Pub Date : 2025-12-01Epub Date: 2025-09-17DOI: 10.1016/j.jempfin.2025.101653
Soroush Ghazi , Mark Schneider , Jack Strauss
We present a representative agent model with probability weighting that predicts expected momentum returns decrease in market volatility and pessimism, and predicts the opposite for the equity premium. Hence, the model predicts that the expected market and momentum returns move in opposite directions and can be used to form a dynamic hedging strategy that conditions on market volatility and market pessimism. Our asset pricing model motivates an index of volatility-amplified pessimism (VAP) that predicts both momentum and market returns as well as a real-time trading strategy that uses the index to switch between the market and momentum portfolios. In high VAP states, the market generates high returns and Sharpe ratios, while momentum generates high returns and Sharpe ratios in low VAP states. Although most momentum strategies have recently disappeared we find that momentum is still there, conditional on the interaction between market pessimism and market volatility.
{"title":"Momentum is still there conditional on volatility-amplified pessimism","authors":"Soroush Ghazi , Mark Schneider , Jack Strauss","doi":"10.1016/j.jempfin.2025.101653","DOIUrl":"10.1016/j.jempfin.2025.101653","url":null,"abstract":"<div><div>We present a representative agent model with probability weighting that predicts expected momentum returns decrease in market volatility and pessimism, and predicts the opposite for the equity premium. Hence, the model predicts that the expected market and momentum returns move in opposite directions and can be used to form a dynamic hedging strategy that conditions on market volatility and market pessimism. Our asset pricing model motivates an index of volatility-amplified pessimism (VAP) that predicts both momentum and market returns as well as a real-time trading strategy that uses the index to switch between the market and momentum portfolios. In high VAP states, the market generates high returns and Sharpe ratios, while momentum generates high returns and Sharpe ratios in low VAP states. Although most momentum strategies have recently disappeared we find that momentum is still there, conditional on the interaction between market pessimism and market volatility.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101653"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145097593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-10-16DOI: 10.1016/j.jempfin.2025.101666
Jiaxing Tian , Hong Xiang , Minghai Xu
We show that the insider trading pattern on anomaly long-short portfolio stocks can forecast anomaly returns. Specifically, we use the fraction of anomaly long-leg (short-leg) stocks being bought (sold) by insiders as a signal to extract insiders’ information on expected returns of the anomaly. Based on a composite anomaly measure that combines 11 prominent anomalies, we show that the insider trading signal significantly forecasts anomaly returns both in-sample and out-of-sample. These findings also help disentangle the risk-based and the mispricing-based explanations for anomaly returns.
{"title":"Insider trading and anomalies","authors":"Jiaxing Tian , Hong Xiang , Minghai Xu","doi":"10.1016/j.jempfin.2025.101666","DOIUrl":"10.1016/j.jempfin.2025.101666","url":null,"abstract":"<div><div>We show that the insider trading pattern on anomaly long-short portfolio stocks can forecast anomaly returns. Specifically, we use the fraction of anomaly long-leg (short-leg) stocks being bought (sold) by insiders as a signal to extract insiders’ information on expected returns of the anomaly. Based on a composite anomaly measure that combines 11 prominent anomalies, we show that the insider trading signal significantly forecasts anomaly returns both in-sample and out-of-sample. These findings also help disentangle the risk-based and the mispricing-based explanations for anomaly returns.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101666"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145321572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-11-01DOI: 10.1016/j.jempfin.2025.101667
Pierluca Pannella
This paper documents that the dividend payout ratios of larger US banks rise when interest rates increase. To account for this pattern, I develop a model of optimal investment and deposit issuance under a risk-based constraint. Smaller banks primarily generate profits from the Fed funds-deposit spread, which typically widens with higher rates. Larger banks, by contrast, hold a greater share of risky assets and keep government bonds mainly as precautionary buffers. In high-interest-rate environments, these larger banks see only a modest increase in profitability. Consequently, they have weaker incentives to expand their investments and instead opt to reduce their buffer of safe assets to distribute higher dividends. Empirical evidence on payout behavior and leverage across banks that gain different shares of income from government bonds aligns with the prediction of the model. The findings highlight the importance of monitoring banks’ payout and leverage during periods of rising interest rates.
{"title":"Bank dividends, interest expenses, and leverage","authors":"Pierluca Pannella","doi":"10.1016/j.jempfin.2025.101667","DOIUrl":"10.1016/j.jempfin.2025.101667","url":null,"abstract":"<div><div>This paper documents that the dividend payout ratios of larger US banks rise when interest rates increase. To account for this pattern, I develop a model of optimal investment and deposit issuance under a risk-based constraint. Smaller banks primarily generate profits from the Fed funds-deposit spread, which typically widens with higher rates. Larger banks, by contrast, hold a greater share of risky assets and keep government bonds mainly as precautionary buffers. In high-interest-rate environments, these larger banks see only a modest increase in profitability. Consequently, they have weaker incentives to expand their investments and instead opt to reduce their buffer of safe assets to distribute higher dividends. Empirical evidence on payout behavior and leverage across banks that gain different shares of income from government bonds aligns with the prediction of the model. The findings highlight the importance of monitoring banks’ payout and leverage during periods of rising interest rates.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101667"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145516363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-13DOI: 10.1016/j.jempfin.2025.101645
Shan Chen , Tao Li
Two duration factors that arise from the downward-sloping term structure of equity returns explain the value, profitability, and investment premiums. One factor captures the spread of returns between short and long durations, and the other measures the difference in risk premiums associated with duration transitions. These duration effects jointly subsume the explanatory power of the value, profitability, and investment in the cross-section of equity returns. Our study shows that these three and other related anomalies can be unified in a risk-based framework. These anomalies may arise from the dynamic relations between firms’ durations and their fundamentals.
{"title":"A unified duration-based explanation of the value, profitability, and investment anomalies","authors":"Shan Chen , Tao Li","doi":"10.1016/j.jempfin.2025.101645","DOIUrl":"10.1016/j.jempfin.2025.101645","url":null,"abstract":"<div><div>Two duration factors that arise from the downward-sloping term structure of equity returns explain the value, profitability, and investment premiums. One factor captures the spread of returns between short and long durations, and the other measures the difference in risk premiums associated with duration transitions. These duration effects jointly subsume the explanatory power of the value, profitability, and investment in the cross-section of equity returns. Our study shows that these three and other related anomalies can be unified in a risk-based framework. These anomalies may arise from the dynamic relations between firms’ durations and their fundamentals.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101645"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145061350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-16DOI: 10.1016/j.jempfin.2025.101654
Han Zhang , Xiong Xiong , Bin Guo
We provide empirical evidence that the average treasury bond yield across one- to ten-year maturities can negatively predict stock returns in the Chinese stock market. The substantial predictive power of bond yield underscores that the flight-to-safety effect associated with treasury bonds plays a predominant role in driving this predictive relationship. However, we find that bond yield does not operate as a systematic risk factor that explains cross-sectional variations in average stock returns, suggesting that it does not qualify as a state variable within the intertemporal capital asset pricing model framework proposed by Merton (1973). Using an affine market price of risk model, we demonstrate that the average bond yield serves as a pivotal determinant of the time-varying pattern of market prices for the market excess return factor, thereby establishing the theoretical foundation for its predictive power regarding stock returns.
{"title":"The stock return predictability of treasury bond yield in China","authors":"Han Zhang , Xiong Xiong , Bin Guo","doi":"10.1016/j.jempfin.2025.101654","DOIUrl":"10.1016/j.jempfin.2025.101654","url":null,"abstract":"<div><div>We provide empirical evidence that the average treasury bond yield across one- to ten-year maturities can negatively predict stock returns in the Chinese stock market. The substantial predictive power of bond yield underscores that the flight-to-safety effect associated with treasury bonds plays a predominant role in driving this predictive relationship. However, we find that bond yield does not operate as a systematic risk factor that explains cross-sectional variations in average stock returns, suggesting that it does not qualify as a state variable within the intertemporal capital asset pricing model framework proposed by Merton (1973). Using an affine market price of risk model, we demonstrate that the average bond yield serves as a pivotal determinant of the time-varying pattern of market prices for the market excess return factor, thereby establishing the theoretical foundation for its predictive power regarding stock returns.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101654"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145097592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-02DOI: 10.1016/j.jempfin.2025.101646
Ziwen Bu , Suyang Li , Rongbing Xiao
We analyze the effects of managerial job security on firm diversification. Our results indicate that enacting legal protection for managers’ employment is conducive to less corporate diversification. Our findings suggest that, in relation to managerial entrenchment and empire-building theories, hedging against employment risk is more likely to be the primary factor for managers when deciding to conduct firm diversification. Consistent with the explanation of agency theory in relation to firm diversification, we also document that refocusing firms increase firm value after enacting the implied-contract exception. The incremental firm value likely reflects the improved efficiency of capital allocation across divisions, as we find that firms increase the efficiency of their capital allocation after the adoption of the law.
{"title":"Managerial job security and firm diversification","authors":"Ziwen Bu , Suyang Li , Rongbing Xiao","doi":"10.1016/j.jempfin.2025.101646","DOIUrl":"10.1016/j.jempfin.2025.101646","url":null,"abstract":"<div><div>We analyze the effects of managerial job security on firm diversification. Our results indicate that enacting legal protection for managers’ employment is conducive to less corporate diversification. Our findings suggest that, in relation to managerial entrenchment and empire-building theories, hedging against employment risk is more likely to be the primary factor for managers when deciding to conduct firm diversification. Consistent with the explanation of agency theory in relation to firm diversification, we also document that refocusing firms increase firm value after enacting the implied-contract exception. The incremental firm value likely reflects the improved efficiency of capital allocation across divisions, as we find that firms increase the efficiency of their capital allocation after the adoption of the law.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101646"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145097581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-04DOI: 10.1016/j.jempfin.2025.101655
Ariel Gu , Hong Il Yoo
Since the exact probability distribution of asset returns is often unknown, the type of uncertainty affecting financial assets may be better characterized as ambiguity rather than risk. Using data from the U.S. mutual fund market, we examine the relationships between mutual funds’ ambiguity exposure, risk-adjusted performance, and investment flows. We introduce a novel measure of ambiguity exposure based on the smooth ambiguity model, which provides insight into how funds are priced in the presence of ambiguity. We find that risk-adjusted fund returns include a positive premium that compensates for greater ambiguity exposure in the fund’s asset holdings. The flow analysis, however, suggests that fund investors pursue positive risk-adjusted returns overall, regardless of whether seemingly superior returns are driven by the ambiguity premium. This behavior indicates that fund investors are primarily attracted to performance outcomes and less concerned with whether these reflect managerial expertise or increased ambiguity exposure.
{"title":"Mutual fund performance and flow-performance relationship under ambiguity","authors":"Ariel Gu , Hong Il Yoo","doi":"10.1016/j.jempfin.2025.101655","DOIUrl":"10.1016/j.jempfin.2025.101655","url":null,"abstract":"<div><div>Since the exact probability distribution of asset returns is often unknown, the type of uncertainty affecting financial assets may be better characterized as ambiguity rather than risk. Using data from the U.S. mutual fund market, we examine the relationships between mutual funds’ ambiguity exposure, risk-adjusted performance, and investment flows. We introduce a novel measure of ambiguity exposure based on the smooth ambiguity model, which provides insight into how funds are priced in the presence of ambiguity. We find that risk-adjusted fund returns include a positive premium that compensates for greater ambiguity exposure in the fund’s asset holdings. The flow analysis, however, suggests that fund investors pursue positive risk-adjusted returns overall, regardless of whether seemingly superior returns are driven by the ambiguity premium. This behavior indicates that fund investors are primarily attracted to performance outcomes and less concerned with whether these reflect managerial expertise or increased ambiguity exposure.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"84 ","pages":"Article 101655"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145027782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-08-06DOI: 10.1016/j.jempfin.2025.101643
Zihui Li , Lijun Ma , Min Zhang
We examine the effect of the sudden breakdown of public information search capability caused by Google’s withdrawal from mainland China on Chinese analysts’ earnings forecasts. We observe a decrease in analysts’ forecast accuracy regarding firms with foreign trade relative to those without foreign trade post-withdrawal. This decrease suggests that Google’s withdrawal has hindered analysts’ acquisition of information about firms with foreign trade, thus decreasing the quality of their earnings forecasts. We also find that the effect of this withdrawal on forecast accuracy is stronger for firms with higher business complexity and more opaque financial reporting and for analysts with weaker information processing capacity and more attention constraints. Additionally, we identify corporate site visits as an alternative information source that can compensate for the information loss caused by Google’s withdrawal and find that decreasing forecast accuracy has partially contributed to the deterioration of capital market conditions in the post-withdrawal era.
{"title":"Does a sudden breakdown in public information search impair analyst forecast accuracy? Evidence from China","authors":"Zihui Li , Lijun Ma , Min Zhang","doi":"10.1016/j.jempfin.2025.101643","DOIUrl":"10.1016/j.jempfin.2025.101643","url":null,"abstract":"<div><div>We examine the effect of the sudden breakdown of public information search capability caused by Google’s withdrawal from mainland China on Chinese analysts’ earnings forecasts. We observe a decrease in analysts’ forecast accuracy regarding firms with foreign trade relative to those without foreign trade post-withdrawal. This decrease suggests that Google’s withdrawal has hindered analysts’ acquisition of information about firms with foreign trade, thus decreasing the quality of their earnings forecasts. We also find that the effect of this withdrawal on forecast accuracy is stronger for firms with higher business complexity and more opaque financial reporting and for analysts with weaker information processing capacity and more attention constraints. Additionally, we identify corporate site visits as an alternative information source that can compensate for the information loss caused by Google’s withdrawal and find that decreasing forecast accuracy has partially contributed to the deterioration of capital market conditions in the post-withdrawal era.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"83 ","pages":"Article 101643"},"PeriodicalIF":2.4,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144863577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-06-11DOI: 10.1016/j.jempfin.2025.101625
Jing-Zhi Huang , Peipei Li , Ying Wang , Yuan Wang , Xiangkun Yao , Licheng Zhang
This paper investigates the reaching-for-yield behavior of corporate bond mutual fund investors by analyzing how fund flows respond to changes in interest rates. We find that investment-grade (IG) bond funds experience increased inflows following lower interest rates, while high-yield (HY) bond funds show no significant response. Bond fund investors tend to seek higher yields during periods of lower interest rates by assuming greater interest rate risk through the purchase of longer-maturity IG funds, rather than by taking on additional credit risk. Our findings are robust to potential endogeneity concerns and alternative explanations—including investors’ flight-to-safety behavior, liquidity considerations, and fund managers’ skill—indicating that fund flows are primarily driven by investors’ reaching-for-yield behavior in response to expansionary monetary policy. Overall, this study advances the understanding of monetary policy transmission and its implications for financial stability in the corporate bond market.
{"title":"Do investors reach for yield? Evidence from corporate bond mutual fund flows","authors":"Jing-Zhi Huang , Peipei Li , Ying Wang , Yuan Wang , Xiangkun Yao , Licheng Zhang","doi":"10.1016/j.jempfin.2025.101625","DOIUrl":"10.1016/j.jempfin.2025.101625","url":null,"abstract":"<div><div>This paper investigates the reaching-for-yield behavior of corporate bond mutual fund investors by analyzing how fund flows respond to changes in interest rates. We find that investment-grade (IG) bond funds experience increased inflows following lower interest rates, while high-yield (HY) bond funds show no significant response. Bond fund investors tend to seek higher yields during periods of lower interest rates by assuming greater interest rate risk through the purchase of longer-maturity IG funds, rather than by taking on additional credit risk. Our findings are robust to potential endogeneity concerns and alternative explanations—including investors’ flight-to-safety behavior, liquidity considerations, and fund managers’ skill—indicating that fund flows are primarily driven by investors’ reaching-for-yield behavior in response to expansionary monetary policy. Overall, this study advances the understanding of monetary policy transmission and its implications for financial stability in the corporate bond market.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"83 ","pages":"Article 101625"},"PeriodicalIF":2.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144500851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-06-24DOI: 10.1016/j.jempfin.2025.101636
Xiao Li, Yuan Li, Xiaoxu Yu, Chun Yuan
Exploiting the setting of public data openness in China, we demonstrate a significant trade credit provision increase following the data platforms’ introduction. Our mechanism tests confirm that the rise is driven by enhanced suppliers’ willingness and capability. We document that suppliers with more substantial incentives to offer trade credit before establishing the data platforms experience a more pronounced increase in trade credit usage. Additionally, we examine the economic consequences of public data openness, demonstrating that it not only strengthens supply chain financing but also generates spillover benefits. The impact of public data openness on trade credit provision extends to firm sales, productivity, and supply chain efficiency, resulting in significant increases in revenues and total factor productivity, and leading to significant decreases in interest expense ratio and receivable turnover days. Our results reveal that public data openness substantially improves financial conditions and fosters growth throughout the supply chain.
{"title":"Public data openness and trade credit: Evidence from China","authors":"Xiao Li, Yuan Li, Xiaoxu Yu, Chun Yuan","doi":"10.1016/j.jempfin.2025.101636","DOIUrl":"10.1016/j.jempfin.2025.101636","url":null,"abstract":"<div><div>Exploiting the setting of public data openness in China, we demonstrate a significant trade credit provision increase following the data platforms’ introduction. Our mechanism tests confirm that the rise is driven by enhanced suppliers’ willingness and capability. We document that suppliers with more substantial incentives to offer trade credit before establishing the data platforms experience a more pronounced increase in trade credit usage. Additionally, we examine the economic consequences of public data openness, demonstrating that it not only strengthens supply chain financing but also generates spillover benefits. The impact of public data openness on trade credit provision extends to firm sales, productivity, and supply chain efficiency, resulting in significant increases in revenues and total factor productivity, and leading to significant decreases in interest expense ratio and receivable turnover days. Our results reveal that public data openness substantially improves financial conditions and fosters growth throughout the supply chain.</div></div>","PeriodicalId":15704,"journal":{"name":"Journal of Empirical Finance","volume":"83 ","pages":"Article 101636"},"PeriodicalIF":2.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144510953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}