... with industry experts and a large-scale survey targeting the main stakeholders, including owners, contractors, designers and suppliers. The barriers were first refined through expert input, then evaluated using relative importance index ( RII ) analysis. Exploratory Factor Analysis ( EFA ) was subsequently...

... Limited 2026 Emerald Publishing Limited Licensed re-use rights only Leadership competency Leadership style Construction industry Australia Factor analysis Linear regression According to Chasokela and Mpofu (2025) , a leader must be innovative, inspire confidence, encourage, develop...

... in the Ghanaian construction industry?” Design/methodology/approach This study used a quantitative survey method. The questionnaire was pre-tested by interviewing 15 contractors to ascertain the validity of the content. Factor analysis and multiple regression were adopted to analyze the data. Findings...

.... The collected data were analysed using mean score ranking, normalization and rank agreement analysis to identify CSFs and determine the consistency of the ranking of CSFs between academics and construction practitioners. In addition, exploratory factor analysis was used to identify the relationships...

... uptake capability in organisations was done. Seventy-three responses were received within the selected context, and data analysis was done with mean weighting and exploratory factor analysis. Maximum Likelihood extraction and Direct Oblimin rotation were used. Findings Factor analysis revealed three...

... the mitigating measures for the nine main factors identified from the factor analysis. “Government fiscal constraints” featured as the most dominant amongst all the factors. The gamut of challenges in the construction industry is pivoted on government’s inability to meet the contractual payment structure...

... questionnaires. Design/methodology/approach – Factor analysis was used to find possible relationships between the cultural variables for grouping purposes and to eliminate the cultural variables that do not affect KS. The results of factor analysis were further refined using a brainstorming session...

... factors underlying the 27 areas. Findings – A principal component factor analysis of the collected data had suggested a five-factor model, which explained 69.839 per cent of the variance. The construct validity of the model was further tested by confirmatory factor analysis. The results indicated...

...‐based evaluation of brick to measure user‐based assessment of product sustainability. Findings Results of exploratory factor analysis are used to refine the instrument and indicate the main sustainability factors which may be used as guidelines for information developers to present suitable...

... into the consideration of optimal risk allocation strategies. Design/methodology/approach Based on an extensive literature review and an examination of the purchasing power parity (PPP) market, an industry‐wide questionnaire survey was conducted to collect the data for a confirmatory factor analysis. Necessary...