Adoption of Digital Marketing and Business Performance: The Moderating Role of Digital Literacy in SMEs in Riau Province
DOI:
https://doi.org/10.61255/jeemba.v4i4.965Keywords:
Business Performance, Digital Literacy, Digital Marketing Adoption, Moderating Effect, SMEsAbstract
Purpose – This study investigates the effects of digital marketing adoption and digital literacy on perceived business performance and examines whether digital literacy strengthens the performance contribution of digital marketing among small and medium-sized enterprises (SMEs) in Riau Province, Indonesia.
Design/methodology/approach – The study used a quantitative, cross-sectional explanatory design. From 320 questionnaires distributed purposively to SME owners and managers in five areas of Riau, 250 valid responses were analyzed. The constructs were measured with multi-item five-point Likert scales. SmartPLS 4 was used to evaluate the measurement and structural models, including an interaction term, with statistical inference based on 5,000 bootstrap resamples and 95% confidence intervals.
Findings – Digital marketing adoption positively influenced perceived business performance (β = 0.381, p < 0.001), as did digital literacy (β = 0.429, p < 0.001). Digital literacy also strengthened the relationship between adoption and performance (β = 0.215, p < 0.001), although the interaction effect was small (f² = 0.095). The model explained 61.2% of performance variance and demonstrated predictive relevance (Q² = 0.421).
Originality/value – By treating digital marketing adoption as a strategic resource and digital literacy as both an enabling capability and a boundary condition, this study refines the Resource-Based View explanation of SME digitalization. The evidence from an underexamined Indonesian region indicates that access to digital platforms should be accompanied by practical skills in content development, customer interaction, information evaluation, and performance measurement.
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References
Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Mohd Shuib, N. L. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management & Data Systems, 115(3), 570–588. https://doi.org/10.1108/IMDS-07-2014-0205
Alford, P., & Page, S. J. (2015). Marketing technology for adoption by small business. The Service Industries Journal, 35(11–12), 655–669. https://doi.org/10.1080/02642069.2015.1062884
ANTARA Riau. (2023, August 25). Tingkatkan pertumbuhan UMKM dan ekraf Riau dengan digitalisasi. Retrieved from https://riau.antaranews.com/berita/344253/tingkatkan-pertumbuhan-umkm-dan-ekraf-riau-dengan-digitalisasi
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Cenamor, J., Parida, V., & Wincent, J. (2019). How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity. Journal of Business Research, 100, 196–206. https://doi.org/10.1016/j.jbusres.2019.03.035
Chaffey, D., & Ellis-Chadwick, F. (2022). Digital marketing: Strategy, implementation and practice (8th ed.). Pearson Education Limited.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
Corral de Zubielqui, G., & Jones, J. (2023). How and when does internal and external social media use for marketing impact B2B SME performance? Journal of Business & Industrial Marketing, 38(8), 1607–1622. https://doi.org/10.1108/JBIM-01-2022-0057
Dwivedi, Y. K., Hughes, L., Baabdullah, A. M., Ribeiro-Navarrete, S., Giannakis, M., Al-Debei, M. M., ... Wamba, S. F. (2022). Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 66, 102542. https://doi.org/10.1016/j.ijinfomgt.2022.102542
Eller, R., Alford, P., Kallmünzer, A., & Peters, M. (2020). Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization. Journal of Business Research, 112, 119–127. https://doi.org/10.1016/j.jbusres.2020.03.004
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.
Hazzam, J., Dobson, P., Singh, B., Ibrahim, B., & Aljarah, A. (2026). Digital marketing capabilities and SME performance: The influence of market orientation and the complementarity effect on customer relationship management capabilities. Journal of Research in Marketing and Entrepreneurship, 28(1–2), 1–21. https://doi.org/10.1108/JRME-02-2025-0029
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Heredia, J., Castillo-Vergara, M., Geldes, C., Carbajal Gamarra, F. M., Flores, A., & Heredia, W. (2022). How do digital capabilities affect firm performance? The mediating role of technological capabilities in the “new normal.” Journal of Innovation & Knowledge, 7(2), 100171. https://doi.org/10.1016/j.jik.2022.100171
Järvinen, J., & Karjaluoto, H. (2015). The use of Web analytics for digital marketing performance measurement. Industrial Marketing Management, 50, 117–127. https://doi.org/10.1016/j.indmarman.2015.04.009
Karadağ, H., Şahin, F., Karamollaoğlu, N., & Saunila, M. (2026). Disentangling the dynamic digital capability, digital transformation, and organizational performance relationships in SMEs: A configurational analysis based on fsQCA. Information Technology and Management, 27(2), 141–157. https://doi.org/10.1007/s10799-024-00437-y
Khin, S., & Ho, T. C. F. (2019). Digital technology, digital capability and organizational performance: A mediating role of digital innovation. International Journal of Innovation Science, 11(2), 177–195. https://doi.org/10.1108/IJIS-08-2018-0083
Lamberton, C., & Stephen, A. T. (2016). A thematic exploration of digital, social media, and mobile marketing: Research evolution from 2000 to 2015 and an agenda for future inquiry. Journal of Marketing, 80(6), 146–172. https://doi.org/10.1509/jm.15.0415
Matarazzo, M., Penco, L., Profumo, G., & Quaglia, R. (2021). Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective. Journal of Business Research, 123, 642–656. https://doi.org/10.1016/j.jbusres.2020.10.033
Media Center Riau. (2023, December 5). Sekdaprov Riau resmikan Jelajah UMKM Riau 2023, semoga lancar dan sukses. Pemerintah Provinsi Riau. Retrieved from https://ppid.riau.go.id/berita/12157/index.html
Nguyen, P. H., Nguyen, T. H., & Nguyen, T. X. T. (2023). Factors affecting the adoption of online marketing channels in SMEs: An empirical survey in the north of Vietnam. VNU Journal of Economics and Business, 3(2), 79–90. https://doi.org/10.57110/vnujeb.v2i6.162
OECD. (2023). OECD SME and entrepreneurship outlook 2023. OECD Publishing. https://doi.org/10.1787/342b8564-en
Papadopoulos, T., Baltas, K. N., & Balta, M. E. (2020). The use of digital technologies by small and medium enterprises during COVID-19: Implications for theory and practice. International Journal of Information Management, 55, 102192. https://doi.org/10.1016/j.ijinfomgt.2020.102192
PPID Provinsi Riau. (2025, May 14). Agar semakin berkembang, UMKM harus manfaatkan digitalisasi. Pemerintah Provinsi Riau. Retrieved from https://ppid.riau.go.id/berita/20599/agar-semakin-berkembang--umkm-harus--manfaatkan-digitalisasi
Santos, S., Gonçalves, H. M., & Teles, M. (2023). Social media engagement and real-time marketing: Using net-effects and set-theoretic approaches to understand audience and content-related effects. Psychology & Marketing, 40(3), 497–515. https://doi.org/10.1002/mar.21756
Teece, D. J. (2018). Business models and dynamic capabilities. Long Range Planning, 51(1), 40–49. https://doi.org/10.1016/j.lrp.2017.06.007
Teng, X., Wu, Z., & Yang, F. (2022). Research on the relationship between digital transformation and performance of SMEs. Sustainability, 14(10), 6012. https://doi.org/10.3390/su14106012
Trainor, K. J., Andzulis, J. (Mick), Rapp, A., & Agnihotri, R. (2014). Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM. Journal of Business Research, 67(6), 1201–1208. https://doi.org/10.1016/j.jbusres.2013.05.002
United Nations Development Programme. (2023, September 5). Digital skills: Needs and opportunities. Retrieved from https://www.undp.org/sites/g/files/zskgke326/files/2023-09/digital_skills_needs_and_opportunities.pdf
van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in Human Behavior, 72, 577–588. https://doi.org/10.1016/j.chb.2017.03.010
Vial, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118–144. https://doi.org/10.1016/j.jsis.2019.01.003
World Bank. (2024). Building digital literacy and skills to reflect the needs of the job market. Retrieved from https://documents1.worldbank.org/curated/en/099714205022428058/pdf/IDU18de6d0dd130d5146e2181b51803ab8411275.pdf
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