Mendorong Inovasi Produk Dan Daya Saing Global UMKM Kreatif Melalui Adopsi Teknologi Artificial Intelligence
DOI:
https://doi.org/10.32534/jv.v20i3.8033Keywords:
AI adoption, Product innovation, Competitiveness, MSMEs, CraftsAbstract
Tasikmalaya's craft MSMEs have great economic potential, but their competitiveness is hampered by limited technology and product innovation. This study aims to analyze the effect of AI adoption on product innovation and the competitiveness of creative MSMEs, and to examine the role of product innovation as a mediator in this relationship. The study used a quantitative approach with a survey method of creative MSMEs in Tasikmalaya. The collected data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM–PLS). The results show that AI adoption has a significant positive effect on product innovation, and product innovation has a significant effect on competitiveness. In addition, product innovation is proven to partially mediate the relationship between AI adoption and MSME competitiveness. These findings enrich the application of the Technology–Organization–Environment (TOE) framework by emphasizing the strategic role of product innovation as a mechanism for technological transformation towards competitive advantage. Practically, the research findings emphasize the importance of improving digital literacy, AI-based training, and developing an innovation ecosystem that supports local MSMEs to compete in the global market. This study provides theoretical and practical contributions to strengthening the transformation of a green creative economy based on local resources.
References
Al-Omoush, K. S., Ribeiro-Navarrete, S., Lassala, C., & Skare, M. (2022). Networking and knowledge creation: Social capital and collaborative innovation in responding to the COVID-19 crisis. Journal of Innovation & Knowledge, 7(2), 100181. https://doi.org/10.1016/j.jik.2022.100181
Al-Sharafi, M. A., Al-Emran, M., Arpaci, I., Iahad, N. A., AlQudah, A. A., Iranmanesh, M., & Al-Qaysi, N. (2023). Generation Z use of artificial intelligence products and its impact on environmental sustainability: A cross-cultural comparison. Computers in Human Behavior, 143, 107708. https://doi.org/10.1016/j.chb.2023.107708
Al-Sharafi, M. A., Iranmanesh, M., Al-Emran, M., Alzahrani, A. I., Herzallah, F., & Jamil, N. (2023). Determinants of cloud computing integration and its impact on sustainable performance in SMEs: An empirical investigation using the SEM-ANN approach. Heliyon, 9(5). https://www.cell.com/heliyon/fulltext/S2405-8440(23)03506-5
Ali Qalati, S., Li, W., Ahmed, N., Ali Mirani, M., & Khan, A. (2020). Examining the Factors Affecting SME Performance: The Mediating Role of Social Media Adoption. Sustainability, 13(1), 75. https://doi.org/10.3390/su13010075
Alrousan, M. K., Al-Adwan, A. S., Al-Madadha, A., & Al Khasawneh, M. H. (2021). Factors affecting the adoption of E-Marketing by decision makers in SMEs: Evidence from Jordan. In Research Anthology on Small Business Strategies for Success and Survival (pp. 887–915). IGI Global. https://doi.org/10.4018/978-1-7998-9155-0.ch044
Baker, J. (2011). The technology–organization–environment framework. Information Systems Theory: Explaining and Predicting Our Digital Society, Vol. 1, 231–245. https://doi.org/10.1007/978-1-4419-6108-2_12
Bamfo, B. A., & Kraa, J. J. (2019). Market orientation and performance of small and medium enterprises in Ghana: The mediating role of innovation. Cogent Business & Management, 6(1), 1605703. https://doi.org/10.1080/23311975.2019.1605703
Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Barney, J. B. (1991). The resource based view of strategy: Origins, implications, and prospects. Journal of Management, 17(1), 97–211.
Bea Cukai Tasikmalaya. (2023). Anyaman Mendong Tembus Pasar Internasional. https://www.beacukai.go.id
Bougie, R., & Sekaran, U. (2019). Research methods for business: A skill building approach. john wiley & sons.
Chatterjee, S., Rana, N. P., Dwivedi, Y. K., & Baabdullah, A. M. (2021). Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model. Technological Forecasting and Social Change, 170, 120880. https://doi.org/10.1016/j.techfore.2021.120880
Chemo Dzukou, K. R., Duvaleix, S., & Latouche, K. (2025). Product innovation and export strategy. Journal of Economics & Management Strategy, 34(1), 193–221. https://doi.org/10.1111/jems.12579
Chen, Y.-S., Lai, S.-B., & Wen, C.-T. (2006). The influence of green innovation performance on corporate advantage in Taiwan. Journal of Business Ethics, 67, 331–339. https://www.jstor.org/stable/25123881
Collado-Agudo, J., Herrero-Crespo, Á., & San Martín-Gutiérrez, H. (2023). The adoption of a smart destination model by tourism companies: An ecosystem approach. Journal of Destination Marketing & Management, 28, 100783. https://doi.org/10.1016/j.jdmm.2023.100783
Cooper, R. G., & Brem, A. M. (2024). The adoption of AI in new product development: Results of a multi-firm study in the US and Europe. Research-Technology Management, 67(3), 44–53. https://doi.org/10.1080/08956308.2024.2324241
Dalimunthe, M. B. (2017). Keunggulan Bersaing Melalui Orientasi Pasar dan Inovasi Produk. JKBM (Jurnal Konsep Bisnis Dan Manajemen), 3(2), 140–153. https://doi.org/10.31289/jkbm.v3i2.357
DKP3 Tasikmalaya. (2017). Data Statistik Tanaman Perkebunan Rakyat Semusim Produksi Daun Kering Komoditas Mendong Tahun 2017. https://data.tasikmalayakota.go.id/home/dinas-ketahanan-pangan-pertanian-dan-perikanan/data-statistik-tanaman-perkebunan-rakyat-semusim-produksi-daun-kering-komoditas-mendong-tahun-2017/
Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., & Eirug, A. (2021). Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 57, 101994. https://doi.org/10.1016/j.ijinfomgt.2019.08.002
Eze, S. C., Chinedu-Eze, V. C., & Bello, A. O. (2021). Some antecedent factors that shape SMEs adoption of social media marketing applications: a hybrid approach. Journal of Science and Technology Policy Management, 12(1), 41–61. https://doi.org/10.1177/21582440211006695
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
Ghozali, I. (2018). Metodologi Penelitian Skripsi dan Tesis Bisnis. Edisi Kedua. Jakarta: PT. Raja Grafindo Persada.
Ghozali, I. (2021). Partial least squares: konsep, teknik, dan aplikasi menggunakan program SmartPLS 3.2. 9 untuk penelitian empiris.
Hair, J. F. (2014). A primer on partial least squares structural equation modeling (PLS-SEM). sage.
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer Nature.
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
Jadhav, D. (2021). Understanding artificial intelligence adoption, implementation, and use in small and medium enterprises in India. Walden University.
Kotler, P., & Keller, K. L. (2016). Marketing Management (15th Editi). In England: Pearson Education Limited.
Kotler, P., & Keller, K. L. (2021). Marketing Management (16th ed.). Pearson Education.
Kuan, K. K. Y., & Chau, P. Y. K. (2001). A perception-based model for EDI adoption in small businesses using a technology–organization–environment framework. Information & Management, 38(8), 507–521. https://doi.org/10.1016/S0378-7206(01)00073-8
Mametja, T. R., Lebambo, M. M., & Tichaawa, T. M. (2023). The Adoption of Digital Technologies by Women-owned Tourism Micro-enterprises. African Journal of Hospitality, Tourism and Leisure, 12(2), 717–734. https://doi.org/10.46222/ajhtl.19770720.395
Mokhtar, N. F., & Hasan, Z. R. A. (2023). Exploring the success factor of social media marketing strategies among micro-enterprises in Malaysia. International Journal of Electronic Business, 18(3), 249–268. https://doi.org/10.1504/IJEB.2023.132184
Nazir, M. (2014). Metode Penelitian Cet. 9. Penerbit Ghalia Indonesia. Bogor, 66.
Nguyen, T. H., Le, X. C., & Vu, T. H. L. (2022). An extended technology-organization-environment (TOE) framework for online retailing utilization in digital transformation: empirical evidence from vietnam. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 200. https://doi.org/10.3390/joitmc8040200
Nikopoulou, M., Kourouthanassis, P., Chasapi, G., Pateli, A., & Mylonas, N. (2023). Determinants of digital transformation in the hospitality industry: Technological, organizational, and environmental drivers. Sustainability, 15(3), 2736. https://doi.org/10.3390/su15032736
OECD. (2021). The OECD Green Recovery Database - OECD. OECD Policy Responses to Coronavirus (COVID-19), 1–19. https://read.oecd-ilibrary.org/view/?ref=1092_1092145-fqx3tx0r1q&title=The-OECD-Green-Recovery-Database&_ga=2.101847748.457580198.1628917483-1116080430.1627056619
Pejić Bach, M., Topalović, A., & Turulja, L. (2023). Data mining usage in Italian SMEs: an integrated SEM-ANN approach. Central European Journal of Operations Research, 31(3), 941–973. https://doi.org/10.1007/s10100-022-00829-x
Porter, M. E. (1989). How competitive forces shape strategy. In Readings in strategic management (pp. 133–143). Springer. https://doi.org/10.1007/978-1-349-20317-8_10
Porter, M. E. (2011). Competitive advantage of nations: creating and sustaining superior performance. simon and schuster.
Rakshit, S., Jeyaraj, A., & Paul, T. (2023). SME performance through blockchain technologies. Journal of Computer Information Systems, 1–15. https://doi.org/10.1080/08874417.2023.2187482
Ransbotham, S., Kiron, D., Candelon, F., Khodabandeh, S., & Chu, M. (2022). Achieving individual—and organizational—value with AI. MIT Sloan Management Review. https://sloanreview.mit.edu/projects/achieving-individual-and-organizational-value-with-ai/
Salimon, M. G., Kareem, O., Mokhtar, S. S. M., Aliyu, O. A., Bamgbade, J. A., & Adeleke, A. Q. (2021). Malaysian SMEs m-commerce adoption: TAM 3, UTAUT 2 and TOE approach. Journal of Science and Technology Policy Management, 14(1), 98–126. https://doi.org/10.1108/JSTPM-06-2019-0060
Sánchez, E., Calderón, R., & Herrera, F. (2025). Artificial Intelligence Adoption in SMEs: Survey Based on TOE–DOI Framework, Primary Methodology and Challenges. Applied Sciences, 15(12), 6465. https://doi.org/10.3390/app15126465
Schilling, M. A. (2017). Strategic management of technological innovation. McGraw-Hill.
Sharma, S., Singh, G., Islam, N., & Dhir, A. (2022). Why do SMEs adopt artificial intelligence-based chatbots? IEEE Transactions on Engineering Management.
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. Retrieved from https://doi.org/10.1002/(SICI)1097-0266(199708)18:7%3C509::AID-SMJ882%3E3.0.CO;2-Z
Tiberius, V., Schwarzer, H., & Roig-Dobón, S. (2021). Radical innovations: Between established knowledge and future research opportunities. Journal of Innovation & Knowledge, 6(3), 145–153. Retrieved from https://doi.org/10.1002/(SICI)1097-0266(199708)18:7%3C509::AID-SMJ882%3E3.0.CO;2-Z
Tornatzky, L. G., Fleischer, M., & Chakrabarti, A. K. (1990). The Processes of Technological Innovation. Lexington Books. https://books.google.co.id/books?id=EotRAAAAMAAJ
Yang, J., Blount, Y., & Amrollahi, A. (2024). Artificial intelligence adoption in a professional service industry: A multiple case study. Technological Forecasting and Social Change, 201, 123251. https://doi.org/10.1016/j.techfore.2024.123251
Zhu, K., & Kraemer, K. L. (2005). Post-adoption variations in usage and value of e-business by organizations: Cross-country evidence from the retail industry. Information Systems Research, 16(1), 61–84. https://doi.org/10.1287/isre.1050.0045
Zulganef. (2013). Metode Penelitian Sosial & Bisnis. Graha Ilmu.
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