Analysis of the Influence of the Release Time Interval of Movie Digital Platforms Based on Big Data

Yan Zhang, Hao Zhang and Xiuying Li

Chapter 41 in Economic Management and Big Data Application:Proceedings of the 3rd International Conference, 2024, pp 458-472 from World Scientific Publishing Co. Pte. Ltd.

Abstract: With the development of digital technology, digital platforms have become important channels for audiences to watch movies. When studying the performance of movies on digital platforms, scholars often only focus on one of the temporal factors or non-temporal factors, but the performance of movies is affected by both factors. Based on relevant data from 128 movies collected by big data technology, this paper uses the OLS and mediating effect models to analyze the influence of the release time interval and other non-time factors on movie performance. The key findings are as follows: (1) box office plays a decisive role in the performance of movies on digital platforms, and quite a few other non-time factors have an impact on the performance of movies through the box office as a mediating variable; (2) the release time interval of the DVD&Blu-ray channel has no effect on the performance of movies in this channel; (3) there is a U-shaped relationship between the release time interval of digital platforms and the performance of digital platforms; (4) movie ratings have an additional impact on the performance of movies in network platform. This paper explains the interaction mechanism between movie release channels in a more realistic way, which has a certain reference value for relevant practitioners and scholars.

Keywords: Big Data; Information Management; Economic; Data Applications; Blockchain; E-commerce (search for similar items in EconPapers)
JEL-codes: C63 C8 O14 (search for similar items in EconPapers)
Date: 2024
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