Tech Self-Efficacy, Innovation, and Performance: A Systematic Review Using the CIMO Framework
DOI:
https://doi.org/10.47709/ijmdsa.v4i4.7365Keywords:
tech self-efficacy, innovation, performance, CIMO framework, systematic reviewAbstract
This systematic literature review (SLR) analyzes the strategic role of tech self-efficacy as a driver of innovation and organizational performance in various multidisciplinary contexts. Applying the PRISMA protocol, 144 articles were identified from the Scopus database and supplementary sources, and 32 studies met the final inclusion criteria (2020–2025). Using the CIMO (Context-Intervention-Mechanism-Outcome) framework, this review synthesizes empirical findings from the fields of education, technology, entrepreneurship, and workplace inclusion. The results indicate that tech self-efficacy consistently improves innovative behavior, technology adoption, creativity, and organizational performance, mediated by organizational support, inclusive leadership, digital readiness, and trust in AI. Methodological trends are dominated by quantitative approaches, particularly Structural Equation Modeling, while qualitative and mixed methods studies are still limited. Geographically, publications are dominated by China, creating a gap in cross-cultural representation, particularly in Africa and Latin America. Theoretically, research still relies on Social Cognitive Theory, Technology Acceptance Model, and Diffusion of Innovation. Despite the rapidly growing literature, it demonstrates conceptual fragmentation, a lack of integration of cultural and temporal dynamics, and limited discussion of the digital divide and psychological well-being in technology-based workplaces. This SLR provides a more holistic conceptual understanding of tech self-efficacy and offers a multidimensional framework for future research. Recommendations include expanding cross-cultural studies, utilizing mixed methods , and exploring new topics such as AI self-efficacy, digital resilience, and inclusive innovation ecosystems.
References
Adeniyi, A. O., Derera, E., & Gamede, V. (2022). Entrepreneurial Self-Efficacy for Entrepreneurial Readiness in a Developing Context: A Survey of Exit Level Students at TVET Institutions in Nigeria. Sage Open , 12 (2), 21582440221095059. https://doi.org/10.1177/21582440221095059
Boeve-De Pauw, J., De Loof, H., Walan, S., Gericke, N., & Van Petegem, P. (2024). Teachers' self-efficacy and role when teaching STEM in high-tech informal learning environments. Research in Science & Technological Education , 42 (2), 255–275. https://doi.org/10.1080/02635143.2022.2089873
Brown-Johnson, C.G., Safaeinili, N., Baratta, J., Palaniappan, L., Mahoney, M., Rosas, L.G., & Winget, M. (2021). Implementation outcomes of Humanwide: Integrated precision health in team-based family practice primary care. BMC Family Practice , 22 (1), 28. https://doi.org/10.1186/s12875-021-01373-4
Bandura. Albert. (1997). Self-efficacy. In VS Ramachaudran (Ed.), Encyclopedia of human behavior (Vol. 4, pp. 71-81). New York: Academic Press. (Reprinted in H. Friedman [Ed.], Encyclopedia of mental health. San Diego: Academic Press, 1998). https://happyheartfamilies.citymax.com/f/Self_Efficacy.pdf
Chamorro-Koc, M., Peake, J., Meek, A., & Manimont, G. (2021). Self-efficacy and trust in consumers' use of health-technologies devices for sports. Heliyon , 7 (8), e07794. https://doi.org/10.1016/j.heliyon.2021.e07794
Chen, K.-J., & Lin, C.-P. (2024). Exploring the influence of workplace environment on job performance: A socio-cognitive perspective. Total Quality Management & Business Excellence , 35 (15–16), 1816–1832. https://doi.org/10.1080/14783363.2024.2404438
Feng, L., Liu, Y., Xu, S., & Li, M. (2022). Paradoxical leader behavior effects on employee taking charge: A moderated – mediating model. Journal of Psychology in Africa , 32 (1), 26–32. https://doi.org/10.1080/14330237.2021.2002039
Fristedt, S., Smith, F., Grynne, A., & Browall, M. (2021). Digi-Do: A digital information tool to support patients with breast cancer before, during, and after the start of radiotherapy treatment: an RCT study protocol. BMC Medical Informatics and Decision Making , 21 (1), 76. https://doi.org/10.1186/s12911-021-01448-3
Gangadharbatla, H. (2020). Biohacking: An exploratory study to understand the factors influencing the adoption of embedded technologies within the human body. Heliyon , 6 (5), e03931. https://doi.org/10.1016/j.heliyon.2020.e03931
Guenaga, M., Eguíluz, A., Garaizar, P., & Mimenza, A. (2022). The Impact of Female Role Models Leading a Group Mentoring Program to Promote STEM Vocations among Young Girls. Sustainability , 14 (3), 1420. https://doi.org/10.3390/su14031420
Han, G. H., & Bai, Y. (2020). Leaders can facilitate creativity: The moderating roles of leader dialectical thinking and LMX on employee creative self-efficacy and creativity. Journal of Managerial Psychology , 35 (5), 405–417. https://doi.org/10.1108/JMP-02-2019-0106
Huwaida, LA, Yusuf, A., Satria, AN, Darmawan, MA, Ammar, MF, Yanuar, MW, Hidayanto, AN, & Yaiprasert, C. (2024). Generation Z and Indonesian Social Commerce: Unraveling key drivers of their shopping decisions. Journal of Open Innovation: Technology, Markets, and Complexity , 10 (2), 100256. https://doi.org/10.1016/j.joitmc.2024.100256
Iqbal, A., Nazir, T., & Ahmad, MS (2022). Entrepreneurial leadership and employee innovative behavior: An examination through multiple theoretical lenses. European Journal of Innovation Management , 25 (1), 173–190. https://doi.org/10.1108/EJIM-06-2020-0212
Jin, J., & Suntrayuth, S. (2022). Knowledge Sharing Motivation, Behavior, and Creativity of Knowledge Workers in Virtual Organizations. Discrete Dynamics in Nature and Society , 2022 (1), 4358132. https://doi.org/10.1155/2022/4358132
Jing, J., Wang, S., Yang, J., & Ding, T. (2022). The influence of empowering team leadership on employees' innovation passion in high-tech enterprises. Frontiers in Psychology , 13 , 928991. https://doi.org/10.3389/fpsyg.2022.928991
Kaur, M., Khan, N. A., Afzal, M., & Meraj, M. (2025). Green HRM and employees' green behavior: The role of environmental concern as a moderator. In International Journal of Organizational Analysis . Emerald Publishing. https://doi.org/10.1108/IJOA-11-2024-5018
Khan, K., Khan, Q., Jalaly, S., Shams, M.S., & Shah, T.A. (2024). Green Human Resource Management and Green Service Behavior in Organizations: Examining Underlying Mechanism. In South Asian Journal of Human Resources Management (Vol. 11, Issue 1, pp. 113–129). SAGE Publications Ltd. https://doi.org/10.1177/23220937221119908
Khan, M., Wen (Carys) Chan, X., Yan, H., & Shang, S. (2025). Tech?Enabled Inclusion: Leveraging Social Media to Empower Neurodivergent Employees in the Workplace. Human Resource Management , 64 (3), 901–917. https://doi.org/10.1002/hrm.22290
Khan, S., & Faisal, S. (2023). Green Human Resource Management and Organizational Sustainability: A Systematic Literature Review and Bibliometric Analysis. In International Journal of Sustainable Development and Planning (Vol. 18, Issue 4, pp. 1255–1262). International Information and Engineering Technology Association. https://doi.org/10.18280/ijsdp.180430
Lai, WX, Koh, V., Goh, JW, Tan, KY, Tan, KZ, Pai, SGS, Taylor, WR, Visaria, A., Singh, NB, Chan, AWM, & Matchar, DB (2024). Steps to Avoid Falls in the Elderly – a TECHnology Enhanced Intervention (SAFE-TECH) study: Randomized controlled trial protocol for a community-based, multi-component falls prevention program. BMC Public Health , 24 (1), 3464. https://doi.org/10.1186/s12889-024-20947-2
Lee, S., & Kim, B. (2024). The Effect of Collaborative Learning Service Quality on the Innovative Work Behavior of High-Tech Engineers. Administrative Sciences , 14 (12), 317. https://doi.org/10.3390/admsci14120317
Li, C., Makhdoom, HUR, & Asim, S. (2020). Impact of Entrepreneurial Leadership on Innovative Work Behavior: Examining Mediation and Moderation Mechanisms. Psychology Research and Behavior Management , Volume 13 , 105–118. https://doi.org/10.2147/PRBM.S236876
Li, Y., Jing, Q., Feng, T., & Yang, X. (2023). The Impact of Self-Efficacy on Nurses' Well-Being: Does Digital Competence Matter? In Journal of Korean Academy of Nursing (Vol. 53, Issue 4, pp. 385–396). Korean Society of Nursing Science. https://doi.org/10.4040/jkan.23037
Liu, B., Cui, Z., & Nanyangwe, C. N. (2023). How line-manager leadership styles and employee-perceived HRM practices contribute to employee performance: A configurational perspective. In Leadership and Organization Development Journal (Vol. 44, Issue 1, pp. 156–171). Emerald Publishing. https://doi.org/10.1108/LODJ-04-2022-0202
Liu, J., Ahmad, M., Ahmad, M.I., Battisti, E., & Miri, D. (2025). Does CEO IT knowledge matter for SME value? The mediating role of digital technologies. In International Marketing Review (pp. 1–18). Emerald Publishing. https://doi.org/10.1108/IMR-10-2024-0439
Ma, J., Duan, Y., Wang, J., & Luo, M. (2023). Impact of Self-Efficacy on Entrepreneurs' Ambidextrous Behavior in New Ventures: Moderating Effect of Status. Behavioral Sciences , 13 (2), 108. https://doi.org/10.3390/bs13020108
Milanov, H., Prantl, K., Sheppard, S., & Ge, X. (2025). “I could, but why should I?”: Entrepreneurial women's career pathways and how founding fits in (or doesn't). Journal of Business Venturing Insights , 23 , e00516. https://doi.org/10.1016/j.jbvi.2025.e00516
Moher, David. Liberati., A., Tetzlaff., J. Altman.,DG,& PRISMA Group (2009).Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement.PLoSmedicine,6(7),e1000097. https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1000097
Ong, AKS, Dejucos, MJR, Rivera, MAF, Muñoz, JVDJ, Obed, MS, & Robas, KPE (2022). Utilizing SEM-RFC to predict factors affecting online shopping cart abandonment during the COVID-19 pandemic. Heliyon , 8 (11), e11293. https://doi.org/10.1016/j.heliyon.2022.e11293
Paradise, T., Schilling, M.R., Grohs, J., & Laney, J.L. (2022). Teacher Experiences in a Community-Based Rural Partnership: Recognizing Community Assets. Journal of Pre-College Engineering Education Research (J-PEER) , 12 (1). https://doi.org/10.7771/2157-9288.1316
Peng, X., Song, X., & Horsey, E.M. (2023). The necessity of others: Entrepreneurial self-efficacy, TMT collective efficacy, CEO-TMT interface, and entrepreneurial orientation. Frontiers in Psychology , 14 , 1095978. https://doi.org/10.3389/fpsyg.2023.1095978
Peng, Z., Madni, GR, Anwar, MA, & Yasin, I. (2024). Imperative of Institutions for Effective Relationship Between Economic Performance and Ethnic Diversity. In Journal of the Knowledge Economy (Vol. 15, Issue 1, pp. 2794–2807). Springer. https://doi.org/10.1007/s13132-023-01195-y
Petzel, Z. W., Farrell, L., McCormack, T., Turner, R. N., Rafferty, K., & Latu, I. M. (2024). A collective action approach to improving attitudes and self-efficacy towards gender equality among male STEM academics. European Journal of Psychology of Education , 39 (3), 3161–3184. https://doi.org/10.1007/s10212-024-00844-3
Smit, D., Eybers, S., & Smith, J. (2022). A Data Analytics Organization's Perspective on Trust and AI Adoption. In J. E, GAJ, V. S, & P. A (Eds.), Communications in Computer and Information Science: Vol. 1551 CCIS (pp. 47–60). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-95070-5_4
Wei, L.-Q. (2025). One shero and/or a group of sheroes? Top executive gender and innovation in tech-based new ventures. Asia Pacific Journal of Management . https://doi.org/10.1007/s10490-025-10012-w
Yang, H., & Zhou, D. (2022). Perceived Organizational Support and Creativity of Science-Technology Talents in the Digital Age: The Effects of Affective Commitment, Innovative Self-Efficacy and Digital Thinking. Psychology Research and Behavior Management , Volume 15 , 2421–2437. https://doi.org/10.2147/PRBM.S378141
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