User-Generated Content and Viral Marketing Effects on Purchase Intention: The Moderating Role of Product Knowledge among Gen Z
DOI:
https://doi.org/10.55927/fjmr.v4i6.284Keywords:
User Generated Content, Viral Marketing, Product Knowledge, Purchase IntentionAbstract
In the digital era, social media marketing plays a vital role in shaping consumer behavior, especially among Generation Z, known for high digital literacy and content-driven preferences. This study examines the impact of user-generated content and viral marketing on the purchase intention of the local beauty brand Emina, with product knowledge as a moderating factor. Using an associative, quantitative approach, data were collected from 175 Gen Z consumers in Medan through purposive sampling. Respondents were aged 15–24, active on social media, and past Emina product users. Structural Equation Modeling (SEM) analysis revealed that both user-generated content and viral marketing significantly enhance purchase intention. Additionally, product knowledge positively moderates these effects on purchase intention.
References
Abd Rahman, A., Asrarhaghighi, E., & Ab Rahman, S. (2015). Consumers and halal cosmetic products: Knowledge, religiosity, attitude and intention. Journal of Islamic Marketing, 6(1), 148–163. https://doi.org/10.1108/JIMA-09-2013-0068
Aertsens, J., Mondelaers, K., Verbeke, W., Buysse, J., & van Huylenbroeck, G. (2011). The influence of subjective and objective knowledge on attitude, motivations and consumption of organic food. British Food Journal, 113(11), 1353–1378. https://doi.org/10.1108/00070701111179988
Al-Dwairi, R. M. d., & Alawneh, A. (2024). An Effective Model of Viral Marketing for e-Commerce Enterprises: An Empirical Study. HighTech and Innovation Journal, 5(1), 143–156. https://doi.org/10.28991/HIJ-2024-05-01-011
Andarsari, F. D., & Suryadi, N. (2024). Understand the role of user-generated content on purchase intention of ChatGPT premium in undergraduate student. International Journal of Research in Business and Social Science (2147- 4478), 13(3), 97–108. https://doi.org/10.20525/ijrbs.v13i3.3430
Augusta, E. D., Mardhiyah, D., & Widiastuti, T. (2019). Effect of country of origin image, product knowledge, brand familiarity to purchase intention Korean cosmetics with information seeking as a mediator variable: Indonesian women’s perspective. Dermatology Reports, 11(S1). https://doi.org/10.4081/dr.2019.8014
Azis, A., & Syarifah, I. (2022). Effect viral marketing toward purchase intention and buying decision. 4(3), 471–476. https://journal.neolectura.com/index.php/Literatus/article/view/812
Azman, F. A. M., & Mustaffa, N. (2023). The Impact of User Generated Content on Food Purchase Intention Through TikTok Platform. In Al-I’lam–Journal of Contemporary Islamic …. USIM Press. https://jcicom.usim.edu.my/index.php/journal/article/download/89/70
Balbi, G., Ribeiro, N., Schafer, V., & Schwarzenegger, C. (2021). Digital Roots. Historicizing Media and Communication Concepts of the Digital Age. De Gruyter Oldenbourg. https://doi.org/https://doi.org/10.1515/9783110740202-019
Bhowmik, N., & Chowdhury, D. D. D. (2024). https://kuey.net/index.php/kuey/article/view/3470a"Mediating Effect of Brand Loyalty on Viral Marketing and Consumer Purchase Intention towards Cosmetic Products - An Investigation in Agartala City”. Educational Administration: Theory and Practice, 30(5), 10119–10125. https://doi.org/10.53555/kuey.v30i5.3470
Bin Ismail, M. F., Tai, C. J., Syed Othman, S. N. binti, Yuan, Y. W., Yee, K. Y., & Kanapathipillai, K. (2022). a Study of the Key Elements in Viral Marketing Towards Consumers’ Purchase Intention in Klang Valley, Malaysia. European Journal of Social Sciences Studies, 7(4), 83–109. https://doi.org/10.46827/ejsss.v7i4.1259
Boyd Thomas, J., & Lee Okleshen Peters, C. (2009). Silver seniors: Exploring the self-concept, lifestyles, and apparel consumption of women over age 65. International Journal of Retail & Distribution Management, 37(12), 1018–1040. https://doi.org/10.1108/09590550911005001
Burns, A. C., & Veeck, A. (2020). Marketing Research (Ninth Edit). Pearson Education Limited.
Chen, K., & Deng, T. (2016). Research on the green purchase intentions from the perspective of Product knowledge. Sustainability (Switzerland), 8(9). https://doi.org/10.3390/su8090943
Cheong, H. J., & Mohammed-Baksh, S. (2021). Purchase Situations and Information-Seeking in Brand-Related User-Generated Content. Journal of Promotion Management, 27(5), 740–764. https://doi.org/10.1080/10496491.2021.1888171
Chiou, J. S., Hsiao, C. C., & Chiu, T. Y. (2018). The credibility and attribution of online reviews: Differences between high and low product knowledge consumers. Online Information Review, 42(5), 630–646. https://doi.org/10.1108/OIR-06-2017-0197
Chou, S., Chen, C. W., & Shen, Z. L. (2024). Examining the impact of pharmacist professionalism and celebrity endorsers on dietary supplement purchase intention: the moderating role of product knowledge. International Journal of Pharmaceutical and Healthcare Marketing. https://doi.org/10.1108/IJPHM-08-2023-0076
Clow, K. E., & James, K. E. (2014). Essentials of Marketing Research (Putting Research into Practice). SAGE Publications, Inc.
Cong, Y., & Zheng, Y. (2017). A Literature Review of the Influence of Electronic Word-of-Mouth on Consumer Purchase Intention. Open Journal of Business and Management, 05(03), 543–549. https://doi.org/10.4236/ojbm.2017.53047
Cuong, D. T. (2020). The impact of brand credibility and perceived value on customer satisfaction and purchase intention at fashion market. Journal of Advanced Research in Dynamical and Control Systems, 12(3 Special Issue), 691–700. https://doi.org/10.5373/JARDCS/V12SP3/20201308
Diwanji, V. S., & Cortese, J. (2020). Contrasting user generated videos versus brand generated videos in ecommerce. Journal of Retailing and Consumer Services, 54(December 2019), 102024. https://doi.org/10.1016/j.jretconser.2019.102024
El-Baz, B. E.-S., Elseidi, R. I., & El-Maniaway, A. M. (2018). Influence of Electronic Word of Mouth (e-WOM) on Brand Credibility and Egyptian Consumers’ Purchase Intentions. International Journal of Online Marketing, 8(4), 1–14. https://doi.org/10.4018/ijom.2018100101
Estrella-Ramón, A., & Ellis-Chadwick, F. (2017). Do different kinds of user-generated content in online brand communities really work? Online Information Review, 41(7), 954–968. https://doi.org/10.1108/OIR-08-2016-0229
Geng, R., & Chen, J. (2021). The Influencing Mechanism of Interaction Quality of UGC on Consumers’ Purchase Intention – An Empirical Analysis. Frontiers in Psychology, 12(July), 1–12. https://doi.org/10.3389/fpsyg.2021.697382
George, D., & Mallery, P. (2020). IBM SPSS Statistics 26 Step by Step (A Simple Guide and Reference) (Sixteenth). Routledge: Taylor & Francis Group.
Główczyński, M. (2022). Toward User-Generated Content as a Mechanism of Digital Placemaking—Place Experience Dimensions in Spatial Media. ISPRS International Journal of Geo-Information, 11(4). https://doi.org/10.3390/ijgi11040261
Gupta, N., & Gupta, H. (2019). Promoting E-commerce through user-generated content. Proceedings of the 11th International Conference on Advanced Computing, ICoAC 2019, July, 302–309. https://doi.org/10.1109/ICoAC48765.2019.246857
Hair, J. F., Ortinau, D. J., & Harrison, D. E. (2021). Essentials of Marketing Research (Fifth Edit). MC Graw- Hill Education.
Hamid, R. S., & Anwar, S. M. (2019). Structural Equation Modeling (SEM) Berbasis Varian (Konsep Dasar dan Aplikasi Program Smart PLS 3.2.8 dalam Riset Bisnis). PT Inkubator Penulis Indonesia.
Hendijani Fard, M., & Marvi, R. (2020). Viral marketing and purchase intentions of mobile applications users. International Journal of Emerging Markets, 15(2), 287–301. https://doi.org/10.1108/IJOEM-06-2018-0291
Israfilzade, K., & Baghirova, S. (2022). Comparing the Impact of Brand and User-Generated Video Content on Online Shoppers’ Purchasing Intentions. Management of Organizations: Systematic Research, 88(1), 69–84. https://doi.org/10.2478/mosr-2022-0013
Jia, Y., Feng, H., Wang, X., & Alvarado, M. (2023). “Customer Reviews or Vlogger Reviews?” The Impact of Cross-Platform UGC on the Sales of Experiential Products on E-Commerce Platforms. In Journal of Theoretical and Applied …. mdpi.com. https://www.mdpi.com/0718-1876/18/3/64
Jovlin, A. R., & Belgiawan, P. F. (2024). Analyzing the Influence of Viral Marketing on Increasing Purchase Intention of High-End Cosmetic Products. International Journal of Current Science Research and Review, 07(07), 4843–4850. https://doi.org/10.47191/ijcsrr/v7-i7-25
Kaplan, A. M., & Haenlein, M. (2011). Two hearts in three-quarter time: How to waltz the social media/viral marketing dance. Business Horizons, 54(3), 253–263. https://doi.org/10.1016/j.bushor.2011.01.006
Karunanayake, T., & Madubashini, C. (2019). The Influence of User Generated Content on Purchase Intention of Automobiles in Sri Lanka. Asian Social Science, 15(6), 44. https://doi.org/10.5539/ass.v15n6p44
Khalid, N. R., Wel, C. A. C., & Mokhtaruddin, S. A. (2021). Product positioning as a moderator for halal cosmetic purchase intention. Iranian Journal of Management Studies, 14(1), 39–60. https://doi.org/10.22059/IJMS.2020.279978.673617
Khaneja, S. (2016). Ge-International Journal of Management Research Ge-International Journal of Management Research. Researchgate.Net, 8(August), 144–158.
Kim, C., Jin, M. H., Kim, J., & Namchu, S. (2012). User perception of the quality, value, and utility of user-generated content. Journal of Electronic Commerce Research, 13(4), 305–319.
Kotler, P., & Keller, K. L. (2016). Marketing Management. In Journal of Marketing (15 Global, Vol. 37, Issue 1). Pearson Education Limited. https://doi.org/10.2307/1250781
Lalwani, E., Rani, G. U. K., & Meena, M. (2021). The Influence of Social Media on Buying Behaviour of Generation Z. Palarch’s Journal Of Archaeology Of Egypt/Egyptology, 12(1), 14–20. www.ijbssnet.com
Latan, H., & Ghozali, I. (2012). Partial Least Squares Konsep, Metode dan Aplikasi Menggunakan Program WarpPLS 2.0. Universitas Diponegoro.
Li, W., Ai, P., & Ding, A. (2023). More Than Just Numbers: How Engagement Metrics Influence User Intention to Pay for Online Knowledge Products. SAGE Open, 13(1), 1–14. https://doi.org/10.1177/21582440221148620
Liaw, G.-F., Kao, H., & Yu, W.-C. (2022). The Influence of User-Generated Content (UGC) on Consumer Purchase Intention. Journal of Textile Science & Fashion Technology, 9(5), 1–9. https://doi.org/10.33552/jtsft.2022.09.000725
Liu, H.-H., & Wang, Y.-N. (2019). Interrelationships between Viral Marketing and Purchase Intention via Customer-Based Brand Equity. Journal of Business and Management Sciences, 7(2), 72–83. https://doi.org/10.12691/jbms-7-2-3
Lou, C., & Yuan, S. (2019). Influencer Marketing: How Message Value and Credibility Affect Consumer Trust of Branded Content on Social Media. Journal of Interactive Advertising, 19(1), 58–73. https://doi.org/10.1080/15252019.2018.1533501
Martins, J., Costa, C., Oliveira, T., Gonçalves, R., & Branco, F. (2019). How smartphone advertising influences consumers’ purchase intention. Journal of Business Research, 94(January 2018), 378–387. https://doi.org/10.1016/j.jbusres.2017.12.047
Mayrhofer, M., Matthes, J., Einwiller, S., & ... (2020). User generated content presenting brands on social media increases young adults’ purchase intention. International Journal of …. https://doi.org/10.1080/02650487.2019.1596447
Mohamed, N. N., Jaafar, N., & Ayupp, K. (2023). The Influence of User-Generated Content Information Credibility and Information Adoption on Consumer Purchase Intention. International Journal of Academic Research in Business and Social Sciences, 13(2), 475–488. https://doi.org/10.6007/ijarbss/v13-i2/16269
Mohd Azman, N. M., Muhammad, R., Ramli, N., & Abu Bakar, S. K. (2023). A Review of Product Knowledge and Determinants of Consumer Purchase Intention on Plant-Based Meat Products In Malaysia. Environment-Behaviour Proceedings Journal, 8(SI15), 157–163. https://doi.org/10.21834/e-bpj.v8isi15.5106
Muhajir, Mukaromah, H., Fathudin, Purwanti, K. L., Al Ansori, Y., Fahlevi, M., Rosmayati, S., Tanjung, R., Budiarti, R. H. S., Rosyadi, & Purwanto, A. (2022). The role of buzz and viral marketing strategic on purchase intention and supply chain performance. Uncertain Supply Chain Management, 10(2), 637–644. https://doi.org/10.5267/j.uscm.2021.11.002
Mukherjee, S., Das, M. K., & Chakraborty, T. K. (2023). Viral Marketing in Increasing Brand Awareness and Predicting Purchase Intention: Exploring Mediating Role of Brand Loyalty in FMCG Sector. Scholars Journal of Economics, Business and Management, 10(04), 61–77. https://doi.org/10.36347/sjebm.2023.v10i04.001
Mustafa, A. (2020). Factors of Viral Marketing that Affecting Customer’s Satisfaction Case Study of Jordanian Restaurants. Journal of Business and Social Review in Emerging Economies, 6(2), 473–481. https://doi.org/10.26710/jbsee.v6i2.1091
Muzni, N., & Budiman, D. A. (2021). Studi Social Judgment Perilaku Gen-Z Di Bengkulu Selama Masa Pandemi. Jurnal Komunikasi Dan Budaya, 2(2), 314–322. https://doi.org/10.54895/jkb.v2i2.1020
Nosita, F., & Lestari, T. (2019). The Influence of User Generated Content on Purchase Intention of Automobiles in Sri Lanka. Asian Social Science, 15(6), 44. https://doi.org/10.5539/ass.v15n6p44
Nugroho, A. S., & Haritanto, W. (2022). Metode Penelitian Kuantitatif dengan Pendekatan Statistika (Teori Implementasi & Praktik dengan SPSS) (1st ed.). CV. Andi Offset.
Panopoulos, A., Poulis, A., Theodoridis, P., & Kalampakas, A. (2023). Influencing Green Purchase Intention through Eco Labels and User-Generated Content. Sustainability (Switzerland), 15(1). https://doi.org/10.3390/su15010764
Park, D. H., & Lee, S. (2021). UGC sharing motives and their effects on UGC sharing intention from quantitative and qualitative perspectives: Focusing on content creators in South Korea. Sustainability (Switzerland), 13(17). https://doi.org/10.3390/su13179644
Peña-García, N., Gil-Saura, I., Rodríguez-Orejuela, A., & Siqueira-Junior, J. R. (2020). Purchase intention and purchase behavior online: A cross-cultural approach. Heliyon, 6(6). https://doi.org/10.1016/j.heliyon.2020.e04284
Peter, J. P., & Olson, J. C. (2010). Consumer Behavior & Marketing Strategy (9th Editio). The McGraw-Hill Companies, Inc. https://doi.org/10.4324/9780429506956-9
Prof. H. Imam Ghozali, M.Com, Ph.D, C. (2018). Aplikasi Analisis Multivariate dengan Program IBM SPSS 25 (Edisi 9). Badan Penerbit UNDIP.
Prof. H. Imam Ghozali, M.Com, P. . (2021). Partial Least Squares Konsep, Teknik, dan Aplikasi Menggunakan Program SmartPLS 3.2.9 Untuk Penelitian Empiris (Edisi 3). Badan Penerbit UNDIP.
Purbohastuti, A. W., & Hidayah, A. A. (2020). PENGARUH KUALITAS PRODUK, ONLINE MARKETING, ELECTRONIC WORD of MOUTH, DAN HARGA TERHADAP MINAT BELI PRODUK FELLAS.CO. Jurnal Bisnis Terapan, 04(01), 37–46. https://doi.org/https://doi.org/10.24123/jbt.v4i1.2480
Puriwat, W., & Tripopsakul, S. (2021). The role of viral marketing in social media on brand recognition and preference. Emerging Science Journal, 5(6), 855–867. https://doi.org/10.28991/esj-2021-01315
Rajamma, R. K. (2020). User-generated content (UGC) misclassification and its effects. Journal of Consumer Marketing, 37(2), 125–138. https://doi.org/10.1108/JCM-08-2018-2819
Rajamma, R. K., Paswan, A., & Spears, N. (2020). User-generated content (UGC) misclassification and its effects. Journal of Consumer Marketing, 37(2), 125–138. https://doi.org/10.1108/JCM-08-2018-2819
Ray, A., Bala, P. K., & Rana, N. P. (2021). Exploring the drivers of customers’ brand attitudes of online travel agency services: A text-mining based approach. Journal of Business Research. https://www.sciencedirect.com/science/article/pii/S0148296321001077
Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690. https://doi.org/10.1016/j.heliyon.2019.e02690
Rizqullah, & Zuhra, S. E. (2021). Pengaruh Reputasi Dan Kualitas Informasi Yang Dimediasi Oleh Kepercayaan Terhadap Minat Beli Pada Pengguna Shopee Di Kota Banda Aceh. Jurnal Ilmiah Mahasiswa Ekonomi Manajemen, 6(4), 809–823. http: jim.unsyiah.ac.id/ekm
Rosyad, S., Haryanto, B., Wahyudi, L., & Sugiarto, C. (2024). Viral Marketing Communication Concepts and Strategies : Changes in Consumer Behavior in the Era of Disruption. Indonesian Annual Conference Series, 3, 317–325.
Rukuni, T. F., Shaw, G., Chetty, Y., Kgama, P., Kekana, P., & Rogers, K. (2017). Viral Marketing Strategies and Customer Buying Behavioural Intentions at Retail Store in Johannesburg. Business Management and Strategy, 8(1), 59. https://doi.org/10.5296/bms.v8i1.10676
Sawaftah, D. A., Çalıcıoğlua, C., & Awadallah, R. I. (2020). The relationship between viral marketing and consumer purchase intention, the moderator role of brand image and age: Evidence from smartphone users in North Cyprus. Management Science Letters, 10(6), 1307–1320. https://doi.org/10.5267/j.msl.2019.11.027
Sayal, A., & Pant, M. (2023). Examining the Moderating Effect of Green Product Knowledge on Green Product Advertising and Green Product Purchase Intention: A Study Using SmartPLS SEM Approach. International Journal of Asian Business and Information Management, 13(1), 1–16. https://doi.org/10.4018/IJABIM.316175
Sekaran, U., & Bougie, R. (2016). Researxh Methods for Business (Seventh Ed). John Wiley & Son Ltd.
Sethna, B. N. (2017). Influence of user generated content in online shopping: Impact of gender on purchase behaviour, trust, and intention to purchase. In International Journal of Electronic Marketing and Retailing (Vol. 8, Issue 4, pp. 344–371). https://doi.org/10.1504/IJEMR.2017.087719
Sethna, B. N., Hazari, S., & Bergiel, B. (2017). Influence of user generated content in online shopping: impact of gender on purchase behaviour, trust, and intention to purchase. International Journal of Electronic Marketing and Retailing, 8(4), 344. https://doi.org/10.1504/ijemr.2017.10008550
Shen, Y. C., & Chen, H. S. (2020). Exploring consumers’ purchase intention of an innovation of the agri-food industry: A case of artificial meat. Foods, 9(6), 1–15. https://doi.org/10.3390/foods9060745
Situmorang, S. H. (2023). Analisis Data (Untuk Riset Manajemen dan Bisnis) (Edisi Keli). USU Press.
Smriti Nautiyal, & Lal, C. (2022). Product knowledge as a facilitator of organic purchase intention in emerging markets: Empirical evidence from India. Journal of Cleaner Production, 372(May), 133782. https://doi.org/10.1016/j.jclepro.2022.133782
Sugiyono, P. D. (2019). Statistika untuk Penelitan. Alfabeta Bandung.
Sugiyono, P. D. (2022). Metode Penelitian Bisnis. Alfabeta Bandung.
Sun, L., Zheng, X., Peng, L., & Cai, Y. (2023). Consumer knowledge and intention-behavior consistency. Marketing Intelligence and Planning, 41(7), 992–1014. https://doi.org/10.1108/MIP-03-2023-0089
Till, B. D., & Busler, M. (2013). The match-up hypothesis: Physical attractiveness, expertise, and the role of fit on brand attitude, purchase intent and brand beliefs. Journal of Advertising, 29(3), X–13. https://doi.org/10.1080/00913367.2000.10673613
Tricahyono, D., Utami, L. W., & Safitri, W. (2019). The Impact of Viral Marketing on Consumers’ Intention to Use (Case study: Spotify Indonesia). Advances in Economics, Business and Management Research, 65(Icebef 2018), 674–678. https://doi.org/10.2991/icebef-18.2019.144
Trivedi, J. (2017). The Effect of Viral Marketing Messages on Consumer Behavior. Journal of Management Research, 17(2), 84–98.
Trivedi, J., & Rozia, M. (2019). The impact of social media communication on Indian consumers travel decisions. In Journal of Communication: Media Watch. researchgate.net.
Wang, H., Ma, B., & Bai, R. (2019). How Does Green Product Knowledge Effectively Promote Green Purchase Intention? Sustainability, 11(4), 1193. https://doi.org/10.3390/su11041193
Wenhui Lyu, Mingxia Wei, & Brian Sheng-Xian Teo. (2023). Research on the Impact of UGC Quality on Consumers’ Purchase Intention. Frontiers in Business, Economics and Management , 7(3), 8–15.
Younus, S., Rasheed, F., & Zia, A. (2015). Identifying the Factors Affecting Customer Purchase Intention. Global Journal of Management and Business Research: A Administration and Management, 15(2).
Zhang, S., & Zhang, L. (2023). The Influence of Brand Social Interaction on Purchase Intention: A Perspective of Social Capital. SAGE Open, 13(2), 1–17. https://doi.org/10.1177/21582440231169933
Zhuang, W., Zeng, Q., Zhang, Y., Liu, C., & Fan, W. (2023). What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective. Information Processing and Management, 60(2), 103201. https://doi.org/10.1016/j.ipm.2022.103201
Zong, Z., Liu, X., & Gao, H. (2023). Exploring the mechanism of consumer purchase intention in a traditional culture based on the theory of planned behavior. Frontiers in Psychology, 14(February), 1–12. https://doi.org/10.3389/fpsyg.2023.1110191
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