Layout analysis of the RCEP international airline network based on hub identification using improved contribution matrix

Abstract

The signing of the Regional Comprehensive Economic Partnership agreement brings new opportunities for the development of international air transportation. Faced with fierce competition, it is worth studying how hub airports should enhance competitiveness, and how low-cost carriers and full-service carriers should optimize the RCEP international airline network layout for better development. Aiming at providing suggestions for the development of hub airports, low-cost and full-service carriers in the RCEP international airline network, this paper identifies the hub airports, analyzes the layout of the RCEP international airline network, and the multi-layered characteristics based on an improved contribution matrix using data from 2010 to 2019 collected from the Official Airline Guide (OAG). This method comprehensively considers attributes of hub airports and the multi-layered characteristics of the airports and routes. The layout analysis indicates that the RCEP international transportation market presents a more open environment for competition and cooperation where base carriers are often the biggest supporters of hub construction. The multi-layered characteristics analysis reveals that low-cost carriers contribute more towards opening up new RCEP routes than full-service carriers. It is advised that carriers newly entering the RCEP international aviation transportation market and low-cost carriers dedicate to establishing new routes around their hub airports to monopolize this market and enhance their market share, whilst full-service carriers consolidate existing routes and increase route density to achieve economic benefits.

Publication DOI: https://doi.org/10.1038/s41598-024-61513-5
Divisions: College of Engineering & Physical Sciences
College of Engineering & Physical Sciences > Aston Centre for Artifical Intelligence Research and Application
College of Engineering & Physical Sciences > School of Engineering and Technology
Aston University (General)
Funding Information: This study was funded by the National Natural Science Foundation of China, Grant Number 52372298.
Additional Information: Copyright © The Author(s) 2024. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/.
Uncontrolled Keywords: General
Publication ISSN: 2045-2322
Data Access Statement: The datasets generated during and/or analyzed during the current study are available from the Official Airline Guide (https://oag.cn/).
Last Modified: 23 Mar 2026 17:38
Date Deposited: 18 Mar 2026 12:03
Full Text Link:
Related URLs: https://www.nat ... 598-024-61513-5 (Publisher URL)
https://www.sco ... ons/85192867238 (Scopus URL)
PURE Output Type: Article
Published Date: 2024-05-12
Accepted Date: 2024-05-07
Authors: Yang, Wendong
Chi, Yulin
Huang, Yining
Wei, Wenbin
Xu, Zhengjia (ORCID Profile 0000-0001-5554-6076)

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