Pub Date : 2024-08-13DOI: 10.1016/j.jimonfin.2024.103152
Carlos Cañon , Eddie Gerba , Alberto Pambira , Evarist Stoja
We examine how the tail risk of currency returns over the past 20 years were impacted by central bank monetary and liquidity measures across the globe with an original and unique dataset that we make publicly available. Using a standard factor model, we derive theoretical measures of tail risks of currency returns which we then relate to the various policy instruments employed by central banks. We find empirical evidence for the existence of a cross-border transmission channel of central bank policy through the FX market. The tail impact is particularly sizeable for asset purchases and swap lines. The effects last for up to 1 month, and are proportionally higher for joint QE actions. This cross-border source of tail risk is largely undiversifiable, even after controlling for the U.S. dollar dominance and the effects of its own monetary policy stance.
{"title":"An unconventional FX tail risk story","authors":"Carlos Cañon , Eddie Gerba , Alberto Pambira , Evarist Stoja","doi":"10.1016/j.jimonfin.2024.103152","DOIUrl":"10.1016/j.jimonfin.2024.103152","url":null,"abstract":"<div><p>We examine how the tail risk of currency returns over the past 20 years were impacted by central bank monetary and liquidity measures across the globe with an original and unique dataset that we make publicly available. Using a standard factor model, we derive theoretical measures of tail risks of currency returns which we then relate to the various policy instruments employed by central banks. We find empirical evidence for the existence of a cross-border transmission channel of central bank policy through the FX market. The tail impact is particularly sizeable for asset purchases and swap lines. The effects last for up to 1 month, and are proportionally higher for joint QE actions. This cross-border source of tail risk is largely undiversifiable, even after controlling for the U.S. dollar dominance and the effects of its own monetary policy stance.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"148 ","pages":"Article 103152"},"PeriodicalIF":2.8,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0261560624001396/pdfft?md5=510ff8268079e59b3c1e6aece9b33654&pid=1-s2.0-S0261560624001396-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141984744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-13DOI: 10.1016/j.jimonfin.2024.103156
Guillermo Gallacher , Camilo Granados , Janelle Mann
Are nominal exchange rate variations linked to the central bank's balance sheet, in particular to remunerated domestic liabilities? We use two metrics of implied exchange rates based on central bank balance sheet data: one is a traditional metric that includes the monetary base, and the other adds remunerated domestic liabilities. We first estimate a VAR model to investigate the endogenous interactions between central bank balance sheet components for a set of seven Latin American countries for the 2006:01-2019:12 period. Then, we use a pairwise cointegration framework to compare these two metrics of implied exchange rate with the spot (observed) exchange rate. We find that the implied exchange rates and the spot exchange rate are cointegrated for most of the set of Latin American countries. We also find that for a subset of our sample, the spot exchange rate adjusts to the metric that adds remunerated domestic liabilities. We conclude that remunerated domestic liabilities matter for understanding exchange rate dynamics, and explore a simple theoretical setup to better understand the mechanism.
名义汇率变动是否与中央银行的资产负债表有关,特别是与有偿国内负债有关?我们使用了基于央行资产负债表数据的两个隐含汇率指标:一个是包含货币基础的传统指标,另一个则增加了有偿国内负债。我们首先估计了一个 VAR 模型,以研究 2006:01-2019:12 期间七个拉美国家央行资产负债表组成部分之间的内生互动关系。然后,我们使用成对协整框架来比较隐含汇率和即期(观察)汇率这两个指标。我们发现,大部分拉美国家的隐含汇率和即期汇率是协整的。我们还发现,在部分样本中,即期汇率会根据增加有偿国内负债的指标进行调整。我们的结论是,有偿国内负债对理解汇率动态很重要,并探索了一种简单的理论设置来更好地理解这一机制。
{"title":"Exchange rate dynamics and the central bank's balance sheet","authors":"Guillermo Gallacher , Camilo Granados , Janelle Mann","doi":"10.1016/j.jimonfin.2024.103156","DOIUrl":"10.1016/j.jimonfin.2024.103156","url":null,"abstract":"<div><p>Are nominal exchange rate variations linked to the central bank's balance sheet, in particular to remunerated domestic liabilities? We use two metrics of implied exchange rates based on central bank balance sheet data: one is a traditional metric that includes the monetary base, and the other adds remunerated domestic liabilities. We first estimate a VAR model to investigate the endogenous interactions between central bank balance sheet components for a set of seven Latin American countries for the 2006:01-2019:12 period. Then, we use a pairwise cointegration framework to compare these two metrics of implied exchange rate with the spot (observed) exchange rate. We find that the implied exchange rates and the spot exchange rate are cointegrated for most of the set of Latin American countries. We also find that for a subset of our sample, the spot exchange rate adjusts to the metric that adds remunerated domestic liabilities. We conclude that remunerated domestic liabilities matter for understanding exchange rate dynamics, and explore a simple theoretical setup to better understand the mechanism.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"148 ","pages":"Article 103156"},"PeriodicalIF":2.8,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006981","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 : 2024-08-12DOI: 10.1016/j.jimonfin.2024.103164
Feng Yu , Ning Li , Castiel Chen Zhuang , Jingwei Chen
We investigate the effects of rising urban house prices on manufacturing firms’ decisions on outward foreign direct investment (outward FDI) in a home country. By utilizing the panel data of Chinese industrial enterprises in 2005–2013, our estimates suggest that, for every 210 manufacturing firms or 13 listed companies in China, one firm will forgo outward FDI when house prices double. As a result, there could have been 95 percent more manufacturing firms or 70 percent more listed firms conducting outward FDI if house prices remained unchanged during the study period. To address potential endogeneity issues, we exploit a fixed-effects instrumental variable model, a difference-in-differences strategy, and housing discontinuities at provincial borders among neighboring city/county pairs. To elucidate potential mechanisms, we employ the “Olley and Pakes” covariance to assess resource allocation efficiency and observe its negative correlation with house prices. Furthermore, we delve into the impact of house prices and resource allocation efficiency on TFP, and find that house prices and TFP are negatively correlated, while resource allocation efficiency and TFP are positively correlated. Finally, heterogeneity analyses reveal that rising house prices exert a stronger negative influence on outward FDI entry for firms that are less productive, larger, domestically-owned, more closely linked to the real estate industry, labor-intensive, and in industries with higher levels of outward FDI participation. These results underscore the fact that rising house prices could exacerbate resource misallocation, leading to a decline in enterprise TFP and subsequently reducing their outward FDI.
{"title":"Can rising urban house prices actually limit the outward FDI by firms in a home country? A story from China","authors":"Feng Yu , Ning Li , Castiel Chen Zhuang , Jingwei Chen","doi":"10.1016/j.jimonfin.2024.103164","DOIUrl":"10.1016/j.jimonfin.2024.103164","url":null,"abstract":"<div><p>We investigate the effects of rising urban house prices on manufacturing firms’ decisions on outward foreign direct investment (outward FDI) in a home country. By utilizing the panel data of Chinese industrial enterprises in 2005–2013, our estimates suggest that, for every 210 manufacturing firms or 13 listed companies in China, one firm will forgo outward FDI when house prices double. As a result, there could have been 95 percent more manufacturing firms or 70 percent more listed firms conducting outward FDI if house prices remained unchanged during the study period. To address potential endogeneity issues, we exploit a fixed-effects instrumental variable model, a difference-in-differences strategy, and housing discontinuities at provincial borders among neighboring city/county pairs. To elucidate potential mechanisms, we employ the “Olley and Pakes” covariance to assess resource allocation efficiency and observe its negative correlation with house prices. Furthermore, we delve into the impact of house prices and resource allocation efficiency on TFP, and find that house prices and TFP are negatively correlated, while resource allocation efficiency and TFP are positively correlated. Finally, heterogeneity analyses reveal that rising house prices exert a stronger negative influence on outward FDI entry for firms that are less productive, larger, domestically-owned, more closely linked to the real estate industry, labor-intensive, and in industries with higher levels of outward FDI participation. These results underscore the fact that rising house prices could exacerbate resource misallocation, leading to a decline in enterprise TFP and subsequently reducing their outward FDI.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103164"},"PeriodicalIF":2.8,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013031","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 : 2024-08-10DOI: 10.1016/j.jimonfin.2024.103153
Guohao Tang , Yiyong Wu , Guanyu Lou
We introduce a novel measure that captures the beta deviation of individual firms from their industry peers within China's stock market. Our analysis reveals that stocks with greater beta deviation generate significantly higher future returns. This predictive power is unaffected by established return predictors and remains robust across alternative peer identification methods, beta estimation techniques, and subsample tests. Our findings suggest a behavioral interpretation, linking positive predictability to mispricing driven by investors' extrapolation biases. Overall, our research highlights the critical role of incorporating peer firms into asset pricing, particularly in emerging markets.
{"title":"Extrapolation beyond peers: An asset pricing perspective","authors":"Guohao Tang , Yiyong Wu , Guanyu Lou","doi":"10.1016/j.jimonfin.2024.103153","DOIUrl":"10.1016/j.jimonfin.2024.103153","url":null,"abstract":"<div><p>We introduce a novel measure that captures the beta deviation of individual firms from their industry peers within China's stock market. Our analysis reveals that stocks with greater beta deviation generate significantly higher future returns. This predictive power is unaffected by established return predictors and remains robust across alternative peer identification methods, beta estimation techniques, and subsample tests. Our findings suggest a behavioral interpretation, linking positive predictability to mispricing driven by investors' extrapolation biases. Overall, our research highlights the critical role of incorporating peer firms into asset pricing, particularly in emerging markets.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"148 ","pages":"Article 103153"},"PeriodicalIF":2.8,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141992978","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 : 2024-08-08DOI: 10.1016/j.jimonfin.2024.103159
Wendi Huang , Weikang Zhang
This study analyzes how exchange rates affect corporate investment by scrutinizing firms' global value chain (GVC) networks. A salient feature of our analysis is that we adopt novel GVC datasets and methodologies to construct upstream- and downstream-specific exchange rates. We couple these GVC-integrated real exchange rates with global firm-level data and document that unfavorable exchange rate movements hinder operating performance and, therefore, corporate investment, especially among financially constrained firms. We use two large currency shocks in Brazil and Sweden to provide causal evidence. The results highlight nonnegligible frictions of how GVC-integrated real exchange rates affect corporate investment.
{"title":"Exchange rate and corporate investment: Heterogeneous effects via the global value chain networks","authors":"Wendi Huang , Weikang Zhang","doi":"10.1016/j.jimonfin.2024.103159","DOIUrl":"10.1016/j.jimonfin.2024.103159","url":null,"abstract":"<div><p>This study analyzes how exchange rates affect corporate investment by scrutinizing firms' global value chain (GVC) networks. A salient feature of our analysis is that we adopt novel GVC datasets and methodologies to construct upstream- and downstream-specific exchange rates. We couple these GVC-integrated real exchange rates with global firm-level data and document that unfavorable exchange rate movements hinder operating performance and, therefore, corporate investment, especially among financially constrained firms. We use two large currency shocks in Brazil and Sweden to provide causal evidence. The results highlight nonnegligible frictions of how GVC-integrated real exchange rates affect corporate investment.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103159"},"PeriodicalIF":2.8,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141978592","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 : 2024-08-08DOI: 10.1016/j.jimonfin.2024.103154
Chiara Casoli , Matteo Manera , Daniele Valenti
We develop a Bayesian Structural VAR model to study the relationship between different energy shocks and inflation dynamics in Europe. Specifically, we model the endogenous transmission from shocks identified by the global market of crude oil and the European natural gas market to two target macroeconomic variables, i.e. inflation expectations and realized headline inflation rate. Our results demonstrate that, since the post-pandemic recovery, inflation in the Euro area is mostly driven by energy price shocks and aggregate supply factors. In particular, the high peaks of the Eurozone inflation are mostly associated with natural gas supply shocks.
我们建立了一个贝叶斯结构 VAR 模型来研究不同能源冲击与欧洲通胀动态之间的关系。具体来说,我们模拟了全球原油市场和欧洲天然气市场的冲击向两个目标宏观经济变量(即通胀预期和实际总体通胀率)的内生传导。我们的研究结果表明,自大流行病后的经济复苏以来,欧元区的通货膨胀主要是由能源价格冲击和总供给因素驱动的。特别是,欧元区通胀率的高峰主要与天然气供应冲击有关。
{"title":"Energy shocks in the Euro area: Disentangling the pass-through from oil and gas prices to inflation","authors":"Chiara Casoli , Matteo Manera , Daniele Valenti","doi":"10.1016/j.jimonfin.2024.103154","DOIUrl":"10.1016/j.jimonfin.2024.103154","url":null,"abstract":"<div><p>We develop a Bayesian Structural VAR model to study the relationship between different energy shocks and inflation dynamics in Europe. Specifically, we model the endogenous transmission from shocks identified by the global market of crude oil and the European natural gas market to two target macroeconomic variables, i.e. inflation expectations and realized headline inflation rate. Our results demonstrate that, since the post-pandemic recovery, inflation in the Euro area is mostly driven by energy price shocks and aggregate supply factors. In particular, the high peaks of the Eurozone inflation are mostly associated with natural gas supply shocks.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103154"},"PeriodicalIF":2.8,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141978593","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 : 2024-08-08DOI: 10.1016/j.jimonfin.2024.103155
Ni Qin , Dongmin Kong , Qin Wang
We investigate the effect of trade liberalization on entrepreneurship. By using China’s World Trade Organization accession as an exogenous shock to conduct a difference-in-differences estimation, we find that trade liberalization has a sizeable positive effect on entrepreneurship. Our findings are robust to different specifications and endogeneity problems. We further discuss the plausible mechanisms driving our results: the trade induced competition, and input market channel. China’s WTO accession may lead to more entrepreneurship in areas with low levels of economic development, a high level of trust, and industries with a low level of external finance dependence.
{"title":"Trade liberalization and entrepreneurship: Evidence from China’s WTO accession","authors":"Ni Qin , Dongmin Kong , Qin Wang","doi":"10.1016/j.jimonfin.2024.103155","DOIUrl":"10.1016/j.jimonfin.2024.103155","url":null,"abstract":"<div><p>We investigate the effect of trade liberalization on entrepreneurship. By using China’s World Trade Organization accession as an exogenous shock to conduct a difference-in-differences estimation, we find that trade liberalization has a sizeable positive effect on entrepreneurship. Our findings are robust to different specifications and endogeneity problems. We further discuss the plausible mechanisms driving our results: the trade induced competition, and input market channel. China’s WTO accession may lead to more entrepreneurship in areas with low levels of economic development, a high level of trust, and industries with a low level of external finance dependence.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103155"},"PeriodicalIF":2.8,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141964418","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 : 2024-08-08DOI: 10.1016/j.jimonfin.2024.103157
Roland Beck, Virginia Di Nino, Livio Stracca
We revisit the effects of globalisation over the past 50 years in a large sample of advanced and emerging countries. We use accessions to Globalisation Clubs (WTO, OECD, EU), financial liberalisation and an instrument for trade openness to study the trade-off between efficiency (proxied by real GDP per capita and TFP) and equity (proxied by the labour share of income and the Gini index of inequality). We find that (i) most of our episodes lead to an increase in trade openness (ii) the effects on GDP per capita are mostly positive with some interesting exceptions and (iii) there is little evidence that globalisation shocks lead to more inequality.
{"title":"Globalisation and the efficiency-equity trade-off","authors":"Roland Beck, Virginia Di Nino, Livio Stracca","doi":"10.1016/j.jimonfin.2024.103157","DOIUrl":"10.1016/j.jimonfin.2024.103157","url":null,"abstract":"<div><p>We revisit the effects of globalisation over the past 50 years in a large sample of advanced and emerging countries. We use accessions to Globalisation Clubs (WTO, OECD, EU), financial liberalisation and an instrument for trade openness to study the trade-off between efficiency (proxied by real GDP per capita and TFP) and equity (proxied by the labour share of income and the Gini index of inequality). We find that (i) most of our episodes lead to an increase in trade openness (ii) the effects on GDP per capita are mostly positive with some interesting exceptions and (iii) there is little evidence that globalisation shocks lead to more inequality.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"148 ","pages":"Article 103157"},"PeriodicalIF":2.8,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142128770","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 : 2024-08-05DOI: 10.1016/j.jimonfin.2024.103149
Yulong Sun
We find that the market dividend yield and earnings yield can positively predict future inflation internationally. The inflation predictability of price ratios could invert the standard asset pricing predictive results. For example, dividend yields do forecast real dividend growth but not nominal dividend growth. We extend the analysis to the earnings yield as a robust analysis and document a similar predictive pattern. Further term structure analysis suggests that the financial ratio variation decomposition also differs significantly in nominal and real terms. In nominal-term decomposition, discount rate news is found to be the primary contributor to variations in price ratios while in real-term decomposition, cash flow news plays a more significant role, with its importance increasing over longer investment horizons. Our study utilizes consistent inflation predictability evidence in advanced economies to re-evaluate the global relationship between price ratios and inflation. We confirm that inflation is an international state variable in post-1970s samples and that the correlation between inflation and price ratios can almost entirely be attributed to the relationship between expected inflation and future growth prospects. This finding offers an explanation for the previously puzzling correlation between the dividend-price ratio and future inflation.
{"title":"Prices and returns: Role of inflation","authors":"Yulong Sun","doi":"10.1016/j.jimonfin.2024.103149","DOIUrl":"10.1016/j.jimonfin.2024.103149","url":null,"abstract":"<div><p>We find that the market dividend yield and earnings yield can positively predict future inflation internationally. The inflation predictability of price ratios could invert the standard asset pricing predictive results. For example, dividend yields do forecast real dividend growth but not nominal dividend growth. We extend the analysis to the earnings yield as a robust analysis and document a similar predictive pattern. Further term structure analysis suggests that the financial ratio variation decomposition also differs significantly in nominal and real terms. In nominal-term decomposition, discount rate news is found to be the primary contributor to variations in price ratios while in real-term decomposition, cash flow news plays a more significant role, with its importance increasing over longer investment horizons. Our study utilizes consistent inflation predictability evidence in advanced economies to re-evaluate the global relationship between price ratios and inflation. We confirm that inflation is an international state variable in post-1970s samples and that the correlation between inflation and price ratios can almost entirely be attributed to the relationship between expected inflation and future growth prospects. This finding offers an explanation for the previously puzzling correlation between the dividend-price ratio and future inflation.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103149"},"PeriodicalIF":2.8,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141932554","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 : 2024-08-04DOI: 10.1016/j.jimonfin.2024.103150
Jianli Sui , Wenqiang Lv , Xiang Gao , Kees G. Koedijk
Timely monitoring GDP-at-risk and tracing economic downside risk sources can help establish effective risk warning and prevention systems. This study constructs a probability distribution for China’s economic growth with skewness determined by a multidimensional predictor information set of macro fundamentals. Such a treatment allows us to identify changing drivers of economic downside risks during monitoring GDP-at-risk’s dynamic evolutionary path. We also employ a time-varying parameter vector autoregression model with random volatility to explore the heterogeneous impacts of different macroeconomic policy instruments on economic slowdowns. Our results provide empirical support for macroeconomic management and policy formulation in emerging markets. We reach three conclusions. First, the dynamics of GDP-at-risk exhibit significant event-driven characteristics, and economic downside risk increases significantly under the influence of extreme events. Moreover, the probability distribution of economic growth is asymmetric--as the downside risk of the economy increases, its upside potential increases disproportionately. Second, the time-varying risk trace of GDP-at-risk shows that the contribution of financial conditions and local government debt to economic downside risk declines. The importance of the risk-driving role of housing price growth gradually increases, suggesting that China’s property prices can provide more valuable early warning information about future growth risk, allowing time for precise preventive measures. Nevertheless, interest rates and inflation as risk divers have consistently minimal impacts. Third, the heterogeneity impulse response function of GDP-at-risk suggests that quantity-based monetary policy and fiscal policy can manage economic downside risks in the short run. In contrast, price-based monetary policy can curb economic overheating and reduce downside risks in the medium to long term. Therefore, the effect of price-based monetary policy is more sustainable in China.
及时监测 GDP 风险,追溯经济下行风险源,有助于建立有效的风险预警和防范体系。本研究构建了中国经济增长的概率分布,其偏度由宏观基本面的多维预测信息集决定。这种处理方法使我们能够在监测 GDP 风险的动态演化过程中识别经济下行风险的变化驱动因素。我们还采用了具有随机波动性的时变参数向量自回归模型,以探讨不同宏观经济政策工具对经济放缓的异质性影响。我们的研究结果为新兴市场的宏观经济管理和政策制定提供了经验支持。我们得出三个结论。首先,风险 GDP 的动态表现出明显的事件驱动特征,在极端事件的影响下,经济下行风险显著增加。此外,经济增长的概率分布是不对称的--随着经济下行风险的增加,其上行潜力也会不成比例地增加。其次,GDP-at-risk 的时变风险轨迹显示,金融状况和地方政府债务对经济下行风险的贡献下降。房价增长的风险驱动作用的重要性逐渐上升,表明中国的房地产价格可以为未来的经济增长风险提供更有价值的预警信息,为采取精确的预防措施留出时间。尽管如此,利率和通胀作为风险变量的影响始终微乎其微。第三,风险 GDP 的异质性脉冲响应函数表明,基于数量的货币政策和财政政策可以在短期内控制经济下行风险。相比之下,基于价格的货币政策可以抑制经济过热,降低中长期的下行风险。因此,价格型货币政策的效果在中国更具可持续性。
{"title":"China’s GDP-at-Risk: Real-Time Monitoring, Risk Tracing, and Macroeconomic Policy Effects","authors":"Jianli Sui , Wenqiang Lv , Xiang Gao , Kees G. Koedijk","doi":"10.1016/j.jimonfin.2024.103150","DOIUrl":"10.1016/j.jimonfin.2024.103150","url":null,"abstract":"<div><p>Timely monitoring GDP-at-risk and tracing economic downside risk sources can help establish effective risk warning and prevention systems. This study constructs a probability distribution for China’s economic growth with skewness determined by a multidimensional predictor information set of macro fundamentals. Such a treatment allows us to identify changing drivers of economic downside risks during monitoring GDP-at-risk’s dynamic evolutionary path. We also employ a time-varying parameter vector autoregression model with random volatility to explore the heterogeneous impacts of different macroeconomic policy instruments on economic slowdowns. Our results provide empirical support for macroeconomic management and policy formulation in emerging markets. We reach three conclusions. First, the dynamics of GDP-at-risk exhibit significant event-driven characteristics, and economic downside risk increases significantly under the influence of extreme events. Moreover, the probability distribution of economic growth is asymmetric--as the downside risk of the economy increases, its upside potential increases disproportionately. Second, the time-varying risk trace of GDP-at-risk shows that the contribution of financial conditions and local government debt to economic downside risk declines. The importance of the risk-driving role of housing price growth gradually increases, suggesting that China’s property prices can provide more valuable early warning information about future growth risk, allowing time for precise preventive measures. Nevertheless, interest rates and inflation as risk divers have consistently minimal impacts. Third, the heterogeneity impulse response function of GDP-at-risk suggests that quantity-based monetary policy and fiscal policy can manage economic downside risks in the short run. In contrast, price-based monetary policy can curb economic overheating and reduce downside risks in the medium to long term. Therefore, the effect of price-based monetary policy is more sustainable in China.</p></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"147 ","pages":"Article 103150"},"PeriodicalIF":2.8,"publicationDate":"2024-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141962878","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}