COVID-19 Effect on Tourism: Measuring Guest Behavior towards Hotel Industry Using Ordered Logistic Regression

Rupesh Aryal, Anup K.C., U. R. Paudel, Sushanta Mahapatra, Ghanashyam Khanal, Kolin Kiran Shrestha, Devi Kumari
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Abstract

The global COVID-19 pandemic significantly impacted the Nepalese hotel industry due to government-imposed lockdowns and travel restrictions. This led to decreased earnings, higher unemployment, and a noticeable shift in guest behavior. In this context, the study analyzes the impact of COVID-19 on guest behavior towards the hotel industry in the Kathmandu Valley. This study utilizes an explanatory research design and gathers data from 260 participants through structured questionnaires, administered with the assistance of the KOBO Toolbox within the Kathmandu Valley. Inferential analysis was conducted using an ordered logistic model. The findings indicate that the pandemic has indeed had an impact on guest behavior within the hotel industry. Additionally, factors such as gender, education level, profession, reference group, security, attitude, and beliefs play a significant role in shaping guest behavior toward the hotel industry. We also find that most individuals visit hotels for personal reasons, and guests generally have a moderate level of awareness regarding COVID-19. In conclusion, hotels should enhance their services and maintain a hygienic environment to address these issues. In this regard, this study will benefit researchers, the hotel industry, the travel and tourism sector, policymakers, marketing agencies, and more.
COVID-19 对旅游业的影响:利用有序逻辑回归衡量客人对酒店业的行为
由于政府实施封锁和旅行限制,全球 COVID-19 大流行严重影响了尼泊尔的酒店业。这导致了收入减少、失业率上升以及客人行为的明显转变。在此背景下,本研究分析了 COVID-19 对加德满都谷地酒店业客人行为的影响。本研究采用解释性研究设计,在加德满都谷地的 KOBO 工具箱的协助下,通过结构化问卷收集了 260 名参与者的数据。使用有序逻辑模型进行了推理分析。研究结果表明,大流行病确实对酒店业的客人行为产生了影响。此外,性别、教育水平、职业、参照群体、安全感、态度和信仰等因素在影响客人对酒店业的行为方面发挥着重要作用。我们还发现,大多数人访问酒店是出于个人原因,而客人对 COVID-19 的认知程度一般。总之,酒店应加强服务,保持卫生环境,以解决这些问题。在这方面,本研究将使研究人员、酒店业、旅行和旅游业、政策制定者、营销机构等受益匪浅。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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