Aug 2026· Elicit Journal of Economics and Management Studies· 0 citations· 28 references
TL;DR
An integrated conceptual framework is developed that explains how digital transformation drives Shadow IT adoption, links unauthorised technology use to organisational complexity and cyber governance risks, and identifies governance mechanisms that balance innovation, security, and compliance.
Abstract
Purpose: This study examines how digital transformation contributes to the emergence of Shadow IT and Shadow AI, synthesising evidence on the factors driving unauthorised technology adoption, its implications for organisational complexity and cyber governance, and the governance strategies proposed to address these challenges.
Methodology: A systematic literature review was conducted in accordance with the PRISMA guidelines, synthesising evidence from 25 peer-reviewed studies across diverse organisational and industrial contexts. The evidence was synthesised through thematic analysis to identify recurring patterns relating to the conceptualisation of Shadow IT, adoption drivers, organisational consequences, cyber governance risks, and organisational responses. The findings were interpreted using the Technology–Organisation–Environment (TOE) framework and Diffusion of Innovation (DOI) theory.
Results: The review found that digital transformation, combined with restrictive governance processes, unmet operational needs, and the widespread availability of cloud computing and generative AI, encourages the adoption of unauthorised technologies. Shadow IT increases organisational complexity by creating fragmented technology infrastructures, data silos, duplicated information, and reduced accountability. These conditions weaken cyber governance through reduced visibility, data security vulnerabilities, compliance risks, and challenges associated with autonomous AI systems.
Novelty and Contribution: The study develops an integrated conceptual framework that explains how digital transformation drives Shadow IT adoption, links unauthorised technology use to organisational complexity and cyber governance risks, and identifies governance mechanisms that balance innovation, security, and compliance
Social and Practical Implications: The findings support the development of governance practices that improve collaboration between business units and IT departments while strengthening cybersecurity, regulatory compliance, and responsible use of digital and AI technologies in contemporary organisations.
The review demonstrates that digital technologies support anticipatory governance, adaptive policy learning, accountability, and collaborative decision-making when supported by appropriate institutional conditions, and introduces the Digital Adaptive Governance Framework (DAGF), which proposes five governance pathways...
Lwando Mdleleni, B. Ngcamu· Frontiers in Climate· 0 citations
Key findings show that organisational readiness and maturity are decisive predictors of transformation success, while leadership commitment, cultural alignment, and business process management act as crucial enablers.
Misheck Musaigwa, Fulufhelo Netswera· International Journal of App...· 0 citations
A socio-technical account of digital transformation as an organisational capability is developed and how that capability shapes project management efficiency is examined, with an integrated capability framework in which technical affordances generate value only when they are translated through social mechanisms.
Shiraz Iqbal Sagar· Global academic journal of e...· 0 citations
Overall, digital transformation is shown to enhance supply chain efficiency, agility, resilience and environmental sustainability, and the study proposes a conceptual framework that maps the relationships among drivers, moderating factors and performance outcomes.
A. M., V. R. Hareendrakumar· Asia-Pacific Journal of Mana...· 0 citations
It is argued that Africa’s effective participation in the 4IR depends not only on adopting technology but also on strong governance, sound regulatory frameworks, strategic policy implementation, cross-sector collaboration, targeted investment, and skills development.
Stella Gichuhi-Karau· Proceedings of the 1st Afric...· 0 citations
This comparative case study investigates the impact of digital transformation (DT) on the development of a digital organisational culture (OC) within two distinct university settings: one in Saudi Arabia and the other in the United Kingdom. Adopting a qualitative interpretive methodology, the research examines the intr...
Ibrahim Almatrodi, Dimitra Skoumpopoulou· Systems· 1 citation
Related blog posts
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
AI is moving beyond impressive demos. After World Summit AI 2026 in Amsterdam, GPT-Lab's Muhammad Waseem reflects on what organizations need to make AI agents reliable, responsible and genuinely useful in everyday work. The post Building trustworthy AI: The role of AI harnesses, intent contracts and evals appeared first on GPT-Lab.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.