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Digital Transformation of Management Processes: A Comprehensive Review of Key Factors Cover

Digital Transformation of Management Processes: A Comprehensive Review of Key Factors

Open Access
|Jul 2024

References

  1. Aamer, A. M., Sahara, C. R., & Al-Awlaqi, M. A. (2022). Digitalization of the supply chain: transformation factors. Journal of Science & Technology Policy Management, 14(4), 713–733, https://doi.org/10.1108/jstpm-01-2021-0001
  2. Abbate, S., Centobelli, P., Cerchione, R., Oropallo, E., & Riccio, E. (2023). Investigating Healthcare 4.0 Transition Through a Knowledge Management Perspective. IEEE Transactions on Engineering Management, 9, 3297-3310. https://doi.org/10.1109/tem.2022.3200889 ·
  3. Aghimien, D., Aigbavboa, C., Oke, A.E., & Aliu, J. (2022). Delineating the people-related features required for construction digitalisation, Construction Innovation, 24(7), 1–20. https://doi.org/10.1108/CI-01-2022-0012
  4. Aguiar, T., Gomes, S. B., Cunha, P. R., & Silva, M. M. (2021). Identifying the Practices of Digital Transformation: Based on a Systematic Literature Review. ISACA Journal, 1. https://www.isaca.org/resources/isaca-journal/issues/2021/volume-1/identifying-the-practices-of-digital-transformation
  5. AL-Khatib, A.W. (2023). The determinants of export performance in the digital transformation era: empirical evidence from manufacturing firms, International Journal of Emerging Markets, Ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJOEM-08-2022-1223.
  6. Altrock, S., Mention, A.L., & Aas, T. H. (2023). Being Human in the Digitally Enabled Workplace: Insights From the Robo-Advice Literature. IEEE Transactions on Engineering Management, 16. https://doi.org/10.1109/TEM.2023.3291820
  7. Amin, Z. M., Anwar, N., Shoid, M. S. M., & Samuri, S. (2022). Method for conducting Systematic Literature Review (SLR) for cyber risk assessment. Environment-behaviour Proceedings Journal, 7(SI10), 255–260. https://doi.org/10.21834/ebpj.v7isi10.4130
  8. Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007.
  9. Astafeva, O. V., Pecherskaya, E. P., Tarasova, T. M., & Korobejnikova, E. V. (2019). Digital Transformation in the Management of Contemporary Organizations. Lecture Notes in Networks and Systems, 84, 382–389. https://doi.org/10.1007/978-3-030-27015-5_46.
  10. Barton, J. A., & Love, D. (2000). Design decision chains as a basis for design analysis. Journal of Engineering Design, 11(3), 283–297. https://doi.org/10.1080/095448200750021030.
  11. Benevento, E., Stefanini, A., Aloini, D., & Dulmin, R. (2023). Beyond Digital Technologies: Investigating the Barriers to Supply Chain Integration of Healthcare Organizations. Beyond Digital Technologies: Investigating the Barriers to Supply Chain Integration of Healthcare Organizations, 13. https://doi.org/10.1109/TEM.2023.3280329.
  12. Bertl, M., Piho, G., Draheim, D., & Sharma, R. (2023). Future Opportunities for Systematic AI Support in Healthcare. International Journal of Entrepreneurial Behaviour & Research, 19. https://doi.org/10.13140/RG.2.2.10040.11522.
  13. Bogers, M., Chesbrough, H., & Moedas, C. (2018). Open Innovation: research, practices, and policies. California Management Review, 60(2), 5–16. https://doi.org/10.1177/0008125617745086
  14. Brodeur, J., Pellerin, R., & Deschamps, I. (2022). Operationalization of Critical Success Factors to Manage the Industry 4.0 Transformation of Manufacturing SMEs. Sustainability, 14(14), Article 8954. https://doi.org/10.3390/su14148954.
  15. Brunner, T. J. J., Schuster, T., & Lehmann, C. (2023). Leadership’s long arm: The positive influence of digital leadership on managing technology-driven change over a strengthened service innovation capacity. Frontiers in Psychology, 14, Article 988808.
  16. Bryukhanova, N. V., & Efimova, A. S. (2022). Digital Transformation As A Tool For Optimization of The Organization Staff Functionality. State And Municipal Management Scholar Notes, 1(1), 18–24. https://doi.org/10.22394/2079-1690-2022-1-1-18-24 Н.
  17. Cambridge (2024). Cambridge Academic Content Dictionary. https://dictionary.cambridge.org/dictionary/english/barrier.
  18. Capetillo, A., Tijerina, A. A., Ramirez, R., & Galvan, J. A. (2021). Evolution from triple helix into penta helix: the case of Nuevo Leon 4.0 and the push for industry 4.0. International Journal on Interactive Design and Manufacturing, 15, 597–612. https://doi.org/10.1007/s12008-021-00785-x.
  19. Cazoni, C., Ciocoiu, C. N., Nica, B. C., & Pîrcălăboiu, A. (2023). Discovering the Evolution of Digitalization in Management: A Bibliometric Review. In. Soliman, K.S. (ed) Proceedings of the 42nd International Business Information Management Association Conference (IBIMA), 42(2), Global Economic Development Research within 2025 Vision, 22-23 November 2023, Seville, Spain, (pp. 1003-1023). https://ibima.org/accepted-paper/discovering-the-evolution-of-digitalization-in-management-a-bibliometric-review/
  20. Chaudhuri, R., Vrontis, D., & Chatterjee, S. (2023). Reimaging Emerging Technologies for Digital Transformation and Growth Trajectory of Organizations in New Normal: The Moderating Role of Organizational Data-Driven Culture. IEEE Transactions On Engineering Management, 1–14. https://doi.org/10.1109/TEM.2023.3313349.
  21. Cheng, J. S., Bi, G., & Shahzad, U., 2023. Influence of dynamic capabilities and supply chain finance on supply chain effectiveness in environmental dynamism: a conditional process analysis. Operations Management Research, pp. 17. https://doi.org/10.1007/s12063-023-00425-5.
  22. Chouaibi, S., Festa, G., Quaglia, R., & Rossi, M. (2022). The risky impact of digital transformation on organizational performance – evidence from Tunisia. Technological Forecasting and Social Change, 178, Article 121571. https://doi.org/10.1016/j.techfore.2022.121571.
  23. Clarivate. (2023). Web of Science Core Collection. https://clarivate.com/products/scientific-and-academic-research/research-discovery-and-workflow-solutions/webofscience-platform/web-of-science-core-collection/.
  24. Culot, G., Nassimbeni, G., Orzes, G., & Sartor, M. (2020). Behind the definition of Industry 4.0: Analysis and open questions. International Journal of Production Economics, 226, 107617. https://doi.org/10.1016/j.ijpe.2020.107617
  25. Dehghani, M., Popova, A., & Gheitanchi, S. (2021). Factors impacting digital transformations of the food industry by adoption of blockchain technology. Journal of Business & Industrial Marketing, 37(9), 1818-1834. https://doi.org/10.1108/JBIM-12-2020-0540.
  26. Dey, G. A. (2023). Risk perception and adoption of digital innovation in mobile stock trading. Risk perception and adoption of digital innovation in mobile stock trading, 16. https://doi.org/10.1002/cb.2225.
  27. Dong, H., & Wang, B. (2022). Direct and configurational paths of strategic orientation and business model innovation to successful enterprise performance. IEEE ACCESS, 10, 72671 – 72686. https://doi.org/10.1109/ACCESS.2022.3189772.
  28. Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M. A., Al-Busaidi, A. S., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D., ... Wright, R. (2023). So What If Chatgpt Wrote It? Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71, Article 102642. https://doi.org/10.1016/j.ijinfomgt.2023.102642.
  29. Efanov, V. A. (2022). Development of approaches to assess enterprise readiness for digital transformation. Economic Analysis: Theory and Practice, 21(9), 1687–1704. https://doi.org/10.24891/ea.21.9.1687.
  30. Escobar, F., Almeida, W. H. C., & Varajão, J. (2022). Digital transformation success in the public sector: A systematic literature review of cases, processes, and success factors. Computer Science, Business, Political Science, 28(1), 61-81. https://doi.org/10.3233/IP-211518.
  31. Fischer, M., Imgrund, F., Janiesch, C., & Winkelmann, A. (2020). Strategy Archetypes For Digital Transformation: Defining Meta Objectives Using Business Process Management. Information & Management, 57(5), 103262. https://doi.org/10.1016/j.im.2019.103262.
  32. Flechsig, C., Anslinger, F., & Lasch, R. (2020). Robotic Process Automation in purchasing and supply management: A multiple case study on potentials, barriers, and implementation. Journal Of Purchasing And Supply Management, 28(1), Article 100718. https://doi.org/10.1016/j.pursup.2021.100718.
  33. Galera‐Zarco, C., Opazo‐Basáez, M., Marić, J., & García‐Feijoo, M . (2020). Digitalization and the inception of concentric strategic alliances: A case study in the retailing sector. Strategic Change, 29(2), 165–177. https://doi.org/10.1002/jsc.2319
  34. Gebauer, H., Fleisch, E., Lamprecht, C., & Wortmann, F. (2020). Growth paths for overcoming the digitalization paradox. Business Horizons, 63(3), 313-323. https://doi.org/10.1016/j.bushor.2020.01.005.
  35. Gebayew, C., Hardini, I. R., Panjaitan, G. H. A., & Kurniawan, N. B. (2018). A Systematic Literature Review on Digital Transformation. International Conference on Information Technology Systems and Innovation (ICITSI), 260-265. https://doi.org/10.1109/ ICITSI.2018.8695912.
  36. Ghaleb, M., Zolfagharinia, H., & Taghipour, S. (2020). Real-time production scheduling in the Industry-4.0 context: Addressing uncertainties in job arrivals and machine breakdowns. Computers & Operations Research, 123, Article 105031. https://doi.org/10.1016/j.cor.2020.105031.
  37. Giraud, L., Zaher, A., Hernandez, S., & Akram, A. A. (2023). The impacts of artificial intelligence on managerial skills. Journal Of Decision Systems, 32(3), 566-599. https://doi.org/10.1080/12460125.2022.2069537.
  38. Göçer, G. B. F. (2018). Digital Supply Chain: Literature review and a proposed framework for future research. Computers in Industry, 97, 157-177. https://doi.org/10.1016/j.compind.2018.02.010.
  39. Gromoff, A. I. (2019). Management in View of Digital Transformation. In Bergener, K., Räckers, M., Stein, A. (eds), The Art of Structuring (pp. 385–396). Springer, Cham. https://doi.org/10.1007/978-3-030-06234-7_36.
  40. Guo, X., Li, M., Wang, Y., & Mardani, A. (2023). Does digital transformation improve the firm’s performance? From the perspective of digitalization paradox and managerial myopia. Journal of Business Research, 163, Article 113868. https://doi.org/10.1016/j.jbusres.2023.113868.
  41. Holzinger, A., Saranti, A., Angerschmid, A., Retzlaff, C. O., Gronauer, A., Pejaković, V., Medel-Jiménez, F., Krexner, T., Gollob, C., & Stampfer, K. (2022). Digital transformation in smart farm and forest operations needs Human-Centered AI: challenges and future directions. Sensors, 22(8), Article 3043. https://doi.org/10.3390/s22083043
  42. Horváth, D., & Szabó, R. Z. (2019). Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal opportunities? Technological Forecasting and Social Change, 146, 119–132. https://doi.org/10.1016/j.techfore.2019.05.021
  43. Iivari, N., Sharma, S., & Ventä-Olkkonen, L. (2020). Digital transformation of everyday life – How COVID-19 pandemic transformed the basic education of the young generation and why information management research should care? International Journal of Information Management, 55, Article 102183. https://doi.org/10.1016/j.ijinfomgt.2020.102183
  44. Jacobs, P., & Gaver, D. (1998). Human Factors Influencing Decision Making., Psychology, Political Science. https://doi.org/10.21236/ada351910.
  45. Kane, G. C. (2019). The technology fallacy. Research-Technology Management, 62(6), 44–49. https://doi.org/10.1080/08956308.2019.1661079
  46. Kohnke, O., Nieland, T., Straatmann, T., & Müller, K. (2023). How do management factors influence digital adoption in the case of a large-scale digital transformation project – A process perspective. Journal of Management & Organization, 1–21. https://doi.org/10.1017/jmo.2023.59
  47. Kraus, S., Durst, S., Ferreira, J. J., Veiga, P. M., Kailer, N., & Weinmann, A. (2022). Digital transformation in business and management research: An overview of the current status quo. International Journal of Information Management, 63, Article 102466. https://doi.org/10.1016/j.ijinfomgt.2021.102466.
  48. Kumar, A., Naz, F., Luthra, S., Vashistha, R., Kumar, V., Garza‐Reyes, J. A., & Chhabra, D. (2023). Digging DEEP: Futuristic building blocks of omni-channel healthcare supply chains resiliency using machine learning approach. Journal of Business Research, 162, Article 113903. https://doi.org/10.1016/j.jbusres.2023.113903
  49. Lamarre, E., Chheda, S., Riba, M., Genest, V., & Nizam, A. (2023). The Value of Digital Transformation. Harvard Business Review. https://hbr.org/2023/07/the-value-of-digital-transformation.
  50. Lancioni, R. A. (2005). A strategic approach to industrial product pricing: The pricing plan. Industrial Marketing Management, 34(2), 177–183. https://doi.org/10.1016/j.indmarman.2004.07.015
  51. Lei, S., Zhang, X., & Liu, H. (2021). Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: Moderating role of digital innovation orientation. Managerial and Decision Economics, 43(6), 2038–2054. https://doi.org/10.1002/mde.3507
  52. Li, J., Greenwood, D., & Kassem, M. (2019). Blockchain in the built environment and construction industry: A systematic review, conceptual models and practical use cases. Automation in Construction, 102, 288–307. https://doi.org/10.1016/j.autcon.2019.02.005
  53. Lian, J. (2021). Determinants and consequences of service experience toward small retailer platform business model: Stimulus–organism–response perspective. Journal of Retailing and Consumer Services, 62, Article 102631. https://doi.org/10.1016/j.jretconser.2021.102631
  54. Ljepava, N. (2022). AI-Enabled Marketing solutions in Marketing Decision making: AI application in different stages of marketing process. TEM Journal, 11(3), 1308–1315. https://doi.org/10.18421/tem113-40.
  55. Lohmer, J., & Lasch, R. (2020). Blockchain in operations management and manufacturing: Potential and barriers. Computers & Industrial Engineering, 149(15), Article 106789. https://doi.org/10.1016/j.cie.2020.106789.
  56. Luo, S., Yimamu, N., Li, Y., Wu, H., Irfan, M. & Hao, Y. (2022). Digitalization and sustainable development: How could digital economy development improve green innovation in China? Business Strategy and the Environment, 32(4), 1847-1871. https://doi.org/10.1002/bse.3223.
  57. Malik, N., Tripathi, S. N., Kar, A. K., & Gupta, S. (2021). Impact of artificial intelligence on employees working in industry 4.0 led organizations. International Journal of Manpower, 43(2), 334–354. https://doi.org/10.1108/ijm-03-2021-0173
  58. Manyika, J., Lund, S., Bughin, J., Woetzel, L., Stamenov, K., & Dhingra, D. (2016). Digital globalization: The new era of global flows. In McKinsey & Company. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/digital-globalization-the-new-era-of-global-flows
  59. Mariani, M. M., Machado, I., Magrelli, V., & Dwivedi, Y. K. (2023). Artificial intelligence in innovation research: A systematic review, conceptual framework, and future research directions. Technovation, 122, Article 102623. https://doi.org/10.1016/j.technovation.2022.102623
  60. Marino-Romero, J. A., Palos-Sánchez, P. R., Velicia-Martin, F. A., & Rodrigues, R. (2022). A study of the factors which influence digital transformation in Kibs companies. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.993972
  61. Mazzucchelli, A., Gurioli, M., Graziano, D., Quacquarelli, B., & Aouina‐Mejri, C. (2021). How to fight against food waste in the digital era: Key factors for a successful food sharing platform. Journal of Business Research, 124, 47–58. https://doi.org/10.1016/j.jbusres.2020.11.055
  62. McLaughlin, S. A. (2017). Dynamic capabilities: taking an emerging technology perspective. International Journal of Manufacturing Technology and Management (IJMTM), 31(1). https://doi.org/10.1504/IJMTM.2017.10002924.
  63. Meske, C., Kißmer, T., & Stieglitz, S. (2020). Bridging formal barriers in digital work environments – Investigating technology-enabled interactions across organizational hierarchies. Telematics and Informatics, 48, Article 101342. https://doi.org/10.1016/j.tele.2020.101342
  64. Mhlungu, N. S., Chen, J. Y. & Alkema, P. (2019). The underlying factors of a successful organisational digital transformation. South African Journal Of Information Management, 21(1) 1-10. https://doi.org/10.4102/sajim.v21i1.995.
  65. Mihardjo, L. W. W., & Rukmana, R. A. (2018). Does Digital Leadership Impact Directly or Indirectly on Dynamic Capability: Case on Indonesia Telecommunication Industry in Digital Transformation?. The Journal of Social Sciences Research. 832-841. https://doi.org/10.32861/jssr.spi2.832.841.
  66. Mugurusi, G., Korsen, E. B. H., & Eshaghzadeh, A. (2021). Defining and measuring supply chain digitalization: A systematic literature review., IEEE Technology & Engineering Management Conference - Europe (TEMSCON-EUR). 1-6. https://doi.org/10.1109/TEMSCON
  67. Nikopoulou, M., Kourouthanassis, P., Chasap, G., Pateli, A., & Mylonas, N. (2023). Determinants Of Digital Transformation In The Ho Nikopoulou, M., Kourouthanassis, P. E., Chasapi, G., Pateli, A. G., & Mylonas, N. (2023). Determinants of digital transformation in the hospitality industry: technological, organizational, and environmental drivers. Sustainability, 15(3), Article 2736. https://doi.org/10.3390/su15032736
  68. Novikov, S. V., & Sazonov, A. A. (2021). Approaches To Developing A Strategic Program For High-Tech Enterprise In The Context Of Digital Transformation. Journal of Applied Engineering Science, 20(1), 41-52. https://doi.org/10.5937/jaes0-31875.
  69. Osterrieder, P., Budde, L., & Friedli, T. (2020). The smart factory as a key construct of industry 4.0: A systematic literature review. International Journal of Production Economics, 221, Article 107476. https://doi.org/10.1016/j.ijpe.2019.08.011
  70. Park, I., Kim, D., Moon, J., Kim, S., Kang, Y., & Bae, S. (2022). Searching for New Technology Acceptance Model under Social Context: Analyzing the Determinants of Acceptance of Intelligent Information Technology in Digital Transformation and Implications for the Requisites of Digital Sustainability. Sustainability, 14(1), 579. https://doi.org/10.3390/su14010579
  71. Pepe, G., & Pavone, P. (2021). Conceptual basis for the definition of digital leadership. In S. Hundal, A. Kostyuk, & D. Govorun (Eds.), Corporate governance: A search for emerging trends in the pandemic times, 48–50. https://doi.org/10.22495/cgsetpt7
  72. Perifanis, N., & Kitsios, F. (2023). Investigating the Influence of Artificial intelligence on business Value in the digital Era of Strategy: a literature review. Information, 14(2), 85. https://doi.org/10.3390/info14020085
  73. Peruchi, D. F., De Jesus Pacheco, D. A., Todeschini, B. V., & Caten, C. S. T. (2022). Moving towards digital platforms revolution? Antecedents, determinants and conceptual framework for offline B2B networks. Journal of Business Research, 142, 344–363. https://doi.org/10.1016/j.jbusres.2021.12.036
  74. Philippart, M. (2022). Success factors to deliver organizational digital transformation. Journal of Global Information Management, 30(8), 1–17. https://doi.org/10.4018/jgim.304068
  75. Pihir, I., Tomičić-Pupek, K. & Furjan, M. (2019). Digital Transformation Playground - Literature Review and Framework of Concepts. Journal of Information and Organizational Sciences, 43(1), 33-48. https://doi.org/10.31341/jios.43.1.3
  76. Poliakova, V. V., Revzon, O. A., & Sumbatyan, S. L. (2020). Digital Economy: A Step into New Reality. In Advances in intelligent systems and computing, 1100, 98–103. https://doi.org/10.1007/978-3-030-39319-9_10
  77. Provost, F., & Fawcett, T. (2013). Data science for business : what you need to know aboout data mining an data-anal. (1st. ed.). In Loukides, M., & Blanchette, M.(eds), O'Reilly Media, Inc. https://dl.acm.org/doi/10.5555/2564781
  78. Pulley, M. L., & Sessa, V. I. (2001). E‐leadership: tackling complex challenges. Industrial and Commercial Training, 33(6), 225–230. https://doi.org/10.1108/00197850110405379
  79. Ramesh, N., & Delen, D. (2021). Digital transformation: How to beat the 90% failure rate? IEEE Engineering Management Review, 49(3), 22–25. https://doi.org/10.1109/emr.2021.3070139
  80. Ramesh, N., & Delen, D. (2018). Why do enterprise transformations fail? HINT: IT’S not what you think. Journal of Enterprise Transformation, 8(3–4), 238–253. https://doi.org/10.1080/19488289.2019.1578838
  81. Rasskazova, A. N. & Yurgenson, V. V., (2021). Determinants of Digitalization in Developed Countries, Intelligent Memory Systems, 334-342.
  82. Rauniyar, K., Wu, X., Gupta, S., Modgil, S., & De Sousa Jabbour, A. B. L. (2022). Risk management of supply chains in the digital transformation era: contribution and challenges of blockchain technology. Industrial Management and Data Systems, 123(1), 253–277. https://doi.org/10.1108/imds-04-2021-0235
  83. Razavi, A. R., Moschoyiannis, S. K., & Krause, P. J. (2008). A scale-free business network for digital ecosystems. 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies. https://doi.org/10.1109/dest.2008.4635166
  84. Reddy, R. C., Bhattacharjee, B., Mishra, D., & Mandal, A. (2022). A systematic literature review towards a conceptual framework for enablers and barriers of an enterprise data science strategy. Information Systems and e-Business Management, 20(1), 223–255. https://doi.org/10.1007/s10257-022-00550-x
  85. Samaranayake, P., Laosirihongthong, T., Adebanjo, D., & Boon‐itt, S. (2022). Prioritising enabling factors of Internet of things (IoT) adoption in digital supply chain. International Journal of Productivity and Performance Management, 72(10), 3095–3118. https://doi.org/10.1108/ijppm-12-2021-0698
  86. Schwertner, K. (2017). Digital transformation of business. The Journal of Supercomputing, 15(1), 388-393. https://doi.org/10.15547/TJS.2017.S.01.065
  87. Singh, A., Klarner, P., & Heß, T. (2020). How do chief digital officers pursue digital transformation activities? The role Singh, A., Klarner, P., & Heß, T. (2020). How do chief digital officers pursue digital transformation activities? The role of organization design parameters. Long Range Planning, 53(3), Article 101890. https://doi.org/10.1016/j.lrp.2019.07.001
  88. Singhal, K., & Singhal, J. (2022). Technology, knowledge, and manufacturing before the Industrial Revolution. Production and Operations Management, 31(12), 4262–4275. https://doi.org/10.1111/poms.13855
  89. Sivarajah, U., Irani, Z., Gupta, S., & Mahroof, K. (2020). Role of big data and social media analytics for business to business sustainability: A participatory web context. Industrial Marketing Management, 86, 163–179. https://doi.org/10.1016/j.indmarman.2019.04.005
  90. Sony, M., Antony, J., McDermott, O., & Garza‐Reyes, J. A. (2021). An empirical examination of benefits, challenges, and critical success factors of industry 4.0 in manufacturing and service sector. Technology in Society, 67, Article 101754. https://doi.org/10.1016/j.techsoc.2021.101754
  91. Sott, M. K., Furstenau, L. B., Kipper, L. M., Rodrigues, Y. P. R., López-Robles, J. R., Giraldo, F. D., & Cobo, M. J. (2021). Process modeling for smart factories: using science mapping to understand the strategic themes, main challenges and future trends. Business Process Management Journal, 27(5), 1391–1417. https://doi.org/10.1108/bpmj-05-2020-0181
  92. Statista. (2023). Digital transformation spending worldwide 2017-2026. https://www.statista.com/statistics/870924/worldwide-digital-transformation-market-size/
  93. Tabrizi, B., Lam, E., Girard, K. & Irvin, a. V. (2019). Digital transformation is not about technology. Harvard Business Review. https://hbr.org/2019/03/digital-transformation-isnot-about-technology
  94. Taneja, S., Siraj, A., Ali, L., Bandrana, A. K., Luthra, & Zhu, Y. (2023). Is FinTech Implementation a Strategic Step for Sustainability in Today's Changing Landscape? An Empirical Investigation. IEEE Transactions on Engineer Management, 1-13. https://doi.org/10.1109/TEM.2023.3262742
  95. Tang, D. (2021). WHAT IS DIGITAL TRANSFORMATION? EDPACS: The EDP Audit, Control, and Security Newsletter Online, 64(1), 9–13. https://doi.org/10.1080/07366981.2020.1847813
  96. Temnikov, A., & Podshivalova, M. (2022). Digital Transformation In Industry: Benefits, Costs And Risks. Bulletin of South Ural State University series Economics and management, 16(2). https://doi.org/10.14529/em220212.
  97. Jeske, T., Weber, M., Würfels, M., Lennings, F., & Stowasser, S. (2018). Opportunities of digitalization for productivity management. In Nunes, I. (eds) Advances in Human Factors and Systems Interaction. AHFE 2018. Advances in intelligent systems and computing, 781, (pp. 321–331), Springer, Cham. https://doi.org/10.1007/978-3-319-94334-3_32
  98. Tiwari, A. K., Marak, Z. R., Paul, J., & Deshpande, A. P. (2023). Determinants of electronic invoicing technology adoption: Toward managing business information system transformation. Journal of Innovation & Knowledge, 8(3), Article 100366. https://doi.org/10.1016/j.jik.2023.100366
  99. Trantopoulos, K., Von Krogh, G., Wallin, M. W., & Woerter, M. (2017). External Knowledge and Information Technology: Implications for Process Innovation performance. Management Information Systems Quarterly, 41(1), 287–300. https://doi.org/10.25300/misq/2017/41.1.15
  100. Tortorella, G. L., Fogliatto, F. S., Kumar, M., González, V. A., & Pepper, M. (2022). Effect of Industry 4.0 on the relationship between socio-technical practices and workers’ performance. Journal of Manufacturing Technology Management, 34(1), 44–66. https://doi.org/10.1108/jmtm-04-2022-0173
  101. Tsiavos, V., & Kitsios, F. (2022). Technology as driver, enabler and Barrier of Digital Transformation: A review. In Themistocleous, M., & Papadaki, M. (eds) Information Systems. EMCIS 2021. Lecture notes in business information processing, 437, (pp. 681–693). https://doi.org/10.1007/978-3-030-95947-0_48
  102. Vafadarnikjoo, A., Ahmadi, H., Liou, J. J. H., Botelho, T., & Chalvatzis, K. (2021). Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process. Annals of Operations Research, 327(1), 129–156. https://doi.org/10.1007/s10479-021-04048-6
  103. Warner, K., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), 326–349. https://doi.org/10.1016/j.lrp.2018.12.001
  104. Weber, M., D’Acunto, F., Gorodnichenko, Y., & Coibion, O. (2022). The Subjective inflation Expectations of Households and Firms: Measurement, determinants, and implications. Journal of Economic Perspectives, 36(3), 157–184. https://doi.org/10.1257/jep.36.3.157
  105. Witschel, D., Döhla, A., Kaiser, M., Voigt, K., & Pfletschinger, T. (2019). Riding on the wave of digitization: insights how and under what settings dynamic capabilities facilitate digital-driven business model change. Journal of Business Economics, 89(8–9), 1023–1095. https://doi.org/10.1007/s11573-019-00950-5
  106. Xin, L., Lang, S., & Mishra, A. R. (2022). Evaluate the challenges of sustainable supply chain 4.0 implementation under the circular economy concept using new decision making approach. Operations Management Research, 15(3–4), 773–792. https://doi.org/10.1007/s12063-021-00243-7
  107. Xin, Z., Xu, Y., & Ma, L. (2022). Research on Successful Factors and Influencing Mechanism of the digital transformation in SMEs. Sustainability, 14(5), 2549. https://doi.org/10.3390/su14052549
  108. Yeo, S. F., Tan, C. L., Kumar, A., Tan, K. H., & Wong, J. K. (2022). Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry. Technological Forecasting and Social Change, 177, Article 121551. https://doi.org/10.1016/j.techfore.2022.121551
  109. Yudistira, Y., Arkeman, Y., Andati, T. & Jahroh, S. (2022). A Bibliometric Review on Dynamic Capability. Indonesian Journal of Business and Entrepreneurship, 8(1), 158-167. http://dx.doi.org/10.17358/IJBE.8.1.158.
  110. Zhu, K., Dong, S., Xu, S. X., & Kraemer, K. L. (2006). Innovation diffusion in global contexts: determinants of post-adoption digital transformation of European companies. European Journal of Information Systems, 15(6), 601–616. https://doi.org/10.1057/palgrave.ejis.3000650
  111. ZoBell, S. (2018). Why Digital Transformations fail: Closing the $900 billion hole in enterprise strategy. Forbes. https://www.forbes.com/sites/forbestechcouncil/2018/03/13/why-digital-transformations-fail-closing-the-900-billion-hole-in-enterprise-strategy/
  112. Zupančič, T., Herneoja, A., Schoonjans, Y., & Achten, H.H. (2018). A Research Framework of Digital Leadership. eCAADe Proceedings, (1), 641-646. https://doi.org/10.52842/conf.ecaade.2018.1.641.
Language: English
Page range: 3387 - 3420
Published on: Jul 3, 2024
Published by: Bucharest University of Economic Studies
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2024 Camelia Cazoni, Carmen Nadia Ciocoiu, Alexandra Pîrcălăboiu, Andrei Giuleșteanu, Elena Casandra Ceaușescu, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution 4.0 License.