Main Article Content
Abstract
The use of digital channels does not always lead to better business performance; therefore, it is important to understand how digital marketing translates into marketing outcomes. This study aims to examine the effect of digital marketing on marketing performance, with product innovation and competitiveness acting as parallel mediators, amongst micro, small and medium-sized enterprises (MSMEs) in the food and beverage sector in Yogyakarta. This study employs a quantitative approach using a cross-sectional survey via an online questionnaire administered to 107 MSME owners or managers selected through purposive sampling. The data were analysed using partial least squares–structural equation modelling (PLS-SEM) with SmartPLS 4, based on dynamic capabilities theory. Digital marketing does not have a direct effect on marketing performance. However, digital marketing has a positive effect on product innovation and competitiveness, both of which in turn have a positive effect on marketing performance. Product innovation and competitiveness were found to mediate the effect of digital marketing on marketing performance. The effect of digital marketing on product innovation is the strongest relationship, whilst competitiveness has a greater effect on marketing performance than product innovation. These findings indicate that the benefits of digital marketing depend on the ability to transform customer information into product innovations and enhanced competitiveness.
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References
- Adiyono, N. G., Rahmat, T. Y., & Anindita, R. (2021). Digital marketing strategies to increase online business sales through social media. Journal of Humanities, Social Science, Public Administration and Management (HUSOCPUMENT), 1(2), 31-37. https://doi.org/10.51715/husocpument.v1i2.58
- Apasrawirote, D., Yawised, K., & Muneesawang, P. (2022). Digital marketing capability: the mystery of business capabilities. Marketing Intelligence & Planning, 40(4), 477-496. https://doi.org/10.1108/MIP-11-2021-0399
- Arista, S. W., & Hermawan, S. (2025). Improving MSME performance based on digital marketing, intellectual capital, product innovation and competitive advantage. Jurnal Manajemen Bisnis, 16(2), 526-557. https://doi.org/10.18196/mb.v16i2.25192
- Bruce, E., Zhao, S., Ying, D., Meng, Y., Amoah, J., & Egala, S. B. (2023). The effect of digital marketing adoption on SMEs sustainable growth: Empirical evidence from Ghana. Sustainability (Switzerland). https://doi.org/10.3390/su15064760
- Chinakidzwa, M., & Phiri, M. (2020). Exploring digital marketing resources, capabilities and market performance of small to medium agro-processors. A conceptual model. Journal of Business and Retail Management Research, 14(02), 1-14.
- Dahmiri, D., Junaidi, J., Johannes, J., Yacob, S., & Indrawijaya, S. (2024). The impact of market orientation on marketing performance: exploring the moderating role of competitive advantage. Business: Theory and Practice, 25(1), 164-174. https://doi.org/10.3846/btp.2024.20174
- Dobričanin, S., & Aleksić, I. (2025). Strategic management and digital marketing: analysis of their integration in modern business from the aspect of competitive advantage. BizInfo Blace, 16(2), 47-57. https://doi.org/10.71159/bizinfo250025D
- Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
- Graciafernandy, M. A., Usriyono, E., & Istiyawari, L. (2024). Enhancing Marketing Performance of SMEs through Competitive Advantage. In Proceeding International Conference on Religion, Science and Education, 3, 587-596.
- Grewal, D., Hulland, J., Kopalle, P. K., & Karahanna, E. (2020). The future of technology and marketing: A multidisciplinary perspective. Journal of the Academy of Marketing Science, 48(1), 1-8. https://doi.org/10.1007/s11747-019-00711-4
- Hadrian, P., Milichovský, F., & Mráček, P. (2021). The concept of strategic control in marketing management in connection to measuring marketing performance. Sustainability, 13(7), 3887. https://doi.org/10.3390/su13073887
- 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.
- 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.
- Indrayani, S., Mira, Muttiarni, Arman, A., & Muhaimin. (2025). The Role of Innovation Mediation on the Influence of Digital Marketing Capabilities on MSME Marketing Performance in Makassar . Asian Journal of Management, Entrepreneurship and Social Science, 5(03), 920-940. https://doi.org/10.63922/ajmesc.v5i03.1417
- Jung, S. U., & Shegai, V. (2023). The impact of digital marketing innovation on firm performance: Mediation by marketing capability and moderation by firm size. Sustainability, 15(7), 5711. https://doi.org/10.3390/su15075711
- Kabiraj, S., & Joghee, S. (2023). Improving marketing performance: How business analytics contribute to digital marketing. International Journal of Technology Innovation and Management (IJTIM), 3(1), 9-18. https://doi.org/10.1016/j.joitmc.2023.100034
- Keelson, S. A., Cúg, J., Amoah, J., Petráková, Z., Addo, J. O., & Jibril, A. B. (2024). The influence of market competition on SMEs’ performance in emerging economies: Does process innovation moderate the relationship?. Economies, 12(11), 282. https://doi.org/10.3390/economies12110282
- Kocak, A., Carsrud, A., & Oflazoglu, S. (2017). Market, entrepreneurial, and technology orientations: impact on innovation and firm performance. Management Decision, 55(2), 248-270. https://doi.org/10.1108/MD-04-2015-0146
- Maulana, R., Alhidayatullah, A., & Setiadi, S. (2025). MSME Sustainability Strategy Through the Application of Digital Marketing and Product Innovation in the VUCA Era: A Study of SMEs in Sukabumi City. International Journal of Economics, Management and Accounting (IJEMA), 3(4), 366-383. https://doi.org/10.47353/ijema.v3i4.346
- Munandar, J. M., Cahyadi, E. R., & Andrianto, M. S. (2025). The impacts of business sustainability factors on competitiveness and marketing performance: an exploratory approach to the case of Indonesian micro-, small, and medium enterprises. Sustainability, 17(10), 4593. https://doi.org/10.3390/su17104593
- Oduro, S., & Mensah-Williams, E. (2023). Marketing capabilities and competitive performance in the SMEs context: A bi-theoretical perspective. Journal of Small Business Strategy, 33(2), 17-35. https://doi.org/10.53703/001c.77458
- Opazo-Basáez, M., Vendrell-Herrero, F., & Bustinza, O. F. (2022). Digital service innovation: a paradigm shift in technological innovation. Journal of Service Management, 33(1), 97-120. https://doi.org/10.1108/JOSM-11-2020-0427
- Patma, T. S., Wardana, L. W., Wibowo, A., Narmaditya, B. S., & Akbarina, F. (2021). The impact of social media marketing for Indonesian SMEs sustainability: Lesson from Covid-19 pandemic. Cogent Business & Management, 8(1), 1953679. https://doi.org/10.1080/23311975.2021.1953679
- Rajagopal, S., & Vinayachandran, V. (2026). Digital marketing adoption and restaurants’ performance: an analysis through the lens of TOE. Cogent Business & Management, 13(1), 2643020. https://doi.org/10.1080/23311975.2026.2643020
- Safitri, H., Audiah, S., & Edmond, D. (2026). Digital marketing strategy in digital business to enhance msme competitiveness. Startupreneur Business Digital (SABDA Journal), 5(1), 78-87. https://doi.org/10.33050/sabda.v5i1.1048
- Salhab, H. A. (2024). Analytical study on the impact of digital marketing strategies and performance of small and medium-sized companies. International Journal of Religion, 5(7), 248-255. https://doi.org/10.61707/aars0p68
- Şenyapar, H. N. D. (2024). The future of marketing: The transformative power of artificial intelligence. International Journal of Management and Administration, 8(15), 1-19.
- Sudari, S. A., & Pambreni, Y. (2024). Relationship marketing and digital marketing on competitive advantage in enhancing SMEs marketing performance at Semarang regency. Jambura Science of Management, 6(1), 41-50.
- Sudarti, K., & Dewi, P. W. P. (2022). Improving marketing performance and product innovation capability through digital knowledge sharing: a case study in SMEs food processing. Journal The Winners, 23(2), 121-130. https://doi.org/10.21512/tw.v23i2.8060
- Sudirjo, F. (2023). Marketing strategy in improving product competitiveness in the global market. Journal of Contemporary Administration and Management (ADMAN), 1(2), 63-69. https://doi.org/10.61100/adman.v1i2.24
- Teece, D. J. (2007). Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance. Strategic management journal, 28(13), 1319-1350. https://doi.org/10.1002/smj.640
- Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic management journal, 18(7), 509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
- Tirtayasa, S., & Rahmadana, M. F. (2023). Mediating Effect of Product Innovation on Market Orientation and Marketing Performance of SME'S During the COVID-19 Pandemic in Indonesia. International Journal of Sustainable Development & Planning, 18(2), 393. https://doi.org/10.18280/ijsdp.180207
- Toni, D. D., Reche, R. A., & Milan, G. S. (2022). Effects of market orientation, innovation strategies and value-based pricing on market performance. International Journal of Productivity and Performance Management, 71(8), 3556-3580. https://doi.org/10.1108/IJPPM-08-2020-0414
- Vărzaru, A. A., & Bocean, C. G. (2024). Digital transformation and innovation: The influence of digital technologies on turnover from innovation activities and types of innovation. Systems, 12(9), 359. https://doi.org/10.3390/systems12090359
- Vitsentzatou, E., Tsoulfas, G. T., & Mihiotis, A. N. (2022). The digital transformation of the marketing mix in the food and beverage service supply chain: A grey DEMATEL approach. Sustainability, 14(22), 15228. https://doi.org/10.3390/su142215228
- Zahara, Z., Ikhsan, Santi, I. N., & Farid. (2023). Entrepreneurial marketing and marketing performance through digital marketing capabilities of SMEs in post-pandemic recovery. Cogent Business & Management, 10(2), 2204592. https://doi.org/10.1080/23311975.2023.2204592
- Zhang, L., Guo, Y., Li, B., Yao, M., Miao, M., & Wu, C. H. (2025). Research on the relationship between digital marketing and corporate performance: The mediating role of information dynamic capability. Journal of Organizational and End User Computing (JOEUC), 37(1), 1-23. https://doi.org/10.4018/JOEUC.369156
- Zhao, X., Lynch Jr, J. G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. https://doi.org/10.1086/651257
References
Adiyono, N. G., Rahmat, T. Y., & Anindita, R. (2021). Digital marketing strategies to increase online business sales through social media. Journal of Humanities, Social Science, Public Administration and Management (HUSOCPUMENT), 1(2), 31-37. https://doi.org/10.51715/husocpument.v1i2.58
Apasrawirote, D., Yawised, K., & Muneesawang, P. (2022). Digital marketing capability: the mystery of business capabilities. Marketing Intelligence & Planning, 40(4), 477-496. https://doi.org/10.1108/MIP-11-2021-0399
Arista, S. W., & Hermawan, S. (2025). Improving MSME performance based on digital marketing, intellectual capital, product innovation and competitive advantage. Jurnal Manajemen Bisnis, 16(2), 526-557. https://doi.org/10.18196/mb.v16i2.25192
Bruce, E., Zhao, S., Ying, D., Meng, Y., Amoah, J., & Egala, S. B. (2023). The effect of digital marketing adoption on SMEs sustainable growth: Empirical evidence from Ghana. Sustainability (Switzerland). https://doi.org/10.3390/su15064760
Chinakidzwa, M., & Phiri, M. (2020). Exploring digital marketing resources, capabilities and market performance of small to medium agro-processors. A conceptual model. Journal of Business and Retail Management Research, 14(02), 1-14.
Dahmiri, D., Junaidi, J., Johannes, J., Yacob, S., & Indrawijaya, S. (2024). The impact of market orientation on marketing performance: exploring the moderating role of competitive advantage. Business: Theory and Practice, 25(1), 164-174. https://doi.org/10.3846/btp.2024.20174
Dobričanin, S., & Aleksić, I. (2025). Strategic management and digital marketing: analysis of their integration in modern business from the aspect of competitive advantage. BizInfo Blace, 16(2), 47-57. https://doi.org/10.71159/bizinfo250025D
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
Graciafernandy, M. A., Usriyono, E., & Istiyawari, L. (2024). Enhancing Marketing Performance of SMEs through Competitive Advantage. In Proceeding International Conference on Religion, Science and Education, 3, 587-596.
Grewal, D., Hulland, J., Kopalle, P. K., & Karahanna, E. (2020). The future of technology and marketing: A multidisciplinary perspective. Journal of the Academy of Marketing Science, 48(1), 1-8. https://doi.org/10.1007/s11747-019-00711-4
Hadrian, P., Milichovský, F., & Mráček, P. (2021). The concept of strategic control in marketing management in connection to measuring marketing performance. Sustainability, 13(7), 3887. https://doi.org/10.3390/su13073887
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.
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.
Indrayani, S., Mira, Muttiarni, Arman, A., & Muhaimin. (2025). The Role of Innovation Mediation on the Influence of Digital Marketing Capabilities on MSME Marketing Performance in Makassar . Asian Journal of Management, Entrepreneurship and Social Science, 5(03), 920-940. https://doi.org/10.63922/ajmesc.v5i03.1417
Jung, S. U., & Shegai, V. (2023). The impact of digital marketing innovation on firm performance: Mediation by marketing capability and moderation by firm size. Sustainability, 15(7), 5711. https://doi.org/10.3390/su15075711
Kabiraj, S., & Joghee, S. (2023). Improving marketing performance: How business analytics contribute to digital marketing. International Journal of Technology Innovation and Management (IJTIM), 3(1), 9-18. https://doi.org/10.1016/j.joitmc.2023.100034
Keelson, S. A., Cúg, J., Amoah, J., Petráková, Z., Addo, J. O., & Jibril, A. B. (2024). The influence of market competition on SMEs’ performance in emerging economies: Does process innovation moderate the relationship?. Economies, 12(11), 282. https://doi.org/10.3390/economies12110282
Kocak, A., Carsrud, A., & Oflazoglu, S. (2017). Market, entrepreneurial, and technology orientations: impact on innovation and firm performance. Management Decision, 55(2), 248-270. https://doi.org/10.1108/MD-04-2015-0146
Maulana, R., Alhidayatullah, A., & Setiadi, S. (2025). MSME Sustainability Strategy Through the Application of Digital Marketing and Product Innovation in the VUCA Era: A Study of SMEs in Sukabumi City. International Journal of Economics, Management and Accounting (IJEMA), 3(4), 366-383. https://doi.org/10.47353/ijema.v3i4.346
Munandar, J. M., Cahyadi, E. R., & Andrianto, M. S. (2025). The impacts of business sustainability factors on competitiveness and marketing performance: an exploratory approach to the case of Indonesian micro-, small, and medium enterprises. Sustainability, 17(10), 4593. https://doi.org/10.3390/su17104593
Oduro, S., & Mensah-Williams, E. (2023). Marketing capabilities and competitive performance in the SMEs context: A bi-theoretical perspective. Journal of Small Business Strategy, 33(2), 17-35. https://doi.org/10.53703/001c.77458
Opazo-Basáez, M., Vendrell-Herrero, F., & Bustinza, O. F. (2022). Digital service innovation: a paradigm shift in technological innovation. Journal of Service Management, 33(1), 97-120. https://doi.org/10.1108/JOSM-11-2020-0427
Patma, T. S., Wardana, L. W., Wibowo, A., Narmaditya, B. S., & Akbarina, F. (2021). The impact of social media marketing for Indonesian SMEs sustainability: Lesson from Covid-19 pandemic. Cogent Business & Management, 8(1), 1953679. https://doi.org/10.1080/23311975.2021.1953679
Rajagopal, S., & Vinayachandran, V. (2026). Digital marketing adoption and restaurants’ performance: an analysis through the lens of TOE. Cogent Business & Management, 13(1), 2643020. https://doi.org/10.1080/23311975.2026.2643020
Safitri, H., Audiah, S., & Edmond, D. (2026). Digital marketing strategy in digital business to enhance msme competitiveness. Startupreneur Business Digital (SABDA Journal), 5(1), 78-87. https://doi.org/10.33050/sabda.v5i1.1048
Salhab, H. A. (2024). Analytical study on the impact of digital marketing strategies and performance of small and medium-sized companies. International Journal of Religion, 5(7), 248-255. https://doi.org/10.61707/aars0p68
Şenyapar, H. N. D. (2024). The future of marketing: The transformative power of artificial intelligence. International Journal of Management and Administration, 8(15), 1-19.
Sudari, S. A., & Pambreni, Y. (2024). Relationship marketing and digital marketing on competitive advantage in enhancing SMEs marketing performance at Semarang regency. Jambura Science of Management, 6(1), 41-50.
Sudarti, K., & Dewi, P. W. P. (2022). Improving marketing performance and product innovation capability through digital knowledge sharing: a case study in SMEs food processing. Journal The Winners, 23(2), 121-130. https://doi.org/10.21512/tw.v23i2.8060
Sudirjo, F. (2023). Marketing strategy in improving product competitiveness in the global market. Journal of Contemporary Administration and Management (ADMAN), 1(2), 63-69. https://doi.org/10.61100/adman.v1i2.24
Teece, D. J. (2007). Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance. Strategic management journal, 28(13), 1319-1350. https://doi.org/10.1002/smj.640
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic management journal, 18(7), 509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
Tirtayasa, S., & Rahmadana, M. F. (2023). Mediating Effect of Product Innovation on Market Orientation and Marketing Performance of SME'S During the COVID-19 Pandemic in Indonesia. International Journal of Sustainable Development & Planning, 18(2), 393. https://doi.org/10.18280/ijsdp.180207
Toni, D. D., Reche, R. A., & Milan, G. S. (2022). Effects of market orientation, innovation strategies and value-based pricing on market performance. International Journal of Productivity and Performance Management, 71(8), 3556-3580. https://doi.org/10.1108/IJPPM-08-2020-0414
Vărzaru, A. A., & Bocean, C. G. (2024). Digital transformation and innovation: The influence of digital technologies on turnover from innovation activities and types of innovation. Systems, 12(9), 359. https://doi.org/10.3390/systems12090359
Vitsentzatou, E., Tsoulfas, G. T., & Mihiotis, A. N. (2022). The digital transformation of the marketing mix in the food and beverage service supply chain: A grey DEMATEL approach. Sustainability, 14(22), 15228. https://doi.org/10.3390/su142215228
Zahara, Z., Ikhsan, Santi, I. N., & Farid. (2023). Entrepreneurial marketing and marketing performance through digital marketing capabilities of SMEs in post-pandemic recovery. Cogent Business & Management, 10(2), 2204592. https://doi.org/10.1080/23311975.2023.2204592
Zhang, L., Guo, Y., Li, B., Yao, M., Miao, M., & Wu, C. H. (2025). Research on the relationship between digital marketing and corporate performance: The mediating role of information dynamic capability. Journal of Organizational and End User Computing (JOEUC), 37(1), 1-23. https://doi.org/10.4018/JOEUC.369156
Zhao, X., Lynch Jr, J. G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. https://doi.org/10.1086/651257