Business Commons^™

A Data Mining Approach To Building A Predictive Model Of Low-Cost Carriers' Presence In The U.S. Domestic Routes, Canh Nguyen, John E. Deaton, Nurettin Dinler

International Journal of Aviation, Aeronautics, and Aerospace

The purpose of the study was to build the predictive model of the presence of U.S. low-cost carriers (LCCs) in the domestic network structure. SEMMA (Sample, Explore, Modify, Model, and Assess) schematic in data mining was followed and employed as the primary methodological procedure. Data in the period of 1Q2016-1Q2018 were extracted from the Bureau of Transportation Statistics (DB1B database) and reconstructed to form predictors. Stepwise logistic regression showed a significant predictive performance compared to decision tree technique in terms of fitting measures, which was then used as the concluding model. Significant predictors included: (1) Market concentration positively related with …

Mindspace And Development Of Organizational Culture In Aviation Safety Management, Wilson Gilliam Jr

International Journal of Aviation, Aeronautics, and Aerospace

Abstract

The organization’s role in establishing a culture fertile for safety development, risk management and mitigation is paramount. Barriers to the effectiveness of aviation safety systems may emerge when human biases interfere with the basic processes of safety management systems. Biases come in many forms and can serve as unconscious discriminatory behaviors against a person’s race, gender, sexual orientation, profession, skill level or other characteristic. Biases can also result from instinctive reactions and habitual patterns serving to protect one’s status, sense of belonging, desire to be viewed as normal and other characteristics. Minimizing biases within an organization is a key …

Global Aviation System: Towards Sustainable Development, Marina P. Bonser Dr.

International Journal of Aviation, Aeronautics, and Aerospace

Aviation around the world has integrated into a global system. As the integration process continues, more aspects and levels of it need to be lead towards the sustainable development of the whole system via advancing strategic management, global communication proficiency, and technological expertise. It becomes essential to enrich global language (English) proficiency with cross-cultural communication competence not only for communication in the air but also for airport security, passenger and cargo services, aircraft and equipage engineering, building, and maintenance. Nowadays lower levels of management need more advanced strategic thinking and problem solving skills, and higher levels of management need global …