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Does overconfidence affect venture capital firms’ investment? 过度自信是否会影响风险投资公司的投资?
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-15 DOI: 10.1016/j.jbef.2023.100884
Salma Ben Amor , Maher Kooli

We examine the effect of overconfidence bias on VC firms’ investment. Using a sample of U.S. venture capital exits by IPOs and M&As between 2000 and 2019, we construct an overconfidence index and find a strong positive relationship between the follow-on funds and the degree of overconfidence. We also find that the higher the VC’s overconfidence, the shorter the time to raise new capital. Further, we show that overconfident VCs are more likely to exit their investments via IPOs rather than M&As and that the degree of overconfidence negatively and significantly affects the time to exit.

我们研究了过度自信偏差对风险投资公司投资的影响。利用 2000 年至 2019 年间美国风险投资通过 IPO 和并购退出的样本,我们构建了过度自信指数,并发现后续资金与过度自信程度之间存在很强的正相关关系。我们还发现,风险投资公司的过度自信程度越高,筹集新资金的时间就越短。此外,我们还发现,过度自信的风险投资公司更有可能通过首次公开募股(IPO)而非并购(M&As)的方式退出投资,而且过度自信的程度会对退出时间产生显著的负面影响。
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引用次数: 0
Ambiguity attitudes and demand for weather index insurance with and without a credit bundle: experimental evidence from Kenya 对有无信贷捆绑的天气指数保险的模糊态度和需求:肯尼亚的实验证据
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-15 DOI: 10.1016/j.jbef.2023.100885
Francesco Cecchi , Robert Lensink , Edwin Slingerland

We investigate the impact of ambiguity attitudes on the willingness-to-pay (WTP) for index insurance among female smallholders in Kenya. We gauge incentive-compatible measures of ambiguity aversion and insensitivity in the domain of gains and losses, as well as loss aversion. Next, we setup a framed experiment to measure WTP for insurance with basis risk. For a random subsample we introduce an alternative ‘rebate’ insurance, comparable to an insurance purchased through a loan – repaid in good years and deducted from payout in bad ones – that is expectedly more palatable for the loss averse. We find that ambiguity aversion significantly increases WTP for the standalone insurance, while loss aversion reduces it as expected. The former result is seemingly at odds with previous evidence from the field, but is consistent with a setting in which insurance ambiguity engenders relatively less disutility compared to the vagaries of weather. We show that this apparent divergence is not caused by differences in the method used to estimate ambiguity aversion compared to existing field studies. Rather, we exploit exogenous variation in the familiarity with insurance within our sample to show that it is explained away by the role of experience with the novel technology—a previously underestimated mediator. Ambiguity aversion hinders adoption at early stages but increases when the insurance is better understood. The rebate scenario, instead, all but cancels the effect of loss aversion on WTP, but the increased contractual ambiguity results in significantly lower bids by the ambiguity averse. In the lab, the WTP for rebate-type insurance-credit bundles is not different from that of the actuarially equivalent standalone insurance, implying that evidence from the field on greater uptake for the former may be attributable to liquidity constraints and time discounting effects, rather than to behavioural traits.

我们研究了模糊态度对肯尼亚女性小农户指数保险支付意愿(WTP)的影响。我们对收益和损失领域的模糊厌恶和不敏感以及损失厌恶进行了激励兼容测量。接下来,我们设置了一个框架实验来衡量基差风险保险的 WTP。对于一个随机子样本,我们引入了另一种 "回扣 "保险,类似于通过贷款购买的保险--在好的年份偿还,在坏的年份从赔付中扣除--这对损失厌恶者来说更容易接受。我们发现,模糊厌恶会显著增加独立保险的 WTP,而损失厌恶则会降低 WTP。前者的结果似乎与之前的实地证据不符,但却与保险的模糊性与变化无常的天气相比所产生的无用性相对较小的情况相一致。我们的研究表明,与现有的实地研究相比,这种表面上的差异并不是由于估算模糊厌恶程度的方法不同造成的。相反,我们利用样本中对保险的熟悉程度的外生差异,证明这种差异可以通过对新技术的经验作用来解释--这种作用是以前被低估的中介因素。模糊厌恶在早期阶段阻碍了人们对保险的采用,但当人们对保险有了更深入的了解后,这种厌恶就会增加。相反,回扣方案几乎抵消了损失厌恶对 WTP 的影响,但合同模糊性的增加导致模糊厌恶者的出价显著降低。在实验室中,回扣型保险-信贷捆绑产品的 WTP 与精算等价的独立保险的 WTP 并无不同,这意味着来自现场的证据表明前者更容易被接受可能是由于流动性限制和时间贴现效应,而非行为特征。
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引用次数: 0
Can a machine learn from behavioral biases? Evidence from stock return predictability of deep learning models 机器能从行为偏差中学习吗?深度学习模型的股票回报预测性证据
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-13 DOI: 10.1016/j.jbef.2023.100881
Suk-Joon Byun , Sangheum Cho , Da-Hea Kim

We examine how the return predictability of deep learning models varies with stocks’ vulnerability to investors’ behavioral biases. Using an extensive list of anomaly variables, we find that the long-short strategy of buying (shorting) stocks with high (low) deep learning signals generates greater returns for stocks more vulnerable to behavioral biases, i.e., small, young, unprofitable, volatile, non-dividend-paying, close-to-default, and lottery-like stocks. This performance of deep learning models for speculative stocks becomes pronounced when investor sentiment is high, and when new information is delivered through earnings announcements. Moreover, our nonlinear deep learning signals are negatively associated with analysts’ earnings forecast error especially for speculative stocks, implying that analysts’ forecasts are too low for speculative stocks with high deep learning signals. These results suggest that deep learning models with nonlinear structures are useful for capturing mispricing induced by behavioral biases.

我们研究了深度学习模型的收益预测能力如何随股票易受投资者行为偏差影响而变化。利用大量异常变量,我们发现,买入(做空)深度学习信号较高(较低)的股票的多空策略为更易受行为偏差影响的股票(即规模小、年轻、无利可图、波动大、不派息、接近违约和类似彩票的股票)带来了更高的收益。当投资者情绪高涨时,当新信息通过收益公告传递时,深度学习模型在投机性股票上的这种表现就会变得非常明显。此外,我们的非线性深度学习信号与分析师的盈利预测误差呈负相关,尤其是对投机性股票而言,这意味着分析师对深度学习信号较高的投机性股票的预测过低。这些结果表明,具有非线性结构的深度学习模型有助于捕捉由行为偏差引起的错误定价。
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引用次数: 0
Wall street watches Washington: Asset pricing implications of policy uncertainty 华尔街关注华盛顿:政策不确定性对资产定价的影响
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-13 DOI: 10.1016/j.jbef.2023.100883
Ralph C. Verhoeks , Willem F.C. Verschoor , Remco C.J. Zwinkels

We examine the effect of economic policy uncertainty (EPU) on sell-side analysts’ forecasts, the allocation of attention, and the stock market reaction to earnings news. We find that periods of high EPU are associated with higher analyst disagreement and a decrease in forecast accuracy. Specifically, we show that analysts issue on average more pessimistic forecasts when EPU is high. Second, we show that higher levels of EPU are associated with higher attention to the overall stock market and lower firm-level attention, in line with category learning behavior. Forecast errors also have a larger firm-specific component during periods of high EPU. Finally, we show that the trading volume and price responses to earnings announcements hardly depend on EPU. Hence, investors tend to follow analyst forecasts, thereby failing to incorporate a predictable bias.

我们研究了经济政策不确定性(EPU)对卖方分析师的预测、注意力分配以及股市对盈利新闻的反应的影响。我们发现,在经济政策不确定性较高的时期,分析师的意见分歧较大,预测准确性下降。具体而言,我们发现当 EPU 高时,分析师平均会发布更悲观的预测,这表明他们愿意发布可被击败的预测。其次,我们发现 EPU 水平越高,对整体股市的关注度越高,而对公司层面的关注度越低,这与类别学习行为一致。在 EPU 高的时期,预测误差也有更大的公司特定成分。最后,我们表明,交易量和价格对盈利公告的反应几乎不取决于 EPU。因此,投资者倾向于跟随分析师的预测,从而未能纳入可预测的偏差。
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引用次数: 0
Which ESG+F dimension matters most to retail investors? An experimental study on financial decisions and future generations 哪个 ESG+F 维度对私人投资者最重要?关于财务决策和子孙后代的实验研究
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-12 DOI: 10.1016/j.jbef.2023.100882
Matteo Benuzzi , Klaudijo Klaser , Karoline Bax

In this study, we address the ongoing debate about the relative importance of the three dimensions of the ESG framework and whether they are sufficient to capture the full scope of sustainability. We propose a new dimension, the Future Generations pillar (F-pillar), which aims to account for intergenerational equity and sustainability. Our online experiment explores how retail investors make investment decisions when presented with different combinations of financial and ESG information, including the F-pillar. Our findings suggest that retail investors try to balance their financial objectives with sustainability considerations. Moreover, the E-pillar appears to be most relevant when investors adopt a sustainability perspective, while the S-pillar is most relevant when investors consider the financial perspective. Interestingly, our results show that an explicit F-pillar is somewhat redundant, as individuals believe that the three existing ESG pillars already indirectly address the sustainability towards the future generations. This study contributes to the ongoing debate on the relevance of the ESG framework and highlights the need to further explore the interplay between financial and sustainability considerations in retail investment decision-making.

在本研究中,我们探讨了目前关于环境、社会和公司治理框架三个维度的相对重要性以及它们是否足以全面反映可持续性的争论。我们提出了一个新的维度,即 "后代支柱"(Fpillar),旨在考虑代际公平和可持续性。我们的在线实验探索了散户投资者在获得不同组合的财务和环境、社会和公司治理信息(包括 F 支柱)时如何做出投资决策。我们的研究结果表明,散户投资者试图在财务目标和可持续发展考虑之间取得平衡。此外,当投资者从可持续发展的角度考虑问题时,E 柱似乎最为相关,而当投资者从财务角度考虑问题时,S 柱则最为相关。有趣的是,我们的研究结果表明,明确的 F 支柱在某种程度上是多余的,因为个人认为现有的三个 ESG 支柱已经间接地解决了对后代的可持续发展问题。
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引用次数: 0
Reconciling sustainability preferences and behavior — The case of mutual fund investments 协调可持续性偏好和行为——以共同基金投资为例
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-06 DOI: 10.1016/j.jbef.2023.100880
Åsa Löfgren , Katarina Nordblom

This study analyzes the interaction between sustainability preferences and investment behavior, particularly in the context of mutual fund investments. Based on survey data from a representative sample of Swedish mutual fund investors, we observe that while a majority of respondents express a willingness to sacrifice returns for more sustainable investments, only a minority claim to have actively invested in sustainable funds. This highlights a discrepancy between preferences and behavior, which we show can be understood by (in)attentiveness in the financial decision-making process. We reveal that sustainability-motivated investors are less attentive than those motivated by returns, leading to potential misalignment with their preferences. This finding emphasizes the significance of banks taking (in)attentiveness into account when communicating with customers. Information is effective for return-focused investors, while nudges and boosts may better facilitate decisions for sustainability-focused investors.

本研究分析了可持续性偏好与投资行为之间的相互作用,特别是在共同基金投资的背景下。根据瑞典共同基金投资者代表性样本的调查数据,我们观察到,虽然大多数受访者表示愿意牺牲回报以获得更可持续的投资,但只有少数人声称积极投资于可持续基金。这突出了偏好和行为之间的差异,我们认为这可以通过金融决策过程中的注意力来理解。我们发现,可持续发展动机的投资者比回报动机的投资者更不关注,导致潜在的与他们的偏好不一致。这一发现强调了银行在与客户沟通时将注意力考虑在内的重要性。对于注重回报的投资者来说,信息是有效的,而对于注重可持续性的投资者来说,推动和推动可能会更好地促进决策。
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引用次数: 0
Powerful female CEOs and the capital structure of firms 强势女性ceo与公司资本结构
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-03 DOI: 10.1016/j.jbef.2023.100879
Xiaohong Huang , Rezaul Kabir , Maximiliaan Willem Pierre Thijssen

This study examines the impact of female CEOs and their power on corporate debt usage. Adopting the framework of Finkelstein (1992), we distinguish different power dimensions to analyze a sample of 418 CEOs of non-financial U.S. listed firms over the time period of 2007–2015. We find that the leverage of firms run by female CEOs is not different from that of firms run by male CEOs. However, when firms experience a transition of male-to-female CEOs, we find some evidence of an increase in debt. Further analysis shows that the gender effect is associated with the type of power CEOs possess. Female CEOs with structural power (reflected by low frequency of board meetings) and prestige power (reflected by education from an elite university) tend to use more debt than their powerful male peers. We recommend that the gender effect needs to be studied together with the power CEOs hold.

本研究考察了女性ceo及其权力对公司债务使用的影响。本文采用Finkelstein(1992)的框架,区分不同的权力维度,对2007-2015年美国非金融类上市公司418名ceo样本进行分析。我们发现,女性ceo管理的企业的杠杆率与男性ceo管理的企业的杠杆率并无差异。然而,当公司的ceo由男变为女时,我们发现了债务增加的一些证据。进一步分析表明,性别效应与ceo拥有的权力类型有关。拥有结构性权力(体现在董事会会议频率较低)和声望权力(体现在名牌大学的教育程度)的女性首席执行官往往比有权势的男性同行使用更多的债务。我们建议,性别效应需要与ceo所拥有的权力一起研究。
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引用次数: 0
Emotional spillovers in the cryptocurrency market 加密货币市场的情感溢出效应
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-12-01 DOI: 10.1016/j.jbef.2023.100878
Md Iftekhar Hasan Chowdhury , Mudassar Hasan , Elie Bouri , Yayan Tang

Using 10 significant cryptocurrencies, we construct emotional spillovers and provide inferences about the transmission of fear and greed shocks. The results show intense emotional bonding signifying a high level of cryptocurrency interdependence through the sentiment channel of crypto traders and investors. The amplitude of idiosyncratic (own) connectedness increases significantly for most cryptocurrencies in their greed phase, implying that positive investor sentiment is more substantial than negative sentiment in driving the trading of individual cryptocurrencies. Though market conditions and the pandemic alter the role of most cryptocurrencies, some cryptocurrencies display persistence. Ethereum cash and, to some extent, Ripple remain considerably isolated, whereas Ethereum and Dash remain highly interlocked with the rest of the cryptocurrencies. Dash is the leading net transmitter, whereas Ripple is the leading net receiver of fear and greed shocks.

利用 10 种重要的加密货币,我们构建了情绪溢出效应,并提供了有关恐惧和贪婪冲击传播的推论。结果显示,通过加密货币交易商和投资者的情绪渠道,强烈的情绪联结标志着加密货币的高度相互依赖。大多数加密货币在贪婪阶段的特异性(自身)联系振幅显著增加,这意味着投资者的积极情绪比消极情绪更能推动单个加密货币的交易。尽管市场条件和大流行病改变了大多数加密货币的角色,但一些加密货币却表现出了顽强的生命力。以太坊现金和瑞波币(在一定程度上)仍然相当孤立,而以太坊和 Dash 则与其他加密货币高度关联。Dash 是主要的恐惧和贪婪冲击净发送者,而 Ripple 则是主要的恐惧和贪婪冲击净接收者。
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引用次数: 0
Sensitivity of Chinese stock markets to individual investor sentiment: An analysis of Sina Weibo mood related to COVID-19 中国股市对个人投资者情绪的敏感性——对新浪微博与COVID-19相关情绪的分析
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-20 DOI: 10.1016/j.jbef.2023.100860
Jiaqi Li , Hee-Joon Ahn

This research explores the impact of individual investor sentiment derived from social networks on stock market returns. Using keyword-based techniques, we collect and analyze Sina Weibo posts related to COVID-19, extracting daily influential weighted sentiment indexes from a dataset of over 2.4 million posts in 2020. Empirical tests utilizing a sentiment-augmented three-factor model reveal that individual investor sentiment exerts an independent influence on Chinese financial markets, after controlling for market risk, size, and value effects. We further find that negative sentiment carries a stronger impact on stock returns, which is in line with the loss-averse behavior commonly observed among individual investors. We also find an asymmetric pattern in the sentiment-return relation across different industry types. While positive sentiment affects both types of industries that suffer or benefit from COVID-19, negative sentiment affects only the industries that suffer from the pandemic. Overall, our empirical results provide robust support for the significance of individual investor sentiment in explaining the behavior of the Chinese financial markets.

本研究探讨来自社交网络的个人投资者情绪对股市回报的影响。利用基于关键字的技术,我们收集并分析了与COVID-19相关的新浪微博帖子,从2020年超过240万条帖子的数据集中提取了每日影响力加权情绪指数。利用情绪增强三因素模型的实证检验表明,在控制了市场风险、规模和价值效应之后,个人投资者情绪对中国金融市场具有独立的影响。我们进一步发现,负面情绪对股票收益的影响更大,这与个人投资者普遍观察到的损失厌恶行为一致。我们还发现不同行业类型的情绪回报关系存在不对称模式。积极的情绪会影响受新冠疫情影响或受益的两类行业,但消极的情绪只会影响受疫情影响的行业。总体而言,我们的实证结果为个人投资者情绪在解释中国金融市场行为中的重要性提供了强有力的支持。
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引用次数: 0
CEO-director ties and board gender diversity: US evidence ceo -董事关系和董事会性别多样性:美国证据
IF 6.6 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-10 DOI: 10.1016/j.jbef.2023.100861
Hoa Luong , Mehdi Khedmati , Lan Anh Nguyen , Asror Nigmonov , Nafisa Zabeen Ovi , Syed Shams

The gender legislation enacted around the world has put enormous pressure on companies to increase the number of women on their boards. Employing US firm-specific data, we document a significant negative relationship between CEO-director ties and female representation on the board, suggesting that socially connected directors are detrimental to gender parity in senior management. We find that the situation improves in firms with female directors with valuable attributes while being moderated by CEO characteristics. Cross-sectional analyses reveal that the association is more pronounced during the low board gender diversity periods and for firms that are led by male CEOs or have weak monitoring mechanism. We rule out endogeneity concerns by performing a battery of analyses. The findings remain robust in a range of sensitivity tests. Our study offers practical implications for regulators and top management teams to improve board effectiveness, thus engendering lasting transformational change in the boardroom.

世界各地颁布的性别立法给企业带来了巨大的压力,要求它们增加董事会中女性的数量。利用美国公司特定的数据,我们证明了ceo -董事关系与董事会中女性代表之间存在显著的负相关关系,这表明有社会关系的董事不利于高级管理层的性别平等。我们发现,在拥有有价值属性的女性董事的公司,这种情况有所改善,但受到CEO特征的调节。横断面分析显示,在董事会性别多元化程度较低的时期,以及由男性首席执行官领导或监督机制薄弱的公司,这种关联更为明显。我们通过执行一系列分析排除了内生性问题。在一系列敏感性测试中,这些发现仍然是可靠的。我们的研究为监管者和高层管理团队提高董事会效率提供了实际意义,从而在董事会中产生持久的转型变革。
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引用次数: 0
期刊
Journal of Behavioral and Experimental Finance
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