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本文以投资者在东方财富网股吧针对创业板上市公司发表的90多万条帖子为研究对象,通过IP地址识别,构建本地关注指标;并利用计算机文本挖掘技术,提取网络发帖所体现的情绪倾向,构建投资者情绪指标。实证结果显示,本地关注对股票收益率的影响取决于投资者情绪,当投资者持积极情绪时,本地关注对股票收益率有显著的正向影响;当投资者持消极情绪时,该影响显著为负。在积极情绪和消极情绪下本地关注对股票交易量都有显著正向影响,但积极情绪下的影响程度比消极情绪下更大。此外,本地关注与投资者情绪的交叉效应在上市公司样本数量较多的北京、广东、江苏、上海、浙江这五个区域都存在,并与整体样本的特征基本一致,但在样本数量较少的其他区域并不完全一致。 相似文献
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员工知识共享行为能够促进知识在组织边界内产生溢出效应,从强化内部动机的视角引入自我效能分析组织支持感与员工知识共享行为之间的关系,并构建概念模型进行实证研究具有重要的理论价值。实证结果表明:组织支持感的三个维度中工作支持、价值认同对员工的知识获取行为和知识贡献行为都具有显著的正向影响,关心利益只对员工的知识获取行为具有显著正向影响;自我效能在工作支持、价值认同与知识贡献之间和在价值认同与知识获取之间起到完全中介作用,在工作支持与知识获取之间起到部分中介作用。 相似文献
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本文基于网络爬虫挖掘东方财富股吧中个股的发帖文本,搭建卷积神经网络和长短时记忆神经网络特征融合模型(LSTM-CNN),对样本股的股吧发帖文本进行情感识别,构建投资者情绪指标并分析了其对股价崩盘风险的影响效应及其机制。实证发现,当期投资者情绪对下一期股价崩盘风险存在显著的正向影响效应,投资者情绪高涨加剧了未来股价崩盘风险;不同市场环境下,情绪对股价崩盘风险影响具有不对称性,熊市状态下投资者情绪对崩盘风险的正向影响效应更为明显。进一步的异质性分析表明,规模较小、股权集中度较低、卖空限制大、公司所在地市场化水平低的样本公司中投资者情绪对股价崩盘风险的影响更为明显。此外,我们发现股票流动性是投资者情绪影响股价崩盘风险的一个重要的中介变量。研究结论有助于从投资者情绪视角来解释股价崩盘风险的形成机理,丰富了对股价崩盘风险影响因素的认识。 相似文献
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中国建国后的教育制度变迁使得不同年代的相同学历包含的信息有所不同,本文在控制了年代效应的基础上,研究了学历对投资者股票市场参与的影响。基于建国后教育制度变迁的不同阶段,本文将样本分成三个部分,并分别检验了每个子样本的学历对投资者参与的影响,研究发现第二阶段的学历对投资者参与的影响比较敏感,第一阶段和第三阶段的学历对投资者参与的影响比较弱。将学历对投资者股票市场参与的影响路径分为金融认知和收入稳定性两个方面,进一步解释了不同受教育阶段投资者的学历影响投资者股票市场参与的原因。通过对比不同年代的相同学历的投资者金融认知水平,发现一般性的金融普及方式未必可以有效提高投资者股票市场参与,对高学历的老年人和低学历的中青年人有针对性的分类普及可能效果更好。 相似文献
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本文基于2019年中国家庭金融调查数据(CHFS),研究金融素养自信偏差、风险态度与家庭股票市场参与的关系。研究发现,主观、客观金融素养及金融素养自信偏差都会提高居民股票市场参与的广度和深度。进一步区分金融素养自信偏差群体发现,相比金融素养评价中肯家庭,过度自信家庭显著偏好参与股票市场。调节效应分析发现,总体上风险态度在金融素养自信偏差对股票市场参与和配置股票资产占比中发挥了正向调节作用;风险态度强化了过度自信对家庭股票市场参与深度的促进作用,但没有显著削弱自信不足对家庭股票市场参与的抑制作用。异质性分析发现,风险态度与金融素养自信偏差的交互作用对非农户籍居民、高收入家庭、低学历家庭的股票市场参与会产生更为显著的正向影响。据此,本文提出强化居民的金融教育,同时提高投资者的风险认知水平,促使居民理性参与股票市场,推动城乡融合发展的政策建议。 相似文献
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This paper investigates retail investor attention to firms' idiosyncratic risk in China. We use the Baidu search index as a proxy for attention and test its effect on Chinese firms' idiosyncratic risk from 2011 to 2017. Our empirical results suggest investor attention has a positive impact on firms' idiosyncratic risk. This effect is robust to possible endogeneity issues and alternative channels of effects and is stronger for small firms. Additional analysis finds that the effect of our proxy for attention on firms' idiosyncratic risk is stronger than investor sentiment and traditional attention proxies, including announcements, media news, analyst ratings, and brokerage reports. These findings provide evidence of retail investor attention could increase firms' contemporaneous idiosyncratic risk, and decrease firms' subsequent period risk. 相似文献
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使用众筹网884个农业众筹项目的数据,基于投资者需求的角度,结合农产品特色,从质量信号、投资人参与、项目经济性三个维度对农产品众筹融资达成率进行分析。结果表明:相比质量信号,农产品众筹中的“羊群效应”显著;目标融资额反向影响农业众筹融资达成率。进一步研究发现:发起人有项目经验时,投资人更加注重时间成本,发起人无项目经验时,投资人更加注重货币成本;目标融资额显著负向调节管理质量(项目更新次数)对农业众筹融资达成率的影响。因此,为提高农业众筹融资达成率,发起人应当积累项目经验与社会资本,提高项目经济性;平台方应建立健全优质项目筛选机制,提高平台知名度,引导正向“羊群效应”。 相似文献
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This paper investigates the earnings management activities in Chinese listed firms and the impact of the split share structure reform (SSSREF). We demonstrate that Chinese listed firms exhibited a long-term positive relationship between real and accrual-based earnings management activities over the 2002–2011 period. This reflects the environment of weak investor protection and lack of effective corporate governance in China. Our results also indicate that the SSSREF in China has not fundamentally improved firms' quality of financial information. This may be because ownership concentration remains high. However, it is of interest that the reform has created an incentive alignment effect exogenously. We find that firms' use of discretionary accruals was constrained, and they have consequently shifted to less detectable and under-scrutinized real earnings activities after the reform. This shift is similar to that seen with the direct regulatory changes in accounting reporting rules on firms' earnings behaviors in developed countries where the investor protection environment is strong. We suggest that firms' shifting between the accrual and real-based earnings methods is an overlooked area for investors to consider in the emerging market context, and may require the attention of regulators. 相似文献
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AbstractThis paper examines the influence of an authentic assessment item on three dimensions of oral communication in accounting education: skills, self-efficacy, and relevance. An explanatory mixed methods design is used to explore students' perceptions of their development. The results indicate that an elevator pitch assessment has a positive impact on all three dimensions. In particular, the employed video technology fosters greater self-awareness and a more accurate perception of skill levels, and enhances students' self-efficacy. The contextualised learning experience also enables students to better appreciate the relevance of oral communication to their future careers. The paper extends the literature on video technology, self-efficacy, and generic skills development in accounting education, and provides relevant stakeholders with evidence of an authentic activity that can assist with bridging the skills-expectation gap. 相似文献
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This paper explores the long-lasting impact of investors' first impression of participation in the stock market and the disposition effect. Using a unique dataset of account-level transaction records from a large brokerage firm in China, we find strong evidence for the existence of a disposition effect of Chinese retail investors. Our empirical results suggest that investors exhibit a stronger disposition effect if they initially participate in the stock market in periods of lower market returns, lower investor sentiment, higher market volatility, or higher economic policy uncertainty (EPU). The evidence enhances our understanding of the role of investors' early experience in stock market decisions and the determinants of behavioural biases in investment decisions. 相似文献
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This paper examines the optimality of an insurance strategy in which an investor buys a risky asset and a put on that asset. The put's striking price serves as the insurance level. In complete markets, it is highly unlikely that an investor would utilize such a strategy. However, in some types of less complete markets, an investor may wish to purchase a put on the risky asset. Given only a risky asset, a put, and noncontinuous trading, an investor would purchase a put as a way of introducing a risk-free asset into the portfolio. If, in addition, there is a risk-free asset and the investor's utility function displays constant proportional risk-aversion, then the investor would buy the risk-free asset directly and not buy a put. In sum, only under the most incomplete markets would an investor find an insurance strategy optimal. 相似文献
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The aims of this paper are to detect evidence of institutional investor herding behaviour and examine the role that investor sentiment plays in institutional investor herding behaviour. The herding behaviour is investigated by examining the dispersion of time varying beta of UK open-end and closed-end funds. The study finds evidence of fund managers' herding behaviour, which suggests they are likely to herd on market portfolio, size, and value factors. UK market-wide investor sentiment index is used for investigating the effects of investor sentiment on institutional herding behaviour. We find a unidirectional investor sentiment effect on the herding of UK mutual fund managers. We also reveal that the sentiment factors affecting UK open-end and closed-end fund managers herding behaviour are different due to the differences in fund structure. 相似文献
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DAVID H. SOLOMON 《The Journal of Finance》2012,67(2):599-638
I examine how media coverage of good and bad corporate news affects stock prices, by studying the effect of investor relations (IR) firms. I find that IR firms “spin” their clients' news, generating more media coverage of positive press releases than negative press releases. This spin increases announcement returns. Around earnings announcements, however, IR firms cannot spin the news and their clients' returns are significantly lower. This pattern is consistent with positive media coverage increasing investor expectations, creating disappointment around hard information. Using reporter connections and geographical links, I argue that IR firms causally affect both media coverage and returns. 相似文献
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FRANÇOIS DERRIEN 《The Journal of Finance》2005,60(1):487-521
This paper explores the impact of investor sentiment on IPO pricing. Using a model in which the aftermarket price of IPO shares depends on the information about the intrinsic value of the company and investor sentiment, I show that IPOs can be overpriced and still exhibit positive initial return. A sample of recent French offerings with a fraction of the shares reserved for individual investors supports the predictions of the model. Individual investors' demand is positively related to market conditions. Moreover, large individual investors' demand leads to high IPO prices, large initial returns, and poor long‐run performance. 相似文献