基于多元Logistic回归模型的薄膜基地发展影响因素分析

Yanting Gao, Zixing Zhang
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引用次数: 0

摘要

中国影视基地自上个世纪成立以来,一直面临着数量增长过快、质量发展不平衡的问题。现有研究普遍期望地方政府的财政投入和地方文化产业的集聚能够提高电影基地的产业发展水平,并认为电影基地产业的发展受区域影响。然而,现有的理论研究并没有给予这些乐观预期强有力的支持。本研究基于相关财经数据库,通过相关分析和多元逻辑回归对这些乐观观点进行检验。研究结果表明:电影基地发展水平与政府财政支持、文化产业集聚、交通可达性存在显著相关;然而,基地所在区域的影响并不显著。此外,本研究建立了基于多元逻辑回归的计算模型来预测电影基地的发展水平,试图为电影产业的发展提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influencing Factors Analysis of Development of Film Base With Multiple Logistic Regression Model
Since its inception in the last century, Chinese film and TV bases have faced the problems of rapid growth in quantity and unbalanced development in quality. The existing research generally expects that the financial investment of local governments and the agglomeration of local cultural industries can improve the level of industrial development of film bases and believe that the development of film base industries is affected by regions. However, the existing theoretical research has failed to give strong support to these optimistic expectations. Based on relevant finance and economics databases, this study conducts correlation analysis and multiple logistic regression to test these optimistic proposals. The results show that there is a significant correlation between the development level of film bases and the government financial support, the cultural industry agglomeration, and transportation accessibility. However, the effect of the area where the base is located is not significant. In addition, the research builds a computational model based on multiple logistic regression to predict the development level of film bases and tries to provide a reference for the development of the film industry.
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