Adoption of Digitalization in SMEs Using the TOE Framework and Advanced Analyses

Authors

  • Annastasya Risqi A a. Department of Accounting, Faculty of Economic, Universitas Muhammadiyah Surakarta, Surakarta Indonesia

DOI:

https://doi.org/10.69725/jebi.v1i2.174

Keywords:

Digitalization, SMEs, TOE Framework, Technological Readiness, External Market Forces

Abstract

Objective: The objective of this study is to investigate the influencing factors that lead to the adoption of digitalization in small and medium-sized enterprises (SMEs), taking into account the interaction of technological, organizational, environmental, and outside market dimensions based on the Technology-Organization-Environment (TOE) framework.
Method: A quantitative approach was adopted that included using a structured survey to gather data from 200 SME managers from three main industries: manufacturing, services, and retail. For testing the relationships of TOE dimensions and digitalization adoption and the moderating effect of technological readiness, data were analyzed using Structural Equation Modeling (SEM).
Results: It finds that all three dimensions of the TOE model, i.e., technological, organizational, and environmental, have a significan positive effects on SMEs' digital technology adoption. The study further establishes external market forces as a key mediator between the relationship of the dimensions and digitalization. It was discovered that the technological preparation level moderates the adoption phase, adding to the agility with which SMEs embody digital technologies.
Originality: The significance of this research lies in the fact that it uses empirical evidence to exhibit how external market factors mediate the relationship between TOE dimensions and digitalization adoption. It emphasises the role of technological readiness and market forces in informing SMEs' digital transformation strategies, which has been largely overlooked in prior research.
Implications: These findings hold significant implications for SMEs and policymakers alike. SMEs investment on in-house Technological Readiness enable digitalization, while innovative Digital Technologies adoption by SMEs would need favorable exogenous Environmental Mullions alignment from the Government Policymakers Future research can also consider more moderating variables and use longitudinal designs to capture the changing nature of digitalization in SMEs

Downloads

Download data is not yet available.

Author Biography

  • Annastasya Risqi A, a. Department of Accounting, Faculty of Economic, Universitas Muhammadiyah Surakarta, Surakarta Indonesia

    Annastasya Risqi Arifia., S.Ak., M.Ak.,
    Department of Accounting, Faculty of Economic, Universitas Muhammadiyah Surakarta, Surakarta Indonesia

References

Baker, P. M. A., Gaspard, H., & Zhu, J. A. (2022). Industry 4.0/Digitalization and networks of innovation in the North American regional context. In Industry 4.0 and Digitization (pp. 128–142). Routledge. DOI: https://doi.org/10.4324/9781003292197-9

Basarir-Ozel, B., Nasir, V. A., & Turker, H. B. (2023). Determinants of smart home adoption and differences across technology readiness segments. Technological Forecasting and Social Change, 197, 122924. https://doi.org/https://doi.org/10.1016/j.techfore.2023.122924 DOI: https://doi.org/10.1016/j.techfore.2023.122924

Battistoni, E., Gitto, S., Murgia, G., & Campisi, D. (2023). Adoption paths of digital transformation in manufacturing SME. International Journal of Production Economics, 255, 108675. https://doi.org/https://doi.org/10.1016/j.ijpe.2022.108675 DOI: https://doi.org/10.1016/j.ijpe.2022.108675

Blichfeldt, H., & Faullant, R. (2021). Performance effects of digital technology adoption and product & service innovation – A process-industry perspective. Technovation, 105, 102275. https://doi.org/https://doi.org/10.1016/j.technovation.2021.102275 DOI: https://doi.org/10.1016/j.technovation.2021.102275

Chen, W., & Filieri, R. (2024). Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations. Technological Forecasting and Social Change, 206, 123529. https://doi.org/https://doi.org/10.1016/j.techfore.2024.123529 DOI: https://doi.org/10.1016/j.techfore.2024.123529

Cruz-Cárdenas, J., Guadalupe-Lanas, J., Ramos-Galarza, C., & Palacio-Fierro, A. (2021). Drivers of technology readiness and motivations for consumption in explaining the tendency of consumers to use technology-based services. Journal of Business Research, 122, 217–225. https://doi.org/https://doi.org/10.1016/j.jbusres.2020.08.054 DOI: https://doi.org/10.1016/j.jbusres.2020.08.054

Du, S., Huang, C., Yan, X., & Tang, W. (2024). Voluntary green technology adoption: The effects of regulatory uncertainty and competition. European Journal of Operational Research, 315(2), 528–540. https://doi.org/https://doi.org/10.1016/j.ejor.2023.11.042 DOI: https://doi.org/10.1016/j.ejor.2023.11.042

Hussain, M., & Papastathopoulos, A. (2022). Organizational readiness for digital financial innovation and financial resilience. International Journal of Production Economics, 243, 108326. https://doi.org/https://doi.org/10.1016/j.ijpe.2021.108326 DOI: https://doi.org/10.1016/j.ijpe.2021.108326

Jafari-Sadeghi, V., Garcia-Perez, A., Candelo, E., & Couturier, J. (2021). Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation. Journal of Business Research, 124, 100–111. https://doi.org/https://doi.org/10.1016/j.jbusres.2020.11.020 DOI: https://doi.org/10.1016/j.jbusres.2020.11.020

Jing, Y., Wang, C., Chen, Y., Wang, H., Yu, T., & Shadiev, R. (2024). Bibliometric mapping techniques in educational technology research: A systematic literature review. Education and Information Technologies, 29(8), 9283–9311. DOI: https://doi.org/10.1007/s10639-023-12178-6

Karim, S., Naz, F., Naeem, M. A., & Vigne, S. A. (2022). Is FinTech providing effective solutions to Small and Medium Enterprises (SMEs) in ASEAN countries? Economic Analysis and Policy, 75, 335–344. https://doi.org/https://doi.org/10.1016/j.eap.2022.05.019 DOI: https://doi.org/10.1016/j.eap.2022.05.019

Kebebe, E. (2019). Bridging technology adoption gaps in livestock sector in Ethiopia: A innovation system perspective. Technology in Society, 57, 30–37. https://doi.org/https://doi.org/10.1016/j.techsoc.2018.12.002 DOI: https://doi.org/10.1016/j.techsoc.2018.12.002

Kumar, P., Bhamu, J., & Sangwan, K. S. (2021). Analysis of Barriers to Industry 4.0 adoption in Manufacturing Organizations: an ISM Approach. Procedia CIRP, 98, 85–90. https://doi.org/https://doi.org/10.1016/j.procir.2021.01.010 DOI: https://doi.org/10.1016/j.procir.2021.01.010

Kurniawan, T. A., Dzarfan Othman, M. H., Hwang, G. H., & Gikas, P. (2022). Unlocking digital technologies for waste recycling in Industry 4.0 era: A transformation towards a digitalization-based circular economy in Indonesia. Journal of Cleaner Production, 357, 131911. https://doi.org/https://doi.org/10.1016/j.jclepro.2022.131911 DOI: https://doi.org/10.1016/j.jclepro.2022.131911

Liu, Y., Dong, J., Mei, L., & Shen, R. (2023). Digital innovation and performance of manufacturing firms: An affordance perspective. Technovation, 119, 102458. https://doi.org/https://doi.org/10.1016/j.technovation.2022.102458 DOI: https://doi.org/10.1016/j.technovation.2022.102458

Liu, Z., Han, S., Li, C., Gupta, S., & Sivarajah, U. (2022). Leveraging customer engagement to improve the operational efficiency of social commerce start-ups. Journal of Business Research, 140, 572–582. https://doi.org/https://doi.org/10.1016/j.jbusres.2021.11.024 DOI: https://doi.org/10.1016/j.jbusres.2021.11.024

N’Dri, A. B., & Su, Z. (2024). Successful configurations of technology–organization–environment factors in digital transformation: Evidence from exporting small and medium-sized enterprises in the manufacturing industry. Information & Management, 61(7), 104030. https://doi.org/https://doi.org/10.1016/j.im.2024.104030 DOI: https://doi.org/10.1016/j.im.2024.104030

Raya, A. B., Andiani, R., Siregar, A. P., Prasada, I. Y., Indana, F., Simbolon, T. G. Y., Kinasih, A. T., & Nugroho, A. D. (2021). Challenges, Open Innovation, and Engagement Theory at Craft SMEs: Evidence from Indonesian Batik. Journal of Open Innovation: Technology, Market, and Complexity, 7(2), 121. https://doi.org/https://doi.org/10.3390/joitmc7020121 DOI: https://doi.org/10.3390/joitmc7020121

Rodríguez‐Pose, A. (2020). Institutions and the fortunes of territories. Regional Science Policy & Practice, 12(3), 371–386. https://doi.org/https://doi.org/10.1111/rsp3.12277 DOI: https://doi.org/10.1111/rsp3.12277

Rosenbloom, D., Meadowcroft, J., & Cashore, B. (2019). Stability and climate policy? Harnessing insights on path dependence, policy feedback, and transition pathways. Energy Research & Social Science, 50, 168–178. https://doi.org/https://doi.org/10.1016/j.erss.2018.12.009 DOI: https://doi.org/10.1016/j.erss.2018.12.009

Sarkar, S., & Osiyevskyy, O. (2018). Organizational change and rigidity during crisis: A review of the paradox. European Management Journal, 36(1), 47–58. https://doi.org/https://doi.org/10.1016/j.emj.2017.03.007 DOI: https://doi.org/10.1016/j.emj.2017.03.007

Su, J., Zhang, Y., & Wu, X. (2023). How market pressures and organizational readiness drive digital marketing adoption strategies’ evolution in small and medium enterprises. Technological Forecasting and Social Change, 193, 122655. https://doi.org/https://doi.org/10.1016/j.techfore.2023.122655 DOI: https://doi.org/10.1016/j.techfore.2023.122655

Tornatzky, G., Eveland, J. D., & Fleischer, M. (1939). Technological Innovation as a Process. Jet Propulsion, 1950s.

Widiastuti, T., Al-shami, S. A., Mawardi, I., Zulaikha, S., Haron, R., Kasri, R. A., Mustofa, M. U. Al, & Dewi, E. P. (2024). Capturing the barriers and strategic solutions for women empowerment: Delphy analytical network process. Journal of Open Innovation: Technology, Market, and Complexity, 10(3), 100345. https://doi.org/https://doi.org/10.1016/j.joitmc.2024.100345 DOI: https://doi.org/10.1016/j.joitmc.2024.100345

Zhang, Y., Sun, J., Yang, Z., & Wang, Y. (2020). Critical success factors of green innovation: Technology, organization and environment readiness. Journal of Cleaner Production, 264, 121701. https://doi.org/https://doi.org/10.1016/j.jclepro.2020.121701 DOI: https://doi.org/10.1016/j.jclepro.2020.121701

Published

2024-07-10

Issue

Section

Articles

How to Cite

Risqi Arifia, A. (2024). Adoption of Digitalization in SMEs Using the TOE Framework and Advanced Analyses. Journal Economic Business Innovation, 1(2), 180-194. https://doi.org/10.69725/jebi.v1i2.174

Share