| Makale Türü | Özgün Makale (SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale) | ||
| Dergi Adı | International Journal of Hospitality Management (Q1) | ||
| Dergi ISSN | 0278-4319 Dergi Bilgileri (2026) | ||
| Dergi Tarandığı Indeksler | SSCI | ||
| Makale Dili | İngilizce | Basım Tarihi | 02-2026 |
| Cilt / Sayı / Sayfa | 133 / 1 / – | DOI | 10.1016/j.ijhm.2025.104511 |
| Makale Linki | https://doi.org/10.1016/j.ijhm.2025.104511 | ||
| UAK Araştırma Alanları |
Otel İşletmeciliği
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| Özet |
| This study examines the influence of board composition and Environmental, Social, and Governance (ESG) practices on financial performance within the hospitality and tourism industry, leveraging advanced machine learning techniques. Data spanning 2015–2024 from the Refinitiv database is analyzed through boosting algorithms, SHapley Additive exPlanations (SHAP), and Partial Dependence Plots (PDPs) to uncover nonlinear interactions and relative predictor importance. The findings emphasize that Independent Board Members Score (IBMS) consistently drives financial performance across metrics, while Non-Executive Board Members Score (NEBMS) provides complementary support, particularly in interaction with IBMS. ESG variables, including Workforce Score and Product Responsibility Score, emerge as critical predictors, underscoring the importance of sustainability and governance practices. The … |
| Anahtar Kelimeler |
| Board composition | Board members | Competitive advantage | ESG | Machine learning |
| Atıf Sayıları | |
| Web of Science | 1 |
| Scopus | 1 |
| Google Scholar | 1 |
| Dergi Adı | International Journal of Hospitality Management |
| Kısa Adı | INT J HOSP MANAG |
| Yayıncı | ELSEVIER SCI LTD |
| Açık Erişim | Hayır |
| ISSN | 0278-4319 |
| E-ISSN | 1873-4693 |
| Wos Quartile | Q1 |
| Scopus Quartile | Q1 |
| Tarandığı Indeksler | SSCI , Scopus |
| WoS Kategoriler | HOSPITALITY, LEISURE, SPORT & TOURISM |
| Scopus Kategoriler | STRATEGY AND MANAGEMENT | TOURISM, LEISURE AND HOSPITALITY MANAGEMENT |