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Digital transformation adoption and its influence on performance: an empirical study of creative companies in Vietnam

    Van Hai Trieu Tran Affiliation
    ; Drahomíra Pavelková   Affiliation

Abstract

The purpose of the study clarifies the digital transformation adoption and how it impacts on the performance of creative companies in Vietnam. This investigation applied the technology–organization–environment framework and the structural equation modeling approach. The data was collected from 674 survey participants who are middle and senior managers or owners of creative companies in Vietnam, mainly located in Hanoi and Ho Chi Minh City. The structural equation modeling analysis indicates a positive relationship between technological, organizational, and environmental factors, and digital transformation adoption; the digital transformation adoption positively affects a company performance. These findings substantially contribute to the knowledge of digital technologies, digital transformation, company performance, and creative industries in the context of technology, organization, and environment. This research also provides insights for policymakers, readers, scientific communities, and management levels of creative industries to understand more about the environment of Vietnam’s creative industries.

Keyword : company performance, creative companies, creative industry, digital transformation, Fourth Industrial Revolution, structural equation modeling, technology–organization–environment framework

How to Cite
Tran, V. H. T., & Pavelková, D. (2024). Digital transformation adoption and its influence on performance: an empirical study of creative companies in Vietnam. Creativity Studies, 17(2), 660–685. https://doi.org/10.3846/cs.2024.16961
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Dec 11, 2024
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References

Abdallah, Y. O., Shehab, E., & Al-Ashaab, A. (2022). Developing a digital transformation process in the manufacturing sector: Egyptian case study. Information Systems and E-Business Management, 20, 613–630. https://doi.org/10.1007/s10257-022-00558-3

Aceto, G., Persico, V., & Pescapé, A. (2019). A survey on information and communication technologies for Industry 4.0: State-of-the-art, taxonomies, perspectives, and challenges. IEEE Communications Surveys and Tutorials, 21(4), 3467–3501. https://doi.org/10.1109/COMST.2019.2938259

Ahmed, I. (2020). Technology–organization–environment framework in cloud computing. Telkomnika: Telecommunication, Computing, Electronics and Control, 18(2), 716–725. https://doi.org/10.12928/telkomnika.v18i2.13871

Akter, Sh., Fosso Wamba, S., Gunasekaran, A., Dubey, R., & Childe, S. J. (2016). How to improve firm performance using big data analytics capability and business strategy alignment? International Journal of Production Economics, 182, 113–131. https://doi.org/10.1016/j.ijpe.2016.08.018

Anantrasirichai, N., & Bull, D. (2022). Artificial intelligence in the creative industries: A review. Artificial Intelligence Review, 55, 589–656. https://doi.org/10.1007/s10462-021-10039-7

Anh Thu, L., Fang, S., & Kessani, Sh. S. (2019). Factors influencing Vietnam’s handicraft export with the gravity model. Journal of Economics and Development, 21(2), 156–171. https://doi.org/10.1108/JED-08-2019-0021

Arribas, V., & Alfaro, J. A. (2018). 3D technology in fashion: From concept to consumer. Journal of Fashion Marketing and Management, 22(2), 240–251. https://doi.org/10.1108/JFMM-10-2017-0114

Awa, H. O., & Ojiabo, O. U. (2016). A model of adoption determinants of ERP within T-O-E framework. Information Technology and People, 29(4), 901–930. https://doi.org/10.1108/ITP-03-2015-0068

Awa, H. O., Ojiabo, O. U., & Chinweuba Emecheta, B. (2015). Integrating TAM, TPB and TOE frameworks and expanding their characteristic constructs for e-commerce adoption by SMEs. Journal of Science and Technology Policy Management, 6(1), 76–94. https://doi.org/10.1108/JSTPM-04-2014-0012

Bag, S., Srivastava, G., Bashir, al Md. M., Kumari, S., Giannakis, M., & Chowdhury, A. H. (2022). Journey of customers in this digital era: Understanding the role of artificial intelligence technologies in user engagement and conversion. Benchmarking: An International Journal, 29(7), 2074–2098. https://doi.org/10.1108/BIJ-07-2021-0415

Baker, J. (2012). The technology–organization–environment framework. In Y. K. Dwivedi, M. R. Wade, & S. L. Schneberger (Eds.), Integrated series in information systems. Information systems theory: Explaining and predicting our digital society (Vol. 28, pp. 231–245). Springer. https://doi.org/10.1007/978-1-4419-6108-2_12

Bertola, P., & Teunissen, J. (2018). Fashion 4.0: Innovating fashion industry through digital transformation. Research Journal of Textile and Apparel, 22(4), 352–369. https://doi.org/10.1108/RJTA-03-2018-0023

Byrne, B. M. (2009). Multivariate applications series. Structural equation modeling with AMOS: Basic concepts, applications, and programming. Routledge.

Canevez, R., Maitland, C., Xu, Y., Andrea Hannah, S., & Rodriguez, R. (2022). Exploring the relationship between information and communication technology collective behaviors and sense of community: An urban refugee analysis. Information Technology and People, 35(2), 526–547. https://doi.org/10.1108/ITP-03-2020-0112

Chandra, Sh., & Nanda Kumar, K. (2018). Exploring factors influencing organizational adoption of augmented reality in e-commerce: Empirical analysis using technology–organization–environment model. Journal of Electronic Commerce Research, 19(3), 237–265.

Choi, K.-H. (2022). 3D dynamic fashion design development using digital technology and its potential in online platforms. Fashion and Textiles: International Journal of Interdisciplinary Research, 9. https://doi.org/10.1186/s40691-021-00286-1

Clini, P., Frontoni, E., Quattrini, R., & Pierdicca, R. (2014). Augmented reality experience: From high-resolution acquisition to real time augmented contents. Advances in Multimedia, 2014. https://doi.org/10.1155/2014/597476

Cohen, L., Manion, L., & Morrison, K. (2007). Research methods in education. Routledge. https://doi.org/10.4324/9780203029053

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008

Dong, van Ch., & Truong, H. Q. (2020). The determinants of creative goods exports: Evidence from Vietnam. Journal of Cultural Economics, 44, 281–308. https://doi.org/10.1007/s10824-019-09359-y

Dutra, A., Tumasjan, A., & Welpe, I. M. (2018). Blockchain is changing how media and entertainment companies compete. MIT Sloan Management Review. https://sloanreview.mit.edu/article/blockchain-is-changing-how-media-and-entertainment-companies-compete/

Fabac, R. (2022). Digital balanced scorecard system as a supporting strategy for digital transformation. Sustainability, 14(15). https://doi.org/10.3390/su14159690

Fahmi, F. Z., Koster, S., & Dijk, van J. (2016). The location of creative industries in a developing country: The case of Indonesia. Cities, 59, 66–79. https://doi.org/10.1016/j.cities.2016.06.005

Fan, Y., Chen, J., Shirkey, G., John, R., Wu, S. R., Park, H., & Shao, Ch. (2016). Applications of structural equation modeling (SEM) in ecological studies: An updated review. Ecological Processes, 5. https://doi.org/10.1186/s13717-016-0063-3

Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behavior: An introduction to theory and research. Addison-Wesley.

Fleischmann, K., Daniel, R., & Welters, R. (2017). Developing a regional economy through creative industries: Innovation capacity in a Regional Australian City. Creative Industries Journal, 10(2), 119–138. https://doi.org/10.1080/17510694.2017.1282305

Gangwar, H., Date, H., & Raoot, A. D. (2014). Review on IT adoption: Insights from recent technologies. Journal of Enterprise Information Management, 27(4), 488–502. https://doi.org/10.1108/JEIM-08-2012-0047

Gil-Gomez, H., Guerola-Navarro, V., Oltra-Badenes, R., & Lozano-Quilis, J. A. (2020). Customer relationship management: Digital transformation and sustainable business model innovation. Economic Research – Ekonomska Istraživanja, 33(1), 2733–2750. https://doi.org/10.1080/1331677X.2019.1676283

Goerzig, D., & Bauernhansl, Th. (2018). Enterprise architectures for the digital transformation in small and medium-sized enterprises. Procedia CIRP, 67, 540–545. https://doi.org/10.1016/j.procir.2017.12.257

Gwee, J. (2009). Innovation and the creative industries cluster: A case study of Singapore’s creative industries. Innovation: Organization and Management, 11(2), 240–252. https://doi.org/10.5172/impp.11.2.240

Hair, Jr. J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2009). Multivariate data analysis: A global perspective. Pearson.

Haseeb, M., Hussain, H. I., Ślusarczyk, B., & Jermsittiparsert, K. (2019). Industry 4.0: A solution towards technology challenges of sustainable business performance. Social Sciences, 8(5). https://doi.org/10.3390/socsci8050154

Henson, R. K., & Roberts, J. K. (2006). Use of exploratory factor analysis in published research: Common errors and some comment on improved practice. Educational and Psychological Measurement, 66(3), 393–416. https://doi.org/10.1177/0013164405282485

Her, Y.-W., Shin, H., & Pae, S. (2019). A multigroup SEM analysis of moderating role of task uncertainty on budgetary participation-performance relationship: Evidence from Korea. Asia Pacific Management Review, 24(2), 140–153. https://doi.org/10.1016/j.apmrv.2018.02.001

Hoa, N. Q. (2018). Relationship between cultural industry and economic growth in Vietnam. In R. Chanthao (Ed.-in-Chief), The 14th International Conference on Humanities and Social Sciences 2018: Proceedings of IC-HUSO 2018. Humanities and Social Sciences towards Environment (pp. 804–812). Khon Kaen University.

Huang, Ch.-K., Wang, T., & Huang, T.-Y. (2020). Initial evidence on the impact of big data implementation on firm performance. Information Systems Frontiers, 22, 475–487. https://doi.org/10.1007/s10796-018-9872-5

Hung, N. M. (2016). Vietnam: Challenges and opportunities for publishers. Publishing Research Quarterly, 32, 266–271. https://doi.org/10.1007/s12109-016-9466-3

Hwang, B.-N., Huang, Ch.-Y., & Wu, Ch.-H. (2016). A TOE approach to establish a green supply chain adoption decision model in the semiconductor industry. Sustainability, 8(2). https://doi.org/10.3390/su8020168

Hyungsoo Jung, T., & Dieck, tom M. C. (2017). Augmented reality, virtual reality and 3D printing for the co-creation of value for the visitor experience at cultural heritage places. Journal of Place Management and Development, 10(2), 140–151. https://doi.org/10.1108/JPMD-07-2016-0045

Jobs, Ch. G., Gilfoil, D. M., & Aukers, S. M. (2016). How marketing organizations can benefit from big data advertising analytics. Academy of Marketing Studies Journal, 20(1), 18–35.

Jones, N., Borgman, R., & Ulusoy, E. (2015). Impact of social media on small businesses. Journal of Small Business and Enterprise Development, 22(4), 611–632. https://doi.org/10.1108/JSBED-09-2013-0133

Kaltum, U., Widodo, A. B., & Yanuardi, A. W. (2016). Local TV goes to global market through digital transformation. Academy of Strategic Management Journal, 15, 221–229.

Karatepe, O. M., & Aga, M. (2016). The effects of organization mission fulfillment and perceived organizational support on job performance: The mediating role of work engagement. International Journal of Bank Marketing, 34(3), 368–387. https://doi.org/10.1108/IJBM-12-2014-0171

Khemakhem Jardak, M., & Ben Hamad, S. (2022). The effect of digital transformation on firm performance: Evidence from Swedish listed companies, The Journal of Risk Finance, 23(4), 329–348. https://doi.org/10.1108/JRF-12-2021-0199

Kim, Y., & Chandler, J. D. (2018). How social community and social publishing influence new product launch: The case of Twitter during the PlayStation 4 and Xbox One launches. Journal of Marketing Theory and Practice, 26(1–2), 144–157. https://doi.org/10.1080/10696679.2017.1389238

Kraft, C., Lindeque, J. P., & Peter, M. K. (2022). The digital transformation of swiss small and medium-sized enterprises: Insights from digital tool adoption. Journal of Strategy and Management, 15(3), 468–494. https://doi.org/10.1108/JSMA-02-2021-0063

Kunz, W., Aksoy, L., Bart, Y., Heinonen, K., Kabadayi, S., Villarroel Ordenes, F., Sigala, M., Diaz, D., & Theodoulidis, B. (2017). Customer engagement in a big data world. Journal of Services Marketing, 31(2), 161–171. https://doi.org/10.1108/JSM-10-2016-0352

Lee, S. H., Leem, Ch. S., & Bae, D. J. (2018). The impact of technology capability, human resources, internationalization, market resources, and customer satisfaction on annual sales growth rates of Korean Software firms. Information Technology and Management, 19, 171–184. https://doi.org/10.1007/s10799-018-0287-2

Leovaridis, C., & Bahnă, M. (2017). Aspects regarding virtual reality as innovation in creative industries. Revista română de sociologie, 28(3–4), 157–172.

Liere-Netheler, K., Packmohr, S., & Vogelsang, K. (2018). Drivers of digital transformation in manufacturing. In Proceedings of the 51st Hawaii International Conference on System Sciences (pp. 3926–3935). Association for Information Systems. https://doi.org/10.24251/HICSS.2018.493

Mahakittikun, Th., Suntrayuth, S., & Bhatiasevi, V. (2021). The impact of technological–organizational–environmental (TOE) factors on firm performance: Merchant’s perspective of mobile payment from Thailand’s retail and service firms. Journal of Asia Business Studies, 15(2), 359–383. https://doi.org/10.1108/JABS-01-2020-0012

Mangematin, V., Sapsed, J., & Schüßler, E. (2014). Disassembly and reassembly: An introduction to the special issue on digital technology and creative industries. Technological Forecasting and Social Change, 83, 1–9. https://doi.org/10.1016/j.techfore.2014.01.002

Margetis, G., Apostolakis, K. C., Ntoa, S., Papagiannakis, G., & Stephanidis, C. (2021). X-Reality museums: Unifying the virtual and real world towards realistic virtual museums. Applied Sciences, 11(1). https://doi.org/10.3390/app11010338

Markides, C. (2006). Disruptive innovation: In need of better theory. The Journal of Product Innovation Management, 23(1), 19–25. https://doi.org/10.1111/j.1540-5885.2005.00177.x

Martinaitytė, E., & Kregždaitė, R. (2015). The factors of creative industries development in nowadays stage. Economics and Sociology, 8(1), 56–71. https://doi.org/10.14254/2071-789X.2015/8-1/5

Mazzucchelli, A., Chierici, R., Gregorio, di A., & Chiacchierini, C. (2021). Is Facebook an effective tool to access foreign markets? Evidence from international export performance of fashion firms. Journal of Management and Governance, 25, 1107–1144. https://doi.org/10.1007/s10997-021-09572-y

McKinnie, M. R. (2016). Cloud computing: TOE adoption factors by service model in manufacturing [PhD/Doctoral Theses, Georgia State University, United States]. https://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1070&context=bus_admin_diss

Ministry of Information and Communications. (2021). Decision No. 1970/QD-BTTT of the Ministry of Information and Communications dated December 13, 2021, on approving the scheme on determining digital transformation indexes applied to businesses and supporting them in promoting digital transformation. https://mic.mediacdn.vn/Upload_Moi/VanBan/1970qd.PDF

Mohammed, F., Ibrahim, O., & Ithnin, N. (2016). Factors influencing cloud computing adoption for e-government implementation in developing countries: Instrument development. Journal of Systems and Information Technology, 18(3), 297–327. https://doi.org/10.1108/JSIT-01-2016-0001

Müller, K., Rammer, Ch., & Trüby, J. (2009). The role of creative industries in industrial innovation. Innovation: Organization and Management, 11(2), 148–168. https://doi.org/10.5172/impp.11.2.148

Nasrollahi, M., Ramezani, J., & Sadraei, M. (2021). The impact of big data adoption on SMEs’ performance. Big Data and Cognitive Computing, 5(4). https://doi.org/10.3390/bdcc5040068

Ngo, Th. L., Hoa Tran, Th. V., Tran, M. D., Hoa Nguyen, Q., & Hoa, Ho-ang, V. (2019). A Study on relationship between cultural industry and economic growth in Vietnam. Management Science Letters, 9, 787–794. https://doi.org/10.5267/j.msl.2019.3.009

Nuseir, M. T. (2018). Digital media impact on SMEs performance in the UAE. Academy of Entrepreneurship Journal, 24(2). https://www.abacademies.org/articles/Digital-Media-Impact-on-SMEs-Performance-in-the-UAE-1528-2686-24-2-134.pdf

Nwankpa, J. K., & Datta, P. (2017). Balancing exploration and exploitation of IT Resources: The influence of digital business intensity on perceived organizational performance. European Journal of Information Systems, 26(5), 469–488. https://doi.org/10.1057/s41303-017-0049-y

Oliveira, T., Thomas, M., & Espadanal, M. (2014). Assessing the determinants of cloud computing adoption: An analysis of the manufacturing and services sectors. Information and Management, 51(5), 497–510. https://doi.org/10.1016/j.im.2014.03.006

Olshannikova, E., Ometov, A., Koucheryavy, Y., & Olsson, Th. (2015). Visualizing big data with augmented and virtual reality: Challenges and research agenda. Journal of Big Data, 2. https://doi.org/10.1186/s40537-015-0031-2

Oztemel, E., & Gursev, S. (2020). Literature review of Industry 4.0 and related technologies. Journal of Intelligent Manufacturing, 31, 127–182. https://doi.org/10.1007/s10845-018-1433-8

Pangilinan, E., Lukas, S., & Mohan, V. (Eds.). (2019). Creating augmented and virtual realities: Theory and practice for next-generation spatial computing. O’Reilly Media, Inc.

Pappas, I. O., Mikalef, P., Giannakos, M. N., Krogstie, J., & Lekakos, G. (2018). Big data and business analytics ecosystems: Paving the way towards digital transformation and sustainable societies. Information Systems and E-Business Management, 16, 479–491. https://doi.org/10.1007/s10257-018-0377-z

Pateli, A., Mylonas, N., & Spyrou, A. (2020). Organizational adoption of social media in the hospitality industry: An integrated approach based on DIT and TOE frameworks. Sustainability, 12(17). https://doi.org/10.3390/su12177132

Path, K. (2020). The origins and evolution of Vietnam’s Doi Moi foreign Policy of 1986. TRaNS: Trans-Regional and National Studies of Southeast Asia, 8(2), 171–185. https://doi.org/10.1017/trn.2020.3

Patrickson, B. (2021). What do blockchain technologies imply for digital creative industries? Creativity and Innovation Management, 30(3), 585–595. https://doi.org/10.1111/caim.12456

Peng, Ch. T. (2013). Grey relational analysis and augmented reality to construct a recommendation system on cultural creative products. Applied Mechanics and Materials, 311, 343–347. https://doi.org/10.4028/www.scientific.net/AMM.311.343

Pillai, R., & Sivathanu, B. (2020). Adoption of Artificial Intelligence (AI) for talent acquisition in IT/ITeS organizations. Benchmarking: An International Journal, 27(9), 2599–2629. https://doi.org/10.1108/BIJ-04-2020-0186

Rodriguez, M., Ajjan, H., & Peterson, R. M. (2016). Social media in large sales forces: An empirical study of the impact of sales process capability and relationship performance. Journal of Marketing Theory and Practice, 24(3), 365–379. https://doi.org/10.1080/10696679.2016.1170538

Rosa, A., Bento, T., Pereira, L., Lopes da Costa, R., Dias, Á., & Gonçalves, R. (2022). Gaining competitive advantage through artificial intelligence adoption. International Journal of Electronic Business, 17(4), 386–406. https://doi.org/10.1504/IJEB.2022.126263

Sadlowska, K. M., Karlsson, P. S., & Caldwell Brown, S. (2019). Independent cinema in the digital age: Is digital transformation the only way to survival? Economic and Business Review, 21(3), 411–438. https://doi.org/10.15458/ebr.88

Sarmah, B., Kamboj, Sh., & Kandampully, J. (2018). Social media and co-creative service innovation: An empirical study. Online Information Review, 42(7), 1146–1179. https://doi.org/10.1108/OIR-03-2017-0079

Sarstedt, M., & Mooi, E. (2019). Springer texts in business and economics. A concise guide to market research: The process, data, and methods using IBM SPSS statistics. Springer. https://doi.org/10.1007/978-3-662-56707-4

Schumacher, A., Erol, S., & Sihn, W. (2016). A maturity model for assessing Industry 4.0 readiness and maturity of manufacturing enterprises. Procedia CIRP, 52, 161–166. https://doi.org/10.1016/j.procir.2016.07.040

Schwertner, K. (2017). Digital transformation of business. Trakia Journal of Sciences, 15(S1), 388–393. https://doi.org/10.15547/tjs.2017.s.01.065

Shankar, V. (2018). How artificial intelligence (AI) is reshaping retailing. Journal of Retailing, 94(4), vi–xi. https://doi.org/10.1016/S0022-4359(18)30076-9

Siriborvornratanakul, Th. (2018). Enhancing user experiences of mobile-based augmented reality via spatial augmented reality: Designs and architectures of projector-camera devices. Advances in Multimedia, 2018. https://doi.org/10.1155/2018/8194726

Slach, O., Koutský, J., Novotný, J., & Ženka, J. (2013). Creative industries in the Czech Republic: A spatial perspective. E + M: Ekonomie a Management, 16(4), 14–29.

Smailovic, V., Podobnik, V., & Lovrek, I. (2018). A methodology for evaluating algorithms that calculate social influence in complex social networks. Complexity, 2018. https://doi.org/10.1155/2018/1084795

Snowball, J., Tarentaal, D., & Sapsed, J. (2021). Innovation and diversity in the digital cultural and creative industries. Journal of Cultural Economics, 45, 705–733. https://doi.org/10.1007/s10824-021-09420-9

Soares, A. M., & Pinho, J. C. (2014). Advertising in online social networks: The role of perceived enjoyment and social influence. Journal of Research in Interactive Marketing, 8(3), 245–263. https://doi.org/10.1108/JRIM-08-2014-001

Șerban, R.-A. (2017). The impact of big data, sustainability, and digitalization on company performance. Studies in Business and Economics, 12(3), 181–189. https://doi.org/10.1515/sbe-2017-0045

Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach’s Alpha. International Journal of Medical Education, 2, 53–55. https://doi.org/10.5116/ijme.4dfb.8dfd

The Economist Intelligence Unit. (2021). Creative industries: Trade challenges and opportunities post pandemic. The UK’s Department for International Trade.

Tornatzky, L. G., & Fleischer, M. (1990). The processes of technological innovation. Lexington Books.

Trabucchi, D., Buganza, T., & Pellizzoni, E. (2017). Give away your digital services: Leveraging big data to capture value. Research-Technology Management, 60(2), 43–52. https://doi.org/10.1080/08956308.2017.1276390

Tripopsakul, S. (2018). Social media adoption as a business platform: An integrated TAM–TOE framework. Polish Journal of Management Studies, 18(2), 350–362. https://doi.org/10.17512/pjms.2018.18.2.28

United Nations. (2008). Creative economy: Report 2008. The challenge of assessing the creative economy: towards informed policy-making. https://unctad.org/system/files/official-document/ditc20082cer_en.pdf

United Nations Conference on Trade and Development. (2018). Creative economy outlook: Trends in international trade in creative industries, 2002–2015. Country profiles, 2005–2014. https://unctad.org/system/files/official-document/ditcted2018d3_en.pdf

Upadhyay, A., Oluwasunkanmi Ayodele, J., Kumar, A., & Garza-Reyes, J. A. (2021). A review of challenges and opportunities of blockchain adoption for operational excellence in the UK automotive industry. Journal of Global Operations and Strategic Sourcing, 14(1), 7–60. https://doi.org/10.1108/JGOSS-05-2020-0024

Ur Rahman, R., Ali Shah, S. M., El-Gohary, H., Abbas, M., Haider Khalil, S., Al Altheeb, S., & Sultan, F. (2020). Social media adoption and financial sustainability: Learned lessons from developing countries. Sustainability, 12(24). https://doi.org/10.3390/su122410616

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540

Veselovsky, M. Y., Izmailova, M. A.; Yunusov, L. A., & Yunusov, I. A. (2019). Quality of digital transformation management on the way of formation of innovative economy of Russia. Quality – Access to Success, 20(169), 66–71.

Walker, R. S., & Brown, I. (2020). Big data analytics adoption: A case study in a large South African telecommunications organisation. South African Journal of Information Management, 22(1). https://doi.org/10.4102/sajim.v22i1.1180

Wang, Ch.-J., & Zhu, J. J. H. (2021). Jumping over the network threshold of information diffusion: Testing the threshold hypothesis of social influence. Internet Research, 31(5), 1677–1694. https://doi.org/10.1108/INTR-08-2019-0313

Watson, P. B., Seaton, Ph., Sims, D., Jamieson, I., Mountier, J., Whittle, R., & Saarikoski, M. (2014). Exploratory factor analysis of the clinical learning environment, supervision and nurse teacher scale (CLES+T). Journal of Nursing Measurement, 22(1), 164–180. https://doi.org/10.1891/1061-3749.22.1.164

Were, G. (2019). Thirty years of Doi Moi in the museum: Changing representations of development in late-socialist Vietnam. Asian Education and Development Studies, 8(4), 463–473. https://doi.org/10.1108/AEDS-02-2018-0051

Xue, F., Zhao, X., & Tan, Y. (2022). Digital transformation of manufacturing enterprises: An empirical study on the relationships between digital transformation, boundary spanning, and sustainable competitive advantage. Discrete Dynamics in Nature and Society, 2022. https://doi.org/10.1155/2022/4104314

Yerpude, S., & Kumar Singhal, T. (2021). “Custolytics”: Internet of Things based customer analytics aiding customer engagement strategy in emerging markets – an empirical research. International Journal of Emerging Markets, 16(1), 92–112. https://doi.org/10.1108/IJOEM-05-2018-0250