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Makale Tam Makale Uluslararası 2026

Artificial intelligence (AI) interacted ESG-based sustainable tourism: Economic insights

CEM IŞIK, Hasibul Islam, Serdar Ongan, AYŞE ŞENGÖZ, Bilal Usanmaz

TOURISM ECONOMICS Cilt 32 · Sayı 4 · ss. 748–769 · 01.06.2026
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Özet

Tourist activities impact ESG (environmental, social, governance) factors, but a combined metric is lacking in tourism and sustainability literature. This study introduces the ESG/International Tourist Arrivals (ESG/ITA) metric, quantifying environmental burdens per tourist and assessing tourism sustainability. The study employs linear regression techniques, including IV-GMM, and nonlinear methods like panel quantile regression across 27 European countries. It investigates the effects of ESG/ITA and AI-Interacted ESG-Based Sustainable Tourism (ESG/ITA*AI) on real GDP per capita. Findings show that while ESG/ITA negatively affects GDP per capita, incorporating artificial intelligence (AI) enhances its positive influence. Finland and Sweden perform well on ESG/ITA, whereas Germany and France lag on ESG/ITA*AI. The study suggests AI can help balance sustainability and economic performance, offering a valuable tool for policymakers.

Anahtar kelimeler

mineral rents economic growth ENERGY USE FDI ESG tourism sustainability

Sürdürülebilir Kalkınma Amaçları

  • SKA 11: Sürdürülebilir Şehir ve Yaşam Alanları

Atıf için künye

IŞIK, C., Islam, H., Ongan, S., ŞENGÖZ, A., & Usanmaz, B. (2026). Artificial intelligence (AI) interacted ESG-based sustainable tourism: Economic insights. TOURISM ECONOMICS, 32(4), 748–769. https://doi.org/10.1177/13548166251346306

BibTeX
@article{isik2026-192172,
  author = {IŞIK, CEM and Islam, Hasibul and Ongan, Serdar and ŞENGÖZ, AYŞE and Usanmaz, Bilal},
  title = {Artificial intelligence (AI) interacted ESG-based sustainable tourism: Economic insights},
  journal = {TOURISM ECONOMICS},
  year = {2026},
  volume = {32},
  number = {4},
  pages = {748--769},
  issn = {1354-8166},
  doi = {10.1177/13548166251346306},
  url = {https://akademik.atauni.edu.tr/yayinlar/192172-artificial-intelligence-ai-interacted-esg-based-sustainable-tourism-economic}
}