Journal of Hospitality & Tourism Research · 2019 · 82 citations · 76 references
BusinessMarketingMarketing ManagementCommunity EngagementSocial Media AnalyticsSocial Media MarketingCustomer EngagementCustomer Experience ManagementCustomer ParticipationRestaurant MarketingSocial MediaUser Engagement AnalysisAttributesCustomer Engagement ModelsOnline Customer EngagementOnline Customer ExperienceOnline Customer ParticipationRestaurant Digital MarketingText Classification FeaturesText Mining Features
The hospitality and tourism industries now acknowledge that engaging with customers via social media is an essential element of marketing strategy. Given the high variability of success with which firms have been attracting customer interest online, however, it is clear that businesses are having a difficult time determining the best way to use these emerging technologies. This study investigates the impact of certain social media post attributes on customer engagement, using restaurants on Facebook as an example. We introduce a novel set of text analytic features that positively affect customer engagement and test them against a big data set (174,000 posts). Findings indicate that appeals to a feeling of belonging to the community have a significant positive effect on engagement. This study contributes to the body of knowledge on customer engagement and offers concrete recommendations for how restaurants can interact with customers online.
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The Measurement of Observer Agreement for Categorical Data
J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text
Maximizing the spread of influence through a social network
David Kempe, Jon Kleinberg, Éva Tardos · 2003 · 7.3K citations