TY  - JOUR
PY  - 2022//
TI  - Identification of risk factors for air traffic controllers' unsafe acts based on online reviews
JO  - International journal of occupational safety and ergonomics
A1  - Xu, Ruihua
A1  - Luo, Fan
A1  - Chen, Gaoming
A1  - Zhou, Fenghua
SP  - ePub
EP  - ePub
VL  - ePub
IS  - ePub
N2  - Online reviews may influence unsafe acts and are significant in the context of big data. This study acquired online reviews related to air traffic control from social media websites. The word frequency statistics and coding of negative comments were taken to mine risk factors. Combined with the human factors analysis and classification system (HFACS), a conceptual model of the risk factors associated with the unsafe acts of air traffic controllers (ATCers) was constructed. The results indicate that the frequency of risk factors in online reviews, ranked from high to low, is organizational influences, ATCers' adverse states, environmental factors and unsafe supervision. Organizational influences, environmental factors and unsafe supervision indirectly affect the unsafe acts through the ATCers' adverse states. It is demonstrated that the combination of HFACS and online reviews to identify risk factors enables the identification of problems in the air traffic control industry and demands of ATCers.<p />  <p>Language: en</p>
LA  - en
SN  - 1080-3548
UR  - http://dx.doi.org/10.1080/10803548.2022.2095778
ID  - ref1
ER  -