The relevance and influence of social media posts on investment decisions of young and social media-savvy individuals — An experimental approach based on Tweets

IF 4.3 2区 经济学 Q1 BUSINESS, FINANCE
Lars Kuerzinger, Philipp Stangor
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引用次数: 0

Abstract

We conducted an experiment to examine the role of positive and negative tweets (generated by AI) on investment behavior of young and social media-savvy individuals, comparing them with provided historical and fundamental financials. Through mediator analysis, we discovered that positive tweets have a significantly positive mediating effect on investment amounts, while negative tweets have a negative impact. Importantly, we found that this effect is not primarily driven by the perception of the tweets; rather, positive tweets influence individuals’ perception of a company’s financials which is the most influencing factor in individuals’ investment decision. In this manner our study contributes to the existing literature by (1) proving evidence for a causal effect of social media investor sentiment on investment behavior on capital markets and especially (2) focussing how the influence channels are built.
社交媒体帖子对精通社交媒体的年轻人投资决策的相关性和影响--基于推文的实验方法
我们进行了一项实验,通过将正面和负面推文(由人工智能生成)与所提供的历史和基本财务数据进行比较,研究正面和负面推文对精通社交媒体的年轻人投资行为的影响。通过中介分析,我们发现正面推文对投资金额有显著的正面中介效应,而负面推文则有负面影响。重要的是,我们发现这种效应并非主要由推文的感知所驱动;相反,正面推文会影响个人对公司财务的感知,而这正是个人投资决策的最大影响因素。因此,我们的研究对现有文献做出了以下贡献:(1)证明了社交媒体投资者情绪对资本市场投资行为的因果效应,尤其是(2)关注了影响渠道是如何建立的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
13.20
自引率
6.10%
发文量
75
审稿时长
69 days
期刊介绍: Behavioral and Experimental Finance represent lenses and approaches through which we can view financial decision-making. The aim of the journal is to publish high quality research in all fields of finance, where such research is carried out with a behavioral perspective and / or is carried out via experimental methods. It is open to but not limited to papers which cover investigations of biases, the role of various neurological markers in financial decision making, national and organizational culture as it impacts financial decision making, sentiment and asset pricing, the design and implementation of experiments to investigate financial decision making and trading, methodological experiments, and natural experiments. Journal of Behavioral and Experimental Finance welcomes full-length and short letter papers in the area of behavioral finance and experimental finance. The focus is on rapid dissemination of high-impact research in these areas.
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