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.
{"title":"Can financial education programs alleviate household vulnerability to poverty? Evidence from the JinHui financial education project in China","authors":"Ziying Yang, Man Guo, Tian Xiong, Manping Tang","doi":"10.1111/irfi.70007","DOIUrl":"https://doi.org/10.1111/irfi.70007","url":null,"abstract":"<p>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.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143431265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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.
{"title":"Do environmental, social, and governance disclosure assurance reduce the cost of equity capital? Evidence from Chinese listed financial institutions","authors":"Hao Huang, Li Tang, Ling Zhao","doi":"10.1111/irfi.70006","DOIUrl":"https://doi.org/10.1111/irfi.70006","url":null,"abstract":"<p>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.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143423724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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.
{"title":"Risk-averse or altruistic? Board chairs' early-life experience and debt maturity","authors":"Yong Chen, Yun-Ching Chang, Guan-Ying Huang","doi":"10.1111/irfi.70004","DOIUrl":"https://doi.org/10.1111/irfi.70004","url":null,"abstract":"<p>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.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Using a unique dataset tracking the career paths of inventors in U.S. public firms, we investigate how inventor-base concentration impacts corporate cash holdings. A concentrated inventor base enhances the efficiency of utilizing inventors' human capital, reducing the transaction motive to hold cash. Conversely, the potential loss due to key inventors' departure may increase the precautionary motive to hold cash. We find a negative impact of inventor-base concentration on cash holdings, supporting the notion of reducing the transaction motive. Firms with a more concentrated inventor base have lower demand for spending cash on labor costs and R&D. Additionally, the negative impact on cash holdings is more pronounced for firms facing financial constraints. Finally, the value of cash holdings is negatively related to the degree of inventor-base concentration. These results highlight the importance of understanding a firm's human capital strategies when evaluating its financing policy.
{"title":"Inventor-base concentration and corporate cash holdings","authors":"Jin Wang","doi":"10.1111/irfi.70005","DOIUrl":"https://doi.org/10.1111/irfi.70005","url":null,"abstract":"<p>Using a unique dataset tracking the career paths of inventors in U.S. public firms, we investigate how inventor-base concentration impacts corporate cash holdings. A concentrated inventor base enhances the efficiency of utilizing inventors' human capital, reducing the transaction motive to hold cash. Conversely, the potential loss due to key inventors' departure may increase the precautionary motive to hold cash. We find a negative impact of inventor-base concentration on cash holdings, supporting the notion of reducing the transaction motive. Firms with a more concentrated inventor base have lower demand for spending cash on labor costs and R&D. Additionally, the negative impact on cash holdings is more pronounced for firms facing financial constraints. Finally, the value of cash holdings is negatively related to the degree of inventor-base concentration. These results highlight the importance of understanding a firm's human capital strategies when evaluating its financing policy.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/irfi.70005","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143380781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We conduct a comprehensive analysis of eight machine learning models (partial least squares, scaled principal components, the least absolute shrinkage and selection operator, ridge regression, random forest, gradient boost decision trees, support vector machines, and neural networks) and the forecast combination method to forecast China's inflation. We use an extensive monthly dataset of 28 predictors with the data period covering January 2000 to December 2022. Our empirical outcomes show that these models beat the autoregressive benchmark regarding out-of-sample R squares. We evaluate the gradient boost decision tree (GBDT) and the forecast combination model as the most effective machine learning tools for forecasting China's inflation rate across various forecasting horizons and evaluation criteria. Moreover, our analysis of variable importance (Gu, Kelly, and Xiu 2020) demonstrates that the retail price index of food and the producer price index of total industry products are the two most dominant predictive signals. These outcomes reflect that structural components and cost-push factors primarily influence China's inflation rate. Our conclusions are robust across various settings.
本文综合分析了八种机器学习模型(偏最小二乘、缩放主成分、最小绝对收缩和选择算子、脊回归、随机森林、梯度增强决策树、支持向量机和神经网络)和预测组合方法对中国通货膨胀的预测。我们使用了一个包含28个预测指标的广泛月度数据集,数据期涵盖2000年1月至2022年12月。我们的实证结果表明,这些模型在样本外R平方方面优于自回归基准。我们评估了梯度提升决策树(GBDT)和预测组合模型作为预测中国通货膨胀率在各种预测范围和评估标准下最有效的机器学习工具。此外,我们对变量重要性的分析(Gu, Kelly, and Xiu 2020)表明,食品零售价格指数和工业总产品生产者价格指数是两个最主要的预测信号。这些结果反映了结构性因素和成本推动因素主要影响中国的通货膨胀率。我们的结论在各种情况下都是可靠的。
{"title":"Forecasting China's inflation rate: Evidence from machine learning methods","authors":"Xingfu Xu, Shufei Li, Wei-han Liu","doi":"10.1111/irfi.70000","DOIUrl":"https://doi.org/10.1111/irfi.70000","url":null,"abstract":"<p>We conduct a comprehensive analysis of eight machine learning models (partial least squares, scaled principal components, the least absolute shrinkage and selection operator, ridge regression, random forest, gradient boost decision trees, support vector machines, and neural networks) and the forecast combination method to forecast China's inflation. We use an extensive monthly dataset of 28 predictors with the data period covering January 2000 to December 2022. Our empirical outcomes show that these models beat the autoregressive benchmark regarding out-of-sample R squares. We evaluate the gradient boost decision tree (GBDT) and the forecast combination model as the most effective machine learning tools for forecasting China's inflation rate across various forecasting horizons and evaluation criteria. Moreover, our analysis of variable importance (Gu, Kelly, and Xiu 2020) demonstrates that the retail price index of food and the producer price index of total industry products are the two most dominant predictive signals. These outcomes reflect that structural components and cost-push factors primarily influence China's inflation rate. Our conclusions are robust across various settings.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143380216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We analyze the relation between initial public offering (IPO) over-issuance and a firm's subsequent acquisition decisions. We find that newly listed firms are more likely to engage in merge & acquisitions (M&As) and initiate more and larger-sized M&As after raising more excess cash in their IPO. Additionally, this IPO over-issuance is negatively associated with the newly listed firm's post-acquisition stock performance. Moreover, Type I (principal-agent) and Type II (principal-principal) agency problems explain those relations. The negative relation between IPO over-issuance and stock performance is exacerbated for companies that have made large and industry-diversifying M&As. Further analyses reveal that acquirers who raised more excess cash in their IPO prefer to pay for their M&As entirely in cash.
{"title":"Initial public offering over-issuance and a firm's acquisition behavior: Evidence from China","authors":"Nancy Huyghebaert, Ting Liu, Lihong Wang","doi":"10.1111/irfi.70001","DOIUrl":"https://doi.org/10.1111/irfi.70001","url":null,"abstract":"<p>We analyze the relation between initial public offering (IPO) over-issuance and a firm's subsequent acquisition decisions. We find that newly listed firms are more likely to engage in merge & acquisitions (M&As) and initiate more and larger-sized M&As after raising more excess cash in their IPO. Additionally, this IPO over-issuance is negatively associated with the newly listed firm's post-acquisition stock performance. Moreover, Type I (principal-agent) and Type II (principal-principal) agency problems explain those relations. The negative relation between IPO over-issuance and stock performance is exacerbated for companies that have made large and industry-diversifying M&As. Further analyses reveal that acquirers who raised more excess cash in their IPO prefer to pay for their M&As entirely in cash.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We detect jumps with the cubic variation and derive its exact distribution under a generic pure-diffusion model with deterministic time-varying volatility. Our method performs well for not only high- but also low-frequency returns. We use the jump testing method to construct monthly and daily jump indicators from the daily and intraday S&P 500 index returns, and find that they can be significantly and robustly predicted by VIX. Other option-implied and historical moments are either subsumed by VIX or are conditionally useful. Our results support the superior informational role played by the risk-neutral volatility in predicting future price jump events.
{"title":"Testing and forecasting price jumps with return moments","authors":"Fang Zhen, Xinfeng Ruan, Jin E. Zhang","doi":"10.1111/irfi.70002","DOIUrl":"https://doi.org/10.1111/irfi.70002","url":null,"abstract":"<p>We detect jumps with the cubic variation and derive its exact distribution under a generic pure-diffusion model with deterministic time-varying volatility. Our method performs well for not only high- but also low-frequency returns. We use the jump testing method to construct monthly and daily jump indicators from the daily and intraday S&P 500 index returns, and find that they can be significantly and robustly predicted by VIX. Other option-implied and historical moments are either subsumed by VIX or are conditionally useful. Our results support the superior informational role played by the risk-neutral volatility in predicting future price jump events.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We examine the effect of public trust on personal loan grants and the default risk of Chinese regional commercial banks during the bank branch regulation regime changes. Using exogenous shocks of bank branch regulation regimes in quasi-natural experiments, we find that public trust exhibits a more pronounced increase in personal loan grants for regional banks. Additionally, we report a negative relationship between public trust and default risk. Finally, we observe that city commercial banks that open branches in high public trust provinces during the deregulation period lead to an increase (decrease) in personal loan grants and (default risk).
{"title":"Public trust and bank branching regulation on personal loan grants and default risk: Evidence from regional commercial banks in China","authors":"Mohan Fonseka, Grant Richardson","doi":"10.1111/irfi.70003","DOIUrl":"https://doi.org/10.1111/irfi.70003","url":null,"abstract":"<p>We examine the effect of public trust on personal loan grants and the default risk of Chinese regional commercial banks during the bank branch regulation regime changes. Using exogenous shocks of bank branch regulation regimes in quasi-natural experiments, we find that public trust exhibits a more pronounced increase in personal loan grants for regional banks. Additionally, we report a negative relationship between public trust and default risk. Finally, we observe that city commercial banks that open branches in high public trust provinces during the deregulation period lead to an increase (decrease) in personal loan grants and (default risk).</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study examines how institutional investors influence workplace safety. Using data from the Occupational Safety and Health Administration, we find that firms with higher institutional ownership have significantly lower injury and illness rates, especially those with dedicated investors who are geographically proximate to their establishments and high union coverage levels. Our analysis indicates that such firms adopt employee-friendly corporate cultures and invest in organizational capital and workplace safety. Overall, this study offers novel and robust evidence of the monitoring role of institutional investors in shaping workplace safety outcomes.
{"title":"Institutional investors and workplace safety","authors":"Chune Young Chung, Wonseok Choi, Huy Pham","doi":"10.1111/irfi.12480","DOIUrl":"https://doi.org/10.1111/irfi.12480","url":null,"abstract":"<p>This study examines how institutional investors influence workplace safety. Using data from the Occupational Safety and Health Administration, we find that firms with higher institutional ownership have significantly lower injury and illness rates, especially those with dedicated investors who are geographically proximate to their establishments and high union coverage levels. Our analysis indicates that such firms adopt employee-friendly corporate cultures and invest in organizational capital and workplace safety. Overall, this study offers novel and robust evidence of the monitoring role of institutional investors in shaping workplace safety outcomes.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143119502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper discusses the impact of regret aversion on Chinese stock market returns from the asset pricing perspective. From the intertemporal investment and consumption analytical framework, a representative investor determines the optimal wealth allocation by perceiving the stock's “expected rate of return” and “regret effect” to maximize utility. The simulation results show that the expected returns present a downward convex shape with the change in regret aversion. Using China's A-share market data, the empirical tests confirm the mechanism and different bull and bear market signals. Our findings reveal regret aversion in the A-share market, and “market return” is an essential measuring indicator, which improves the consumption-based Capital Asset Pricing Model (CCAPM) empirical results by more minor pricing errors and equity premiums. Comparatively, the variations in cross-sectional stock returns during bull markets illustrate the herd behavior prevalent in the Chinese market, and the cross-sectional data observed in bear markets demonstrate a superior fitting effect.
{"title":"Regret aversion and asset pricing anomalies in the Chinese stock market","authors":"Yajie Wang, Jiayu Yang","doi":"10.1111/irfi.12478","DOIUrl":"https://doi.org/10.1111/irfi.12478","url":null,"abstract":"<p>This paper discusses the impact of regret aversion on Chinese stock market returns from the asset pricing perspective. From the intertemporal investment and consumption analytical framework, a representative investor determines the optimal wealth allocation by perceiving the stock's “expected rate of return” and “regret effect” to maximize utility. The simulation results show that the expected returns present a downward convex shape with the change in regret aversion. Using China's A-share market data, the empirical tests confirm the mechanism and different bull and bear market signals. Our findings reveal regret aversion in the A-share market, and “market return” is an essential measuring indicator, which improves the consumption-based Capital Asset Pricing Model (CCAPM) empirical results by more minor pricing errors and equity premiums. Comparatively, the variations in cross-sectional stock returns during bull markets illustrate the herd behavior prevalent in the Chinese market, and the cross-sectional data observed in bear markets demonstrate a superior fitting effect.</p>","PeriodicalId":46664,"journal":{"name":"International Review of Finance","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143119092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}