A. and Zia, M.H. (2023), “Social media marketing and brand authenticity: the role of value co-creation”, Management Research Review, Emerald Publishing Limited, Vol. 46 No. 6, pp. 870–892.

Ibrahim, B. (2022), “Social media marketing activities and brand loyalty: A meta-analysis examination”, Journal of Promotion Management, Taylor & Francis, Vol. 28 No. 1, pp. 60–90.

Islam, J.U., Rahman, Z. and Hollebeek, L.D. (2019), “The role of consumer engagement in recovering online service failures: An application of service-dominant logic”, Handbook of Research on Customer Engagement, Edward Elgar Publishing, pp. 456–469.

Jin, S.V., Muqaddam, A. and Ryu, E. (2019), “Instafamous and social media influencer marketing”, Marketing Intelligence & Planning, Emerald Publishing Limited, Vol. 37 No. 5, pp. 567–579.

Joshi, Y., Lim, W.M., Jagani, K. and Kumar, S. (2023), “Social media influencer marketing: foundations, trends, and ways forward”, Electronic Commerce Research, Springer, pp. 1–55.

Kamalanon, P., Chen, J.-S. and Le, T.-T.-Y. (2022), “‘Why Do We Buy Green Products?’ An Extended Theory of the Planned Behavior Model for Green Product Purchase Behavior”, Sustainability, Vol. 14 No. 2, p. 689, doi: 10.3390/su14020689.

KIM, Y.E. and YANG, H.C. (2020), “The effects of perceived satisfaction level of high-involvement product choice attribute of millennial generation on repurchase intention: Moderating effect of gender difference”, Journal of Asian Finance, Economics and Business, Vol. 7 No. 1, pp. 131–140.

Leckie, C., Nyadzayo, M.W. and Johnson, L.W. (2019), “Customer engagement and organizational performance: a service-dominant logic perspective”, Handbook of Research on Customer Engagement, Edward Elgar Publishing, pp. 311–328.

Li, G., Yang, L., Zhang, B., Li, X. and Chen, F. (2021), “How do environmental values impact green product purchase intention? The moderating role of green trust”, Environmental Science and Pollution Research, Vol. 28 No. 33, pp. 46020–46034, doi: 10.1007/s11356-021-13946-y.

Li, L., Wang, Z., Li, Y. and Liao, A. (2021), “Impacts of consumer innovativeness on the intention to purchase sustainable products”, Sustainable Production and Consumption, Elsevier, Vol. 27, pp. 774–786.

Li, W.W., Leung, A.C.M. and Yue, W.T. (2022), “The grey areas of Internet use: secret affairs in cyberspace and religiosity”, Internet Research, Vol. 32 No. 1, pp. 1–23, doi: 10.1108/INTR-04-2020-0218.

Li, Y., Li, X. and Cai, J. (2021), “How attachment affects user stickiness on live streaming platforms: A socio-technical approach perspective”, Journal of Retailing and Consumer Services, Elsevier, Vol. 60, p. 102478.

Liao, S.-H., Hu, D.-C., Chung, Y.-C. and Huang, A.-P. (2021), “Risk and opportunity for online purchase intention–A moderated mediation model investigation”, Telematics and Informatics, Elsevier, Vol. 62, p. 101621.

Liu, C., Dai, C., Chen, S. and Zhong, J. (2023), “How does green finance affect the innovation performance of enterprises? Evidence from China”, Environmental Science and Pollution Research, Springer, Vol. 30 No. 35, pp. 84516–84536.

Liu, J., Zhang, Y. and Kuang, J. (2023), “Fintech development and green innovation: Evidence from China”, Energy Policy, Vol. 183, p. 113827, doi: 10.1016/j.enpol.2023.113827.

Liu, M.T., Liu, Y. and Mo, Z. (2020), “Moral norm is the key”, Asia Pacific Journal of Marketing and Logistics, Vol. 32 No. 8, pp. 1823–1841, doi: 10.1108/APJML-05-2019-0285.

Mejía-Trejo, J. (2021), “COVID-19 ads on purchase intention of online consumer behavior as business innovation activity: A contribution to the uses and gratification theory”, Electronic Commerce Research and Applications, Elsevier, Vol. 49, p. 101086.

MIZAJ, A. (2023), “THE EFFECT OF SOCIAL MEDIA MARKETING AS A CATALYST FOR THE SUCCESS OF ART AND CRAFT E-BUSINESS”.

Mohamad Saleh, M.S., Mehellou, A., Huang, M. and Briandana, R. (2024), “Social media impact on sustainable intention and behaviour: a comparative study between university students in Malaysia and Indonesia”, Journal of Applied Research in Higher Education, Emerald Publishing Limited.

Moliner-Tena, M.A., Monferrer-Tirado, D. and Estrada-Guillén, M. (2019), “Customer engagement, non-transactional behaviors and experience in services: A study in the bank sector”, International Journal of Bank Marketing, Emerald Publishing Limited, Vol. 37 No. 3, pp. 730–754.

Mou, J., Zhu, W. and Benyoucef, M. (2020), “Impact of product description and involvement on purchase intention in cross-border e-commerce”, Industrial Management & Data Systems, Emerald Publishing Limited, Vol. 120 No. 3, pp. 567–586.

Musa, S.F.P.D. (2023), “Preparing the youth for the future of work through apprenticeship programme in Brunei”, Higher Education, Skills and Work-Based Learning, Emerald Publishing Limited, Vol. 13 No. 1, pp. 113–130.

Ng, P.M.L., Cheung, C.T.Y., Lit, K.K., Wan, C. and Choy, E.T.K. (2024), “Green consumption and sustainable development: The effects of perceived values and motivation types on green purchase intention”, Business Strategy and the Environment, Vol. 33 No. 2, pp. 1024–1039, doi: 10.1002/bse.3535.

Ng, S.I., Ho, J.A., Lim, X.J., Chong, K.L. and Latiff, K. (2021), “Mirror, mirror on the wall, are we ready for Gen-Z in marketplace? A study of smart retailing technology in Malaysia”, Young Consumers, Emerald Publishing Limited, Vol. 22 No. 1, pp. 68–89.

Nuryakin, Md Saad, M.S. and Maulani, M.R. (2024), “Purchase intention behavior of halal cosmetics. Comparing study between Indonesia and Malaysia millennial generation”, Journal of Islamic Accounting and Business Research, Vol. 15 No. 8, pp. 1266–1292, doi: 10.1108/JIABR-06-2021-0177.

Penz, E. and Hogg, M.K. (2022), “Consumer Decision Making in Omnichannel Environments”, The Routledge Handbook of Digital Consumption, Routledge, pp. 297–308.

Qalati, S.A., Ostic, D., Sulaiman, M.A.B.A., Gopang, A.A. and Khan, A. (2022), “Social media and SMEs’ performance in developing countries: Effects of technological-organizational-environmental factors on the adoption of social media”, Sage Open, SAGE Publications Sage CA: Los Angeles, CA, Vol. 12 No. 2, p. 21582440221094590.

Qin, C., Zeng, X., Liang, S. and Zhang, K. (2023), “Do live streaming and online consumer reviews jointly affect purchase intention?”, Sustainability, MDPI, Vol. 15 No. 8, p. 6992.

Qin, H., Osatuyi, B. and Xu, L. (2021), “How mobile augmented reality applications affect continuous use and purchase intentions: A cognition-affect-conation perspective”, Journal of Retailing and Consumer Services, Elsevier, Vol. 63, p. 102680.

Qin, L. and De-Juan-Vigaray, M.D. (2021), “Social commerce: Is interpersonal trust formation similar between USA and Spain?”, Journal of Retailing and Consumer Services, Elsevier, Vol. 62, p. 102642.

Rather, R.A. (2019), “Consequences of consumer engagement in service marketing: An empirical exploration”, Journal of Global Marketing, Taylor & Francis, Vol. 32 No. 2, pp. 116–135.

Rather, R.A. and Camilleri, M.A. (2019), “The effects of service quality and consumer-brand value congruity on hospitality brand loyalty”, Anatolia, Taylor & Francis, Vol. 30 No. 4, pp. 547–559.

Stoica, M. and Hickman, T.M. (2024), “Gen Z buying patterns: comparing the influence of professional advising and social media engagement”, Young Consumers, Emerald Publishing Limited.

Sun, Y. and Xing, J. (2022), “The Impact of Social Media Information Sharing on the Green Purchase Intention among Generation Z”, Sustainability, Vol. 14 No. 11, p. 6879, doi: 10.3390/su14116879.

Thuy, H.T.H., Khanh, L.H. and Duy, B.P.M. (2021), “The Effect of Electronic Word of Mouth (EWOM) on Consumer’s Intention to Purchase Skincare Product and Recommendation”.

Tümer, M., Aghaei, I., Öney, E. and Yahya, N.E. (2019), “The impact of traditional and social media marketing on customers’ brand trust and purchase intentions in the Turkish airline market”, Journal of Research in Emerging Markets, University of Dubai, Vol. 1 No. 4, p. 55.

Unnava, V. and Aravindakshan, A. (2021), “How does consumer engagement evolve when brands post across multiple social media?”, Journal of the Academy of Marketing Science, Vol. 49 No. 5, pp. 864–881, doi: 10.1007/s11747-021-00785-z.

Wang, B. and Li, Y. (2022a), “Consumers’ Intention to Bring a Reusable Bag for Shopping in China: Extending the Theory of Planned Behavior”, International Journal of Environmental Research and Public Health, Vol. 19 No. 6, p. 3638, doi: 10.3390/ijerph19063638.

Wang, G., Musa, R. and Kou, S. (2024), “Research on the Green Purchase Intentions and Driving Factors of Generation Z in Developing Countries”, Malaysian Journal of Consumer and Family Economics, Vol. 33 No. 1, pp. 62–92, doi: 10.60016/majcafe.v33.03.

Wang, J. and Li, A. (2022b), “The Impact of Green Advertising Information Quality Perception on Consumers’ Response: An Empirical Analysis”, Sustainability, Vol. 14 No. 20, p. 13248, doi: 10.3390/su142013248.

Wang, L. (2022), “Determinants of Consumers Purchase Attitude and Intention Toward Green Hotel Selection”, Journal of China Tourism Research, Vol. 18 No. 1, pp. 203–222, doi: 10.1080/19388160.2020.1816241.

Wang, S., Cheah, J.-H., Lim, X.-J., Leong, Y.C. and Choo, W.C. (2022), “Thanks COVID-19, I’ll reconsider my purchase: Can fear appeal reduce online shopping cart abandonment?”, Journal of Retailing and Consumer Services, Elsevier, Vol. 64, p. 102843.

Wang, S., Wang, J., Ru, X., Li, J. and Zhao, D. (2019), “Understanding employee’s electricity conservation behavior in workplace: Do normative, emotional and habitual factors matter?”, Journal of Cleaner Production, Elsevier, Vol. 215, pp. 1070–1077.

Zhu, W., Mou, J. and Benyoucef, M. (2019), “Exploring purchase intention in cross-border E-commerce: A three stage model”, Journal of Retailing and Consumer Services, Elsevier, Vol. 51, pp. 320–330.

Downloads

Published

2025-10-31

How to Cite

Astuti, B., Suratman, A., & Rinaldi. (2025). Social Media Marketing and Actual Purchase Behavior Among Gen Z: The Mediating Role of Consumer Engagement and Purchase Intention with High Involvement Product Moderation. TEC EMPRESARIAL, 20(2), 935–952. Retrieved from http://revistas.tec-ac.cr/index.php/tec_empresarial/article/view/669