| Yazarlar (6) |
Esme Işık
Malatya Turgut Özal Üniversitesi, Türkiye |
|
Ayfer Özyılmaz
Kırıkkale Üniversitesi, Türkiye |
|
Yüksel Bayraktar
Ankara Üniversitesi, Türkiye |
|
Metin Toprak
İstanbul Sabahattin Zaim Üniversitesi, Türkiye |
Öğr. Gör. Dr. Mehmet Fırat OLGUN
Kastamonu Üniversitesi, Türkiye |
|
Nazlı Keyifli Şentürk
Türkiye |
| Özet |
| In this study, the effect of freight and passenger transport in different modes on economic growth is determined for 28 selected countries. The Westerlund cointegration test is used to reveal the long-term relationship between freight and passenger transportation and growth. According to the cointegration analysis, all transportation modes (road, rail, and air) are cointegrated with growth. Additionally, machine learning models were used to predict growth based on each transportation mode for each country for the upcoming four years and to determine the importance of the input parameters. According to the importance of the parameter analysis, for the entire panel, rail transport is the most effective transport mode for economic growth. On a country by-country basis, the findings differ. Rail transport is the strongest transport mode for growth in high-income countries. However, although it is not the dominant mode, the relative impact of air passenger transport is strong. In upper middle-income countries, there generally is not a dominant mode of transport, but in general, freight transport is important to economic growth. In passenger transportation, air passenger transport is the most prominent mode in these countries. In lower middle-income countries, rail freight is the strongest transport mode for economic growth |
| Anahtar Kelimeler |
| Transportation | Logistics | Economic Growth | Artificial Neural Network |
| Makale Türü | Özgün Makale |
| Makale Alt Türü | SSCI, AHCI, SCI, SCI-Exp dergilerinde yayımlanan tam makale |
| Dergi Adı | European Journal of Transport and Infrastructure Research |
| Dergi ISSN | 1567-7141 Wos Dergi Scopus Dergi |
| Dergi Tarandığı Indeksler | SSCI |
| Makale Dili | İngilizce |
| Basım Tarihi | 03-2025 |
| Cilt No | 25 |
| Sayı | 1 |
| Sayfalar | 178 / 207 |
| Doi Numarası | 10.59490/ejtir.2025.25.1.7715 |
| Makale Linki | https://doi.org/10.59490/ejtir.2025.25.1.7715 |
| Atıf Sayıları |
