The Influence of Digital Marketing and Consumer Trust on Purchasing Decisions through Purchase Intention as an Intervening Variable
DOI:
https://doi.org/10.55927/ijbae.v5i3.34Keywords:
Digital Marketing, Consumer Trust, Purchase Intention, Purchase DecisionAbstract
This study aims to examine the effect of digital marketing and consumer trust on purchase decisions through purchase intention as an intervening variable. The research was conducted among consumers in Makassar City who have experience in online shopping. This study employed a quantitative approach using a purposive sampling technique with a total of 100 respondents. Data were collected through questionnaires using a Likert scale and analyzed using Structural Equation Modeling (SEM) based on Partial Least Squares (PLS).
The results indicate that digital marketing and consumer trust have a positive and significant effect on purchase decisions. In addition, purchase intention is found to have the strongest influence on purchase decisions. The findings also reveal that purchase intention significantly mediates the relationship between digital marketing and consumer trust on purchase decisions, indicating partial mediation.
Overall, this study highlights the importance of integrating effective digital marketing strategies with efforts to build consumer trust in order to enhance purchase intention and ultimately drive purchase decisions.
References
Abbasi, G. A., Rahim, N. F. A., Wu, H., Iranmanesh, M., & Keong, B. N. C. (2022). Determinants of SME ’ s Social Media Marketing Adoption : Competitive Industry as a Moderator. SAGE Open, 1. https://doi.org/10.1177/21582440211067220
Albayati, H., Alistarbadi, N., & Rho, J. J. (2023). Assessing engagement decisions in NFT Metaverse based on the Theory of Planned Behavior ( TPB ). Telematics and Informatics Reports, 10(February). https://doi.org/10.1016/j.teler.2023.100045
AlHadid, I., Abu-Taieh, E., Alkhawaldeh, R. S., Khwaldeh, S., Masa’deh, R., & Alrowwad, A. (2022). Predictors for E-Government Adoption of SANADApp Services Integrating UTAUT, TPB, TAM, Trust, and Perceived Risk. International Journal of Environmental Research and Public Health, 19. https://doi.org/doi.org/10.3390/ijerph19148281
Bhatti, H. Y., Riaz, M. B. E., Nauman, S., & Ashfaq, M. (2022). Browsing or buying : A serial mediation analysis of consumer ’ s online purchase intentions in times of COVID-19 pandemic. Frontiers in Psychology, October, 1–13. https://doi.org/10.3389/fpsyg.2022.1008983
Chen, J., Chen, W., Huang, J., Fang, J., Li, Z., Liu, A., & Zhao, L. (2020). Co ‑ purchaser Recommendation for Online Group Buying. Data Science and Engineering, 5(3), 280–292. https://doi.org/10.1007/s41019-020-00138-w
Crisafulli, B., Toya, L., & Singh, J. (2022). Competence is power : How digital influencers impact buying decisions in B2B markets. IMM, 104(March 2021), 384–399. https://doi.org/10.1016/j.indmarman.2022.05.006
Gharibshah, Z., Zhu, X., Hainline, A., & Conway, M. (2020). Deep Learning for User Interest and Response Prediction in Online Display Advertising. Data Science and Engineering, 5(1), 12–26. https://doi.org/10.1007/s41019-019-00115-y
Gil-Gomez, H., Guerola-Navarro, V., Oltra-Badenes, R., & Lozano-Quilis, J. A. (2020). Customer relationship management : digital transformation and sustainable business model innovation Customer relationship management : digital transformation and sustainable business. Economic Research-Ekonomska Istraživanja, 33(1), 2733–2750. https://doi.org/10.1080/1331677X.2019.1676283
Grand, J. Le, Roberts, J., & Chandra, G. (2021). Buying for good: Altruism, ethical consumerism and social policy. Original Article, 55, 1341–1355. https://doi.org/10.1111/spol.12729
Guzman, L. A., Oviedo, D., Arellana, J., & Cantillo-garcía, V. (2021). Buying a car and the street : Transport justice and urban space distribution. Transportation Research Part D, 95(May), 102860. https://doi.org/10.1016/j.trd.2021.102860
Hidayat, A., Wijaya, T., Ishak, A., & Catyanadika, P. E. (2021). Consumer Trust as the Antecedent of Online Consumer Purchase Decision. Information Article, 12(145), 1–10. https://doi.org/10.3390/info12040145 Academic
Kamalanon, P., Chen, J., & Le, T. (2022). “ Why Do We Buy Green Products ?” An Extended Theory of the Planned Behavior Model for Green Product Purchase Behavior. Sustainability, 14, 1–28. https://doi.org/10.3390/su14020689
Kim, R. Y. (2020). The Impact of COVID-19 on Consumers : Preparing for Digital Sales. IEEE ENGINEERING MANAGEMENT REVIEW, 48(3), 212–218. https://doi.org/10.1109/EMR.2020.2990115
Koay, K. Y., & Lim, W. M. (2026). Congruence effects in social media in fl uencer marketing : the moderating role of wishful identi fi cation in online impulse buying intentions. Journal of Product & Brand Management, 3(April), 265–278. https://doi.org/10.1108/JPBM-09-2023-4709
Loo, E. J. Van, Caputo, V., & Lusk, J. L. (2020). Consumer preferences for farm-raised meat , lab-grown meat , and plant- based meat alternatives : Does information or brand matter ? Food Policy, 95(May), 101931. https://doi.org/10.1016/j.foodpol.2020.101931
Machová, R. (2021). Changing Trends of Shopping Habits and Tourism During the Second Wave of COVID-19 – International Comparison. JOURNAL OF TOURISM AND SERVICES, 12(22). https://doi.org/10.29036/jots.v12i22.256
Malatji, W. R., Eck, R. Van, & Zuva, T. (2020). Understanding the usage , Modifications , Limitations and Criticisms of Technology Acceptance Model. ASTESJ, 5(6), 113–117.
Mckay, A. M. Y. M. (2026). Buying Amendments? Lobbyists’ Campaign Contributions and Microlegislation in the Creation of the Affordable Care Act. LSQ, 327–360. https://doi.org/10.1111/lsq.12266
Pitardi, V., & Marriott, H. R. (2021). Alexa , she ’ s not human but … Unveiling the drivers of consumers ’ trust in voice ‐ based artificial intelligence. RESEARCH ARTICLE, 38, 626–642. https://doi.org/10.1002/mar.21457
Razali, F., Dzurllkanian, Wai, C. W., & Jiram, W. R. A. (2020). Waste Separation at Source Behaviour Among Malaysian Households: The Theory of Planned Behaviour with Moral Norm. Universiti Teknologi Malaysia.
Saura, J. R. (2021). Using Data Sciences in Digital Marketing: Framework, methods, and performance metrics. Journal of Innovation & Knowledge, 6(2), 92–102. https://doi.org/10.1016/j.jik.2020.08.001
Syahrizal, A., Purwandari, B., Mishbah, M., & Dzulfikar, M. F. (2020). Buying the Unreal : Drivers of Virtual Item Purchase in Video Games. ICSIM ’20: Proceedings of the 3rd International Conference on Software Engineering and Information Management, 203–209. https://doi.org/10.1145/3378936.337894
Utari, W., Sudaryanto, Jannah, N., Sobakh, N., & Rusdiyanto. (2021). Consumer interest with regard to product completeness , promotion and location : the case of Indonesia. ECONOMIC ANNALS-XXI, 188(3–4), 127–133. https://doi.org/10.21003/ea.V188-15
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), e18349. https://doi.org/10.1016/j.heliyon.2023.e18349
Wang, J., Tao, J., & Chu, M. (2019). Behind the label: Chinese consumers’ trust in food certification and the effect of perceived quality on purchase intention. Food Control, 108.
Ziakis, C., & Vlachopoulou, M. (2023). Artificial Intelligence in Digital Marketing : Insights from a Comprehensive Review. Information, 14, 1–30.
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