Predictive modeling of workplace stress among construction professionals

Bowen, P; Edwards, P; Lingard, H and Cattell, K (2014) Predictive modeling of workplace stress among construction professionals. Journal of Construction Engineering and Management, 140(3): 4013055, ISSN 0733-9364

Abstract

As a high-stress working environment, the construction industry affects the health and well-being of people who work in it. Knowing what factors contribute to or ameliorate workplace stress, and their interrelationships, are important. Data from 350 cases that reflect self-perceived stress experiences were collected via an online questionnaire survey of architects, civil engineers, quantity surveyors, and project and construction managers in South Africa. These data were used to conduct logistic regression modeling to explore the relationship between perceived stress at work, workplace demands, job control, and workplace support. The strength of the relationship of 13 factors with perceived stress was modeled. Although all the cataloged factors contribute to a predictive likelihood of high workplace stress, the strongest predictive factor is the perceived presence of work-life imbalance. The perceived need to work long hours is overwhelmingly mediated through imbalance experienced between work and life/family commitments. A perceived need to prove oneself at work also strongly mediates this relationship, whereas the extent of support received from colleagues in difficult situations may serve as a strong moderator. An amended model of occupational stress is proposed that distinguishes between mediating and moderating factors, providing possible target areas for organizations wishing to address employee stress issues. The contribution of this work lies in its examination of the work stress experienced by construction professionals in a developing country that is characterized by economic hardship and social problems.

Item Type: Article
Uncontrolled Keywords: construction professionals; labor and personnel issues; personnel management; stressors; workplace stress
Index terms: South Africa, job control, construction manager, questionnaire, commitment, occupational stres, health and wellbeing, survey, civil engineer, personnel, developing country, stressors, work stress, predictive modelling, modelling, construction industry, workplace stress, construction professional, architect, presence, quantity surveying, logistic regression
Subjects: industry analysis, statistical analysis, occupational health and safety management, health conditions and diseases, Geography, development economics, professional development, management, environmental science, analytical methods, prediction and forecasting, psychology, data collection methods, profession, mental health and wellbeing
Topics: Roles and Professions, Sustainability, Health and Safety, Geographical Context, Research Practice, Information Management, Engineering Principles, Organizational Design, Human Resources, International Construction
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