ReviewFrontiers in psychology2021
Preparing Workplaces for Digital Transformation: An Integrative Review and Framework of Multi-Level Factors.
Review in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
37 citing papers in PubMed, 3 syntheses or guidelines pooled it, 485 citations in OpenAlex.
- AI-induced job crafting: a systematic review of cognitive appraisal pathways.Frontiers in psychology · 2026Pooled it
- Enhancing Strategic Agility and Real Time Decision-Making in the Technology Sector: Exploring the Role of AI and e-HRM Systems.F1000Research · 2025Pooled it
- Developing the digital transformation skills framework: A systematic literature review approach.PloS one · 2024Pooled it
- Digital Transformation in Pharmaceutical R&D in a Midsized Company: Unlocking Innovation Through Human and Organizational Factors.Pharmaceutical medicine · 2026Article
- Connecting pre-existing digitalization and technology adoption speed with AI-driven business model transformation via employee competencies.Scientific reports · 2026Article
- The Impact of Digital Leadership on Employee Resilience: The Mediating Roles of Work Gamification and Workplace Mindfulness and the Moderating Role of AI Anxiety.Behavioral sciences (Basel, Switzerland) · 2026Article
- Job Demands and Resources During Digital Transformation in Public Administration: A Qualitative Study.Behavioral sciences (Basel, Switzerland) · 2026Article
- When resilience backfires: the counterintuitive effect of employee resilience in high-tech surveillance environments.Frontiers in psychology · 2026Article
- How digital mismatch leads to digital burnout among grassroots public servants in China: the moderating role of leadership care and organizational incentives.Frontiers in public health · 2026Article
- Lessons learned from virtual arts-based resilience workshops for military healthcare providers: a community case study.Frontiers in psychology · 2026Article
- Work-related musculoskeletal disorders and digitalization: past adoption, current utilization, and future concerns.BMC public health · 2025Article
- How Ambivalence Toward Digital-AI Transformation Affects Taking-Charge Behavior: A Threat-Rigidity Theoretical Perspective.Behavioral sciences (Basel, Switzerland) · 2025Article
- Article
- Digital health readiness - insights from healthcare leaders in operational management: a cross-sectional survey.BMC health services research · 2025Article
- Employees' attitudes and work-related stress in the digital workplace: an empirical investigation.Frontiers in psychology · 2025Article
- Influence of digital transformation on employee innovative behavior: roles of challenging appraisal, organizational culture support, and transformational leadership style.Frontiers in psychology · 2025Article
- The 'side effects' of digitalization: A study on role overload and job burnout of employees.PloS one · 2025Article
- Impact of an artificial intelligence-driven operational management system on operational efficiency in health care organization in Saudi Arabia: a mediating role of staff attitude.Frontiers in public health · 2025Article
- Digital leadership and employee innovative performance: the role of job crafting and person-job fit.Frontiers in psychology · 2025Article
- The Mediating Role of Psychological Empowerment on the Relationship Between Digital Transformation, Innovative Work Behavior, and Organizational Financial Performance.Behavioral sciences (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The rapid advancement of new digital technologies, such as smart technology, artificial intelligence (AI) and automation, robotics, cloud computing, and the Internet of Things (IoT), is fundamentally changing the nature of work and increasing concerns about the future of jobs and organizations. To keep pace with rapid disruption, companies need to update and transform business models to remain competitive. Meanwhile, the growth of advanced technologies is changing the types of skills and competencies needed in the workplace and demanded a shift in mindset among individuals, teams and organizations. The recent COVID-19 pandemic has accelerated digitalization trends, while heightening the importance of employee resilience and well-being in adapting to widespread job and technological disruption. Although digital transformation is a new and urgent imperative, there is a long trajectory of rigorous research that can readily be applied to grasp these emerging trends. Recent studies and reviews of digital transformation have primarily focused on the business and strategic levels, with only modest integration of employee-related factors. Our review article seeks to fill these critical gaps by identifying and consolidating key factors important for an organization's overarching digital transformation. We reviewed studies across multiple disciplines and integrated the findings into a multi-level framework. At the individual level, we propose five overarching factors related to effective digital transformation among employees: technology adoption; perceptions and attitudes toward technological change; skills and training; workplace resilience and adaptability, and work-related wellbeing. At the group-level, we identified three factors necessary for digital transformation: team communication and collaboration; workplace relationships and team identification, and team adaptability and resilience. Finally, at the organizational-level, we proposed three factors for digital transformation: leadership; human resources, and organizational culture/climate. Our review of the literature confirms that multi-level factors are important when planning for and embarking on digital transformation, thereby providing a framework for future research and practice.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.