The Influence of Influencer Marketing, Electronic Word-of-Mouth (E-WOM), and E-Service Quality on Purchase Intention Mediated by E-Trust in Food MSMEs in Bogor Raya

Authors

  • Rachmat Gunawan Departement of Management, Universitas Djuanda Bogor, Indonesia
  • Chandra Ayu Pramestidewi Departement of Management, Universitas Djuanda Bogor, Indonesia

DOI:

https://doi.org/10.70716/ecoma.v4i3.646

Keywords:

Influencer Marketing, Electronic Word-of-Mouth (E-WOM), E-Service Quality, E-Trust, Purchase Intention

Abstract

This study examines the effects of Influencer Marketing, Electronic Word-of-Mouth (E-WOM), and E-Service Quality on Purchase Intention through the mediating role of E-Trust among consumers of food MSMEs in Greater Bogor, Indonesia. A quantitative explanatory research design was employed using survey data collected from 350 consumers who had purchased food MSME products online within the previous six months. Respondents were selected through purposive sampling, and the data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. The results indicate that Influencer Marketing (β = 0.241), E-WOM (β = 0.417), and E-Service Quality (β = 0.293) significantly and positively influence E-Trust, with E-WOM emerging as the strongest predictor. Furthermore, Influencer Marketing (β = 0.128), E-WOM (β = 0.181), E-Service Quality (β = 0.247), and E-Trust (β = 0.462) positively affect Purchase Intention, with E-Trust representing the most influential determinant. The structural model explains 68.4% of the variance in E-Trust and 76.1% of the variance in Purchase Intention. In addition, E-Trust significantly mediates the relationships between Influencer Marketing, E-WOM, E-Service Quality, and Purchase Intention, with the E-WOM–E-Trust pathway exhibiting the strongest indirect effect. These findings contribute to the digital marketing literature by confirming the pivotal role of E-Trust as the underlying psychological mechanism connecting digital marketing strategies with consumers' purchase intention. Practically, food MSMEs should prioritize customer review management, continuously improve digital service quality, and collaborate with credible influencers to strengthen consumer trust and stimulate purchase intention.

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References

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

Amin, M., Rezaei, S., & Abolghasemi, M. (2014). User satisfaction with mobile websites: The impact of perceived usefulness, perceived ease of use, and trust. Nankai Business Review International, 5(3), 258–274. https://doi.org/10.1108/NBRI-01-2014-0005

Al-Adwan, A. S., & Kokash, H. (2019). The driving forces of Facebook social commerce. Journal of Theoretical and Applied Electronic Commerce Research, 14(2), 15–32. https://doi.org/10.4067/S0718-18762019000200103

A'yuni, A. H. Q., Cahyadi, E. R., & Simanjuntak, M. (2025). Adoption of Online Food Delivery by Culinary MSMEs in Bogor: Innovation Resistance Perspective. Jurnal Aplikasi Bisnis dan Manajemen, 11(3), 846. https://doi.org/10.17358/jabm.11.3.846

Blut, M., Chowdhry, N., Mittal, V., & Brock, C. (2015). E-service quality: A meta-analytic review. Journal of Retailing, 91(4), 679–700. https://doi.org/10.1016/j.jretai.2015.05.004

Cheung, C. M. K., Lee, M. K. O., & Rabjohn, N. (2008). The impact of electronic word-of-mouth. Internet Research, 18(3), 229–247. https://doi.org/10.1108/10662240810883290

Cheung, C. M. K., & Lee, M. K. O. (2012). What drives consumers to spread electronic word of mouth in online consumer-opinion platforms. Decision Support Systems, 53(1), 218–225. https://doi.org/10.1016/j.dss.2012.01.015

Cheung, C. M. K., & Thadani, D. R. (2012). The impact of electronic word-of-mouth communication: A literature analysis and integrative model. Decision Support Systems, 54(1), 461–470. https://doi.org/10.1016/j.dss.2012.06.008

Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities' Instagram profiles in influencing the purchase decisions of young female users. Computers in Human Behavior, 68, 1–7. https://doi.org/10.1016/j.chb.2016.11.009

Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). Setting the future of digital and social media marketing research: Perspectives and research propositions. International Journal of Information Management, 59, 102168. https://doi.org/10.1016/j.ijinfomgt.2020.102168

Erkan, I., & Evans, C. (2016). The influence of eWOM in social media on consumers’ purchase intentions. Journal of Research in Interactive Marketing, 10(1), 47–67. https://doi.org/10.1108/JRIM-05-2015-0007

Fang, Y. H., Chiu, C. M., & Wang, E. T. G. (2014). Understanding customers’ satisfaction and repurchase intentions. Internet Research, 24(1), 103–122. https://doi.org/10.1108/IntR-11-2012-0221

Filieri, R., & McLeay, F. (2014). E-WOM and accommodation: The influence of online reviews on consumers’ decision-making. Tourism Management, 45, 44–57. https://doi.org/10.1016/j.tourman.2014.04.001

Filieri, R. (2015). What makes online reviews helpful? A diagnosticity-adoption framework to explain informational and normative influences in e-WOM. Journal of Business Research, 68(6), 1261–1270. https://doi.org/10.1016/j.jbusres.2014.11.006

Freberg, K., Graham, K., McGaughey, K., & Freberg, L. A. (2011). Who are the social media influencers? A study of public perceptions of personality. Public Relations Review, 37(1), 90–92. https://doi.org/10.1016/j.pubrev.2010.11.001

Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90. https://doi.org/10.2307/30036519

Hajli, N. (2014). A study of the impact of social media on consumers. International Journal of Market Research, 56(3), 387–404. https://doi.org/10.2501/IJMR-2014-025

Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? Journal of Interactive Marketing, 18(1), 38–52. https://doi.org/10.1002/dir.10073

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 22(5), 1203–1226. https://doi.org/10.1007/s10796-019-09924-y

Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of social media. Business Horizons, 53(1), 59–68. https://doi.org/10.1016/j.bushor.2009.09.003

Ki, C. W. C., Cuevas, L. M., Chong, S. M., & Lim, H. (2020). Influencer marketing: Social media influencers as human brands attaching to followers and yielding positive marketing results by fulfilling needs. Journal of Retailing and Consumer Services, 55, 102133. https://doi.org/10.1016/j.jretconser.2020.102133

Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of a luxury fashion brand. Journal of Business Research, 65(10), 1480–1486. https://doi.org/10.1016/j.jbusres.2011.10.014

Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008). A trust-based consumer decision-making model in electronic commerce. Decision Support Systems, 44(2), 544–564. https://doi.org/10.1016/j.dss.2007.07.001

Ladhari, R., Massa, E., & Skandrani, H. (2020). YouTube vloggers’ popularity and influence: The roles of homophily, emotional attachment, and expertise. Journal of Retailing and Consumer Services, 54, 102027. https://doi.org/10.1016/j.jretconser.2019.102027

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

Matute, J., Polo-Redondo, Y., & Utrillas, A. (2016). The influence of EWOM characteristics on online repurchase intention. Online Information Review, 40(7), 1090–1110. https://doi.org/10.1108/OIR-11-2015-0373

Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational trust. Academy of Management Review, 20(3), 709–734. https://doi.org/10.2307/258792

Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers’ perceived expertise, trustworthiness, and attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191

Parasuraman, A., Zeithaml, V. A., & Malhotra, A. (2005). E-S-QUAL: A multiple-item scale for assessing electronic service quality. Journal of Service Research, 7(3), 213–233. https://doi.org/10.1177/1094670504271156

Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101–134. https://doi.org/10.1080/10864415.2003.11044275

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

Schouten, A. P., Janssen, L., & Verspaget, M. (2020). Celebrity vs. influencer endorsements in advertising: The role of identification, credibility, and product-endorser fit. International Journal of Advertising, 39(2), 258–281. https://doi.org/10.1080/02650487.2019.1634898

Sokolova, K., & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of Retailing and Consumer Services, 53, 101742. https://doi.org/10.1016/j.jretconser.2019.01.011

Spears, N., & Singh, S. N. (2004). Measuring attitude toward the brand and purchase intentions. Journal of Current Issues & Research in Advertising, 26(2), 53–66. https://doi.org/10.1080/10641734.2004.10505164

Tuten, T. L., & Solomon, M. R. (2017). Social media marketing (3rd ed.). Sage Publications.

Venciute, D., Mackeviciene, I., Kuslys, M., & Correia, R. F. (2023). The role of influencer–follower congruence in the relationship between influencer marketing and purchase behavior. Journal of Retailing and Consumer Services, 75, 103506. https://doi.org/10.1016/j.jretconser.2023.103506

Zeithaml, V. A., Parasuraman, A., & Malhotra, A. (2002). Service quality delivery through websites: A critical review of extant knowledge. Journal of the Academy of Marketing Science, 30(4), 362–375. https://doi.org/10.1177/009207002236911

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Published

2026-08-17

How to Cite

Gunawan, R., & Pramestidewi, C. A. (2026). The Influence of Influencer Marketing, Electronic Word-of-Mouth (E-WOM), and E-Service Quality on Purchase Intention Mediated by E-Trust in Food MSMEs in Bogor Raya. Journal of Economics and Management, 4(3), 846–864. https://doi.org/10.70716/ecoma.v4i3.646