Listening to your employees: analyzing opinions from online reviews of hotel companies

INTERNATIONAL JOURNAL OF CONTEMPORARY HOSPITALITY MANAGEMENT(2021)

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摘要
Purpose - This study aims to examine the factors influencing hotel employee satisfaction and explores the different sentiments expressed in these factors in online reviews by hotel type (premium versus economy) and employment status (current versus former). Design/methodology/approach - A total of 78,535 online reviews by employees of 29 hotel companies for the period of 2011-2019 were scraped from Indeed.com. Structural topic modeling (STM) and sentiment analysis were used to extract topics influencing employee satisfaction and examine differences in sentiments in each topic. Findings - Results showed that employees of premium hotels expressed more positive sentiments in their reviews than employees of economy hotels. The STM results demonstrated that 20 topics influenced employee satisfaction, the top three of which were workplace bullying and dirty work (18.01%), organizational support (16.29%) and career advancement (8.88%). The results indicated that the sentiments in each topic differed by employment status and hotel type. Practical implications - Rather than relying on survey data to explore employee satisfaction, hotel industry practitioners can analyze employees' online reviews to design action plans. Originality/value - This study is one of only a few to use online reviews from an employment search engine to explore hotel employee satisfaction. This study found that workplace bullying and dirty work heavily influenced employee satisfaction. Moreover, analysis of the comments from previous employees identified antecedents of employees' actual turnover behavior but not their turnover intention.
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关键词
Sentiment analysis, Structural topic modeling, Hotel company online review, Hotel employee satisfaction, Hotel type
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