Processing, Please wait...

  • Home
  • About Us
  • Search:
  • Advanced Search

Growing Science » International Journal of Data and Network Science » A managerial perspective on the determinants and outcome of digital transformation in multinational corporations in Malaysia

Journals

  • IJIEC (777)
  • MSL (2643)
  • DSL (690)
  • CCL (528)
  • USCM (1099)
  • ESM (421)
  • AC (562)
  • JPM (293)
  • IJDS (952)
  • JFS (101)
  • HE (37)
  • SCI (36)

IJDS Volumes

    • Volume 1 (8)
      • Issue 1 (5)
      • Issue 2 (3)
    • Volume 2 (12)
      • Issue 1 (3)
      • Issue 2 (3)
      • Issue 3 (3)
      • Issue 4 (3)
    • Volume 3 (27)
      • Issue 1 (4)
      • Issue 2 (9)
      • Issue 3 (8)
      • Issue 4 (6)
    • Volume 4 (37)
      • Issue 1 (6)
      • Issue 2 (15)
      • Issue 3 (7)
      • Issue 4 (9)
    • Volume 5 (86)
      • Issue 1 (9)
      • Issue 2 (11)
      • Issue 3 (32)
      • Issue 4 (34)
    • Volume 6 (163)
      • Issue 1 (30)
      • Issue 2 (33)
      • Issue 3 (40)
      • Issue 4 (60)
    • Volume 7 (200)
      • Issue 1 (53)
      • Issue 2 (46)
      • Issue 3 (46)
      • Issue 4 (55)
    • Volume 8 (243)
      • Issue 1 (60)
      • Issue 2 (61)
      • Issue 3 (60)
      • Issue 4 (62)
    • Volume 9 (96)
      • Issue 1 (20)
      • Issue 2 (6)
      • Issue 3 (30)
      • Issue 4 (40)
    • Volume 10 (80)
      • Issue 1 (40)
      • Issue 2 (40)

Keywords

Supply chain management(168)
Jordan(165)
Vietnam(151)
Customer satisfaction(120)
Performance(115)
Supply chain(112)
Service quality(98)
Competitive advantage(97)
Tehran Stock Exchange(94)
SMEs(89)
optimization(87)
Sustainability(87)
Artificial intelligence(86)
Financial performance(84)
Trust(83)
TOPSIS(83)
Job satisfaction(81)
Knowledge Management(79)
Social media(78)
Factor analysis(78)


» Show all keywords

Authors

Naser Azad(82)
Zeplin Jiwa Husada Tarigan(66)
Mohammad Reza Iravani(64)
Endri Endri(45)
Muhammad Alshurideh(42)
Hotlan Siagian(40)
Dmaithan Almajali(37)
Jumadil Saputra(36)
Muhammad Turki Alshurideh(35)
Ahmad Makui(33)
Barween Al Kurdi(32)
Hassan Ghodrati(31)
Basrowi Basrowi(31)
Sautma Ronni Basana(31)
Mohammad Khodaei Valahzaghard(30)
Shankar Chakraborty(29)
Ni Nyoman Kerti Yasa(29)
Haitham M. Alzoubi(28)
Sulieman Ibraheem Shelash Al-Hawary(28)
Prasadja Ricardianto(28)


» Show all authors

Countries

Iran(2198)
Indonesia(1311)
Jordan(815)
India(798)
Vietnam(510)
Saudi Arabia(478)
Malaysia(446)
China(231)
United Arab Emirates(226)
Thailand(160)
United States(115)
Turkey(112)
Ukraine(110)
Egypt(106)
Peru(94)
Canada(93)
Morocco(86)
Pakistan(85)
United Kingdom(80)
Nigeria(78)


» Show all countries

International Journal of Data and Network Science

ISSN 2561-8156 (Online) - ISSN 2561-8148 (Print)
Quarterly Publication
Volume 9 Issue 1 pp. 157-172 , 2025

A managerial perspective on the determinants and outcome of digital transformation in multinational corporations in Malaysia Pages 157-172 Right click to download the paper Download PDF

Authors: Ooi See Chiann, Karpal Singh Dara Singh, Jalal Rajeh Hanaysha

DOI: 10.5267/j.ijdns.2024.9.005

Keywords: Business Model Innovation, Business Performance, Business Value, Digital Transformation, Multinational Corporations, MNC

Abstract: The primary objective of this study was to examine the antecedents of digital transformation (DT) within multinational corporations (MNCs) in Malaysia, from the perspectives of corporate managers. Amidst limited research on DT within the MNC context, this paper examines the key drivers of DT in Malaysian MNCs. A quantitative method using non-probability sampling was used to gather the required data via the distribution of questionnaires among the MNCs’ managers. To evaluate the underlying theoretical model based on the collected data, we chose SmartPLS as the preferred method. Findings revealed that business value, digital leadership, inter-functional coordination and decision-making quality were significant drivers of DT, while DT exerted a positive influence on business performance. However, collaborative innovation did not have a significant relationship with digital transformation adoption in MNCs. The findings offer novel insights for both academics and international corporate managers, enhancing their understanding of the drivers behind DT adoption from the perspective of managers within MNCs in Malaysia.

How to cite this paper
Chiann, O., Singh, K & Hanaysha, J. (2025). A managerial perspective on the determinants and outcome of digital transformation in multinational corporations in Malaysia.International Journal of Data and Network Science, 9(1), 157-172.

Refrences
Adner, R. (2017). Ecosystem as structure: An actionable construct for strategy. Journal of Management, 43(1), 39-58.
AlNuaimi, B., Singh, S., Ren, S., Budhwar, P., & Dmitriy , V. (2022). Mastering digital transformation: The nexus between leadership, agility, and digital strategy. Journal of Business Research, 145, Journal of Business Research.
Ammeran, M. Y., Noor, S., & Yusof, M. (2022). Digital Transformation of Malaysian Small and Medium-Sized Enterprises: A Review and Research Direction. Innovation of Businesses, and Digitalization during Covid-19 Pandemic: ICBT 2021 (Lecture Notes in Networks and Systems; Vol. 488), 255-278. Springer.
Alos-Simo, L., Verdu-Jover, A. J., & Gomez-Gras, J. M. (2017). How transformational leadership facilitates e-business adop-tion. Industrial Management & Data Systems, 117(2), 382-397.
ASEAN (2017). A Historic Milestone for FDI and MNEs in ASEAN. https://asean.org/wp-content/uploads/2020/12/ASEAN-at-50-A-Historic-Milestone-for-FDI-and-MNEs-in-ASEAN.pdf
Ashaari, M. A., Singh, K. S. D., Abbasi, G. A., Amran, A., & Liebana-Cabanillas, F. J. (2021). Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective. Technological Forecasting and Social Change, 173, 121119.
Benavides-Espinosa, M. D. M., Ribeiro-Soriano, D., & Gieure, C. (2024). How can agrifood businesses improve their perfor-mance? The role of digital transformation. British Food Journal, 126(4), 1682-1697.
Berghaus, S., & Back, A. (2016). Stages in digital business transformation: Results of an empirical maturity study. Mediterra-nean Conference on Information Systems (MCIS), 1-17.
Bellemare, J. (2018). Fashion Apparel Industry 4.0 and Smart Mass Customization Approach for Clothing Product Design (pp. 619-633). Springer Proceedings in Business and Economics, in: Stephan Hankammer & Kjeld Nielsen & Frank T. Piller & Günther Schuh & Ning Wang (ed.), Customization 4.0, 619-633, Springer.
Bhatti, S. H., Santoro, G., Khan, J., & Rizzato, F. (2021). Antecedents and consequences of business model innovation in the IT industry. Journal of Business Research, 123, 389-400.
Borangiu, T., Trentesaux, D., Thomas, A., Leitão, P., & Barata, J. (2019). Digital transformation of manufacturing through cloud services and resource virtualization. Computers in Industry, 108, 150-162.
Böttcher, T. P., & Weking, J. (2020). Identifying Antecedents and Outcomes of Digital Business Model Innovation. ECIS 2020 Research-in-Progress Papers. 24. https://aisel.aisnet.org/ecis2020_rip/24
Bouwman, H., Nikou, S., & de Reuver, M. (2019). Digitalization, business models, and SMEs: How do business model innova-tion practices improve performance of digitalizing SMEs?. Telecommunications Policy, 43(9), 101828.
Bresciani, S., Huarng, K. H., Malhotra, A., & Ferraris, A. (2021). Digital transformation as a springboard for product, process and business model innovation. Journal of Business Research, 128, 204-210.
Brunner, M., Gonzalez-Castañé, G., & Ravesteijn, P. (2021). How Digital Leadership competences and IT Capabilities affect an organization's ability to digitally transform and adopt new technologies. Journal of International Technology and In-formation Management, 30(4), 139-156.
Bucher, T., Gericke, A., & Sigg, S. (2009). Process-centric business intelligence. Business Process Management Journal, 15(3), 408-429.
Cetindamar, D., Abedin, B., & Shirahada, K. (2021). The role of employees in digital transformation: a preliminary study on how employees’ digital literacy impacts use of digital technologies. IEEE Transactions on Engineering Management.
Chi, M., Wang, W., Lu, X., & George, J. F. (2018). Antecedents and outcomes of collaborative innovation capabilities on the platform collaboration environment. International Journal of Information Management, 43, 273-283.
Chkoniya, V., & Mateus, A. (2019). Digital category management: How technology can enable the supplier-retailer relation-ship. In Smart Marketing With the Internet of Things(pp. 139-163). IGI Global.
Choi, S., Jun, C., Zhao, W.B. and Noh, S.D. (2015). Digital manufacturing in smart manufacturing systems: contribution, bar-riers, and future directions. IFIP International Conference on Advances in Production Management Systems, Springer, Cham, 21-29.
Cohen, J. (2013). Statistical power analysis for the behavioral sciences. New York: Academic Press.
Dasí, À., Elter, F., Gooderham, P. N., & Pedersen, T. (2017). New Business Models In-The-Making in Extant MNCs: Digital Transformation in a Telco. Advances in International Management, 29-53.
Dattée, B., Alexy, O., & Autio, E. (2018). Maneuvering in poor visibility: How firms play the ecosystem game when uncer-tainty is high. Academy of Management Journal, 61(2), 466-498.
Demeter, K., Losonci, D., & Nagy, J. (2021). Road to digital manufacturing - a longitudinal case-based analysis. Journal of Manufacturing Technology Management, 32(3), 820-839.
Dubey, R., Gunasekaran, A., Childe, S. J., Blome, C., & Papadopoulos, T. (2019). Big Data and Predictive Analytics and Man-ufacturing Performance: Integrating Institutional Theory, Resource Based View and Big Data Culture. British Journal of Management, 30(2), 341–361.
Earley, S. (2014). The digital transformation: Staying competitive. It Professional, 16(2), 58-60.
El Sawy, O. A., Kræmmergaard, P., Amsinck, H., & Vinther, A. L. (2020). How LEGO built the foundations and enterprise ca-pabilities for digital leadership. In Strategic information management, 174-201. Routledge.
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.
Ferreira, J. J. M., Fernandes, C. I., & Ferreira, F. A. F. (2019). To be or not to be digital, that is the question: Firm innovation and performance. Journal of Business Research, 101, 583-590.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement er-ror. Journal of Marketing Research, 18(1), 39-50.
Foss, N. J. & T. Saebi (2017). Fifteen Years of Research on Business Model Innovation: How Far Have We Come, and Where Should We Go?. Journal of Management, 43 (1), 200-227.
Frank, A.G., Dalenogare, L.S. & Ayala, N.F. (2019). Industry 4.0 technologies: implementation patterns in manufacturing companies. International Journal of Production Economics, 210, 15-26.
Frank, A. G., Mendes, G. H., Ayala, N. F., & Ghezzi, A. (2019b). Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective. Technological Forecasting and Social Change, 141, 341-351.
George, G., & Schillebeeckx, S. J. (2022). Digital transformation, sustainability, and purpose in the multinational enterprise. Journal of World Business, 57(3), 101326.
Gu, J., & Yang, M. (2022). Platform Enterprises Help Traditional Enterprises in Digital Transformation: Collaborative Inno-vation in the Process. WHICEB 2022 Proceedings, 71.
Gu, R., Li, C., Yang, Y., & Zhang, J. (2023). The impact of industrial digital transformation on green development efficiency considering the threshold effect of regional collaborative innovation: Evidence from the Beijing-Tianjin-Hebei urban ag-glomeration in China. Journal of Cleaner Production, 420, 138345.
Ghobakhloo, M., & Iranmanesh, M. (2021). Digital transformation success under Industry 4.0: A strategic guideline for manu-facturing SMEs. Journal of Manufacturing Technology Management, 32(8), 1533-1556.
Gillani, F., Chatha, K. A., Jajja, M. S. S., & Farooq, S. (2020). Implementation of digital manufacturing technologies: Ante-cedents and consequences. International Journal of Production Economics, 229, 107748.
Gurbaxani, V., & Dunkle, D. (2019). Gearing up for successful digital transformation. MIS Quarterly Executive, 18(3), 209 -220.
Hair, J., Hult, G. T., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares
Structural Equation Modeling (PLS-SEM) (3rd ed.). SAGE Publications, Inc.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. Europe-an business review, 31(1), 2-24.
Hair, J., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. (2014). Partial least squares structural
equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106-121.
Halme, M., Anttonen, M., Kuisma, M., Kontoniemi, N., & Heino, E. (2007). Business models for material efficiency services: Conceptualization and application. Ecological Economics, 63(1), 126-137.
Hamann-Lohmer, J., Bendig, M., & Lasch, R. (2023). Investigating the impact of digital transformation on relationship and collaboration dynamics in supply chains and manufacturing networks-A multi-case study. International Journal of Produc-tion Economics, 262, 108932.
Hamidi, S. R., Aziz, A. A., Shuhidan, S. M., Aziz, A. A., & Mokhsin, M. (2018). SMEs Maturity Model Assessment of IR4.0.0 Digital Transformation. Proceedings of the 7th International Conference on Kansei Engineering and Emotion Research 2018, 721-732.
Hamrouni, B., Korichi, A., & Bourouis, A. (2018). IDSS-BM: Intelligent decision support system for business models. In Pro-ceedings of the 7th international conference on software engineering and new technologies, 3, 1-5.
Hansen, A. M., Kræmmergaard, P., & Mathiassen, L. (2011). Rapid Adaptation in Digital Transformation: A Participatory Process for Engaging IS and Business Leaders. MIS Quarterly Executive, 10(4), 175-185.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based struc-tural equation modelling. Journal of the academy of marketing science, 43, 115-135.
Hujran, O., Al-Debei, M. M., Al-Adwan, A. S., Alarabiat, A., & Altarawneh, N. (2023). Examining the antecedents and out-comes of smart government usage: An integrated model. Government Information Quarterly, 40(1), 101783.
Imran, F., Shahzad, K., Butt, A., & Kantola, J. (2021). Digital transformation of industrial organizations: Toward an integrated framework. Journal of Change Management, 21(4), 451-479.
Ishaya, T., & Folarin, M. (2012). A service oriented approach to Business Intelligence in Telecoms industry. Telematics and Informatics, 29(3), 273-285.
Jarrahi, M. H. (2018). Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making. Business horizons, 61(4), 577-586.
Jayawardena, C., Ahmad, A., Valeri, M., & Jaharadak, A. A. (2023). Technology acceptance antecedents in digital transfor-mation in hospitality industry. International Journal of Hospitality Management, 108, 103350.
Ji-fan Ren, S., Fosso Wamba, S., Akter, S., Dubey, R., & Childe, S. J. (2017). Modelling quality dynamics, business value and firm performance in a big data analytics environment. International Journal of Production Research, 55(17), 5011-5026.
Kargas, A., Gialeris, E., Komisopoulos, F., Lymperiou, A., & Salmon, I. (2023). Digital Maturity and Digital Transformation Strategy among Greek Small and Medium Enterprises. Administrative Sciences, 13(11), 236.
Kawiana, I., Dewi, L. K. C., Hartati, P. S., Setini, M., & Asih, D. (2021). Effects of leadership and psychological climate on organizational commitment in the digitization era. Journal of Asian Finance, Economics and Business, 8(1), 1051-1062.
Kiel, D., Arnold, C., Collisi, M., & Voigt, K. I. (2016). The impact of the industrial internet of things on established business models. In Proceedings of the 25th international association for management of technology (IAMOT) conference (673-695).
Kitsios, F., Kamariotou, M., & Mavromatis, A. (2023). Drivers and Outcomes of Digital Transformation: The Case of Public Sector Services. Information 2023, 14(1), 43.
Kline, R. B. (2023). Principles and practice of structural equation modeling. Guilford publications.
Kokot, K., Kokotec, I. Đ., & Čalopa, M. K. (2021). Impact of leadership on digital transformation. In 2021 IEEE Technology & Engineering Management Conference-Europe (TEMSCON-EUR), Dubrovnik, Croatia, 1-6. IEEE.
Kraus, S., Jones, P., Kailer, N., Weinmann, A., Chaparro-Banegas, N., & Roig-Tierno, N. (2021). Digital transformation: An overview of the current state of the art of research. Sage Open, 11(3), 1-15.
Li, L., Lin, J., Ouyang, Y., & Luo, X. R. (2022). Evaluating the impact of big data analytics usage on the decision-making quality of organizations. Technological Forecasting and Social Change, 175, 121355.
Li, W., Liu, K., Belitski, M., Ghobadian, A., & O'Regan, N. (2016). e-Leadership through strategic alignment: An empirical study of small-and medium-sized enterprises in the digital age. Journal of Information Technology, 31, 185-206.
Lohmer, J., Kossmann, F., & Lasch, R. (2021). Manufacturing strategy in multi-plant networks- a multi-case study on decision making authority, network capabilities and competitive advantages. International Journal of Production Research, 60(16), 5108-5129.
Lo, F. Y., Bui, Q. T., & Huarng, K. H. (2023). The pace of international expansion for digital multinational enterprises. Tech-nological Forecasting and Social Change, 193, 122629.
Maedche, A. (2016). Interview with Michael Nilles on "What Makes Leaders Successful in the Age of the Digital Transfor-mation?". Business & Information Systems Engineering, 58(4), 287-289.
Masoud, R., & Basahel, S. (2023). The effects of digital transformation on firm performance: The role of customer experience and IT innovation. Digital, 3(2), 109-126.
McKinsey & Company (2015). Industry 4.0 How to navigate digitization of the manufacturing sector. McKinsey & Company. Retrieved from https://www.mckinsey.com/business-functions/operations/our-insights/industry-four-point-o-how-to-navigaethe-digitization-of-the-manufacturing-sector (8 December 2023)
McKinsey (2020). How COVID-19 Has Pushed Companies over the Technology Tipping Point-And Transformed Business Forever. McKinsey Global Publishing. https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/how-covid-19-has-pushed-companies-over-the-technology-tipping-point-and-transformedbusiness-forever.
Mele, C. (2011). Conflicts and value co-creation in project networks. Industrial Marketing Management, 40(8), 1377-1385.
Mishra, A. N., Devaraj, S., & Vaidyanathan, G. (2013). Capability hierarchy in electronic procurement and procurement pro-cess performance: An empirical analysis. Journal of Operations Management, 31(6), 376-390.
Nachira, F., Chiozza, E., Ihonen, H., Manzoni, M., & Cunningham, F. (2002). Towards a network of digital business ecosys-tems fostering the local development. Directorate General Information Society and Media, European Commission, Tech.
Nwankpa, J. K., & Roumani, Y. (2016). IT capability and digital transformation: A firm performance perspective.
Nguyen, V., Hoang, T., Mai, T., Lam, T., & Pham, H. (2023). The factors affecting digital transformation in small and medium enterprises in Hanoi city. Uncertain Supply Chain Management, 11(4), 1705-1718.
Nylén, D., & Holmström, J. (2015). Digital innovation strategy: A framework for diagnosing and improving digital product and service innovation. Business horizons, 58(1), 57-67.
Oh, K., Kho, H., Choi, Y., & Lee, S. (2022). Determinants for successful digital transformation. Sustainability, 14(3), 1215.
Oliveira, T., & Martins, M. F. (2011). Literature review of information technology adoption models at firm level. Electronic journal of information systems evaluation, 14(1), 110-121.
Pagani, M., & Pardo, C. (2017). The impact of digital technology on relationships in a business network. Industrial Marketing Management, 67, 185-192.
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879-903.
Omrani, N., Rejeb, N., Maalaoui, A., Dabić, M., & Kraus, S. (2022). Drivers of digital transformation in SMEs. IEEE Transac-tions on Engineering Management.
Peng, Y., & Tao, C. (2022). Can digital transformation promote enterprise performance? From the perspective of public policy and innovation. Journal of Innovation & Knowledge, 7(100198).
Pereira, C., Durão, N., Moreira, F., & Veloso, B. (2022). The Importance of Digital Transformation in International Business. Sustainability, 14(2), 834.
Rachinger, M., Rauter, R., Müller, C., Vorraber, W., & Schirgi, E. (2018). Digitalization and its influence on business model innovation. Journal of manufacturing technology management, 30(8), 1143-1160.
Ralea, C., Dobrin, O. C., Barbu, C., & Tanase, C. (2019). Looking to the future: Digital transformation of quality management. In Proceedings of the International Management Conference, 13(1), 121-132.
Rai, A., & Tang, X. (2014). Research commentary- information technology-enabled business models: A conceptual framework and a coevolution perspective for future research. Information Systems Research, 25(1), 1-14.
Ramasamy, S., Dara Singh, K. S., Amran, A., & Nejati, M. (2020). Linking human values to consumer CSR perception: The moderating role of consumer skepticism. Corporate Social Responsibility and Environmental Management, 27(4), 1958-1971.
Rapp, A., Beitelspacher, L. S., Schillewaert, N., & Baker, T. L. (2012). The differing effects of technology on inside vs. out-side sales forces to facilitate enhanced customer orientation and interfunctional coordination. Journal of Business Re-search, 65(7), 929-936.
Riel, A., Kreiner, C., Macher, G., & Messnarz, R. (2017). Integrated design for tackling safety and security challenges of smart products and digital manufacturing. CIRP annals, 66(1), 177-180.
Rialti, R., Zollo, L., Ferraris, A., & Alon, I. (2019). Big data analytics capabilities and performance: Evidence from a moderat-ed multi-mediation model. Technological Forecasting and Social Change, 149, 119781.
Ruiz-Alba, J. L., Guesalaga, R., Ayestarán, R., & Mediano, J. M. (2019). Interfunctional coordination: the role of digitalization. Journal of Business & Industrial Marketing, 35(3), 404-419.
Santos-Jaén, J. M., Gimeno-Arias, F., León-Gómez, A., & Palacios-Manzano, M. (2023). The business digitalization process in SMEs from the implementation of e-Commerce: An empirical analysis. Journal of theoretical and applied electronic commerce research, 18(4), 1700-1720.
Sawhney, M., Wolcott, R. C., & Arroniz, I. (2006). The 12 different ways for companies to innovate. MIT Sloan Management Review 47.
Schwarzmüller, T., Brosi, P., Duman, D., & Welpe, I. M. (2018). How does the digital transformation affect organizations? Key themes of change in work design and leadership. Management Revue, 29(2), 114-138.
Shahzad, A., bin Zakaria, M. S. A., Kotzab, H., Makki, M. A. M., Hussain, A., & Fischer, J. (2023). Adoption of fourth indus-trial revolution 4.0 among Malaysian small and medium enterprises (SMEs). Humanities and Social Sciences Communica-tions, 10(1), 1-14.
Shao, B.B.M., Lin, W.T., 2002. Technical efficiency analysis of information technology investments: A two-stage empirical investigation. Information & Management, 39(5), 391-401.
Shiau, W.-L., Sarstedt, M. and Hair, J.F. (2019). Internet research using partial least squares structural equation modeling (PLS-SEM). Internet Research, 29(3), 398-406.
Sousa, M. J., & Rocha, Á. (2019). Digital learning: Developing skills for digital transformation of organizations. Future Gen-eration Computer Systems, 91, 327-334.
Stank, T., Esper, T., Goldsby, T. J., Zinn, W., & Autry, C. (2019). Toward a digitally dominant paradigm for twenty-first cen-tury supply chain scholarship. International Journal of Physical Distribution & Logistics Management, 49(10), 956-971.
Steininger, D. M. (2019). Linking information systems and entrepreneurship: A review and agenda for IT-associated and digi-tal entrepreneurship research. Information Systems Journal, 29 (2), 363-407.
Sun, P., Doh, J. P., Rajwani, T., & Siegel, D. (2021). Navigating cross-border institutional complexity: A review and assess-ment of multinational nonmarket strategy research. Journal of International Business Studies, 52(9), 1818-1853.
Taherdoost, H. (2016). Sampling methods in research methodology; how to choose a sampling technique for research. How to choose a sampling technique for research (April 10, 2016).
Tariq, A., & Rafi, K. (2012). Intelligent decision support systems-A framework. Information and Knowledge Management, 2(6), 12-20.
Teng, X., Wu, Z., & Yang, F. (2022). Research on the Relationship between Digital Transformation and Performance of SMEs. Sustainability, 14(10), 6012.
Tham, K. W., & Atan, S. A. (2021). SME readiness towards digitalization in Malaysia. Research in Management of Technolo-gy and Business, 2(1), 361-375. Retrieved from https://publisher.uthm.edu.my/periodicals/index.php/rmtb/article/view/1858
Ulas, D. (2019). Digital Transformation Process and SMEs. Procedia Computer Science. 158. 662-671.
Umar, F., Septian, M. R. A., & Pertiwi, D. A. A. (2024). The Effect of Digitalization on Business Performance in the MSME Industry Context. Journal of Information System Exploration and Research, 2(1).
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a uni-fied view. MIS quarterly, 425-478.
Venkatesh, D. A. N. (2020). Leadership 4.0: Leadership strategies for industry 4.0. Solid State Technology, 63(6).
Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J. Q., Fabian, N., & Haenlein, M. (2021). Digital transfor-mation: A multidisciplinary reflection and research agenda. Journal of business research, 122, 889-901.
Vial, G. (2019). Understanding digital transformation: A review and a research agenda. Journal of Strategic Information Sys-tems, 28(2), 118-144.
Wahid, R. A., & Zulkifli, N. A. (2021). Factors Affecting the Adoption of Digital Transformation among SME’s in Malaysia. Journal of Information Technology Management, 13(3), 126-140.
Warner, K. S., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), 326–349.
Weritz, P., Braojos, J., & Matute, J. (2020). Exploring the Antecedents of Digital Transformation: Dynamic Capabilities and Digital Culture Aspects to Achieve Digital Maturity. Americas Conference on Information Systems (AMCIS) 2020 Pro-ceedings, 22. https://aisel.aisnet.org/amcis2020/org_transformation_is/org_transformation_is/22
Wu, J., Kopot, C. & Zhao, L., (2024). Improving Inter-functional Coordination in Apparel Companies through Digital Trans-formation - An Exploratory Case Study in China. International Textile and Apparel Association Annual Conference Pro-ceedings, 80(1).
Wu, Y., Liang, Q. Z., and Wei, Z. L. (2013). A study on the impact of dual technological innovation and market orientation on firm performance, A disruptive innovation perspective. Science, Technology, and Management. 34, 140-151.
Zhai, H., Yang, M., & Chan, K. C. (2022). Does digital transformation enhance a firm's performance? Evidence from China. Technology in Society, 68, 101841.
Zhao, C. (2023). Research on antecedent configuration of digital transformation in manufacturing enterprises: a fuzzy-set QCA approach. In 2023 International Conference on Management Innovation and Economy Development (MIED 2023), 250-255. Atlantis Press.
Zhu, X., Ge, S., & Wang, N. (2021). Digital transformation: A systematic literature review. Computers & Industrial Engineer-ing, 162, 107774.
  • 17
  • 1
  • 2
  • 3
  • 4
  • 5

Journal: International Journal of Data and Network Science | Year: 2025 | Volume: 9 | Issue: 1 | Views: 795 | Reviews: 0

Related Articles:
  • Linking of digital supply chains and digital transformation on the competit ...
  • Investigating the role of digital transformation and digital innovation on ...
  • Exploring the role of digital leadership and digital transformation on the ...
  • Does economic policy uncertainty exacerbate the gap between firms’ words an ...
  • Structural framework of digital transformation enablers towards enhancing t ...

Add Reviews

Name:*
E-Mail:
Review:
Bold Italic Underline Strike | Align left Center Align right | Insert smilies Insert link URLInsert protected URL Select color | Add Hidden Text Insert Quote Convert selected text from selection to Cyrillic (Russian) alphabet Insert spoiler
winkwinkedsmileam
belayfeelfellowlaughing
lollovenorecourse
requestsadtonguewassat
cryingwhatbullyangry
Security Code: *
Include security image CAPCHA.
Refresh Code

® 2010-2026 GrowingScience.Com