System model for analysing construction labour productivity

Tsehayae, A A and Fayek, A R (2016) System model for analysing construction labour productivity. Construction Innovation, 16(2), pp. 203-228. ISSN 1471-4175

Abstract

Purpose Despite long-term, sustained research and industry practice, predicting construction labour productivity (CLP) using existing factor and activity modelling approaches remains a challenge. The purpose of this paper is to first demonstrate the limited usefulness of activity models and then to propose a system model approach that integrates factor and activity models for better prediction of CLP. Design/methodology/approach The system model parameters - comprising factors and practices - and work sampling proportions (WSPs) were identified from literature. Field data were collected from 11 projects over a span of 29 months. Activity models based on the relationship between CLP and WSPs were created, and their validity was tested using regression analysis for eight activities in the concreting, electrical and shutdown categories. The proposed system model was developed for concreting activity using the key influencing parameters in conjunction with WSPs. Findings The results of the regression analysis indicate that WSPs, like direct work, are not significantly correlated to CLP and fail to explain its variance. Evaluation of the system model approach for the concreting activity showed improved CLP prediction as compared to existing approaches. Research limitations/implications The system model was tested for concreting activity using data collected from six projects; however, further investigation into the model’s accuracy and efficacy using data collected from other labour-intensive activities is suggested. Originality/value This research establishes the role of WSPs in CLP modelling, and develops a system modelling approach to assist researchers and practitioners in the analysis of productivity-influencing parameters together with WSPs.

Item Type: Article
Uncontrolled Keywords: construction,fuzzy logic,neural networks,labour productivity,regression analysis,system analysis
Index terms: variance, fuzzy logic, productivity, validity, construction labour, labour productivity, investigation, sampling, modelling, regression analysis, shutdown, neural network, accuracy, methodology, concreting, practitioner
Subjects: statistical analysis, building construction, measurement and scaling, occupational health and safety management, professional development, research methods, management, analytical methods, artificial intelligence, data science, practitioner, evaluation and assessment methods, data collection methods
Topics: Digital Applications, Site Management, Engineering Principles, Information Management, Research Practice, Health and Safety, Business Strategy, Roles and Professions
Descriptive scope: 5 PCTEA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here