Predicting Organizational Citizenship Behaviour in Hospitality Businesses with Decision Tree Method

Celiker N., Guzeller C. O.

International Journal of Hospitality and Tourism Administration, vol.25, no.2, pp.436-474, 2024 (ESCI) identifier

  • Publication Type: Article / Article
  • Volume: 25 Issue: 2
  • Publication Date: 2024
  • Doi Number: 10.1080/15256480.2022.2120942
  • Journal Name: International Journal of Hospitality and Tourism Administration
  • Journal Indexes: Emerging Sources Citation Index (ESCI), Scopus, Academic Search Premier, IBZ Online, Business Source Elite, Business Source Premier, CAB Abstracts, Hospitality & Tourism Complete, Hospitality & Tourism Index, PAIS International, Public Affairs Index, DIALNET
  • Page Numbers: pp.436-474
  • Keywords: emotional exhaustion, hotel firms, job stress, Leader-Member exchange, Organizational citizenship behavior, toxic leadership
  • Akdeniz University Affiliated: Yes

Abstract

© 2022 Taylor & Francis Group, LLC.The purpose of this study is to determine the effect of toxic leadership perception, leader-member exchange, job stress and emotional exhaustion to predict organizational citizenship behavior of hotel employees. The study is conducted with 623 participants from four and five-star hotel firms in Alanya which is among the top destinations in Turkey. Decision tree analysis is applied to determine the variables that decisive predicting organizational citizenship behavior of the employees. The external validity of the results obtained with the decision tree model is tested with artificial neural networks. The analysis showed that the most significant variable to predict employee organizational citizenship behaviors is leader-member exchange. Findings are discussed in terms of theoretical and practical implications for hospitality literature and sector practitioners.