Abstract
Compared to traditional media, national parks increasingly rely on social media for information dissemination and knowledge popularization. Little research has explored the impact and mechanism of short video narratives on user engagement behavior in national parks. This paper collects 545 official short videos of national parks and classifies the video data using a combination of video processing technology and manual coding. It aims to explore the narrative elements of national parks and analyze their impact on user engagement behaviors by combining narrative transportation theory and elaboration likelihood model (ELM). The results of the study show that the narrative topic of the video has a significant effect on users’ liking and commenting behavior. The number of hashtags has a positive impact on user engagement behaviors, and narrative duration positively affects user liking and commenting behaviors. Compared to without background music, background music can increase users’ commenting behavior. This study expands the scope of theoretical research on promotion and marketing in national parks, as well as user engagement behavior and provides new perspectives on narrative transportation theory and the ELM. It also provides practical guidance for promoting and popularizing national parks.
Affiliated Institutions
Related Publications
Science vs Conspiracy: Collective Narratives in the Age of Misinformation
The large availability of user provided contents on online social media facilitates people aggregation around shared beliefs, interests, worldviews and narratives. In spite of t...
Comment-based multi-view clustering of web 2.0 items
Clustering Web 2.0 items (i.e., web resources like videos, images) into semantic groups benefits many applications, such as organizing items, generating meaningful tags and impr...
Deep Interest Network for Click-Through Rate Prediction
Click-through rate prediction is an essential task in industrial applications, such as online advertising. Recently deep learning based models have been proposed, which follow a...
Gesundheit! Modeling Contagion through Facebook News Feed
Whether they are modeling bookmarking behavior in Flickr or cascades of failure in large networks, models of diffusion often start with the assumption that a few nodes start lon...
Understanding User Responses to Information Technology: A Coping Model of User Adaptation1
This paper defines user adaptation as the cognitive and behavioral efforts performed by users to cope with significant information technology events that occur in their work env...
Publication Info
- Year
- 2025
- Type
- article
- Citations
- 0
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.1177/13567667251401237