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Keywords: Multiple linear regression
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Journal Articles
Examining the relationship between construction fatalities and the construction economy in China: a three-decade analysis
Available to Purchase
Engineering, Construction and Architectural Management (2025) 32 (8): 5558–5577.
Published: 03 June 2024
... and promoting sustainable development in construction. Design/methodology/approach The Kuznets curve model, multiple linear regression model, and data envelopment analysis (DEA) model are employed to process data sets spanning from 1992 to 2021 for examining the relationship between construction fatalities...
Journal Articles
Determinants of cloud computing deployment in South African construction organisations using structural equation modelling and machine learning technique
Available to Purchase
Engineering, Construction and Architectural Management (2024) 31 (3): 1037–1060.
Published: 24 October 2022
... rights only Artificial neural network Cloud computing Machine learning Multiple linear regression Structural equation modelling Technology–organisation–environment In the current era of the fourth industrial revolution, embracing and integrating beneficial technologies is necessary...
Journal Articles
Developing a framework for evaluating construction project safety levels and optimal cost allocation to safety influential factors
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Engineering, Construction and Architectural Management (2022) 29 (2): 643–668.
Published: 16 March 2021
... construction statistics and literature reviews, six safety influential factors (SIFs) were selected to which a cost could be assigned. The costs associated with various levels were also determined for each SIF through literature reviews and expert interviews. A multiple linear regression (MLR) model...
Journal Articles
Determinants of construction duration for building projects in Germany
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Engineering, Construction and Architectural Management (2012) 19 (4): 444–468.
Published: 29 June 2012
... Secondary data set which includes 1,695 observations with 30 quantitative and four qualitative variables was utilized. Multiple linear regression was employed to define the relationship between explanatory variables and construction duration. General procedure for variable selection was presented in detail...
Journal Articles
Evaluation of factors affecting time and cost performance in Hong Kong building projects
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Engineering, Construction and Architectural Management (1999) 6 (3): 287–298.
Published: 01 March 1999
.... These can also help to compare deviations in significant contributory factors, and to suggest corrective actions. Multiple linear regression (MLR) and artificial neural networks (ANN) were applied in developing such quantitative models in a research project based in Hong Kong. A comparative study indicated...
