... innovation. Design/methodology/approach Based on the technology-organization-environment (TOE) framework, this study employs data from China's construction industry spanning 2017–2024. A mixed-method research design integrating machine learning (Random Forest), dynamic qualitative comparative analysis...

..., the quantile regression (QR) technique and the random forest (RF) algorithm. This innovative hybrid approach provides a comprehensive exploration of the driving factors while also allowing for an examination across different quantiles of insurance consumption. Findings The study identifies several driving...

...Ling Jiang; Tingsheng Zhao; Chuxuan Feng; Wei Zhang Purpose This research is aimed at predicting tower crane accident phases with incomplete data. Design/methodology/approach The tower crane accidents are collected for prediction model training. Random forest (RF) is used to conduct prediction...