基于大数据分析算法的中国民间数字货币投资意愿研究

Mengxiang Jin, Weilun Huang
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摘要

本文的目的是在问卷调查结果和文献综述的基础上,结合大数据分析算法、相关分析、方差分析、回归分析、效应分析等方法,探讨影响中国投资者对私人数字货币投资行为的因素。在投资行为上研究投资者对私人数字货币的投资意愿和愿意投资的金额,在影响因素上研究投资者对私人数字货币的优势和风险的认知。研究了个人因素对私人数字货币投资行为的影响。结果表明,民间数字货币投资意愿与民间数字货币的个人优势、社会优势感知、教育程度、收入呈显著正相关,与个人风险感知、社会风险感知呈显著负相关。私人数字货币投资意愿与年龄、教育程度、收入呈显著正相关,与私人数字货币优势和风险感知无显著相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The study on Chinese investment willingness of private digital currency by big data analysis algorithms
The purpose of this paper is based on the results of questionnaires survey and literature review, combined with the methods of big data analysis algorithms, analysis of correlation, analysis of variance, analysis of regression, analysis of effects and other methods to explore the factors influencing Chinese investors' investment behavior in private digital currencies. The investors' willingness to invest in private digital currencies and the amount they are willing to invest are studied in investment behavior, and the investors' perceptions of the advantages and risks of private digital currencies are studied in influencing factors. The influence of personal factors on private digital currency investment behavior is also studied. The results show that the willingness to invest in private digital currency is significantly and positively related to the perception of individual advantages and social advantages of private digital currency as well as education and income, and significantly and negatively related to the perception of individual risks and social risks. The willingness to invest in private digital currency was significantly and positively correlated with age, education, and income and showed no significant correlation with the perception of private digital currency advantages and risks.
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