The digital organization transformation (DOT) model: bridging digital transformation and organizational structures in construction firms
DOI: https://doi.org/10.3846/jcem.2025.24318Abstract
Digital transformation is a pathway to improve productivity in the construction sector, but organizational structures still need more adaptation. There are no fully developed models at the level of factors and evidence between organizational structures and digital transformation. This paper analyzes the impact of digital transformation on organizational structures within the construction sector, utilizing a semi-structured interview and field inspection methodology to validate key organizational factors and evidence influencing this process. The research focuses on Colombia’s medium and large construction companies and aims to validate an integrated conceptual model of digital transformation and organizational structures. Results indicate that while technological tools have been adopted, the full potential of digital transformation still needs to be explored. The study highlights the factors and evidence that affect the variables of digital transformation and organizational structures. While technological tools are essential, they are unlikely to create a long-term competitive advantage. This research advances the understanding that the integrated implementation of digital transformation and organizational structures, grounded in validated factors and evidence, can drive enhanced decision-making, reduce inefficiencies, and improve productivity within the construction industry.
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digital transformation, organizational structure, organizational culture, construction sector, conceptual model, construction firmsHow to Cite
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References
Adel, A. (2022). Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas. Journal of Cloud Computing, 11, Article 40. https://doi.org/10.1186/s13677-022-00314-5
Aghimien, D., Aigbavboa, C., & Matabane, K. (2023). Dynamic capabilities for construction organizations in the fourth industrial revolution era. International Journal of Construction Management, 23(5), 855–864. https://doi.org/10.1080/15623599.2021.1940745
Agustia, D., Muhammad, N. P. A., & Permatasari, Y. (2020). Earnings management, business strategy, and bankruptcy risk: Evidence from Indonesia. Heliyon, 6(2), Article e03317. https://doi.org/10.1016/j.heliyon.2020.e03317
Ahmady, G., Mehrpour, M., & Nikooravesh, A. (2016). Organizational structure. Procedia - Social and Behavioral Sciences, 230, 455–462. https://doi.org/10.1016/j.sbspro.2016.09.057
Akintoye, A., Goulding, J. S., & Zawdie, G. (2012). Construction innovation and process improvement. In A. Akintoye, J. S. Goulding, & G. Zawdie (Eds.), Construction innovation and process improvement (Chapter 1). Wiley. https://doi.org/10.1002/9781118280294.ch1
Al-Hakim, L., & Lu, W. (2017). The role of collaboration and technology diffusion on business performance. International Journal of Productivity and Performance Management, 66(1), 22–50. https://doi.org/10.1108/IJPPM-08-2014-0122
Alkan, D. P., & Tunç, A. Ö. (2019). Current trends in practicing leadership: Evidence from the Harvard business review. In I. Chirino-Klevans (Ed.), Cases on global leadership in the contemporary economy (pp. 137–165). IGI Global Scientific Publishing. https://doi.org/10.4018/978-1-5225-8088-1.ch008
Ayodele, O. A., Chang-Richards, A., & González, V. (2020). Factors affecting workforce turnover in the construction sector: A systematic review. Journal of Construction Engineering and Management, 146(2), Article 03119010. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001725
Baduge, S. K., Thilakarathna, S., Perera, J. S., Arashpour, M., Sharafi, P., Teodosio, B., Shringi, A., & Mendis, P. (2022). Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications. Automation in Construction, 141, Article 104440. https://doi.org/10.1016/j.autcon.2022.104440
Balali, A., Moehler, R. C., & Valipour, A. (2022). Ranking cost overrun factors in the mega hospital construction projects using Delphi-SWARA method: an Iranian case study. International Journal of Construction Management, 22(13), 2577–2585. https://doi.org/10.1080/15623599.2020.1811465
Barton, D., & Court, D. (2012, October). Making advanced analytics work for you. Harvard Business Review. https://hbr.org/2012/10/making-advanced-analytics-work-for-you
Begić, H., & Galić, M. (2021). A systematic review of construction 4.0 in the context of the BIM 4.0 premise. Buildings, 11(8), Article 337. https://doi.org/10.3390/buildings11080337
Bonanomi, M. M., Hall, D. M., Staub-French, S., Tucker, A., & Talamo, C. M. L. (2019). The impact of digital transformation on formal and informal organizational structures of large architecture and engineering firms. Engineering, Construction and Architectural Management, 27(4), 872–892. https://doi.org/10.1108/ECAM-03-2019-0119
Botella, M., Nelson, J., & Zenasni, F. (2019). It is time to observe the creative process: How to use a creative process report diary (CRD). Journal of Creative Behavior, 53(2), 211–221. https://doi.org/10.1002/jocb.172
Bouguerra, A., Hughes, M., Cakir, M. S., & Tatoglu, E. (2023). Linking entrepreneurial orientation to environmental collaboration: A stakeholder theory and evidence from multinational companies in an emerging market. British Journal of Management, 34(1), 487–511. https://doi.org/10.1111/1467-8551.12590
Brubaker, D., Noble, C., Fincher, R., Park, S. K. Y., & Press, S. (2014). Conflict resolution in the workplace: What will the future bring?. Conflict Resolution Quarterly, 31(4), 357–386. https://doi.org/10.1002/crq.21104
Caniëls, M. C. J., & Baaten, S. M. J. (2019). How a learning-oriented organizational climate is linked to different proactive behaviors: The role of employee resilience. Social Indicators Research, 143(2), 561–577. https://doi.org/10.1007/s11205-018-1996-y
Charmaz, K. (2006). Constructing grounded theory: A practical guide through qualitative analysis. Sage.
Chen, X., Liu, Z., & Zhu, Q. (2020). Reprint of “Performance evaluation of China’s high-tech innovation process: Analysis based on the innovation value chain”. Technovation, 94–95, Article 102094. https://doi.org/10.1016/j.technovation.2019.102094
Chung, S. W., Kwon, S. W., Moon, D. Y., Lee, K. H., & Shin, J. H. (2019). Information exchange process for AR based smart facility maintenance system using BIM model. In Proceedings of the 36th International Symposium on Automation and Robotics in Construction (ISARC 2019) (pp. 595–602), Banff, Canada. https://doi.org/10.22260/ISARC2019/0079
Corritore, M., Goldberg, A., & Srivastava, S. B. (2020, January–February). The new analytics of culture. Harvard Business Review. https://hbr.org/2020/01/the-new-analytics-of-culture
Crawford, P., & Vogl, B. (2006). Measuring productivity in the construction industry. Building Research and Information, 34(3), 208–219. https://doi.org/10.1080/09613210600590041
Dallemule, L., & Davenport, T. H. (2017, April 18). What’s your data strategy?. Harvard Business Review. https://hbr.org/webinar/2017/04/whats-your-data-strategy
Ding, L., & Xu, X. (2014). Application of cloud storage on BIM life-cycle management. International Journal of Advanced Robotic Systems, 11(8), Article 129. https://doi.org/10.5772/58443
El Jazzar, M., Schranz, C., Urban, H., & Nassereddine, H. (2021). Integrating construction 4.0 technologies: A four-layer implementation plan. Frontiers in Built Environment, 7, Article 671408. https://doi.org/10.3389/fbuil.2021.671408
Elia, G., Solazzo, G., Lerro, A., Pigni, F., & Tucci, C. L. (2024). The digital transformation canvas: A conceptual framework for leading the digital transformation process. Business Horizons, 67(4), 381–398. https://doi.org/10.1016/j.bushor.2024.03.007
Ernstsen, S. N., Whyte, J., Thuesen, C., & Maier, A. (2021). How innovation champions frame the future: Three visions for digital transformation of construction. Journal of Construction Engineering and Management, 147(1), Article 05020022. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001928
Faris, H., Gaterell, M., & Hutchinson, D. (2022). Investigating underlying factors of collaboration for construction projects in emerging economies using exploratory factor analysis. International Journal of Construction Management, 22(3), 514–526. https://doi.org/10.1080/15623599.2019.1635758
Filipeanu, D., & Cananău, M. (2015). Assertive communication and efficient management in the office. Communication and Globalization International Journal of Communication Research, 5, 237–243.
Fisher, C. M., & Barrett, F. J. (2019). The experience of improvising in organizations: A creative process perspective. Academy of Management Perspectives, 33(2), 148–162. https://doi.org/10.5465/amp.2017.0100
Forcael, E., Ferrari, I., Opazo-Vega, A., & Pulido-Arcas, J. A. (2020). Construction 4.0: A literature review. Sustainability, 12(22), Article 9755. https://doi.org/10.3390/su12229755
Frenkel, S. J., & Bednall, T. (2016). How training and promotion opportunities, career expectations, and two dimensions of organizational justice explain discretionary work effort. Human Performance, 29(1), 16–32. https://doi.org/10.1080/08959285.2015.1120306
Garcia, A. J., & Mollaoglu, S. (2020). Individuals’ capacities to apply transferred knowledge in AEC project teams. Journal of Construction Engineering and Management, 146(4), Article 04020016. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001791
García de Soto, B., Agustí-Juan, I., Joss, S., & Hunhevicz, J. (2019). Implications of Construction 4.0 to the workforce and organizational structures. International Journal of Construction Management, 22(2), 205–217. https://doi.org/10.1080/15623599.2019.1616414
Gino, F. (2019, November–December). Cracking the code of sustained collaboration. Harward Business Review. https://hbr.org/2019/11/cracking-the-code-of-sustained-collaboration#comment-section
González, V. A., Hamzeh, F., Alarcón, L. F., & Salam, K. (2022). Lean Construction 4.0. In V. A. González, F. Hamzeh, & L. F. Alarcón (Eds.), Lean Construction 4.0. Driving a digital revolution of production management in the AEC industry (pp. 3–14). Routledge. https://doi.org/10.1201/9781003150930-2
Guest, G., Bunce, A., & Johnson, L. (2006). How many interviews are enough?: An experiment with data saturation and variability. Field Methods, 18(1), 59–82. https://doi.org/10.1177/1525822X05279903
Gultekin, A., Ozdemir, A. A., & Budak, F. (2018). The effect of assertiveness education on communication skills given to nursing students. International Journal of Caring Sciences, 11(1), 395–401.
Hao, J. L., Cheng, B., Lu, W., Xu, J., Wang, J., Bu, W., & Guo, Z. (2020). Carbon emission reduction in prefabrication construction during materialization stage: A BIM-based life-cycle assessment approach. Science of the Total Environment, 723, Article 137870. https://doi.org/10.1016/j.scitotenv.2020.137870
Hazana Abdullah, N., Shamsuddin, A., & Wahab, E. (2015). Does organizational culture mediate the relationship between transformational leadership and organizational commitment. International Journal of Organizational Leadership, 4(1), 18–32. https://doi.org/10.33844/ijol.2015.60344
Hooi, C., Adeeb Abdullah, A., & Lai Wan, H. (2013). Relationships of non-monetary incentives, job satisfaction and employee job performance. International Review of Management and Business Research, 2(4), 1085–1091.
Hu, Y., Castro-Lacouture, D., & Eastman, C. M. (2019). Holistic clash detection improvement using a component dependent network in BIM projects. Automation in Construction, 105, Article 102832. https://doi.org/10.1016/j.autcon.2019.102832
Hughes, R., & Thorpe, D. (2014). A review of enabling factors in construction industry productivity in an Australian environment. Construction Innovation, 14(2), 210–228. https://doi.org/10.1108/CI-03-2013-0016
Ikudayisi, A. E., Chan, A. P. C., Darko, A., & Adedeji, Y. M. D. (2023). Integrated practices in the Architecture, Engineering, and Construction industry: Current scope and pathway towards Industry 5.0. Journal of Building Engineering, 73, Article 106788. https://doi.org/10.1016/j.jobe.2023.106788
Ingólfsson, A. (2019). Communicating vision and strategy from leaders to front line [Master’s thesis]. Reykjavik University, Iceland.
Ismail, M. H., Khater, M., & Zaki, M. (2017). Digital business transformation and strategy: What do we know so far?. Cambridge Service Alliance.
Jackson, N. C. (2019). Managing for competency with innovation change in higher education: Examining the pitfalls and pivots of digital transformation. Business Horizons, 62(6), 761–772. https://doi.org/10.1016/j.bushor.2019.08.002
Janićijević, N. (2013). The mutual impact of organizational culture and structure. Economic Annals, 58, 35–60. https://doi.org/10.2298/EKA1398035J
Jensen, U. T., Moynihan, D. P., & Salomonsen, H. H. (2018). Communicating the vision: How face-to-face dialogue facilitates transformational leadership. Public Administration Review, 78(3), 350–361. https://doi.org/10.1111/puar.12922
Kim, E. J., & Park, S. (2020). Transformational leadership, knowledge sharing, organizational climate and learning: An empirical study. Leadership and Organization Development Journal, 41(6), 761–775. https://doi.org/10.1108/LODJ-12-2018-0455
Klein, M. (2020). Leadership characteristics in the era of digital transformation. Business & Management Studies: An International Journal, 8(1), 883–902. https://doi.org/10.15295/bmij.v8i1.1441
Koc, E., Pantazis, E., Soibelman, L., & Gerber, D. J. (2020). Emerging trends and research directions. In A. Sawhney, M. Riley, & J. Irizarry (Eds.), Construction 4.0. An innovation platform for the built environment. Routledge. https://doi.org/10.1201/9780429398100-23
Koeleman, J., Ribeirinho, M. J., Rockhill, D., Sjödin, E., & Strube, G. (2019). Decoding digital transformation in construction. McKinsey & Company.
Li, H., Arditi, D., & Wang, Z. (2013). Factors that affect transaction costs in construction projects. Journal of Construction Engineering and Management, 139(1), 60–68. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000573
Liu, C., & Kong, D. (2021). Business strategy and sustainable development: Evidence from China. Business Strategy and the Environment, 30(1), 657–670. https://doi.org/10.1002/bse.2645
Ma, Z., Zhang, D., & Li, J. (2018). A dedicated collaboration platform for integrated project delivery. Automation in Construction, 86, 199–209. https://doi.org/10.1016/j.autcon.2017.10.024
Mantha, B. R. K., & de Soto, B. G. (2019). Cyber security challenges and vulnerability assessment in the construction industry. In Creative Construction Conference 2019 (pp. 29–37). Budapest University of Technology and Economics. https://doi.org/10.3311/ccc2019-005
Marinelli, M. (2023). From Industry 4.0 to Construction 5.0: Exploring the path towards human–robot collaboration in construction. Systems, 11(3), Article 152. https://doi.org/10.3390/systems11030152
Matarneh, S., Danso-Amoako, M., Al-Bizri, S., Gaterell, M., & Matarneh, R. (2019). BIM-based facilities information: Streamlining the information exchange process. Journal of Engineering, Design and Technology, 17(6), 1304–1322. https://doi.org/10.1108/JEDT-02-2019-0048
McAfee, A., & Brynjolfsson, E. (2012, October). Big data: The management revolution. Harvard Business Review. https://hbr.org/2012/10/big-data-the-management-revolution
Mehale, K., Govender, C. M., & Mabaso, C. M. (2021). Maximising training evaluation for employee performance improvement. SA Journal of Human Resource Management, 19, Article a1473. https://doi.org/10.4102/sajhrm.v19i0.1473
Morakanyane, R., Grace, A., & O’Reilly, P. (2017). Conceptualizing digital transformation in business organizations: A systematic review of literature. In 30th Bled EConference: Digital Transformation – From Connecting Things to Transforming Our Lives, (BLED 2017) (pp. 427–444), Bled, Slovenia. https://doi.org/10.18690/978-961-286-043-1.30
Mykytas, M., Terenchuk, S., & Zhuravska, N. (2018). Models, methods and tools of optimizing costs for development of clusterized organizational structures in construction industry. International Journal of Engineering and Technology, 7(3), 250–254. https://doi.org/10.14419/ijet.v7i3.2.14414
Naji, K. K., Gunduz, M., Alhenzab, F., Al-Hababi, H., & Al-Qahtani, A. (2024). Assessing the digital transformation readiness of the construction industry utilizing the Delphi method. Buildings, 14(3), Article 601. https://doi.org/10.3390/buildings14030601
Najjar, M. K., Figueiredo, K., Evangelista, A. C. J., Hammad, A. W. A., Tam, V. W. Y., & Haddad, A. (2022). Life cycle assessment methodology integrated with BIM as a decision-making tool at early-stages of building design. International Journal of Construction Management, 22(4), 541–555. https://doi.org/10.1080/15623599.2019.1637098
Nilsen, E. B., Bowler, D. E., & Linnell, J. D. C. (2020). Exploratory and confirmatory research in the open science era. Journal of Applied Ecology, 57(4), 842–847. https://doi.org/10.1111/1365-2664.13571
Nyqvist, R., Peltokorpi, A., Lavikka, R., & Ainamo, A. (2025). Building the digital age: management of digital transformation in the construction industry. Construction Management and Economics, 43(4), 262–283. https://doi.org/10.1080/01446193.2024.2416033
Oberer, B., & Erkollar, A. (2018). Leadership 4.0: Digital leaders in the age of Industry 4.0. International Journal of Organizational Leadership, 7(4), 404–412. https://doi.org/10.33844/ijol.2018.60332
Oladimeji, O., Najjar, M. K., Soares, C. A. P., & Haddad, A. N. (2023). The influence of building information modelling adoption in the viability of medium, small and micro scale construction firms (MSMSCFs). Buildings, 13(4), Article 1087. https://doi.org/10.3390/buildings13041087
Olanipekun, A. O., & Sutrisna, M. (2021). Facilitating digital transformation in construction – A systematic review of the current state of the art. Frontiers in Built Environment, 7, Article 660758. https://doi.org/10.3389/fbuil.2021.660758
Omotayo, F. O. (2015). Knowledge management as an important tool in organisational management: A review of literature. Library Philosophy and Practice.
Omura, M., Maguire, J., Levett-Jones, T., & Stone, T. E. (2016). Effectiveness of assertive communication training programs for health professionals and students: a systematic review protocol. JBI Database of Systematic Reviews and Implementation Reports, 14(10), 64–71. https://doi.org/10.11124/jbisrir-2016-003158
Oraee, M., Hosseini, M. R., Papadonikolaki, E., Palliyaguru, R., & Arashpour, M. (2017). Collaboration in BIM-based construction networks: A bibliometric-qualitative literature review. International Journal of Project Management, 35(7), 1288–1301. https://doi.org/10.1016/j.ijproman.2017.07.001
Osorio-Gómez, C. C., Herrera, R. F., Prieto-Osorio, J. M., & Pellicer, E. (2024). Conceptual model for implementation of digital transformation and organizational structure in the construction sector. Ain Shams Engineering Journal, 15(7), Article 102749. https://doi.org/10.1016/j.asej.2024.102749
Oviedo-Haito, R. J., Jiménez, J., Cardoso, F. F., & Pellicer, E. (2014). Survival factors for subcontractors in economic downturns. Journal of Construction Engineering and Management, 140(3), Article 04013056. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000811
Ozorhon, B., Oral, K., & Demirkesen, S. (2016). Investigating the components of innovation in construction projects. Journal of Management in Engineering, 32(3), Article 04015052. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000419
Pantazis, E., Koc, E., & Soibelman, L. (2022). The implications of the 4.0 Revolution in the AEC industry on the Lean construction paradigm. In V. A. González, F. Hamzeh, & L. F. Alarcón (Eds.), Lean Construction 4.0. Driving a digital revolution of production management in the AEC industry (pp. 35–49). Routledge. https://doi.org/10.1201/9781003150930-5
Pellicer, E., Yepes, V., Correa, C. L., & Alarcón, L. F. (2012). Organizational improvement through standardization of the innovation process in construction firms. Engineering Management Journal, 24(2), 40–53. https://doi.org/10.1080/10429247.2012.11431935
Pizzolitto, E., Verna, I., & Venditti, M. (2023). Authoritarian leadership styles and performance: A systematic literature review and research agenda. Management Review Quarterly, 73(2), 841–871. https://doi.org/10.1007/s11301-022-00263-y
Porter, M. (2001). The value chain and competitive advantage. In Understanding business: Processes (pp. 50–66). The Free Press.
Qu, F., Tang, Q., Li, C.-M., & Liu, J. (2025). Exploring the impact of digital transformation on productivity: The role of artificial intelligence technology, green technology, and energy technology. Technological and Economic Development of Economy. https://doi.org/10.3846/tede.2025.23009
Redmond, A., Hore, A., Alshawi, M., & West, R. (2012). Exploring how information exchanges can be enhanced through Cloud BIM. Automation in Construction, 24, 175–183. https://doi.org/10.1016/j.autcon.2012.02.003
Rialti, R., Zollo, L., Ferraris, A., & Alon, I. (2019). Big data analytics capabilities and performance: Evidence from a moderated multi-mediation model. Technological Forecasting and Social Change, 149, Article 119781. https://doi.org/10.1016/j.techfore.2019.119781
Rinchen, S., Banihashemi, S., & Alkilani, S. (2024). Driving digital transformation in construction: Strategic insights into building information modelling adoption in developing countries. Project Leadership and Society, 5, Article 100138. https://doi.org/10.1016/j.plas.2024.100138
Rodriguez, J., & Walters, K. (2017). The importance of training and development in employee performance and evaluation. World Wide Journal of Multidisciplinary Research and Development, 3(10), 206–212.
Samuelson, O., & Stehn, L. (2022). Digital transformation in construction – A review. Journal of Information Technology in Construction (ITcon), 28, 385–404. https://doi.org/10.36680/j.itcon.2023.020
Sawhney, A., & Odeh, I. S. (2020). Digital ecosystems in the construction industry – current state and future trends. In A. Sawhney, M. Riley, & J. Irizarry (Eds.), Construction 4.0. An innovation platform for the built environment (pp. 42–61). Routledge. https://doi.org/10.1201/9780429398100-3
Schneider, B., Ehrhart, M. G., & MacEy, W. H. (2013). Organizational climate and culture. Annual Review of Psychology, 64, 361–388. https://doi.org/10.1146/annurev-psych-113011-143809
Schreckling, E., & Steiger, C. (2017). Digitalize or drown. In G. Oswald, & M. Kleinemeier (Eds.), Shaping the digital enterprise (pp. 3–27). Springer, Cham. https://doi.org/10.1007/978-3-319-40967-2_1
Shelden, D. R., Pauwels, P., Pishdad-Bozorgi, P., & Tang, S. (2020). Data standards and data exchange for Construction 4.0. In A. Sawhney, M. Riley, & J. Irizarry (Eds.), Construction 4.0. An innovation platform for the built environment (pp. 222–239). Routledge. https://doi.org/10.1201/9780429398100-12
Smuttrasen, K., & Heo, D. (2020). The impact of leader roles on cross-border knowledge management and the development of boundaryless business models: A case study of Thai construction companies. Knowledge and Process Management, 27(1), 53–62. https://doi.org/10.1002/kpm.1620
Sokół, A., & Figurska, I. (2021). The importance of creative knowledge workers in creative organization. Energies, 14(20), Article 6751. https://doi.org/10.3390/en14206751
Sonkor, M. S., & García de Soto, B. (2021). Operational technology on construction sites: A review from the cybersecurity perspective. Journal of Construction Engineering and Management, 147(12), Article 04021172. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002193
Succar, B. (2009). Building information modelling framework: A research and delivery foundation for industry stakeholders. Automation in Construction, 18(3), 357–375. https://doi.org/10.1016/j.autcon.2008.10.003
Succar, B., & Poirier, E. (2020). Lifecycle information transformation and exchange for delivering and managing digital and physical assets. Automation in Construction, 112, Article 103090. https://doi.org/10.1016/j.autcon.2020.103090
Superintendencia de Sociedades. (2024). Las siguientes 9000 empresas más grandes.
Teo, Y. H., Yap, J. H., An, H., Yu, S. C. M., Zhang, L., Chang, J., & Cheong, K. H. (2022). Enhancing the MEP coordination process with BIM technology and management strategies. Sensors, 22(13), Article 4936. https://doi.org/10.3390/s22134936
Tortorella, G., Cox, D., Li, W., & Barros, A. (2023). Drivers and barriers for the traceability digitalisation in the Australian construction supply chain. Production, 33, Article e20220082.
Urbancová, H., Vrabcová, P., Hudáková, M., & Petrů, G. J. (2021). Effective training evaluation: The role of factors influencing the evaluation of effectiveness of employee training and development. Sustainability, 13(5), Article 2721. https://doi.org/10.3390/su13052721
van Rijnsoever, F. (2016). (I can’t get no) saturation: A simulation and guidelines for sample sizes in qualitative research. Academy of Management Proceedings, 2016(1), Article 12040. https://doi.org/10.5465/ambpp.2016.12040abstract
Vararean-Cochisa, D., & Crisan, E.-L. (2025). The digital transformation of the construction industry: A review. IIM Ranchi Journal of Management Studies, 4(1), 3–16. https://doi.org/10.1108/IRJMS-04-2024-0035
Weisberg, R. W. (2012). Modes of expertise in creative thinking: Evidence from case studies. In K. A. Ericsson, N. Charness, P. J. Feltovich, & R. R. Hoffman (Eds.), The Cambridge handbook of expertise and expert performance (pp. 761–788). Cambridge University Press. https://doi.org/10.1017/cbo9780511816796.042
Wong, Q., Sapuan, N. M., & Ali Khan, M. W. (2023). The impact of safety and health towards construction workforce productivity. Journal of Governance and Integrity, 6(1), 504–514. https://doi.org/10.15282/jgi.6.1.2023.9114
Woodside, A. G. (2010). Case study research: Theory, methods and practice. Emerald Group Publishing Ltd.
Xie, L., & Yang, L. (2021). The influence of perceptions of promotion opportunities on job performance and its mechanisms: A case study of Chinese junior civil servants. Journal of Contemporary China, 30(127), 118–135. https://doi.org/10.1080/10670564.2020.1766913
Yagiz, K., Ustundag, A., & Cevikcan, E. (2017). Maturity and readiness model for Industry 4.0 strategy implementation of Industry 4.0 strategies require wide applications in companies. In Industry 4.0: Managing the digital transformation (pp. 61–94). https://doi.org/10.1007/978-3-319-57870-5_4
Yamamoto, S. (2020). A strategic map for digital transformation. Procedia Computer Science, 176, 1374–1381. https://doi.org/10.1016/j.procs.2020.09.147
Yitmen, I., Almusaed, A., & Alizadehsalehi, S. (2023). Investigating the causal relationships among enablers of the Construction 5.0 paradigm: Integration of Operator 5.0 and Society 5.0 with human-centricity, sustainability, and resilience. Sustainability, 15(11), Article 9105. https://doi.org/10.3390/su15119105
Zhu, H., Wang, L., Li, C., Philbin, S. P., Li, H., Li, H., & Skitmore, M. (2024). Building a digital transformation maturity evaluation model for construction enterprises based on the Analytic Hierarchy Process and Decision-Making Trial and Evaluation Laboratory method. Buildings, 14(1), Article 91. https://doi.org/10.3390/buildings14010091
Zulu, S. L., Saad, A. M., Ajayi, S. O., Dulaimi, M., & Unuigbe, M. (2024). Digital leadership enactment in the construction industry: barriers undermining effective transformation. Engineering, Construction and Architectural Management, 31(10), 4062–4078. https://doi.org/10.1108/ECAM-05-2022-0491
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