TY - JOUR
T1 - Determinants of wave-system structures of network airlines at hub airports
AU - Jiang, Yonglei
AU - Lu, Jing
AU - Feng, Tao
AU - Yang, Zhongzhen
PY - 2020/9
Y1 - 2020/9
N2 - This paper attempted to analyze the factors influencing the existence and configuration of wave-system structures of large network airlines at hub airports based on the statistical data of daily flight schedules. A bootstrapped binary logistic regression model was used to analyze the relationship between wave-system structure and its influential factors. Further, a partial least squared regression model was employed to uncover the determinants of wave-system structures' configuration. It is found that the interaction effects of two types of flight rates positively determine the existence of a wave-system structure, and the rate of airline's daily flights had the biggest impact on the configurations of wave-system structures.
AB - This paper attempted to analyze the factors influencing the existence and configuration of wave-system structures of large network airlines at hub airports based on the statistical data of daily flight schedules. A bootstrapped binary logistic regression model was used to analyze the relationship between wave-system structure and its influential factors. Further, a partial least squared regression model was employed to uncover the determinants of wave-system structures' configuration. It is found that the interaction effects of two types of flight rates positively determine the existence of a wave-system structure, and the rate of airline's daily flights had the biggest impact on the configurations of wave-system structures.
KW - Bootstrapped binary logistic regression model
KW - Hub airports
KW - Network airlines
KW - Partial least square regression model
KW - Wave-system structure
UR - http://www.scopus.com/inward/record.url?scp=85089341042&partnerID=8YFLogxK
U2 - 10.1016/j.jairtraman.2020.101871
DO - 10.1016/j.jairtraman.2020.101871
M3 - Article
AN - SCOPUS:85089341042
VL - 88
JO - Journal of Air Transport Management
JF - Journal of Air Transport Management
SN - 0969-6997
M1 - 101871
ER -