Data-driven safety enhancing strategies for risk networks in construction engineering

•A data-driven framework for designing safety-enhancing strategies is proposed.•The metrics for identifying critical risk factors are designed.•The risk attributes of bridge-tunnel hybrid construction projects are analyzed.•The effectiveness of safety-enhancing strategies is verified.•Critical conclusions and corresponding managerial suggestions are offered.