Pub Date : 2024-08-26DOI: 10.1016/j.najef.2024.102280
Mei-Chih Wang , Hao-Wen Chang , Tsangyao Chang
This study examines the impact of confirmed COVID-19 cases on Taiwan’s stock market returns from January 30, 2020, to April 14, 2023, incorporating factors including interest rates, crude oil prices, and exchange rates. Results show significant short and medium-term cross-quantile dependence between COVID-19 cases and stock returns, weakening the relationship over extended lag periods. The findings highlight the Taiwanese stock market’s sensitivity to daily case increases, with varying correlations over time, especially in lower and medium quantiles, indicating changing dependency structures.
{"title":"Impact of COVID-19 on Taiwanese stock market","authors":"Mei-Chih Wang , Hao-Wen Chang , Tsangyao Chang","doi":"10.1016/j.najef.2024.102280","DOIUrl":"10.1016/j.najef.2024.102280","url":null,"abstract":"<div><p>This study examines the impact of confirmed COVID-19 cases on Taiwan’s stock market returns from January 30, 2020, to April 14, 2023, incorporating factors including interest rates, crude oil prices, and exchange rates. Results show significant short and medium-term cross-quantile dependence between COVID-19 cases and stock returns, weakening the relationship over extended lag periods. The findings highlight the Taiwanese stock market’s sensitivity to daily case increases, with varying correlations over time, especially in lower and medium quantiles, indicating changing dependency structures.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102280"},"PeriodicalIF":3.8,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142088793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-26DOI: 10.1016/j.najef.2024.102279
Afees A. Salisu , Kazeem Isah , Xuan Vinh Vo
In this study, we investigate the relationship between economic policy uncertainty [EPU] and the economic conditions of the 50 US states, as well as the role of interest rates. We use a semi-parametric smooth varying coefficient model (SVCM) to examine how interest rate affects the nexus of EPU-economic conditions. Our findings suggest a negative relationship between EPU and economic conditions and that when the interest rate is around 3 %, the negative impact of EPU on economic conditions decreases in more than 60 % of US states. Furthermore, we find that the rate of change in the interest rate between 2 % and 3 % helps mitigate the negative effects of EPU and improves economic conditions in several states. Our results remain consistent across different interest rate periods, regardless of whether the uncertainty is of internal or external origin.
{"title":"The “effect modifier” of US interest rate in the economic policy uncertainties and economic conditions of fifty (50) US states: A semi-parametric smooth varying-coefficient approach","authors":"Afees A. Salisu , Kazeem Isah , Xuan Vinh Vo","doi":"10.1016/j.najef.2024.102279","DOIUrl":"10.1016/j.najef.2024.102279","url":null,"abstract":"<div><p>In this study, we investigate the relationship between economic policy uncertainty [EPU] and the economic conditions of the 50 US states, as well as the role of interest rates. We use a semi-parametric smooth varying coefficient model (SVCM) to examine how interest rate affects the nexus of EPU-economic conditions. Our findings suggest a negative relationship between EPU and economic conditions and that when the interest rate is around 3 %, the negative impact of EPU on economic conditions decreases in more than 60 % of US states. Furthermore, we find that the rate of change in the interest rate between 2 % and 3 % helps mitigate the negative effects of EPU and improves economic conditions in several states. Our results remain consistent across different interest rate periods, regardless of whether the uncertainty is of internal or external origin.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102279"},"PeriodicalIF":3.8,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142084197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.1016/j.najef.2024.102274
Chaeho Chase Lee , Erdal Atukeren , Hohyun Kim
This study examines the relationship between organizational capital (OC) and stock performance during the two recent crisis periods, namely the GFC and COVID-19. Economic crises highlight the sustainable competitiveness of firms, providing an opportunity to identify the role of OC. OC is intangible capital that encompasses intrinsic business processes and expertise, facilitating more efficient resource utilization than competitors. Results show that a greater OC is significantly associated with higher stock returns during both crisis periods. The association is robust to the models with firm-fixed effects and instrumental variables. In addition, we find evidence that generalist CEOs strengthen this relationship while specialist CEOs do not. This study emphasizes the pivotal role of OC as a protective buffer against external shocks, particularly during periods when the market pays more attention to corporate sustainability.
{"title":"Organizational capital and stock performance during Crises: Moderating role of generalist CEO","authors":"Chaeho Chase Lee , Erdal Atukeren , Hohyun Kim","doi":"10.1016/j.najef.2024.102274","DOIUrl":"10.1016/j.najef.2024.102274","url":null,"abstract":"<div><p>This study examines the relationship between organizational capital (OC) and stock performance during the two recent crisis periods, namely the GFC and COVID-19. Economic crises highlight the sustainable competitiveness of firms, providing an opportunity to identify the role of OC. OC is intangible capital that encompasses intrinsic business processes and expertise, facilitating more efficient resource utilization than competitors. Results show that a greater OC is significantly associated with higher stock returns during both crisis periods. The association is robust to the models with firm-fixed effects and instrumental variables. In addition, we find evidence that generalist CEOs strengthen this relationship while specialist CEOs do not. This study emphasizes the pivotal role of OC as a protective buffer against external shocks, particularly during periods when the market pays more attention to corporate sustainability.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102274"},"PeriodicalIF":3.8,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142084198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.1016/j.najef.2024.102278
Yicheng Sun , Qizhi Tao , Du Wang , Wan Zhang
This study investigates whether and how firms’ engagement in ESG decoupling leads to changes in R&D investment. Using a sample of U.S. listed firms from 2012 to 2023, we discover a consistent negative effect of ESG decoupling on R&D investment, indicating opposite effects from ESG brown-washing versus green-washing. Brown-washing firms exhibit a significant increase in R&D investment. Cross-sectional tests support the strategic incentive that a more pronounced positive effect observed in smaller firms, firms facing greater financial constraints and market competition, and among high-tech firms. In contrast, we find that green-washing firms experience a significant decrease in R&D investment. The decrease in R&D investment among green-washing firms is mitigated by more stringent corporate governance enforced by institutional investors, but is further amplified among firms facing greater market competition and high-tech firms, suggesting that green-washing firms with decreased R&D investment are subject to managerial opportunism. Our findings remain robust to different subsets of benchmarking normal firms and alternative measurement. In addition, we find that the capital market responds positively to ESG green-washing and negatively towards brown-washing, which implies a favorable attitude toward floated ESG disclosure from the investors. Overall, our study unveils the important role of ESG decoupling in reshaping corporate investment decision and contribute to the growing literature on ESG decoupling.
{"title":"Corporate ESG decoupling and R&D investment","authors":"Yicheng Sun , Qizhi Tao , Du Wang , Wan Zhang","doi":"10.1016/j.najef.2024.102278","DOIUrl":"10.1016/j.najef.2024.102278","url":null,"abstract":"<div><p>This study investigates whether and how firms’ engagement in ESG decoupling leads to changes in R&D investment. Using a sample of U.S. listed firms from 2012 to 2023, we discover a consistent negative effect of ESG decoupling on R&D investment, indicating opposite effects from ESG brown-washing versus green-washing. Brown-washing firms exhibit a significant increase in R&D investment. Cross-sectional tests support the strategic incentive that a more pronounced positive effect observed in smaller firms, firms facing greater financial constraints and market competition, and among high-tech firms. In contrast, we find that green-washing firms experience a significant decrease in R&D investment. The decrease in R&D investment among green-washing firms is mitigated by more stringent corporate governance enforced by institutional investors, but is further amplified among firms facing greater market competition and high-tech firms, suggesting that green-washing firms with decreased R&D investment are subject to managerial opportunism. Our findings remain robust to different subsets of benchmarking normal firms and alternative measurement. In addition, we find that the capital market responds positively to ESG green-washing and negatively towards brown-washing, which implies a favorable attitude toward floated ESG disclosure from the investors. Overall, our study unveils the important role of ESG decoupling in reshaping corporate investment decision and contribute to the growing literature on ESG decoupling.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102278"},"PeriodicalIF":3.8,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142084196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.1016/j.najef.2024.102276
Zhongyi Xiao , Zhongwei Xia , Haitao Chen , Yu Gu
This paper examines the role of Confucian culture characterized by traditional virtues such as benevolence, righteousness, propriety, wisdom, and trust in audit firms and corporate ESG disclosure. Using data from Chinese A-share listed companies from 2008 to 2021, we found that Confucian culture in audit firms significantly promotes the level of corporate ESG disclosure. We also tested the moderating effect of regional culture and corporate culture, and found that in regions with stronger merchant guild culture and higher levels of social trust, as well as in companies with a stronger culture of integrity and cooperation, the promotion effect of Confucian culture in audit firms on corporate ESG disclosure is more pronounced. Furthermore, we discovered that the closer the geographical distance between audit firms and client companies, the greater the positive impact of Confucian culture in audit firms on corporate ESG disclosure. Overall, this study reveals the modern value of Confucian traditional culture for the improvement of enterprises’ environmental friendly behaviors from the perspective of external audit, and highlighted the relevance of informal institutions in corporate governance.
本文研究了以仁、义、礼、智、信等传统美德为特征的儒家文化在审计事务所和企业环境、社会和治理信息披露中的作用。利用 2008 年至 2021 年中国 A 股上市公司的数据,我们发现审计师事务所中的儒家文化对企业环境、社会和公司治理信息披露水平有显著促进作用。我们还检验了地区文化和企业文化的调节作用,发现在商帮文化较强、社会信任度较高的地区,以及诚信合作文化较强的企业,审计师事务所的儒家文化对企业ESG信息披露的促进作用更为明显。此外,我们还发现,审计事务所与客户公司之间的地理距离越近,审计事务所儒家文化对企业环境、社会和公司治理信息披露的积极影响就越大。总之,本研究从外部审计的角度揭示了儒家传统文化对于改善企业环境友好行为的现代价值,并强调了非正式制度在公司治理中的相关性。
{"title":"Does the Confucianism in audit firms enhance the corporate ESG Disclosure?","authors":"Zhongyi Xiao , Zhongwei Xia , Haitao Chen , Yu Gu","doi":"10.1016/j.najef.2024.102276","DOIUrl":"10.1016/j.najef.2024.102276","url":null,"abstract":"<div><p>This paper examines the role of Confucian culture characterized by traditional virtues such as benevolence, righteousness, propriety, wisdom, and trust in audit firms and corporate ESG disclosure. Using data from Chinese A-share listed companies from 2008 to 2021, we found that Confucian culture in audit firms significantly promotes the level of corporate ESG disclosure. We also tested the moderating effect of regional culture and corporate culture, and found that in regions with stronger merchant guild culture and higher levels of social trust, as well as in companies with a stronger culture of integrity and cooperation, the promotion effect of Confucian culture in audit firms on corporate ESG disclosure is more pronounced. Furthermore, we discovered that the closer the geographical distance between audit firms and client companies, the greater the positive impact of Confucian culture in audit firms on corporate ESG disclosure. Overall, this study reveals the modern value of Confucian traditional culture for the improvement of enterprises’ environmental friendly behaviors from the perspective of external audit, and highlighted the relevance of informal institutions in corporate governance.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102276"},"PeriodicalIF":3.8,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142088791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.1016/j.najef.2024.102277
Zhixiang Xu , Dehong Liu , Yushu Li , Fanyu Guo
This study investigates whether Environmental, Social, and Governance (ESG) performance influences stock idiosyncratic and extreme risks. We find that listed companies’ ESG performance significantly reduces stock idiosyncratic and extreme risks. Furthermore, we find that this mitigating effect is shaped by the nature of enterprise ownership and the firm life cycle. Through an additional mechanistic analysis, we confirm that ESG performance affects the stock price volatility risk of listed companies by reducing the levels of corporate earnings management and bolstering corporate reputation, thereby alleviating both idiosyncratic and extreme risk in stock prices.
{"title":"ESG and Stock Price Volatility Risk: Evidence from Chinese A-share Market","authors":"Zhixiang Xu , Dehong Liu , Yushu Li , Fanyu Guo","doi":"10.1016/j.najef.2024.102277","DOIUrl":"10.1016/j.najef.2024.102277","url":null,"abstract":"<div><p>This study investigates whether Environmental, Social, and Governance (ESG) performance influences stock idiosyncratic and extreme risks. We find that listed companies’ ESG performance significantly reduces stock idiosyncratic and extreme risks. Furthermore, we find that this mitigating effect is shaped by the nature of enterprise ownership and the firm life cycle. Through an additional mechanistic analysis, we confirm that ESG performance affects the stock price volatility risk of listed companies by reducing the levels of corporate earnings management and bolstering corporate reputation, thereby alleviating both idiosyncratic and extreme risk in stock prices.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102277"},"PeriodicalIF":3.8,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142098949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-18DOI: 10.1016/j.najef.2024.102256
Yong Ma, Shuaibing Li, Mingtao Zhou
This study integrates Twitter-based market uncertainty (TMU) into the predictive framework of daily volatility in twenty international equity markets. The study reveals that TMU has a strong predictive ability for stock volatility from both in- and out-of-sample perspectives. Interestingly, despite Twitter being inaccessible in China, the interconnectedness of global financial markets allows it to indirectly impact China’s stock market volatility. The research also highlights that TMU plays a particularly significant role in forecasting stock market volatility during turbulent periods, such as the COVID-19 epidemic. Furthermore, integrating TMU into the volatility prediction framework leads to an improvement in economic value. These findings are essential for policymakers to develop effective market-stabilizing policies and for investors to enhance the management of their investment portfolios.
{"title":"Twitter-based market uncertainty and global stock volatility predictability","authors":"Yong Ma, Shuaibing Li, Mingtao Zhou","doi":"10.1016/j.najef.2024.102256","DOIUrl":"10.1016/j.najef.2024.102256","url":null,"abstract":"<div><p>This study integrates Twitter-based market uncertainty (TMU) into the predictive framework of daily volatility in twenty international equity markets. The study reveals that TMU has a strong predictive ability for stock volatility from both in- and out-of-sample perspectives. Interestingly, despite Twitter being inaccessible in China, the interconnectedness of global financial markets allows it to indirectly impact China’s stock market volatility. The research also highlights that TMU plays a particularly significant role in forecasting stock market volatility during turbulent periods, such as the COVID-19 epidemic. Furthermore, integrating TMU into the volatility prediction framework leads to an improvement in economic value. These findings are essential for policymakers to develop effective market-stabilizing policies and for investors to enhance the management of their investment portfolios.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102256"},"PeriodicalIF":3.8,"publicationDate":"2024-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-17DOI: 10.1016/j.najef.2024.102263
Yinghua Ren , Nairong Wang , Huiming Zhu
This study investigates the dynamic risk nexus among climate risks, oil shocks and China’s energy futures market from a time–frequency-quantile perspective. We first explore the dynamic connectedness of “climate risks – oil shocks – energy futures” and examine the risk transmission channels through mediation effects model. The Quantile-on-Quantile regression is used to study the time–frequency impact of climate risks and oil shocks on energy futures across different market conditions and investment horizons. Our empirical results are as follows: First, climate transition risks, oil demand and risk shocks play mediating roles in risk transmission channels. Second, the impact of climate risks and oil shocks on energy futures is heterogeneous and asymmetric under extreme conditions. Notably, global warming, oil supply shock and international climate summits are the greatest shocks to China’s energy market. Finally, climate risks and oil shocks are more pronounced in the short term. Overall, these findings offer valuable insights for shaping risk management strategies and implementing effective hedging practices within the energy market.
{"title":"Dynamic connectedness of climate risks, oil shocks, and China’s energy futures market: Time-frequency evidence from Quantile-on-Quantile regression","authors":"Yinghua Ren , Nairong Wang , Huiming Zhu","doi":"10.1016/j.najef.2024.102263","DOIUrl":"10.1016/j.najef.2024.102263","url":null,"abstract":"<div><p>This study investigates the dynamic risk nexus among climate risks, oil shocks and China’s energy futures market from a time–frequency-quantile perspective. We first explore the dynamic connectedness of “climate risks – oil shocks – energy futures” and examine the risk transmission channels through mediation effects model. The Quantile-on-Quantile regression is used to study the time–frequency impact of climate risks and oil shocks on energy futures across different market conditions and investment horizons. Our empirical results are as follows: First, climate transition risks, oil demand and risk shocks play mediating roles in risk transmission channels. Second, the impact of climate risks and oil shocks on energy futures is heterogeneous and asymmetric under extreme conditions. Notably, global warming, oil supply shock and international climate summits are the greatest shocks to China’s energy market. Finally, climate risks and oil shocks are more pronounced in the short term. Overall, these findings offer valuable insights for shaping risk management strategies and implementing effective hedging practices within the energy market.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102263"},"PeriodicalIF":3.8,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 frequency domain connectedness and synchronization between the exchange rates of Association of Southeast Asian Nations (ASEAN) member countries and those of China, Japan, and South Korea across quantile levels. We propose a quantile cross-spectrum of exchange rates to establish the coherency of connectedness and synchronization measurements. Our empirical results are as follows: First, the return connectedness between the exchange rates is heterogeneous, being stronger in the long run than in the short run and more pronounced under normal market conditions than under extreme market conditions. Second, the dynamic return connectedness among the exchange rates follows a similar trend in the monthly and yearly cycles. Third, exchange rate returns and volatility exhibit long-term synchronization. However, short-term heterogeneity persists across market conditions and investment horizons. Overall, these findings offer valuable insights for monetary authorities in their efforts to maintain exchange rate stability and for investors in making informed portfolio decisions.
{"title":"Frequency domain cross-quantile coherency and connectedness network of exchange rates: Evidence from ASEAN+3 countries","authors":"Huiming Zhu , Tian Zeng , Xinghui Wang , Xiling Xia","doi":"10.1016/j.najef.2024.102259","DOIUrl":"10.1016/j.najef.2024.102259","url":null,"abstract":"<div><p>This study examines the frequency domain connectedness and synchronization between the exchange rates of Association of Southeast Asian Nations (ASEAN) member countries and those of China, Japan, and South Korea across quantile levels. We propose a quantile cross-spectrum of exchange rates to establish the coherency of connectedness and synchronization measurements. Our empirical results are as follows: First, the return connectedness between the exchange rates is heterogeneous, being stronger in the long run than in the short run and more pronounced under normal market conditions than under extreme market conditions. Second, the dynamic return connectedness among the exchange rates follows a similar trend in the monthly and yearly cycles. Third, exchange rate returns and volatility exhibit long-term synchronization. However, short-term heterogeneity persists across market conditions and investment horizons. Overall, these findings offer valuable insights for monetary authorities in their efforts to maintain exchange rate stability and for investors in making informed portfolio decisions.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"75 ","pages":"Article 102259"},"PeriodicalIF":3.8,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-12DOI: 10.1016/j.najef.2024.102261
Zhimin Li , Weidong Zhu , Yong Wu , Zihao Wu
Security analysts play a vital role as an information intermediary in the stock market. Their stock recommendations are important references for investors. The efficiency of investment decision-making could be improved by judging the reliability of stock recommendations based on analyst characteristics and fusing the recommendations. We propose an information fusion method for security analysts’ stock recommendations based on two-dimensional Dempster-Shafer (D-S) evidence theory, which comprehensively considers the external and internal characteristics of analysts. The characteristics of analysts are used to measure the reliability of the stock recommendations and modify the evidence, then the D-S fusion rule is used for evidence fusion. Compared with the forecast results of statistical methods and machine learning methods, the two-dimensional D-S evidence theory model we proposed has a higher forecast accuracy, which effectively improves the information efficiency of the stock market and helps investors to make decisions efficiently and scientifically.
{"title":"Research on information fusion of security analysts’ stock recommendations based on two-dimensional D-S evidence theory","authors":"Zhimin Li , Weidong Zhu , Yong Wu , Zihao Wu","doi":"10.1016/j.najef.2024.102261","DOIUrl":"10.1016/j.najef.2024.102261","url":null,"abstract":"<div><p>Security analysts play a vital role as an information intermediary in the stock market. Their stock recommendations are important references for investors. The efficiency of investment decision-making could be improved by judging the reliability of stock recommendations based on analyst characteristics and fusing the recommendations. We propose an information fusion method for security analysts’ stock recommendations based on two-dimensional Dempster-Shafer (D-S) evidence theory, which comprehensively considers the external and internal characteristics of analysts. The characteristics of analysts are used to measure the reliability of the stock recommendations and modify the evidence, then the D-S fusion rule is used for evidence fusion. Compared with the forecast results of statistical methods and machine learning methods, the two-dimensional D-S evidence theory model we proposed has a higher forecast accuracy, which effectively improves the information efficiency of the stock market and helps investors to make decisions efficiently and scientifically.</p></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"74 ","pages":"Article 102261"},"PeriodicalIF":3.8,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141985414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}