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International Journal of Academic Research in Business and Social Sciences

Open Access Journal

ISSN: 2222-6990

Advanced Technologies and Firm Performance: The Mediating Role of Employee Digital Competency: A Conceptual Framework

Wedad Salim Ali Al Siyabi, Harcharanjit Singh, Afra Al-Zadjali

http://dx.doi.org/10.6007/IJARBSS/v16-i11/29246

Open access

Putting the Investments in advanced technologies such as artificial intelligence (AI), big data analytics, cloud computing, the Internet of Things (IoT), and robotics by organizations from several industries have not yet run to stable and foreseeable performance effects. However, current research reveals that there is further to the technology value creation than just technology. There is a human factor in a first. Moreover, to create value by means of advanced technology, employees must acquire the necessary digital competencies. This paper explains a conceptual model where advanced technology is the independent variable, employee digital competency is the mediating variable, and firm performance is the dependent variable. For five (5) classifications of advanced technologies, specifically AI, big data, cloud computing, IoT, and robotics, the link with employee digital competency and the resulting firm performance is discussed. There are three underlying theoretical frameworks are the Resource-Based View, Dynamic Capabilities Theory, and the Technology Organization Environment (TOE) framework. The paper consists of a synthesis of empirical and conceptual studies published between 2023 and 2026. It argues the literature gaps, the research objectives, and questions, and presents a set of testable hypotheses. The findings and implications for management and research are presented as well. Limitations and directions for future research are also discussed.

Abdalla, R. A., Ramayah, T., Sankar, J. P., Hidaytalla, L. A., & John, J. A. (2024). Enhancing efficiency: The impact of cloud computing adoption on small and medium enterprises performance. Emerging Science Journal, 8(6), 2431–2448. https://doi.org/10.28991/ESJ-2024-08-06-017
Ali, M., Khan, T. I., Khattak, M. N., & ?ener, ?. (2024). Synergizing AI and business: Maximizing innovation, creativity, decision precision, and operational efficiency in high-tech enterprises. Journal of Open Innovation: Technology, Market, and Complexity, 10(3), 100352.
Barba-Sánchez, V., Meseguer-Martínez, Á., Gouveia-Rodrigues, R., & Raposo, M. L. (2024). Effects of digital transformation on firm performance: The role of IT capabilities and digital orientation. Heliyon, 10(6), e27725. https://doi.org/10.1016/j.heliyon.2024.e27725
Bilal, M., Uzzaman, M. S., Hassan, H., & Adnan, M. (2026). Factors influencing digital transformation adoption in manufacturing: Big data analytics, digital literacy, and firm performance. Total Quality Management & Business Excellence, 37(3–4), 220–242. https://doi.org/10.1080/14783363.2026.2613218
Bi, C., Zhang, D., Sun, Z., & Jin, Y. (2025). Investigating the influencing factors and structural pathways of artificial intelligence literacy from a triadic reciprocal perspective: An ISM-MICMAC modeling approach. Aslib Journal of Information Management, 1–21. https://doi.org/10.1108/AJIM-03-2025-0124
Bouwmans, M., Lub, X., Orlowski, M., & Nguyen, T.-V. (2024). Developing the digital transformation skills framework: A systematic literature review approach. PLOS ONE, 19(7), e0304127. https://doi.org/10.1371/journal.pone.0304127
Cao, X., Cheng, Y., Hou, J., & Xia, S. (2026). Is digital human capital investment good for firm performance? The mediating role of organizational and technological resource use. Journal of Science and Technology Policy Management, ahead-of-print. https://doi.org/10.1108/JSTPM-07-2024-0263
Caroline, A., Coun, M. J. H., Gunawan, A., & Stoffers, J. (2025). A systematic literature review on digital literacy, employability, and innovative work behavior: Emphasizing the contextual approaches in HRM research. Frontiers in Psychology, 15, Article 1448555. https://doi.org/10.3389/fpsyg.2024.1448555
Chen, C., Zhang, Y., & Wang, S. (2023). Digital transformation and firm performance: A case study on China's listed companies in 2009–2020. Digital Economy and Sustainable Development, 1(1), Article 18.
Garmaki, M., Gharib, R. K., & Boughzala, I. (2023). Big data analytics capability and contribution to firm performance: The mediating effect of organizational learning on firm performance. Journal of Enterprise Information Management, 36(5), 1161–1184. https://doi.org/10.1108/JEIM-06-2021-0247
Guo, F., Li, Y., Maruping, L. M., & Masli, A. (2023). Complementarity between investment in information technology (IT) and IT human resources: implications for different types of firm innovation. Information Systems Research, 34(3), 1259-1275.
Yoganandham, G. (2025). Impact Of Economic, Technological, and Demographic Changes On The Future Workforce By 2030 With Reference To Emerging Trends And Challenges-An Integrated Analysis. Science, Technology and Development, 14(10), 950-707.
Yang, Q., Aman, A. B., Zaki, H. O., & Baharin, R. (2026). Digital trade transformation for SMEs in Asia Pacific using the technology-organization-environment framework: A systematic literature review. Veredas do Direito, 23, e234766-e234766.
Shen, X., Paluzzi, H., Qiu, C., Kohnke, E. J., & Chen, H. (2025). A meta-analysis of the relationships among digital transformation, innovation and firm performance: The moderating effects of country-specific factors. International Journal of Physical Distribution & Logistics Management, 55(7), 701–737. https://doi.org/10.1108/IJPDLM-04-2024-0170
Soori, M., Dastres, R., Arezoo, B., & Jough, F. K. G. (2024). Intelligent robotic systems in Industry 4.0: A review. Journal of Advanced Manufacturing Science and Technology, 4(3), 2024007.
Díaz-Martínez, M. A., Román-Salinas, R. V., Fuentes-Rubio, Y. A., Morales-Rodríguez, M. A., Cervantes-Zubirias, G., & Rivera-García, G. E. (2026). IoT-driven pathways toward corporate sustainability in Industry 4.0 ecosystems: A systematic review. Sustainability, 18(2), 1052. https://doi.org/10.3390/su18021052
Fan, J., & He, L. (2025). Assessing the mediating role of human capital in the relationship between digital transformation and firm performance. Journal of Manufacturing Technology Management, 37, 1–22.
Hansen, A. K., Christiansen, L., & Lassen, A. H. (2025). Technology isn't enough for Industry 4.0: On SMEs and hindrances to digital transformation. International Journal of Production Research, 63(18), 6585–6605. https://doi.org/10.1080/00207543.2024.2305800
Jahangir, S. (2025). Internet of Things (IoT) Implementation and Operational Efficiency: The Moderating Role of Employee Digital Skills. Pakistan Journal of Management Sciences and Technology (PJMST), 3(2), 48-59.
Korherr, P., & Kanbach, D. (2023). Human-related capabilities in big data analytics: A taxonomy of human factors with impact on firm performance. Review of Managerial Science, 17(6), 1943–1970. https://doi.org/10.1007/s11846-022-00596-8
Kintsurashvili, L. (2026). Digital transformation, skill mismatches, and employment outcomes in transition economies. Access to Science, Business, Innovation in the Digital Economy, 7(2), 312–330. https://doi.org/10.46656/access.2026.7.2(4)
Karami, M. (2026). Dynamic capabilities theory and human capital theory: building an AI-ready workforce for the future of work. Strategic HR Review, 1-5.
Lu, T. (2026). Navigating foundational uncertainty: a dynamic-adaptive model of enterprise digital transformation in the age of generative AI. Humanities and Social Sciences Communications, 13(1), 451.
Mhaske, P., Bhattacharjee, B., Haldar, N., Upadhyay, P., & Mandal, A. (2025). Bridging digital skill gaps in the global workforce: A synthesis and conceptual framework building. Research in Globalization, 11, Article 100311. https://www.sciencedirect.com/science/article/pii/S2590051X25000449
Nafizah, U. Y. (2023). Advanced digital technology adoption, innovation strategy, and firm innovation performance [Doctoral dissertation, University of Warwick]. WRAP Repository. https://wrap.warwick.ac.uk/187348
Santana, M., & Díaz-Fernández, M. (2023). Competencies for the artificial intelligence age: Visualisation of the state of the art and future perspectives. Review of Managerial Science, 17(6), 1971–2004. https://doi.org/10.1007/s11846-022-00613-w
Schiavo, G., Businaro, S., & Zancanaro, M. (2024). Comprehension, apprehension, and acceptance: Understanding the influence of literacy and anxiety on acceptance of artificial intelligence. Technology in Society, 78, 102626. https://doi.org/10.1016/j.techsoc.2024.102626
Seppänen, S. (2025). Digital transformation in SMEs: Drivers, challenges, and the impact of emerging technologies on decision-making and management control [Doctoral dissertation, Lappeenranta-Lahti University of Technology LUT]. LUTPub.
Siminic?, M. I., Cîrciumaru, D., Manta, A. G., Cârstina, S., Badareu, G., & Gher?escu, C. (2025). FinTech, artificial intelligence, and European Union banks: A double-edged sword for performance? Oeconomia Copernicana, 16(3), 1099–1176. https://doi.org/10.24136/oc.3798
Islam, M. T., Sepanloo, K., Woo, S., Woo, S. H., & Son, Y. J. (2025). A review of the industry 4.0 to 5.0 transition: Exploring the intersection, challenges, and opportunities of technology and human–machine collaboration. Machines, 13(4), 267. https://doi.org/10.3390/machines13040267
Pea-Assounga, J. B. B., & Bindel Sibassaha, J. L. (2024). Impact of technological change, employee competency, and law compliance on digital human resource practices: Evidence from Congo telecom. Sustainable Futures, 7, Article 100195.
Piotrowski, B., & Revtiuk, Y. (2026). Digital skills and experience as drivers of AI acceptance: Evidence from the Eurobarometer 2024. Central European Journal of Operations Research. https://doi.org/10.1007/s10100-026-01030-0
Poulose, S., Bhattacharjee, B., & Chakravorty, A. (2025). Determinants and drivers of change for digital transformation and digitalization in human resource management: A systematic literature review and conceptual framework building. Management Review Quarterly, 75(3), 1911–1936. https://doi.org/10.1007/s11301-024-00423-2
Meena, G., & Santhanalakshmi, K. (2025). Deconstructing digital transformation: A multidimensional analysis of digital literacy's role in shaping human capital and driving organizational success. Economics, 13(1), 405–430. https://doi.org/10.2478/eoik-2025-0018
Oostveen, A.-M., Eimontaite, I., & Fletcher, S. (2025). Human factors in digital manufacturing technology adoption: A workforce perspective. The International Journal of Advanced Manufacturing Technology, 140, 6575–6593. https://doi.org/10.1007/s00170-025-16524-5
Ojong, N. (2025). Interrogating the economic, environmental, and social impact of artificial intelligence and big data in sustainable entrepreneurship. Business Strategy and the Environment, 34(7), 8305–8320. https://doi.org/10.1002/bse.70031
V?rzaru, A. A., & Bocean, C. G. (2024). Digital transformation and innovation: The influence of digital technologies on turnover from innovation activities and types of innovation. Systems, 12(9), 359.
Shah, N., Zehri, A. W., Saraih, U. N., Abdelwahed, N. A. A., & Soomro, B. A. (2024). The role of digital technology and digital innovation towards firm performance in a digital economy. Kybernetes, 53(2), 620–644. https://doi.org/10.1108/K-01-2023-0124
Weritz, P., Braojos, J., Matute, J., & Benitez, J. (2025). Impact of strategic capabilities on digital transformation success and firm performance: Theory and empirical evidence. European Journal of Information Systems, 34(3), 415–435. https://doi.org/10.1080/0960085X.2024.2311137
Wu, J. C. K., Hsu, Y., Shih, H. T., Cheng, S. C., & Chen, H. L. (2024). The Role of Cloud Computing in Information Technology Service Providers in Taiwan.
Zhao, M., Wang, Z., & Liu, S. (2025). Industrial robot application and total factor productivity of manufacturing enterprises. PLOS ONE. https://doi.org/10.1371/journal.pone.0331378
Zhao, X., Bilal, M., Wu, J., Sohu, J. M., Akhtar, S., & Hassan, M. I. U. (2024). Unraveling the factors influencing digital transformation and technology adoption in high-tech firms: The moderating role of digital literacy. SAGE Open, 14(4). https://doi.org/10.1177/21582440241300189
Zhao, X., Li, X., Li, Y., & Wang, Z. (2024). The impact of digital transformation on firm performance. Industrial Management & Data Systems, 124(8), 2567–2587. https://doi.org/10.1108/IMDS-09-2023-0661

Siyabi, W. S. A. Al, Singh, H., & Al-Zadjali, A. (2026). Advanced Technologies and Firm Performance: The Mediating Role of Employee Digital Competency: A Conceptual Framework. International Journal of Academic Research in Business and Social Sciences, 16(11), 187-203.