article · International Journal of Engineering Science and Technology
The construction industry in Ghana is faced with employees’ negligence in obeying rules and regulations, and acts that conflict with health and safety. The purpose of the paper was to present the revised health and safety (H&S) compliance model for the construction industry based on a developed theoretical six factor model. Exploratory Factor Analysis (EFA) was conducted on the theoretical model to assess whether the variables were suitable for Confirmatory Factor Analysis (CFA).The EFA carried out on the theoretical model led to the revision of the H&S compliance model. The extraction method employed on the theoretical six factor model during the EFA was Principal Axis Factoring with Oblimin Rotation (PAF Oblimin).Findings from the study show that Total Variance Explained had fourteen factors above 1.00. Further findings show that four factors were retained from the six factor theoretical model. In some cases few variables were combined with other factors to form new factors. The combination of the variables led to the formation of new factors with different latent constructs. The remaining two factors from the theoretical model also form part of the new constructs. Twelve factors were finally obtained from the EFA, with a minimum of three variables each. The factors with negative factor loadings indicate their weakness in the model because they cross load over another. Hence, two factors with highest number of negative factor loadings were dropped, remaining ten factors with good communalities above 0.3 as shown in the revised model.Keywords: Compliance, exploratory factor analysis, Ghana, health and safety, model
This page summarises published work. The authoritative version sits with the publisher.
DOI: 10.4314/ijest.v8i2.4
Is something wrong with this record? Report it or request removal.
Discussion
Have you built on this work, tried to replicate it, or seen it applied in practice? Share what you know. Verified researchers and MARATTO™ domain experts can open a discussion, and any member can reply. Contributions are reviewed before they appear.
No discussion yet. Open the first thread.
New to MARATTO™? Create a free account.