Jul 2026· International Journal of Advanced Research· 0 citations
TL;DR
The findings reveal that human - AI collaboration has a significant positive effect on project management performance, particularly in improving cost efficiency, schedule adherence, and quality delivery, indicating that organisations with strong digital infrastructure, skilled personnel, and supportive leadership derive greater benefits from AI integration.
Abstract
The integration of artificial intelligence (AI) into project management is reshaping organisational practices by enhancing decision-making, efficiency, and project outcomes. This study examines the relationship between human-AI collaboration and project management performance in Nigeria, with organisational readiness as a moderating variable. A quantitative, cross-sectional survey design was adopted, and data were collected from 120 project managers and team members across construction,information technology, banking, and telecommunications sectors. Data were analysed using descriptive statistics, correlation, regression, and moderation analysis. The findings reveal that human - AI collaboration has a significant positive effect on project management performance, particularly in improving cost efficiency, schedule adherence, and quality delivery. Additionally, organisational readiness significantly moderates this relationship, indicating that organisations with strong digital infrastructure, skilled personnel, and supportive leadership derive greater benefits from AI integration. These results reinforce the relevance of Socio-Technical Systems Theory and the Technology Acceptance Model in explaining AI-enabled project environments.
This study provides the first empirical validation of AI-Lean integration in Pakistan’s construction sector, demonstrating a strong positive correlation between AI tool usage and Lean outcomes and introducing a novel “fragmentation-of-adoption” concept specific to resource-constrained settings.
M. Ali, Javed Ahmed Khan Tipu, E. Shaqour et al.· Construction Innovation· 0 citations
This study examines the role of Artificial Intelligence (AI) in enhancing supply chain project management and operational performance in a dynamic business environment. As supply chains become increasingly complex, data-intensive, and disruption-prone, organizations are adopting AI-driven tools to improve forecasting a...
Denise Nalini, Dr. S.Barathi, Dr. Rubidhadevi· The Journal of Theoretical A...· 0 citations
The findings reveal that AI adoption in HRM is positively associated with both organizational performance and organizational efficiency, and HR process efficiency was found to play a mediating role in these relationships, indicating that improvements in HR processes are a key pathway through which AI generates organiza...
O. Akintola, S. O. Chukwuedo, Imad Yasir Nawaz et al.· Journal of Business and Digi...· 0 citations
The gap between the growing role of AI and current project management competency models is identified, which should be expanded to include AI-related competencies, such as AI literacy, data work, algorithmic decision-making, and technology ethics.
Katarzyna Marek-Kołodziej· Prace Naukowe Uniwersytetu E...· 0 citations
This study examines the relationship between adopting AI in the sector of HRM to measure the organizational performance and states a theoretical model aligning AI adoption, AI aided HRM practices, organizational and employee performance.
Sifat Siddiquee· International journal of res...· 0 citations
Investigation of the conflict zone of North-West Nigeria found that the adoption of AI tools had a statistically significant correlation with project management effectiveness, with organisational readiness and ethical governance found to serve as significant partial mediators.
Akaninyene Unaam, Etini A. Unaam· The African journal of infor...· 0 citations
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