Evaluation of the communication efficacy of main-stream-value-oriented TV using social media analysis: A method based on improved Bass models

Evaluating the communication impact of Chinese TV dramas has been difficult due to challenges in accessing financial data. However, the emergence of integrated media communication has provided a framework for assessing this impact through social media commentary. This study uses the Bass model to an...

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Bibliographic Details
Main Authors: Xiao Ding, Man Jin, Zhe Feng
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Heliyon
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Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025012903
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Summary:Evaluating the communication impact of Chinese TV dramas has been difficult due to challenges in accessing financial data. However, the emergence of integrated media communication has provided a framework for assessing this impact through social media commentary. This study uses the Bass model to analyze the spread of Chinese main-stream-value-oriented TV on social media. Results show that this model is more accurate than traditional ones, allowing for a more scientific allocation of resources and better dissemination of core values. The study also offers insights into the evolution of thematic content, expression techniques, and popularization strategies in TV dramas, ensuring their cultural and social impact while providing data and theoretical support.
ISSN:2405-8440