AI Article Synopsis

  • This study investigates the dining experience of vegetarian consumers at vegetarian-friendly restaurants by analyzing user-generated content from TripAdvisor.
  • The research examined over 54,000 reviews from 1,008 London restaurants using machine learning and traditional methods, identifying 21 key topics affecting vegetarian customer experiences.
  • Findings highlight "value" as the most significant factor, with certain topics positively and negatively influencing restaurant ratings, offering insights for restaurant managers to improve services for vegetarian diners.

Article Abstract

This study aimed to explore and evaluate factors that impact the dining experience of vegetarian consumers within a range of vegetarian-friendly restaurants. To explore the factors and understand consumer experience, this study analyzed a vast number of user-generated contents of vegetarian consumers, which have become vital sources of consumer experience information. This study utilized machine-learning techniques and traditional methods to examine 54,299 TripAdvisor reviews of approximately 1,008 vegetarian-friendly restaurants in London. The study identified 21 topics that represent a holistic opinion influencing the dining experience of vegetarian customers. The results suggested that "value" is the most popular topic and had the highest topic percentage. The results of regression analyses revealed that five topics had a significant impact on restaurant ratings, while 12 topics had negative impacts. Restaurant managers who pay close attention to vegetarian aspects may utilize the findings of this study to satisfy vegetarian consumer requirements better and enhance service operations.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871933PMC
http://dx.doi.org/10.3389/fpsyg.2022.1043844DOI Listing

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