Araştırma Makalesi

Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach

Cilt: 41 Sayı: 2 22 Haziran 2026
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Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach

Öz

The current study, using the bootstrap panel causality test, examines the causality relationship between economic growth and different civil aviation sector activities in emerging market economies in sixteen countries over the 1997-2019 period by controlling for the factors of capital, labor, technology, and competitiveness. Cross-sectional dependence and parameter heterogeneity tests reveal that emerging market economies interact with each other and that the relationship between the aviation industry and economic growth differs from country to country. While upward changes in the number of passengers in Türkiye and Indonesia, in freight transport in Czechia and Poland, and in the number of planes departing from Colombia, Mexico, Poland, and Türkiye were the causes of the economic growth, this economic growth has been the Granger cause of the increasing number of passengers in Brazil and China, the freight transport in Türkiye, and carrier departures in Brazil, China, Indonesia, and South Africa. In addition, a feedback relationship between freight transport and economic growth in South Africa has manifested itself. The findings reveal heterogeneous causal patterns across emerging markets. This research, which aims to increase the contribution of air transport to economic activity, presents policy recommendations by making a comparison with the International Air Transport Association (IATA) reports.

Anahtar Kelimeler

Kaynakça

  1. Adedoyin, F. F., Bekun, F. V., Driha, O. M., & Balsalobre-Lorente, D. (2020). The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States. Technological Forecasting and Social Change, 160, 120297. https://doi.org/10.1016/j.techfore.2020.120297
  2. Ali, R., Bakhsh, K., & Yasin, M. A. (2023). Causal nexus between air transportation and economic growth in BRICS countries. Journal of Air Transport Management, 107, 102335. https://doi.org/10.1016/j.jairtraman.2022.102335
  3. Allroggen, F., Malina, R., & Lenz, A.‑K. (2013). Which factors impact on the presence of incentives for route and traffic development? Econometric evidence from European airports. Transportation Research Part E: Logistics and Transportation Review, 60, 49–61. https://doi.org/10.1016/j.tre.2013.09.007
  4. Banister, D., & Berechman, Y. (2001). Transport investment and the promotion of economic growth. Journal of Transport Geography, 9(3), 209–218. https://doi.org/10.1016/S0966-6923(01)00013-8
  5. Braun, M., Grimme, W., & Oesingmann, K. (2024). Pathway to net zero: Reviewing sustainable aviation fuels, environmental impacts and pricing. Journal of Air Transport Management, 117, 102580. https://doi.org/10.1016/j.jairtraman.2024.102580
  6. Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239. https://doi.org/10.2307/2297111
  7. Brueckner, J. K. (2003). Airline Traffic and Urban Economic Development. Urban Studies, 40(8), 1455–1469. https://doi.org/10.1080/0042098032000094388
  8. Buhalis, D. (2004). eAirlines: strategic and tactical use of ICTs in the airline industry. Information & Management, 41(7), 805–825. https://doi.org/10.1016/j.im.2003.08.015

Ayrıntılar

Birincil Dil

İngilizce

Konular

Gelişme Çalışmaları (Diğer)

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

22 Haziran 2026

Gönderilme Tarihi

22 Ağustos 2025

Kabul Tarihi

16 Nisan 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 41 Sayı: 2

Kaynak Göster

APA
Batu Ağırkaya, M., Karacan, S., & Ekici, F. (2026). Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach. İzmir İktisat Dergisi, 41(2), 480-508. https://doi.org/10.24988/ije.1769842
AMA
1.Batu Ağırkaya M, Karacan S, Ekici F. Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach. ije. 2026;41(2):480-508. doi:10.24988/ije.1769842
Chicago
Batu Ağırkaya, Melahat, Semih Karacan, ve Filiz Ekici. 2026. “Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach”. İzmir İktisat Dergisi 41 (2): 480-508. https://doi.org/10.24988/ije.1769842.
EndNote
Batu Ağırkaya M, Karacan S, Ekici F (01 Haziran 2026) Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach. İzmir İktisat Dergisi 41 2 480–508.
IEEE
[1]M. Batu Ağırkaya, S. Karacan, ve F. Ekici, “Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach”, ije, c. 41, sy 2, ss. 480–508, Haz. 2026, doi: 10.24988/ije.1769842.
ISNAD
Batu Ağırkaya, Melahat - Karacan, Semih - Ekici, Filiz. “Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach”. İzmir İktisat Dergisi 41/2 (01 Haziran 2026): 480-508. https://doi.org/10.24988/ije.1769842.
JAMA
1.Batu Ağırkaya M, Karacan S, Ekici F. Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach. ije. 2026;41:480–508.
MLA
Batu Ağırkaya, Melahat, vd. “Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach”. İzmir İktisat Dergisi, c. 41, sy 2, Haziran 2026, ss. 480-08, doi:10.24988/ije.1769842.
Vancouver
1.Melahat Batu Ağırkaya, Semih Karacan, Filiz Ekici. Technology, Competitiveness, and the Growth–Aviation Nexus in Emerging Markets: Evidence from a Bootstrap Panel Causality Approach. ije. 01 Haziran 2026;41(2):480-508. doi:10.24988/ije.1769842

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