Dynamic response pattern of gold prices to economic policy uncertainty

Based on a time-varying parameter structural vector autoregression with stochastic volatility(TVP-SVAR-SV)model,the time-varying effects and country differences of economic policy uncertainty(EPU)on gold prices from August 2006 to December 2017 were examined.The results show that the effects of global economic policy uncertainty(GEPU)shock on gold prices change over time.The changes were positive during 2006-2008 and 2013-2017,while the impacts were negative during 2009-2012,implying that the efficiency of gold as a safe haven is not stable and depends on economic conditions.There are significant country differences regarding the impact of EPU on the price of gold,particularly during the international financial crisis,European debt crisis and Trump election.During the international financial crisis,EPU exerts a positive impact on gold prices in most countries.During the European debt crisis,the impact of EPU on gold prices is mainly negative in the examined countries.While during the Trump election,the impact displays positive and negative alternating in most countries.

The role of R&D and economic policy uncertainty in Sri Lanka’s economic growth

In this paper,we assess the role of investment in research and development(R&D)and economic policy uncertainty(EPU)in Sri Lanka’s economic growth experience.We do this by first determining which endogenous growth theories best explain the evolution of total factor productivity(TFP)in the country.Using historical time series data(1980–2018),we find that semi-endogenous growth theories best explain the evolution of TFP in Sri Lanka.This evidence suggests that R&D is critical to the country’s TFP expansion.We find that,through R&D,EPU has a crucial detrimental impact on TFP growth,although it is short-lived.Our findings are robust and have important implications for R&D investment and for moderating EPU.

Dynamic connectedness between stock markets in the presence of the COVID‑19 pandemic:does economic policy uncertainty matter?

This study investigates the dynamic connectedness between stock indices and the effect of economic policy uncertainty(EPU)in eight countries where COVID-19 was most widespread(China,Italy,France,Germany,Spain,Russia,the US,and the UK)by implementing the time-varying VAR(TVP-VAR)model for daily data over the period spanning from 01/01/2015 to 05/18/2020.Results showed that stock markets were highly connected during the entire period,but the dynamic spillovers reached unprecedented heights during the COVID-19 pandemic in the first quarter of 2020.Moreover,we found that the European stock markets(except Italy)transmitted more spillovers to all other stock markets than they received,primarily during the COVID-19 outbreak.Further analysis using a nonlinear framework showed that the dynamic connectedness was more pronounced for negative than for positive returns.Also,findings showed that the direction of the EPU effect on net connectedness changed during the pandemic onset,indicating that information spillovers from a given market may signal either good or bad news for other markets,depending on the prevailing economic situation.These results have important implications for individual investors,portfolio managers,policymakers,investment banks,and central banks.

Forecasting the volatility of EUA futures with economic policy uncertainty using the GARCH‑MIDAS model

This study investigates the impact of economic policy uncertainty(EPU)on the volatility of European Union(EU)carbon futures prices and whether it has predictive power for the volatility of carbon futures prices.The GARCH-MIDAS model is applied for evaluating the impact of different EPU indexes on the price volatility of European Union Allowance(EUA)futures.We then compare the predictive power for the volatility of the two GARCH-MIDAS models based on different EPU indexes and six GARCH-type models.Our empirical results show that the GARCH-MIDAS models,which exhibit superior out-of-sample predictive ability,outperform GARCH-type models.The results also indicate that EPU has noticeable effect on the volatility of EUA futures.Specifically,the forecast accuracy of the EU EPU index is significantly higher than that of the global EPU index.Robustness checks further confirm that the EPU index(especially the EPU index of the EU)has strong predictive power for EUA futures prices.Additionally,using the volatility forecasting methods that GARCH-MIDAS models combine with the EPU index,investors can construct their portfolios to realize economic returns.

Preventing crash in stock market:The role of economic policy uncertainty during COVID‑19

This paper investigates the impact of economic policy uncertainty(EPU)on the crash risk of US stock market during the COVID-19 pandemic.To this end,we use the GARCHS(GARCH with skewness)model to estimate daily skewness as a proxy for the stock market crash risk.The empirical results show the significantly negative correlation between EPU and stock market crash risk,indicating the aggravation of EPU increase the crash risk.Moreover,the negative correlation gets stronger after the global COVID-19 outbreak,which shows the crash risk of the US stock market will be more affected by EPU during the epidemic.

Raising capital amid economic policy uncertainty:an empirical investigation

This paper investigates how economic policy uncertainty affects firms’frequency and their choice of financial instruments to raise capital.By applying a three-step sequential framework over a sample of 6834 publicly listed US non-financial firms,we find that during periods of high economic uncertainty,firms raise capital more frequently with a preference toward debt financing.The empirical findings suggest that firms prefer debt financing over equity financing to avoid ownership dilution and high equity premia.The rise in leverage during periods of high economic uncertainty highlights the importance of scrutinizing policy tools used to stabilize the economy during such times.

Economic Policy Uncertainty,Heterogeneity of Executives and Enterprise Innovation

This study analyzes how economic policy uncertainty affects corporate innovation,and the moderating effects of executive heterogeneity.A threephase dynamic investment and financing model is first built to analyze the mechanism.Empirical analysis confirms that the increase in the degree of economic policy uncertainty promotes enterprise innovation.Further results show that this promotion effect is more significant in enterprises with male executives,low educational level,no financial experience and political background.Moreover,the positive impact is only found in enterprises with moderate executive ability,and the overconfidence of senior executives plays a positive regulating role in it.

The Influence of Economic Policy Uncertainty and Habit Formation on Rural Residents’ Consumption

Based on the household survey data of rural residents in 30 provinces(cities,districts)of China from 1995 to 2019,this paper constructs an econometric model of farmers’consumption behavior with habit formation and economic policy uncertainty,and makes an empirical analysis of farmers’consumption behavior by using sys-gmm estimation method.The results show that:since the reform and opening up,the changes of Chinese farmers’consumption behavior not only show excessive sensitivity to income changes on the whole,but also show a significant habit forming effect,and the existence of habit effect will reduce the impact of economic policy uncertainty on consumption;there is a large gap between regions,and the consumption in the western region is affected by the uncertainty of economic policy,the impact is greater.Therefore,the government should pay attention to the impact of economic shock on consumption,maintain the systematicness and stability of the policy,enhance the stability,continuity and accuracy of the policy,drive the development of the western region,build a long-term policy mechanism to promote the sustained and rapid increase of farmers’income,and further change farmers’consumption concept.

How Does Economic Policy Uncertainty Impact a Country's Position in Global Value Chains?

Economic globalization in the 21st century has been characterized by the rise and spread of global value chains(GVCs).It faces significant challenges due to increasing domestic and international policy uncertainty in the context of emerging mega risks like geopolitical tensions and climate change.This paper begins by constructing a theoretical model for an open economy to study how risk-averse firms make decisions regarding the sourcing of intermediate inputs in an uncertain environment.Our model solution proposes that firms will source fewer intermediate inputs from countries with more economic uncertainty.An increase in domestic and foreign uncertainty will have opposite impacts on a country's position in GVCs.In this sense,we argue that a country tends to move downstream along GVCs if its own economic policies become more uncertain,and it tends to move upstream with an increase in the uncertainty of its trading partner countries.Our regression analyses,based on data including the World Input-Output Database,World Development Indicators,the UN Comtrade database,and the Economic Policy Uncertainty Index,provide empirical support for this model-based conclusion.Our findings highlight that a nation must consider foreign economic policy uncertainty and maintain domestic policy stability to participate in GVCs.

Economic policy uncertainty and firms’investments in venture capital funds:Evidence from China

The latest business practice in the Chinese venture capital(VC)market involves the active participation of non-financial firms,as limited partners,in VC funds.Exploiting a unique hand-collected dataset from China,we find that economic policy uncertainty is positively related to the propensity of firms to participate in VC funds.Cross-sectional tests show that the positive effect of policy uncertainty on the likelihood of participating in VC funds is enhanced by industrial growth opportunities.Furthermore,economic consequence tests show that participating in VC funds is conducive to improving investment efficiency,increasing innovation performance and promoting product diversification.This study advances our understanding of firms’investment decisions and the VC industry development amid economic policy uncertainty.

State-owned Enterprises in China as Macroeconomic Stabilizers: Their Special Function in Times of Economic Policy Uncertainty

China has many state-owned enterprises(SOEs)and they have accounted for a large proportion of China's GDP over the last four decades.China's rapid growth contradicts literature that focuses on the inefficiency of SOEs.This study shows that,in periods of economic policy uncertainty(EPU),SOEs have performed a special function as"macroeconomic stabilizers."Using Chinese listed firm data from 2008 to 2019,we investigate five aspects of SOEs'unique functions as macroeconomic stabilizers:employment,investment,growth,financial operation,and expectations.When EPU increased,SOEs had more employment,higher investment expenditure,lower performance volatility,more robust financial structures,and more stable expectations than private firms.We employ the US-China trade war as an exogenous shock on EPU to conduct a difference-in-difference-in-differences approach to mitigate the problem of potentially omitted variables.The findings of this study provide a new perspective to better explain the functions of SOEs in the 21st century.

Economic Policy Uncertainty:Cross-Country Linkages and Spillover Effects on Economic Development in Some Belt and Road Countries

With the increase of economic environment uncertainty,it is of great importance to study the linkage and spillover effects of economic policy uncertainty among countries.Especially,this article selects eight countries along the Belt and Road as the core countries(China,Korea,Croatia,India,Russia,Greece,Pakistan,and Singapore)and four countries(Germany,France,Japan,and UK)as the peripheral countries,and then copula technique and mixed-frequency global vector autoregressive model are employed to analyze the correlation and the spillover effect of the economic policy uncertainty(EPU)for the twelve selected countries,respectively.The proposed empirical findings show clearly that the EPU correlation among the eight core Belt and Road countries is stronger and the spillover effect of the core countries to the peripheral countries is statistically significant.As a result,for harmonious and win-win development,the Belt and Road countries should pay a close attention to the EPU,because the stability of the EPU promotes greatly the economy development.

Does green growth in E-7 countries depend on economic policy uncertainty,institutional quality,and renewable energy?Evidence from quantile-based regression

Environmental degradation is one of the most debatable topics at international forums and it is considered a prime concern for the entire world.Therefore,researchers and policymakers have turned their attention from conventional economic growth to green growth.Although the existing literature has discussed several determinants of green growth,the impact of economic policy uncertainty(EPU),renewable energy consumption(RENE),and institutional quality(IQ)on green growth(GGDP)is relatively unexplored.Hence,this study is the earliest attempt to investigate the impact of EPU,IQ,and RENE on GGDP for emerging seven(E-7)countries from 1996 to 2019.In doing so,we apply panel quantile regression(PQR).The empirical findings delineate that EPU has a negative impact on GGDP,whereas IQ and RENE enhance the GGDP in E-7 countries.Based on the outcomes,this study suggests policy implications for achieving targets of the SDG 07,SDG 08,SDG 13,and SDG 16.The governments of these countries can achieve higher GGDP by ensuring political stability and reliable macroeconomic policies and through making such flexible policies that can easily control or address unpredictable future economic issues.

Economic policy uncertainty, credit risks and banks lending decisions: Evidence from Chinese commercial banks

Using data for Chinese commercial banks from 2000 to 2014, this paper examines the effects of economic policy uncertainty(EPU) on banks' credit risks and lending decisions. The results reveal significantly positive connections among EPU and non-performing loan ratios, loan concentrations and the normal loan migration rate. This indicates that EPU increases banks' credit risks and negatively influences loan size, especially for joint-equity banks. Given the increasing credit risks generated by EPU, banks can improve operational performance by reducing loan sizes. Further research indicates that the effects of EPU on banks' credit risks and lending decisions are moderated by the marketization level, with financial depth moderating the effect on banks' credit risks and strengthening it on lending decisions.

Economic policy uncertainty and executive turnover

This paper examines whether economic uncertainty increases executive turnover.The negative perception perspective and business change theory suggest that executives are more likely to leave their jobs during periods of corporate distress.However,the additive effects of internal and external risk are thought to prompt firms to carefully consider executive turnover,thereby reducing the likelihood of executive changes.Based on the literature,we propose a checkand-balance hypothesis for the relationship between external uncertainty and executive change,according to which the optimal superposition of the internal and external risks stemming from increased external uncertainty would be to avoid a wave of executive departures.Using a sample of Chinese A-share listed companies from 2010 to 2019 and the China economic policy uncertainty index of Baker et al.(2013),we examine the impact of economic policy uncertainty on executive turnover and our results support the check-and-balance hypothesis.Our findings enhance our understanding of how economic policy uncertainty affects executive turnover,and enrich the literature on corporate risk management and strategic management.

Foreign direct investment and economic policy uncertainty in China

The trend of foreign direct investment(FDI)in China has switched from inflow to outflow following the rapid economic growth dur-ing the past several decades.Stimulated by government policies,in recent years China’s firms have actively sought overseas invest-ment opportunities.This paper examines the relationship between economic policy uncertainty(EPU)and cross-border cap-ital flow decisions for listed firms in China.Our findings demon-strate that EPU originating from China does not seem to dissuade FDI inflow into China,but it does curtail FDI outflow from the country.It appears that government policies and the uncertainty the policies bring are deterministic for FDI.

Is economic policy uncertainty a major fluctuation factor?Based on a new mixed identification method

To investigate to what extent economic policy uncertainty affects China’s macroeconomic fluctuations,we construct a mixed identification scheme that combines some regular sign restrictions with zero restriction in a SVAR model,aiming to simultaneously identify economic policy uncertainty shocks and the three conventional structural shocks of demand,supply and monetary policy.The research shows that(1)economic policy uncertainty shocks,though not the major factor for economic fluctuations in China,exhibit characteristics similar to those of negative demand shocks with inflation effect obviously stronger than output effect;(2)in the full sample period,demand shocks are the primary driving factor for China’s economic fluctuations,followed by supply shocks;(3)supply shocks are the most important driving force behind inflation and monetary policy adds fuel to the flame,while economic policy uncertainty shocks exert obvious inhibition on inflation.The academic contribution of this paper is showing some robust empirical facts of economic policy uncertainty’s effects on macroeconomic fluctuations from the biggest developing country,and the policy implication of our research is to provide academic support for the decision of“macroeconomic policies should remain stable”.

Global Risk Appetite,US Economic Policy Uncertainties and Cross-Border Capital Flow

Based on the global asset portfolio model,this paper created a panel threshold model using EPFR fund data to empirically test the non-linear spillover effects of US economic policy uncertainties on cross-border capital flow for emerging economies.Our study led to the following findings:(1)When the level of global investor risk tolerance is high,rising US EPU will induce a capital inflow into emerging economies,as manifested in the“portfolio rebalancing effect.”When the level of global investor risk tolerance is below a critical threshold,this gives rise to risk aversion and emerging economies will experience net capital outflow,i.e.the“flight to quality effect”.(2)Equity fund investors have a lower risk tolerance threshold than bond fund investors.(3)According to our heterogeneity analysis,more attention should be paid to monitoring capital flow through actively managed funds,ETF funds,and retail investor funds.The economy should increase financial efficiency and economic resiliency to mitigate capital outflow pressures from the external environment.

Connectedness Among Economic Policy Uncertainties: Evidence from the Time and Frequency Domain Perspectives

This paper investigates the frequency connectedness among economic policy uncertainties of G20 countries using the novel frequency connectedness proposed by Barunik and Krehlik(2018)which can depict the dynamic connectedness not only over time but also across different frequencies.The empirical results obtained in this paper demonstrate that,firstly,the connectedness among economic policy uncertainties is significant,and the spillover effects during the financial crisis and the postfinancial crisis period are stronger than the pre-financial crisis period.Secondly,the United States,France,and Australia are the main net-transmitters of the economic policy uncertainty spillovers while Brazil,Italy,Mexico,and Russia act as the main net-recipients of the spillovers.Thirdly,the major international events may significantly enhance the spillover transmissions of economic policy uncertainty among different countries,thus increasing the magnitude of the total connectedness.Finally,the economic policy uncertainty spillovers are mainly transmitted in the short term,i.e.,1~4 months instead of longer time horizons in terms of the magnitude of the frequency connectedness measures.The findings of this paper not only have profound theoretical and practical significance but also provide several significant implications for the policymakers,supervision agents,international traders,and various investors.

Bayesian analysis of time‑varying interactions between stock returns and foreign equity flows

This study discusses the trading behavior of foreign investors with respect to economic uncertainty in the South Korean stock market from a time-varying perspective.We employ a news-based measure of economic uncertainty along with the model of time-varying parameter vector autoregression with stochastic volatility.The empirical analysis reveals several new findings about foreign investors’trading behaviors.First,we find evidence that positive feedback trading often appears during periods of high economic uncertainty,whereas negative feedback trading is exclusively observable during periods of low economic uncertainty.Second,the foreign investors’feedback trading appears mostly to be well-timed and often leads the time-varying economic uncertainty except in periods of global crises.Third,lagged negative(positive)response of net flows to economic uncertainty is found to be coupled with lagged positive(negative)feedback trading.Fourth,the study documents an asymmetric response of foreign investors with regard to negative and positive shocks of economic uncertainty.Specifically,we find that they instantly turn to positive feedback trading after a negative contemporaneous response of net flows to shocks of economic uncertainty.In contrast,they move slowly toward negative feedback trading after a positive response of net flows to uncertainty shocks.