Application of structural equation modelling for estimating airline performance

被引：47
|
作者：
Jenatabadi, Hashem Salarzadeh [1 ]
Ismail, Noor Azina [1 ]
机构：
[1] Univ Malaya, Dept Appl Stat, Fac Econ & Adm, Kuala Lumpur, Malaysia
来源：
JOURNAL OF AIR TRANSPORT MANAGEMENT | 2014年 / 40卷
关键词：
Latent variables; Structural equation modelling; Airline performance modelling; Mediation analysis; FINANCIAL PERFORMANCE; STRATEGIC ALLIANCES; IMPACT; INTENTIONS; PASSENGERS; VARIABLES; LOYALTY; CONTEXT; RISK;
D O I：
10.1016/j.jairtraman.2014.05.005
中图分类号：
U [交通运输];
学科分类号：
08 ; 0823 ;
摘要：
Structural equation modelling (SEM) is an estimation method that can handle a large number of exogenous and endogenous factors as well as unobserved (latent) variables that ate specified as linear combinations of observed (measurement) factors. This paper presents a SEM procedure with latent variables for estimating the financial and non-financial performance in airline companies. The model includes independent, mediator and dependent latent variables. The sample for this research comprises 214 airline companies. The results indicate that the model is capable of estimating performance with respect to the economic situation and it has also been determined that two types of constructs affect performance. One type is the economic situation acting as an initial construct and the other is the internal operation acting as the mediator in the research model. (C) 2014 Elsevier Ltd. All rights reserved.
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页码：25 / 33
页数：9
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