IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i9p7093-d1131037.html

Exploring the Determinants of Digital Transformation Adoption for SMEs in an Emerging Economy

Author

Listed:
  • Viet Anh Ta

    (Ph.D. Program in Business and Operations Management, Chang Jung Christian University, Tainan 71101, Taiwan
    Department of Economics, Thai Nguyen University of Economics and Business Administration, Thai Nguyen 24100, Vietnam)

  • Chieh-Yu Lin

    (Department of International Business, Chang Jung Christian University, Tainan 71101, Taiwan)

Abstract

In the fourth industrial revolution age, digital transformation is crucial to the sustainable development of small- and medium-sized businesses (SMEs). This study suggests a hierarchical model based on the Technology–Organization–Environment (TOE) model with three main dimensions and nine sub-dimensions for SMEs that implemented digital transformation in the emerging economy. The fuzzy analytic hierarchical process methodology (Fuzzy AHP) was used to explore and rank determinants of the digital transformation adoption for SMEs. Data were collected by the questionnaires from 72 respondents, who were the leaders of SMEs in Vietnam. The results revealed that the environmental factor was ranked the most important factor in the pairwise comparisons of the hierarchical structure, and the sub-dimension of the customer experience was at the highest ranking of the relative pairwise comparisons of the digital transformation adoption for SMEs, followed by technological compatibility, government support, organizational support, and human resources. This research makes contributions to the topic of digital transformation from both theoretical and practical implications. The result stresses the critical significance of environmental factors in the successful adoption of digital technologies in SMEs, which adds to the perspective in the context of a growing nation.

Suggested Citation

  • Viet Anh Ta & Chieh-Yu Lin, 2023. "Exploring the Determinants of Digital Transformation Adoption for SMEs in an Emerging Economy," Sustainability, MDPI, vol. 15(9), pages 1-13, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7093-:d:1131037
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/9/7093/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/9/7093/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eller, Robert & Alford, Philip & Kallmünzer, Andreas & Peters, Mike, 2020. "Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization," Journal of Business Research, Elsevier, vol. 112(C), pages 119-127.
    2. Wafa AlNasrallah & Farida Saleem, 2022. "Determinants of the Digitalization of Accounting in an Emerging Market: The Roles of Organizational Support and Job Relevance," Sustainability, MDPI, vol. 14(11), pages 1-15, May.
    3. Juanita Álvarez Jaramillo & Jhon Wilder Zartha Sossa & Gina Lía Orozco Mendoza, 2019. "Barriers to sustainability for small and medium enterprises in the framework of sustainable development—Literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 28(4), pages 512-524, May.
    4. Simon Feeny & Mark Rogers, 2003. "Innovation and Performance: Benchmarking Australian Firms," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 36(3), pages 253-264, September.
    5. Martín-de Castro, Gregorio & Delgado-Verde, Miriam & Navas-López, José E. & Cruz-González, Jorge, 2013. "The moderating role of innovation culture in the relationship between knowledge assets and product innovation," Technological Forecasting and Social Change, Elsevier, vol. 80(2), pages 351-363.
    6. Bansal, Anjali & Panchal, Tanvi & Jabeen, Fauzia & Mangla, Sachin Kumar & Singh, Gurmeet, 2023. "A study of human resource digital transformation (HRDT): A phenomenon of innovation capability led by digital and individual factors," Journal of Business Research, Elsevier, vol. 157(C).
    7. Premkumar, G. & Roberts, Margaret, 1999. "Adoption of new information technologies in rural small businesses," Omega, Elsevier, vol. 27(4), pages 467-484, August.
    8. Gary C. Moore & Izak Benbasat, 1991. "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation," Information Systems Research, INFORMS, vol. 2(3), pages 192-222, September.
    9. Wang, Yi-Shun & Li, Hsien-Ta & Li, Ci-Rong & Zhang, Ding-Zhong, 2016. "Factors affecting hotels' adoption of mobile reservation systems: A technology-organization-environment framework," Tourism Management, Elsevier, vol. 53(C), pages 163-172.
    10. Adnan Mustafa AlBar & Md. Rakibul Hoque, 2019. "Factors affecting the adoption of information and communication technology in small and medium enterprises: a perspective from rural Saudi Arabia," Information Technology for Development, Taylor & Francis Journals, vol. 25(4), pages 715-738, October.
    11. Schwarzmüller, Tanja & Brosi, Prisca & Duman, Denis & Welpe, Isabell M., 2018. "How Does the Digital Transformation Affect Organizations? Key Themes of Change in Work Design and Leadership," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 29(2), pages 114-138.
    12. Ta-Ching Liang & Szu-Hsien Peng, 2017. "Using Analytic Hierarchy Process to Examine the Success Factors of Autonomous Landscape Development in Rural Communities," Sustainability, MDPI, vol. 9(5), pages 1-17, May.
    13. Iveta Šimberová & Antonín Korauš & David Schüller & Lenka Širáňová & Jarmila Straková & Jan Váchal, 2022. "Threats and Opportunities in Digital Transformation in SMEs from the Perspective of Sustainability: A Case Study in the Czech Republic," Sustainability, MDPI, vol. 14(6), pages 1-17, March.
    14. Chun-Liang Chen & Yao-Chin Lin & Wei-Hung Chen & Cheng-Fu Chao & Henry Pandia, 2021. "Role of Government to Enhance Digital Transformation in Small Service Business," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    15. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    16. Saaty, Thomas L., 1994. "Homogeneity and clustering in AHP ensures the validity of the scale," European Journal of Operational Research, Elsevier, vol. 72(3), pages 598-601, February.
    17. Calabrese, Armando & Costa, Roberta & Levialdi, Nathan & Menichini, Tamara, 2019. "Integrating sustainability into strategic decision-making: A fuzzy AHP method for the selection of relevant sustainability issues," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 155-168.
    18. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    19. Henrik Hansen & John Rand & Finn Tarp, 2009. "Enterprise Growth and Survival in Vietnam: Does Government Support Matter?," Journal of Development Studies, Taylor & Francis Journals, vol. 45(7), pages 1048-1069, August.
    20. Philbin, Simon & Viswanathan, Radhakrishnan & Telukdarie, Arnesh, 2022. "Understanding how digital transformation can enable SMEs to achieve sustainable development: A systematic literature review," Small Business International Review, Asociación Española de Contabilidad y Administración de Empresas - AECA, vol. 6(1), pages 473-473, May.
    21. Jaklič, Jurij & Grublješič, Tanja & Popovič, Aleš, 2018. "The role of compatibility in predicting business intelligence and analytics use intentions," International Journal of Information Management, Elsevier, vol. 43(C), pages 305-318.
    22. Doh, Soogwan & Kim, Byungkyu, 2014. "Government support for SME innovations in the regional industries: The case of government financial support program in South Korea," Research Policy, Elsevier, vol. 43(9), pages 1557-1569.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Isaac Kofi Mensah & Muhammad Khalil Khan & Cornelius B. Pratt, 2025. "The Moderating Influence of Government Support as the Major Environmental Context on SMEs’ Adoption of Social Media Systems—from the Technology-Organization-Environment Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12567-12594, September.
    2. Hwang, Jaunghyun & Kim, Donggeun & Kim, Alex Jiyoung & Kim, Junghwan, 2026. "Small firms, big streams: How the characteristics of SMEs impact live streaming commerce performance," Telecommunications Policy, Elsevier, vol. 50(1).
    3. Ali Bux & Yongyue Zhu & Sharmila Devi, 2025. "Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation," Sustainability, MDPI, vol. 17(15), pages 1-20, July.
    4. Lin Li & Wenjing Che, 2026. "Internal logic and driving path of enterprise green innovation performance improvement under TOE framework: based on linkage effect analysis of fsQCA and NCA," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 915-936, January.
    5. Nor Azian Abdul Rahman & Zulhasni Abdul Rahim, 2024. "Exploring the Drivers, Challenges, and Opportunities of Supply Chain Technology Adoption for Small and Medium Enterprises (SMEs) in Malaysia," Information Management and Business Review, AMH International, vol. 16(3), pages 125-134.
    6. Ni Luh Putu Indiani & J. S. Keshminder & Nyoman Indra Wiratama & Genijayendra Sahya Amertha, 2025. "Unlocking e-commerce potential in SMEs: an integrative framework for adoption in emerging markets," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
    7. Qigan Shao & Changchang Jiang & James J. H. Liou & Peiyao Su & Ying Yuan & Zhu Dan, 2025. "Exploring the Influencing Factors of Digital Transformation: Empirical Results From SMEs in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(4), pages 2364-2380, June.
    8. Pham Quang Huy & Vu Kien Phuc, 2025. "Does effectiveness of digital accounting system intensify sustainable business model innovation with mediating role of digital business ecosystem?," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-41, December.
    9. Hery Syahrial & Linda Lores & Dahrul Siregar & Salma Nazwa, 2024. "Crucial Factors Influencing the Success of SMEs in the Digital Transformation Era," Information Management and Business Review, AMH International, vol. 16(3), pages 181-187.
    10. Liuxin Chen & Fan Fu & Hao Xu, 2025. "Unveiling How the Digital Economy Empowers Green Productivity: Machine Learning and FsQCA Methods," Sustainability, MDPI, vol. 17(17), pages 1-23, September.
    11. Adrián Szilárd Nagy & Fitty Valdi Arie & Octavia Diana Monica Tuegeh & Beáta Bittner & Johan Reineer Tumiwa, 2025. "Fintech adoption for SMEs in different socioeconomic contexts: evidence from Hungary and Indonesia," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-37, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xuejun Jin & Xiao Pan, 2023. "Government Attention, Market Competition and Firm Digital Transformation," Sustainability, MDPI, vol. 15(11), pages 1-27, June.
    2. Srivastava, Deepak Kumar & Kumar, Vikas & Ekren, Banu Yetkin & Upadhyay, Arvind & Tyagi, Mrinal & Kumari, Archana, 2022. "Adopting Industry 4.0 by leveraging organisational factors," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    3. Yangyang Zheng & Feng Liao & Mengling Tian, 2025. "Examining the factors influencing the digital transformation of new agricultural operating entities: insights from Zhejiang, China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    4. Yuchong Hu & Yifan Pan & Miao Yu & Peishen Chen, 2024. "RETRACTED ARTICLE: Navigating Digital Transformation and Knowledge Structures: Insights for Small and Medium-Sized Enterprises," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16311-16344, December.
    5. Muhammad Bilal & Zhao Xicang & Wu Jiying & Jan Muhammad Sohu & Sadaf Akhtar & Muhammad Iatzaz Ul Hassan, 2025. "Digital Transformation and SME Innovation: A Comprehensive Analysis of Mediating and Moderating Effects," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 1153-1182, March.
    6. Gaffar Hafiz Sagala & Dóra Őri, 2024. "Toward SMEs digital transformation success: a systematic literature review," Information Systems and e-Business Management, Springer, vol. 22(4), pages 667-719, December.
    7. Tra Lam Pham & Thi Kim Thoa Dau & Phuoc Bao An Nguyen, 2025. "The Structural Model of Software Adoption and Organizational Performance: Innovation Acceptance Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(6), pages 18388-18423, December.
    8. Feimei Liao & Yaoyao Hu & Yinghao Sun & Songqin Ye, 2024. "Does digital empowerment affect corporate green investment efficiency?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 23085-23111, September.
    9. Abhishek Tripathi, 2024. "Mapping the digitalization in SMEs of Middle East region: trends and insights from bibliometric analysis," Future Business Journal, Springer, vol. 10(1), pages 1-16, December.
    10. Venugopal Gopalakrishna-Remani & Robert Paul Jones & Kerri M. Camp, 2019. "Levels of EMR Adoption in U.S. Hospitals: An Empirical Examination of Absorptive Capacity, Institutional Pressures, Top Management Beliefs, and Participation," Information Systems Frontiers, Springer, vol. 21(6), pages 1325-1344, December.
    11. Jelena Lukić & Mirjana Misita & Dragan D. Milanović & Ankica Borota-Tišma & Aleksandra Janković, 2022. "Determining the Risk Level in Client Analysis by Applying Fuzzy Logic in Insurance Sector," Mathematics, MDPI, vol. 10(18), pages 1-17, September.
    12. Jingjing Hao & Haoming Shi & Victor Shi & Chenchen Yang, 2020. "Adoption of Automatic Warehousing Systems in Logistics Firms: A Technology–Organization–Environment Framework," Sustainability, MDPI, vol. 12(12), pages 1-14, June.
    13. Meng, Tao & Li, Qi & He, Chang & Dong, Zheng, 2025. "Research on the configuration path of manufacturing enterprises' digital servitization transformation," International Review of Economics & Finance, Elsevier, vol. 98(C).
    14. Merín-Rodrigáñez, Joan & Dasí, Àngels & Alegre, Joaquín & Hughes, Mathew, 2025. "Dynamic managerial capabilities for digital transformation in innovative SMEs: What are the effects on new product development performance?," Journal of Business Research, Elsevier, vol. 201(C).
    15. Chi-Yo Huang & Hui-Ya Wang & Chia-Lee Yang & Steven J. H. Shiau, 2020. "A Derivation of Factors Influencing the Diffusion and Adoption of an Open Source Learning Platform," Sustainability, MDPI, vol. 12(18), pages 1-27, September.
    16. Li, Na & Zhang, Xianhua, 2025. "Digital empowered business environment and enterprise innovation: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
    17. Guych Nuryyev & Yu-Ping Wang & Jennet Achyldurdyyeva & Bih-Shiaw Jaw & Yi-Shien Yeh & Hsien-Tang Lin & Li-Fan Wu, 2020. "Blockchain Technology Adoption Behavior and Sustainability of the Business in Tourism and Hospitality SMEs: An Empirical Study," Sustainability, MDPI, vol. 12(3), pages 1-21, February.
    18. Bisma Mannan & Abid Haleem, 2017. "Understanding major dimensions and determinants that help in diffusion & adoption of product innovation: using AHP approach," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 7(1), pages 1-24, December.
    19. Jianhua Zhu & Julien S. Baker & Zhiting Song & Xiao-Guang Yue & Wenqi Li, 2023. "Government regulatory policies for digital transformation in small and medium-sized manufacturing enterprises: an evolutionary game analysis," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-18, December.
    20. Patrick Held & Tim Heubeck & Reinhard Meckl, 2026. "Boosting SMEs’ digital transformation: the role of dynamic capabilities in cultivating digital leadership and digital culture," Review of Managerial Science, Springer, vol. 20(5), pages 1687-1715, May.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7093-:d:1131037. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.