The Influence of Social Media Marketing Activities on Purchase Intention: A Study of the E-Commerce Industry

Document Type : Research Paper

Authors

1 Universiti Kuala Lumpur Business School, 54000 Jalan Gurney Kuala Lumpur, Malaysia.

2 Associate Professor, Universiti Kuala Lumpur Business School, 54000 Jalan Gurney Kuala Lumpur, Malaysia.

3 Senior Lecturer, Universiti Kuala Lumpur Business School, 54000 Jalan Gurney Kuala Lumpur, Malaysia.

10.22059/jitm.2024.96672

Abstract

This paper sought to examine the impact of perceived Social Media Marketing Activities (SMMAs) on customer purchase intention via brand awareness in an online context. An online questionnaire was used to collect data from 188 samples. The data were analyzed using the structural equation modeling approach, and the research hypotheses were examined using SEM. The study measured SMMAs through personalization, customer community, and live video. The results revealed that SMMAs were insignificant towards brand awareness and purchase intention. The result also stated that brand awareness does not mediate the relationship between SMMA and purchase intention. However, brand awareness was found to affect purchase intention positively. The current study introduces the stimulus–organism–response model as a theoretical support to examine SMMAs of e-commerce to customers' purchase intention via brand awareness.

Keywords


  1. Agustina, L. (2018). Live video streaming sebagai bentuk perkembangan fitur media sosial. Diakom : Jurnal Media Dan Komunikasi, 1(1), 17-23. https://doi.org/10.17933/diakom.v1i1.16

    Aji, P. M., Nadhila, V., & Sanny, L. (2020). Effect of social media marketing on Instagram towards purchase intention: Evidence from Indonesia's ready-to-drink tea industry. International Journal of Data and Network Science, 4(2), 91-104. https://doi.org/10.5267/j.ijdns.2020.3.002

    Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020). The future of social media in marketing. Journal of the Academy of Marketing Science, 48(1), 79-95. https://doi.org/10.1007/s11747-019-00695-1

    Aydin, G. (2018). Role of personalization in shaping attitudes towards social media ads. International Journal of E-Business Research, 14(3), 54-76. https://doi.org/10.4018/IJEBR.2018070104

    Azzari, V., & Pelissari, A. (2020). Does brand awareness influences purchase intention? The mediation role of brand equity dimensions. Brazilian Business Review, 17(6), 631-648. https://doi.org/10.15728/BBR.2020.17.6.4

    Cao, Y., Zhou, Z., & Majeed, S. (2021). Stimulating Customer Inspiration Through Online Brand Community Climates: The Mediating Role of Customer Interaction. Frontiers in Psychology, 12, 706889. https://doi.org/10.3389/fpsyg.2021.706889

    Carlson, J., Rahman, S. M., Rahman, M. M., Wyllie, J., & Voola, R. (2021). Engaging Gen Y Customers in Online Brand Communities: A Cross-National Assessment. International Journal of Information Management, 58, 102252. https://doi.org/10.1016/j.ijinfomgt.2020.102252

    Chakraborty, U. (2019). The impact of source credible online reviews on purchase intention: The mediating roles of brand equity dimensions. Journal of Research in Interactive Marketing, 13(2), 142–161. https://doi.org/10.1108/JRIM-06-2018-0080

    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(July 2018), 22–32. https://doi.org/10.1016/j.techfore.2018.11.025

    Chi, M., Harrigan, P., & Xu, Y. (2022). Customer engagement in online service brand communities. Journal of Services Marketing, 36(1), 51-67. https://doi.org/10.1108/JSM-09-2020-0392

    Dedeoğlu, B. B., van Niekerk, M., Küçükergin, K. G., De Martino, M., & Okumuş, F. (2020). Effect of social media sharing on destination brand awareness and destination quality. Journal of Vacation Marketing, 26(1), 3-20. https://doi.org/10.1177/1356766719858644

    Du, H. S., Xu, J., Tang, H., & Jiang, R. (2020). Repurchase Intention in Online Knowledge Service: The Brand Awareness Perspective. Journal of Computer Information Systems, 1-11. https://doi.org/10.1080/08874417.2020.1759159

    Dubbelink, S. I., Soria, C. H., & Constantinides, E. (2021). Social media marketing as a branding strategy in extraordinary times: Lessons from the Covid-19 pandemic. Sustainability, 13(18), 10310. https://doi.org/10.3390/su131810310

    Felix, R., Rauschnabel, P. A., & Hinsch, C. (2017). Elements of strategic social media marketing: A holistic framework. Journal of Business Research, 70, 118-126. https://doi.org/10.1016/j.jbusres.2016.05.001

    Foroudi, P. (2019). Influence of brand signature, brand awareness, brand attitude, brand reputation on hotel industry's brand performance. International Journal of Hospitality Management, 81, 96-105. https://doi.org/10.1016/j.ijhm.2018.05.016

    1. Dalangin, J. J., Mc Arthur, J. M. B., Salvador, J. B. M., & Bismonte, A. B. (2021). The impact of social media influencers purchase intention in the Philippines. Jurnal Studi Komunikasi (Indonesian Journal of Communications Studies), 5(3), 309-328. https://doi.org/10.25139/jsk.v5i3.3708

    Gilbert, M. A. (2019). Strengthening Your Social Media Marketing with Live Streaming Video. In Advances in Science, Technology and Innovation, 491-498. Springer. https://doi.org/10.1007/978-3-030-01659-3_42

    Gupta, S., Nawaz, N., Alfalah, A. A., Naveed, R. T., Muneer, S., & Ahmad, N. (2021). The relationship of CSR communication on social media with consumer purchase intention and brand admiration. Journal of Theoretical and Applied Electronic Commerce Research, 16(5), Article e5068. https://doi.org/10.3390/jtaer16050068

    Hair Jr, J., Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.

    Hair, J.F., Jr., 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

    Heo, J., Kim, Y., & Yan, J. (2020). Sustainability of live video streamer's strategies: Live streaming video platform and audience's social capital in South Korea. Sustainability, 12(5), 1969. https://doi.org/10.3390/su12051969

    Hu, M., Zhang, M., & Wang, Y. (2017). Why do audiences choose to keep watching on live video streaming platforms? An explanation of dual identification framework. Computers in Human Behavior, 75, 594–606. https://doi.org/10.1016/j.chb.2017.06.006

    Ilyas, G. B., Rahmi, S., Tamsah, H., Munir, A. R., & Putra, A. H. P. K. (2020). Reflective model of brand awareness on repurchase intention and customer satisfaction. The Journal of Asian Finance, Economics and Business, 7(9), 427-438. https://doi.org/10.13106/JAFEB.2020.VOL7.NO9.427

    Irshad, M., & Ahmad, M. S. (2019). Impact of Consumers' Online Motivations on the Online Purchase Intentions: Mediating Role of Consumers' Attitudes towards Social Media Marketing. Business & Economic Review, 11(3), 89–112. https://doi.org/10.22547/ber/11.3.4

    Islam, J. U., & Rahman, Z. (2017). The impact of online brand community characteristics on customer engagement: An application of Stimulus-Organism-Response paradigm. Telematics and Informatics, 34(4), 96-109.https://doi.org/10.1016/j.tele.2017.01.004

    Lee, J. E., Goh, M. L., & Mohd Noor, M. N. Bin. (2019). Understanding purchase intention of university students towards skin care products. PSU Research Review, 3(3), 161–178. https://doi.org/10.1108/prr-11-2018-0031

    Li, F., Larimo, J., & Leonidou, L. C. (2021). Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda. Journal of the Academy of Marketing Science, 49, 51-70. https://doi.org/10.1007/s11747-020-00733-3

    Lin, H. C., Swarna, H., & Bruning, P. F. (2017). Taking a global view on brand post popularity: Six social media brand post practices for global markets. Business Horizons, 60(5), 621-633.https://doi.org/10.1016/j.bushor.2017.05.006

    Majeed, M., Owusu-Ansah, M., & Ashmond, A. A. (2021). The influence of social media on purchase intention: The mediating role of brand equity. Cogent Business & Management, 8(1), 1944008.https://doi.org/10.1080/23311975.2021.1944008

    Marchand, A., Hennig-Thurau, T., & Flemming, J. (2021). Social media resources and capabilities as strategic determinants of social media performance. International Journal of Research in Marketing, 38(3), 549-571. https://doi.org/10.1016/j.ijresmar.2020.09.011

    McGregor, S. C. (2018). Personalisation, social media, and voting: Effects of candidate self-personalisation on vote intention. New Media and Society. https://doi.org/10.1177/1461444816686103

    Metz, M., Kruikemeier, S., & Lecheler, S. (2019). Personalization of politics on Facebook: Examining the content and effects of professional, emotional and private self-personalization. Information, Communication & Society, 23(10), 1481-1498. https://doi.org/10.1080/1369118X.2019.1581244

    Mujica, A., Villanueva, E., & Lodeiros-Zubiria, M. (2021). Micro-learning Platforms Brand Awareness Using Socialmedia Marketing and Customer Brand Engagement. International Journal of Emerging Technologies in Learning (iJET), 16(17), 19-41. https://doi.org/10.3991/ijet.v16i17.23339

    Mukherjee, K. (2020). Social media marketing and customers’ passion for brands. Marketing intelligence & planning, 38(4), 509-522. https://doi.org/10.1108/MIP-10-2018-0440

    Neal, M. T., & Lyons, M. K. (2021). Leveraging social media and digital technology to market and meet the needs of neurosurgery patients. In Surgical Neurology International, 12. https://doi.org/10.25259/SNI_8_2021

    Niedermeier, A., Albrecht, L., & Jahn, B. (2019). “Happy together”: Effects of brand community engagement on customer happiness. Journal of Relationship Marketing, 18(1), 54-76.https://doi.org/10.1080/15332667.2018.1534063

    Oberoi, P., Patel, C., & Haon, C. (2017). Technology sourcing for website personalization and social media marketing: A study of e-retailing industry. Journal of Business Research, 80, 10-23.https://doi.org/10.1016/j.jbusres.2017.06.005

    Odeh, A. H. A., & Tareq, A. O. (2021). Electronic Customer Satisfaction Using Electronic Personalization and Social Media Marketing Model. International Journal of Entrepreneurship, 25, 1-11.

    Onofrei, G., Filieri, R., & Kennedy, L. (2022). Social media interactions, purchase intention, and behavioural engagement: The mediating role of source and content factors. Journal of Business Research, 142, 100-112. https://doi.org/10.1016/j.jbusres.2021.12.031

    Paatelainen, L., Kannasto, E., & Isotalus, P. (2021). Functions of hybrid media: How parties and their leaders use traditional media in their social media campaign communication. Frontiers in Communication, 6, 817285. https://doi.org/10.3389/fcomm.2021.817285

    Pauliene, R., & Sedneva, K. (2019). The influence of recommendations in social media on purchase intentions of generations Y and Z. Organizations and markets in emerging economies, 10(2), 227-256.https://doi.org/10.15388/omee.2019.10.12

    Payne, K., Keith, M. J., Schuetzler, R. M., & Giboney, J. S. (2017). Examining the learning effects of live streaming video game instruction over Twitch. Computers in Human Behavior, 77, 95–109. https://doi.org/10.1016/j.chb.2017.08.029

    Ram, J., & Xu, D. (2019). Live Streaming Video E-commerce: Examining the Operational Strategies. Journal Européen des Systèmes Automatisés, 52(1). https://doi.org/10.18280/jesa.520101

    Renu, B. S., & Gupta, V.(2020). The Influence Of Social Media On Consumer Purchase Intention. International Journal of Scientific and Technology Research, 9(3), 3136-3142.

    Reviglio, U., & Agosti, C. (2020). Thinking outside the black-box: The case for “algorithmic sovereignty” in social media. Social Media+ Society, 6(2), 2056305120915613. https://doi.org/10.1177/2056305120915613

    Savitri, C., Hurriyati, R., Wibowo, L., & Hendrayati, H. (2021). The role of social media marketing and brand image on smartphone purchase intention. International Journal of Data and Network Science, 6(1), 185-192. Science. https://doi.org/10.5267/J.IJDNS.2021.9.009

    Shang, Z., Ebenezer, J. P., Wu, Y., Wei, H., Sethuraman, S., & Bovik, A. C. (2021). Study of the subjective and objective quality of high motion live streaming videos. IEEE Transactions on Image Processing, 31, 1027-1041. https://doi.org/10.1109/TIP.2021.3136723

    Sun, L., Zong, T., Wang, S., Liu, Y., & Wang, Y. (2021). Towards optimal low-latency live video streaming. IEEE/ACM Transactions on Networking, 29(5), 2327-2338. https://doi.org/10.1109/TNET.2021.3087625

    Touni, R., Kim, W. G., Choi, H. M., & Ali, M. A. (2020). Antecedents and an outcome of customer engagement with hotel brand community on Facebook. Journal of Hospitality & Tourism Research, 44(2), 278-299. https://doi.org/10.1177/1096348019895555

    Tran, T. B. H., Nguyen, Q. A., Le, T. T., Nguyen, Q. H., Nguyen, K. S., & Dinh, H. H. (2022). Towards an Insight Into Customer Behavior in Virtual Brand Communities: An Investigation of Personal and Community Characteristic Factors. International Journal of E-Business Research (IJEBR), 18(1), 1-26. https://doi.org/10.4018/ijebr.293296

    Trudeau H, S., & Shobeiri, S. (2016). Does social currency matter in creation of enhanced brand experience? Journal of Product and Brand Management, 25(1), 98–114. https://doi.org/10.1108/JPBM-09-2014-0717

    Wang, A., & Gao, X. (2019). Multifunctional product marketing using social media based on the variable-scale clustering. Tehnički vjesnik, 26(1), 193-200. https://doi.org/10.17559/TV-20181120082714

    Wang, C. C., & Feng-Sha, C. H. O. U. (2020). Audiences’ motives for watching live video streaming. Contemporary Management Research, 15(4), 273-285. https://doi.org/10.7903/cmr.20058

    Wibowo, A., Chen, S. C., Wiangin, U., Ma, Y., & Ruangkanjanases, A. (2021). Customer behavior as an outcome of social media marketing: The role of social media marketing activity and customer experience. Sustainability, 13(1), 189. https://doi.org/10.3390/su13010189

    Winter, S., Maslowska, E., & Vos, A. L. (2021). The effects of trait-based personalization in social media advertising. Computers in Human Behavior, 114, 106525. https://doi.org/10.1016/j.chb.2020.106525

    Yasin, M., Porcu, L., T Abusharbeh, M., & Liébana-Cabanillas, F. (2020). The impact of customer personality and online brand community engagement on intention to forward company and users generated content: palestinian banking industry a case. Economic research-Ekonomska istraživanja, 33(1), 1985-2006. https://doi.org/10.1080/1331677X.2020.1752277

    Zhang, M., Qin, F., Wang, G. A., & Luo, C. (2020). The impact of live video streaming on online purchase intention. The Service industries journal, 40(9-10), 656-681. https://doi.org/10.1080/02642069.2019.1576642

    Zhao, K., Hu, Y., Hong, Y., & Westland, J. C. (2021). Understanding characteristics of popular streamers on live streaming platforms: Evidence from Twitch.tv. Journal of the Association for Information Systems. https://doi.org/10.17705/1jais.00689