•  All component factors for the top five RII 
factors were analysed based on their frequency 
of occurrence. 
•  Constituent factors were presented alongside 
their descriptions, with those having high 
correlation with multiple top RII factors 
displayed in bold font. 
•  Notably, the high RII factors belonged to 
Owner, Contractor, and Consultant groups, with 
two factors each attributed to Owner and 
Contractor groups, and one to Consultant group. 
•  For instance, Owner Factor O4 had the highest 
correlation with another Owner factor, O3 
(0.49), along with significant correlations with 
Contractors, Consultants, and other factors. 
•  Similarly, Consultant Factor Co1 correlated 
highly with materials and equipment related 
factors, while Contractor Factor C2 correlated 
significantly with Equipment, Others, and 
Owner factors. 
•  The contributory factors for the top five 
important factors were discussed, leading to a 
total of 17 overall factors considered for greater 
managerial attention. 
•  These factors could serve as recommendations 
for project managers to ensure project success 
and minimise delays. 
•  Managerial implications were drawn from the 
above findings, offering recommendations for 
project managers. 
•  Factors impacting one or more of the top five 
high RII factors were categorised as Exogenous 
Factors. 
•  Examples of such factors included the Global 
Financial Crisis, Unfavourable Weather 
Conditions, and Delay in Obtaining Permits. 
•  While beyond direct control, suitable techniques 
or methods could mitigate the impact of 
unfavourable weather conditions, requiring 
project managers to anticipate and prepare 
accordingly. 
•  Factors under managerial control, impacting 
more than one of the top five high RII factors, 
were identified. 
•  These included Project Management factors 
such as Complexity of project, Delay in sub-
contractors work, and Slowness in decision-
making process. 
•  Communication Skills factors like Poor 
Communication and Coordination also 
warranted attention to improve project-related 
information dissemination. 
•  Further factors impacting one of the top five 
high RII factors were highlighted, including 
Poor Financial control of site and Delays in 
producing design documents. 
•  Recommendations for addressing these factors 
included enhancing communication skills, 
improving financial control, and streamlining 
decision-making processes. 
•  By identifying key metrics and implementing 
suitable action plans, project managers could 
minimise delays and optimise project outcomes. 
7  CONCLUSION 
In conclusion, the comprehensive analysis of 
schedule delay factors in construction projects 
provides valuable insights for project managers 
aiming to enhance project success and minimise 
delays. By examining the frequency of occurrence 
and correlation of constituent factors, we identified 
key contributors to schedule delays, spanning across 
Owner, Contractor, and Consultant domains. The 
delineation of factors under managerial control 
underscores the importance of proactive management 
strategies in mitigating delays. Furthermore, the 
identification of exogenous factors highlights the 
need for strategic planning to anticipate and mitigate 
external challenges. The managerial implications 
drawn from this analysis offer actionable 
recommendations for project managers, 
encompassing areas such as project management, 
communication skills, and procurement practices. 
Implementing these recommendations can empower 
project managers to navigate complexities, streamline 
processes, and optimise project outcomes. 
Ultimately, this study underscores the critical role of 
effective management practices in achieving project 
success amidst dynamic project environments. 
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