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. 2024 Apr 26;14:9564. doi: 10.1038/s41598-024-60381-3

Table 5.

Effect values of potential factors on drilling task performance.

Independent variable Dependent variable Intermediate variable Direct effect Indirect effect Total effect Potential factors Impact of potential factors on Performance
Human Task performance 0.27 0.27 Safety responsibility awareness 0.1647
Construction experience 0.1971
Personnel organization efficiency 0.2484
Tool Task performance Human 0.39 0.09 0.48 Availability of spare tools 0.3072
Convenient maintenance 0.3696
Man–tool matching 0.2256
Safety performance 0.3024
Environment Task performance Human 0.32 0.12 0.43 Physical environment 0.3096
Management system 0.2365
Safety and health guarantee 0.2107