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Improving momentum returns using generalized linear models 利用广义线性模型改进动量回报
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-04-11 DOI: 10.1111/irfi.70014
Hui Zeng, Ben R. Marshall, Nhut H. Nguyen, Nuttawat Visaltanachoti

We estimate the enduring momentum probabilities of past winners and losers continuing as future winners and losers by incorporating a comprehensive set of firm characteristics. Our results reveal that combining the price momentum signals and enduring momentum probabilities generates returns double those of the traditional price momentum strategy. Furthermore, the robust performance of the enduring momentum strategy cannot be fully attributed to factors such as seasonality, limits to arbitrage, and transaction costs.

我们通过整合一套全面的公司特征来估计过去的赢家和输家继续成为未来赢家和输家的持久动量概率。我们的研究结果表明,结合价格动量信号和持续动量概率可以产生双倍于传统价格动量策略的收益。此外,持久动力策略的强劲表现不能完全归因于季节性、套利限制和交易成本等因素。
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引用次数: 0
Agency conflicts and investment with carbon emission reduction 机构冲突与碳减排投资
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-04-10 DOI: 10.1111/irfi.70015
Ting Lu, Pengfei Luo, Wentao Guo

We develop a dynamic investment model that incorporates agency conflicts, considering the impact of rare disaster and carbon emission reduction. This model elucidates the effects of carbon emission reduction on capital investment, asset pricing, and welfare. Our findings indicate that optimal carbon emission reduction level increases with disaster risk, volatility, and risk aversion. Furthermore, in comparison to the inaction scenario, carbon emission reduction leads to underinvestment, enhances Tobin's q$$ q $$, increases risk-free rate, and decreases risk premium. This introduces a non-monotonic relationship among capital investment, risk-free rate, risk premium with disaster risk. Lastly, carbon emission reduction mitigates the cost for the outside shareholder to address agency conflicts.

考虑罕见灾害和碳减排的影响,建立了一个包含代理冲突的动态投资模型。该模型阐明了碳减排对资本投资、资产定价和福利的影响。研究结果表明,最优碳减排水平随灾害风险、波动性和风险厌恶程度的增加而增加。与不作为情景相比,碳减排导致投资不足,提高了托宾q $$ q $$,提高了无风险率,降低了风险溢价。引入了资本投入、无风险率、风险溢价与灾害风险之间的非单调关系。最后,碳减排降低了外部股东解决代理冲突的成本。
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引用次数: 0
The efficiency of corporate R&D investments: Information-sharing and government subsidies 企业研发投资效率:信息共享与政府补贴
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-03-19 DOI: 10.1111/irfi.70011
Zhaohua Li, Takeshi Yamada

We compare the impact of broad-based equity incentives and government R&D subsidies on the efficiency of corporate innovation. Chinese corporations that offer broad-based incentives for employees and managers demonstrate greater R&D investment efficiency, as evidenced by a higher ratio of innovation outputs to cost allocation. Conversely, firms receiving government R&D subsidies demonstrate lower efficiency. Accounting for endogenous treatments in a multi-treatment framework, we suggest an information-sharing environment is critical for efficient capital allocation. Government agencies will likely provide subsidies based on information different from what firm headquarters might have, while broad-based incentive programs encourage employee coordination, enhancing efficiency and project quality. To signal project quality, firms with broad-based incentives capitalize a higher proportion of R&D costs than subsidized firms. We also find that combining broad-based incentives and subsidies might not create synergies.

我们比较了基础广泛的股权激励和政府研发补贴对企业创新效率的影响。为员工和管理者提供广泛激励的中国企业表现出更高的研发投资效率,创新产出占成本分配的比例更高。相反,接受政府研发补贴的企业表现出较低的效率。考虑到多治疗框架中的内生治疗,我们建议信息共享环境对于有效的资本配置至关重要。政府机构可能会根据不同于公司总部的信息提供补贴,而广泛的激励计划则鼓励员工协调,提高效率和项目质量。为了表明项目质量,有广泛激励的公司比有补贴的公司将更高比例的研发成本资本化。我们还发现,将广泛的激励和补贴结合起来可能不会产生协同效应。
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引用次数: 0
A direct measure of investor sentiment 直接衡量投资者情绪的指标
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-03-14 DOI: 10.1111/irfi.70012
Haiyuan Yin, Sophie X. Kong, Wenjuan Kou

A new measure of investor sentiment is introduced and tested in this study. Different from using search volume of certain macroeconomic terms to capture investor attention/sentiment, this new measure is crafted from analyzing and classifying the sentiment contents of textual comments of retail investors active in a major Chinese stock forum. Different from the traditional sentiment studies linking market-level sentiment to market-wide reactions, this uncomplicated measure is constructed for individual stocks and subsequently, reactions of the same stocks are tracked and examined, offering a more direct and precise correlation test. In our validation tests, we show a significantly positive correlation between investor sentiment and three stock market parameters that is, stock return, price volatility, and information efficiency. Specifically, a positive sentiment is associated with higher stock returns and a higher degree of information efficiency as well as higher price volatility. These associations seem to attenuate with improvement in the information environment, such as better investor protection.

本文引入了一种新的投资者情绪度量方法,并对其进行了检验。与使用某些宏观经济术语的搜索量来捕捉投资者的关注/情绪不同,这一新措施是通过分析和分类活跃在中国主要股票论坛上的散户投资者的文本评论的情绪内容来制定的。与传统的将市场层面情绪与市场整体反应联系起来的情绪研究不同,这种简单的测量方法是为个股构建的,随后,对同一只股票的反应进行跟踪和检查,提供了更直接和精确的相关性检验。在我们的验证测试中,我们显示投资者情绪与三个股票市场参数(股票回报、价格波动和信息效率)之间存在显著的正相关关系。具体来说,积极的情绪与更高的股票回报、更高程度的信息效率以及更高的价格波动有关。这些联系似乎随着信息环境的改善而减弱,例如更好的投资者保护。
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引用次数: 0
Bond defaults in China: Using machine learning to make predictions 中国债券违约:利用机器学习进行预测
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-03-08 DOI: 10.1111/irfi.70010
Bei Cui, Li Ge, Priscila Grecov

This paper proposes a superior default-prediction model using machine-learning techniques. Traditional risk-assessment tools have fallen short, especially for foreign investors who face significant transparency issues. Using detailed financial data on Chinese bond issuers, our model provides much broader coverage than international credit-rating agencies offer. We achieve better than 90% accuracy in predicting credit-bond defaults, significantly outperforming Altman's Z-scores. This study not only advances predictive analytics in financial risk management but also serves as an early warning device and reliable default-risk detector for investors aiming to navigate the complexities of the Chinese bond market.

本文提出了一种使用机器学习技术的高级默认预测模型。传统的风险评估工具已达不到预期,尤其是对面临重大透明度问题的外国投资者而言。通过使用中国债券发行人的详细财务数据,我们的模型提供了比国际信用评级机构更广泛的覆盖范围。我们预测信用债券违约的准确率超过90%,显著优于Altman的z分数。本研究不仅推动了金融风险管理的预测分析,而且为投资者在中国债券市场的复杂性中导航提供了早期预警装置和可靠的违约风险检测器。
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引用次数: 0
Local bias under natural disasters 自然灾害下的地方偏见
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-02-24 DOI: 10.1111/irfi.70009
Haiqiang Chen, Yining Chen, Dongxu Li

Exploiting account-level daily stock holding records of over 24,000 retail investors, we show that local investors increase holdings of local stocks more than the nonlocals' in the case of natural disasters. Additional tests suggest that the effect is likely driven by the local investors' information advantage about the intrinsic value of local stocks, navigating them to the underpriced ones and thus achieving superior stock returns. Our study reveals the economic reasoning underlying local biases particularly under natural disasters.

利用超过24,000名散户投资者的账户级每日股票持有记录,我们发现,在自然灾害的情况下,本地投资者比非本地投资者增持本地股票。额外的测试表明,这种效应可能是由本地投资者对本地股票内在价值的信息优势驱动的,引导他们购买价格被低估的股票,从而获得更高的股票回报。我们的研究揭示了当地偏见背后的经济原因,尤其是在自然灾害下。
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引用次数: 0
The informational role of cross-border trading: Evidence from the intraday price discovery in China 跨境交易的信息作用:来自中国盘中价格发现的证据
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-02-19 DOI: 10.1111/irfi.70008
Kalok Chan, Yuan Lu

We examine intraday information flows between shares cross-listed in Hong Kong and Shanghai. The relative trading volume in Hong Kong (Shanghai) is positively related to the relative contribution to price discovery, based on Hasbrouck (1995) Information Share. Northbound trading by Hong Kong investors has a greater contribution to price discovery than southbound trading by Mainland Chinese investors. We construct a few measures of intraday market qualities: (1) probability of informed trading; (2) intraday effective spread; (3) pricing error; and (4) intraday volatility ratio. Evidence indicates that northbound trading and institutional southbound trading, but not retail southbound trading, are informed and improve pricing efficiency.

我们研究了在香港和上海交叉上市的股票之间的日内信息流。根据Hasbrouck(1995)的信息共享,香港(上海)的相对交易量与价格发现的相对贡献正相关。香港投资者的北上交易对价格发现的贡献大于内地投资者的南下交易。我们构建了一些日内市场质量的度量方法:(1)知情交易的概率;(2)日内有效价差;(3)定价错误;(4)日内波动率。有证据表明,北向交易和机构南向交易,而不是散户南向交易,是知情的,并提高了定价效率。
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引用次数: 0
Can financial education programs alleviate household vulnerability to poverty? Evidence from the JinHui financial education project in China 金融教育项目能减轻家庭对贫困的脆弱性吗?以中国金辉金融教育项目为例
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-02-17 DOI: 10.1111/irfi.70007
Ziying Yang, Man Guo, Tian Xiong, Manping Tang

This paper investigates whether the JinHui financial education project (i.e., a large-scale financial education program in China) reduces household vulnerability to poverty. Using data from the China Family Panel Studies and the JinHui Financial Education project data from the China Foundation for Development of Financial Education, we find that the JinHui project significantly reduces household vulnerability to poverty. Our economic channel analyses find that the JinHui project alleviates household vulnerability to poverty through improving household risk management ability. Interestingly, our mechanism analyses find no evidence that increasing household income is a mechanism through which the JinHui project reduces household vulnerability to poverty.

本文考察了金辉金融教育项目(即中国的大型金融教育项目)是否降低了家庭的贫困脆弱性。利用中国家庭面板研究数据和中国金融教育发展基金会金辉金融教育项目数据,我们发现金辉项目显著降低了家庭的贫困脆弱性。我们的经济渠道分析发现,金汇项目通过提高家庭风险管理能力,减轻了家庭的贫困脆弱性。有趣的是,我们的机制分析发现,没有证据表明增加家庭收入是金汇项目降低家庭贫困脆弱性的机制。
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引用次数: 0
Do environmental, social, and governance disclosure assurance reduce the cost of equity capital? Evidence from Chinese listed financial institutions 环境、社会和治理披露保证是否降低了权益资本成本?来自中国上市金融机构的证据
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-02-16 DOI: 10.1111/irfi.70006
Hao Huang, Li Tang, Ling Zhao

This study examines the benefits of environmental, social, and governance (ESG) disclosure assurance (EDA) in reducing a firm's cost of equity capital. Using data on Chinese listed financial institutions from 2006 to 2022, we find a significant and negative relationship between EDA and the cost of equity capital. When an EDA is provided by an accounting firm, as well as when the auditor is a shared resource for the annual report, the cost of equity decreases significantly. Further analysis shows that the effect of EDA on the cost of equity is more pronounced for institutions with lower information transparency and higher operational risk. Additionally, the impact of EDA is amplified when these institutions choose to disclose their ESG information separately rather than integrating it within their financial reporting, when disclosures align with the Global Reporting Initiative standards, and when the content of the disclosures is more comprehensive and detailed.

本研究考察了环境、社会和治理(ESG)披露保证(EDA)在降低公司权益资本成本方面的好处。利用2006 - 2022年中国上市金融机构的数据,我们发现EDA与权益资本成本之间存在显著的负相关关系。如果EDA是由会计师事务所提供的,以及当审计师是年度报告的共享资源时,权益成本会显著降低。进一步分析表明,EDA对股权成本的影响对于信息透明度较低、经营风险较高的机构更为明显。此外,如果这些机构选择单独披露其ESG信息,而不是将其整合到财务报告中,如果披露符合全球报告倡议组织的标准,并且披露的内容更加全面和详细,EDA的影响就会被放大。
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引用次数: 0
Risk-averse or altruistic? Board chairs' early-life experience and debt maturity 规避风险还是利他主义?董事会主席的早年经历和债务期限
IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2025-02-13 DOI: 10.1111/irfi.70004
Yong Chen, Yun-Ching Chang, Guan-Ying Huang

This study investigates the relationship between board chairs' early-life experiences during the Great Chinese Famine and the debt maturity choices of Chinese listed firms from 2000 to 2017. The findings reveal that board chairs with famine experience demonstrate a stronger preference for long-term debt usage. Moreover, these board chairs underestimate future corporate earnings, are less prone to overinvestment, adopt more hedging strategies, and ensure higher-quality accounting information. The results are particularly pronounced in firms with lower asset redeployability, higher financial distress risk, the absence of political affiliations, non-state ownership, lower market competition, and heightened economic policy uncertainty. These findings suggest that the observed behavior stems from a risk-averse orientation rather than altruistic motivations among board chairs with famine experience.

本研究考察了2000 - 2017年中国上市公司董事长早年经历与债务期限选择之间的关系。研究结果显示,有过饥荒经历的董事会主席更倾向于使用长期债务。此外,这些董事会主席低估了公司未来的收益,不太容易过度投资,采用更多的对冲策略,并确保更高质量的会计信息。在资产再配置能力较低、财务困境风险较高、缺乏政治关系、非国有、市场竞争程度较低、经济政策不确定性较高的公司中,这一结果尤为明显。这些发现表明,在经历过饥荒的董事会主席中,观察到的行为源于风险厌恶取向,而不是利他动机。
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引用次数: 0
期刊
International Review of Finance
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