2021
DOI: 10.1080/09669582.2021.1887878
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Application of machine learning to predict visitors’ green behavior in marine protected areas: evidence from Cyprus

Abstract: Interpretive marine turtle tours in Cyprus yields an alluring ground to unfold the complex nature of pro-environmental behavior among travelers in nature-based destinations. Framing on Collins (2004) interaction ritual concept and the complexity theory, the current study proposes a configurational model and probes the interactional effect of visitors' memorable experiences with environmental passion and their demographics to identify the causal recipes leading to travelers' sustainable behaviors. Data was coll… Show more

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Cited by 44 publications
(22 citation statements)
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References 104 publications
(132 reference statements)
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“…Similarly, the inclusion of ethical leadership as a mediator in the proposed relationship from the perspective of the banking sector also provides a unique insight into the existing literature on CSR and organizational management. There have been different studies highlighting the importance of ethical leadership to promote the pro-environmental behavior of employees in the era of industry 4.0 [142][143][144][145]. However, the banking sector has remained deprived and has not receive due attention in this regard.…”
Section: Discussionmentioning
confidence: 99%
“…Similarly, the inclusion of ethical leadership as a mediator in the proposed relationship from the perspective of the banking sector also provides a unique insight into the existing literature on CSR and organizational management. There have been different studies highlighting the importance of ethical leadership to promote the pro-environmental behavior of employees in the era of industry 4.0 [142][143][144][145]. However, the banking sector has remained deprived and has not receive due attention in this regard.…”
Section: Discussionmentioning
confidence: 99%
“…Based on the aforementioned discussion and as noted earlier, the integration of a systems thinking approach to tourism education makes it possible to facilitate a transition to sustainable tourism development. The world now more than ever must encourage responsible travel (Akhshik et al , 2020a; Rezapouraghdam et al , 2021), responsible tourism employees (Karatepe et al , 2020a, 2020b) and sustainable destination management (Akhshik et al , 2020b; Toker and Rezapouraghdam, 2021). Considering the fact that today’s tourism students are going to be tomorrow’s employees, managers of destinations and/or a part of the local community who travel or host travellers, there is a need to foster responsible thinking and action.…”
Section: Discussionmentioning
confidence: 99%
“…Contact with nature has been documented to have important psychological and physiological benefits [38][39][40][41][42][43][44] impacting positively on people's quality of life [45,46]. An important point brought forward by researchers, and integrative medicine practitioners is that green space is playing a significant role assisting with COVID-19 recovery [26,47,48].…”
Section: Nature Therapymentioning
confidence: 99%