Economic policy uncertainty and short-term financing: The case of trade credit

We examine the impact of economic policy uncertainty on trade credit. We document a decline (increase) in accounts payable, receivable, and net credit during periods of high (low) policy uncertainty and that firms react quickly to changes in uncertainty. The relation is long-term and holds after controlling for endogeneity, non-policy economic and political uncertainties, and the Great Recession. Industry competitiveness, proxied by firm market power, moderates the impact of economic policy uncertainty on trade credit. Uncertainty about monetary and fiscal policies, taxes, and regulations are the major drivers of trade credit changes. The reduction in trade credit during periods of increasing uncertainty can be explained by financial distress, constraints, and relation-specific investment channels.     

Do Chinese firms speculate during high economic policy uncertainty? Evidence from wealth management products

It has been well-documented that policy-related uncertainty has significant economic consequences. Studies show that US firms tend to delay investments and be conservative during periods of high economic policy uncertainty (EPU), but findings regarding Chinese firms suggest that they seem to act speculatively. This study examines the impact of policy uncertainty on firms' bank wealth management product (WMP) purchasing and helps better understand firm behaviour during high EPU. Using Chinese listed firms' bank WMPs purchasing data, we find that high EPU is associated with a higher probability of bank WMPs being purchased. Moreover, a 100% increase in EPU is associated with an 11.14% increase in average bank WMP holdings in the sample. We provide evidence that Chinese firms are not speculative, but prudent, and use bank WMP holdings to hedge the risk of policy uncertainty. Additionally, we show that financial constraints are the channels through which EPU affects bank WMP holdings.     

Does economic policy uncertainty drive the initiation of corporate lobbying?

Economic policy uncertainty (EPU) raises firms' incentives to lobby policymakers to access policy information and influence policy outcomes. Surprisingly, we find that non-lobbying firms are less likely to initiate lobbying during periods of heightened EPU. The evidence is consistent with our time-varying barriers hypothesis that entry barriers to lobbying increase with EPU. We verify that the negative effect of EPU on lobbying initiation arises through the channels of lobbying entry expenses and returns to experience. Furthermore, lobbying entry expenses are not large, implying that the returns to experience channel is likely a more serious barrier preventing non-lobbying firms from initiating lobbying. We also find that facing high lobbying entry barriers, non-lobbying firms go for alternative political activities, such as hiring politically connected directors.     

The Trade Credit Channel of Monetary Policy Transmission: Evidence from Nonfinancial Manufacturing Firms in Turkey

This study investigates the trade credit channel of monetary policy transmission in Turkey by using a large panel of corporate firms and includes detailed information on balance sheets and income statements of firms that regularly reported to the Central Bank of the Republic of Turkey during the period 1996-2008. The study suggests that the composition of external finance differs considerably across firm types based on size and export performance under tight and loose financial conditions. Small and medium-size manufacturing firms and firms with a low export share are less likely to have access to bank finance, especially in tight periods. In addition, financially constrained firms with limited access to bank finance (small, low-export-share firms) tend to substitute trade credits for bank loans more aggressively in tight periods as monetary policy tightens. The large volume of trade credit on firms' balance sheets and its positive response to contractionary monetary shocks imply that the trade credit channel might subdue the traditional credit channel of monetary transmission.     

Access to Institutional Finance and the Use of Trade Credit

I develop a conceptual framework for analyzing the effect of the availability of institutional loans on firms' demand for supplier (trade) finance. I test for the existence of credit constraints and their effect on corporate financing policies. My empirical results support the hypothesis that trade credit is taken up by firms as a substitute for institutional finance at the margin when they are credit constrained. Further, in line with studies on the credit channel of monetary policy transmission, I find an increased reliance on trade credit by financially constrained firms during periods of tight money.     

经济政策不确定性如何影响企业出口决策？——基于出口频率的视角

出口频率作为出口决策的重要一环,是企业出口扩张的新边际,也是出口变化的“晴雨表”。本文在随机存货模型的基础上,考察了经济政策不确定性对企业出口频率的影响及其传导渠道,并采用2000-2006年工业企业数据库与海关数据库的匹配数据进行实证检验,结果发现:目的国经济政策不确定性增加会显著降低企业出口频率,且这一影响存在部分惯性效应;经济政策不确定性通过贸易成本、存货成本和市场需求波动共同影响企业出口频率的中介效应十分显著,其中贸易成本是最重要的传导渠道,占比达到19%以上;如果进一步考虑目的国、产品和企业异质性,会发现出口目的国经济发展水平较高、出口产品为中间品和消费品的企业,其出口频率受经济政策不确定性的影响较小。因此,政府和企业应高度关注出口频率的变化趋势,合理应对经济政策不确定性对出口决策的外部冲击。     

Impact of Trade Credit on Firm Inventory Investment During Financial Crises: Evidence from Latin America

This paper studies whether trade credit is used as a substitute for bank credit in crisis periods in Latin America. The sample is composed of firms listed on the Argentine, Brazilian, and Mexican stock exchanges from 1994 to 2009. For the small firms, the substitution hypothesis was not rejected. However, this hypothesis was not confirmed homogeneously for all the firms during the crises. Unlike Brazilian and Argentine firms, Mexican firms use more cash reserves than trade credit. The big firms tend to use other financing sources. A pattern of trade credit use by sector has not yet been found.     

Economic policy uncertainty and leverage dynamics: Evidence from an emerging economy

We test capital structure adjustments under dynamic trade-off theory using the standard partial adjustment framework, in light of long- and short-run economic policy uncertainties (EPU). Analysing a sample of Indian firms listed on the National Stock Exchange (NSE500) for 2009 to 2018, we report a positive association between EPU and leverage but a negative association between EPU and speed of adjustment. An additional analysis indicates that the positive influence of long-run policy shocks on leverage is channelled through the growth prospects available to them. The leverage of firms in industries that are more sensitive to government subsidies reports a stronger positive association between the two variables both in the long and short run. Also, analysis using the suppliers of credit emphasizes that the increase in cost of debt drives the positive association between EPU and leverage for Indian firms. By delving into the mechanisms that impact the association between EPU and speed of adjustment, we find that the negative impact of EPU on leverage adjustments is moderated through the change in investments and the cost of debt only in the long run. The group affiliated firms display a strong positive association between EPU and leverage but a stronger negative association between EPU and speed of adjustment. Our results are robust across alternative measures of EPU, leverage, technique vis-à-vis endogeneity, large sample (4165 listed Indian companies) and heterogeneities based on firm size.     

Economic policy uncertainty and corporate financialization: Evidence from China

Using a quarterly sample of Chinese non-financial listed firms from 2007 to 2020, we find a U-shaped relationship between economic policy uncertainty (EPU) and corporate financialization. When economic policy uncertainty (EPU) is in an appropriate range, the increase of economic policy uncertainty (EPU) is unlikely to make firms increase financial assets investment. In contrast, the operational risk induced by too high economic policy uncertainty (EPU) will make firms more willing to invest in financial assets. Additionally, we show that the effect is more noticeable when firms are non-state-owned, have lower financing constraints, or are located in lower marketization regions. The results are robust after various specifications of variables, possible endogeneity issues, and sub-samples are considered.     

Economic policy uncertainty and corporate inventory holdings: evidence from China

We investigate the impact of economic policy uncertainty (EPU) on corporate inventory holdings in China over the period 2007–2017. We find that EPU leads firms to significantly reduce inventory holdings and this effect is particularly pronounced among non-state-owned enterprises. The adjustment of inventory holdings enhances firms’ operating and market performance consequently. In addition, firms with greater financial constraints or stronger external governance are more affected by EPU. Further exploration shows that EPU induces high precautionary cash holdings, which crowds out inventories. Our results illustrate that firms reallocate between inventories and cash to cope with uncertainty associated with economic policy changes.     

When to go abroad: economic policy uncertainty and Chinese firms’ overseas investment

We study how economic policy uncertainty (EPU) influences firms’ overseas investments for Chinese listed companies. We find a significant negative relationship between EPU and firms’ overseas investments after controlling for firm characteristics and macroeconomic variables. Chinese firms seem to reduce their overseas investments on fixed income securities when facing domestic policy uncertainty. The negative relationship is pronounced for financially constrained firms, firms relying on government subsidies and with low overseas revenues, and SOEs. Firms operating in high marketisation regions can mitigate the negative effect of EPU on firms’ overseas investments. Our results remain significant when considering endogeneity problems.     

Is U.S. economic policy uncertainty priced in China's A-shares market? Evidence from market,industry, and individual stocks

This paper is motivated by Bali, Brown, and Tang (2017) who find U.S. economic policy uncertainty (EPU) is priced in the cross-section of U.S. stock returns, and uses weekly data from March 2006 to April 2016 to study whether shocks in U.S. EPU also influence prices of China's A-shares from a market, industry, and individual stock perspective. Our methodology relies on an ARMA (1,1) model to extract shocks in the U.S. EPU series and a GARCH (1,1) model to examine how returns of China's A-shares respond to these shocks after controlling for business conditions proxied by term and credit spread in China. Generally, we find that shocks in U.S. EPU significantly and negatively explain returns of Chinese A-shares with a lag of one week. In addition, the market index containing small and growth stocks is more sensitive to shocks in U.S. EPU than the index containing big and value stocks. Furthermore, we find that firms in manufacturing, information technology, and media industries in China are more sensitive to shocks in U.S. EPU, while firms in agriculture and real estate industries respond less to shocks in U.S. EPU. Finally, China's A-shares which decline more in response to shocks in U.S. EPU have higher returns, smaller market capitalization, weaker operating profitability, higher asset growth, and better past year's cumulative returns. Overall, our findings show that investors in the Chinese A-shares market require a premium to hold stocks that are sensitive to shocks in U.S. economic policy uncertainty.     

Credit channel,trade credit channel,and inventory investment: Evidence from a panel of UK firms

In this paper, we use a panel of 609 UK firms over the period 1980–2000 to test for the existence of a trade credit channel of transmission of monetary policy, and for whether this channel plays an offsetting effect on the traditional credit channel. We estimate error-correction inventory investment equations augmented with the coverage ratio and the trade credit to assets ratio, differentiating the effects of the latter variables across firms more or less likely to face financing constraints, and firms making a high or low use of trade credit. Our results suggest that both the credit and the trade credit channels operate in the UK, and that the latter channel tends to weaken the former.     

Economic policy uncertainty and stock market activity: Evidence from China

The effects of various China economic policy uncertainty (EPU) indices on Chinese listed firms' stock price behavior are examined in this study. We find that the mass media in China-based index is the best indicator of stock price crash risk for Chinese A- or B-share listings, but the index based on independent Chinese media is better for H-share listings. Chinese firms face a greater risk of stock price crashes during high EPU periods, but for B-share listings this relationship becomes negative after more media coverage is considered. We follow Baker, Bloom, and Davis (2016) and construct an EPU measure for the Chinese economy based on a Chinese character search of newspapers. We compare our EPU index with the BBD index of Baker, Bloom, and Davis (2016), which is based on an English-language Hong Kong news source. We find that the BBD index is a reasonable proxy for China's EPU but that it omits some useful information. We further demonstrate that our EPU index predicts China's economic trends more effectively than the BBD index, particularly when based on mass media in China.     

Empirical investigation of changes in policy uncertainty on stock returns—Evidence from China’s market

This study finds evidence that a rise in economic policy uncertainty (EPU) leads to a decline in stock returns in Chinese market; however, a positive coefficient was observed in the lagged EPU as stock prices rebound. This phenomenon also holds true for a rise in uncertainty innovations in fiscal policy, monetary policy, trade policy and global policy. The evidence leads to conclude that policy uncertainty premiums should be priced into China’s stock prices. An escalation of U.S. policy uncertainty has a significantly harmful effect on Chinese stocks regardless of whether firms are stated own or listed on U.S. market.     

ECONOMIC POLICY UNCERTAINTY AND BOARD MONITORING: EVIDENCE FROM CEO TURNOVERS

We examine whether economic policy uncertainty (EPU) affects a board's chief executive officer (CEO) replacement decision. We find that high EPU reduces the likelihood of forced CEO turnover. Our results support the idea that performance assessment may be more difficult when uncertainty is high. We provide evidence that succession planning may be important to firms in reducing the effects of EPU, as firms with an identifiable heir apparent are not influenced by high EPU. Likewise, voluntary CEO turnovers are not affected by EPU. Overall, our results provide evidence that boards make personnel decisions in response to external macroeconomic pressures.     

Economic policy uncertainty,corporate investment decisions and stock price crash risk: Evidence from China

We examine the relationship between economic policy uncertainty (EPU) and stock price crash risk via the corporate investment in Chinese listed firms. Results show that higher EPU is associated with lower crash risk. Firms increase financial asset holdings and reduce overinvestment when EPU rises, leading to lower future crash risk. State-owned enterprises (SOEs) and firms with lower management incentives tend to reduce overinvestment, whereas non-SOEs tend to increase financial asset holdings. Thus, firms tend to be cautious in their investments when EPU is high, which reduces crash risk. Our study provides new insights into the validity of the Lucas critique in China.     

Policy uncertainty and peer effects: Evidence from corporate investment in China

This study investigates whether economic policy uncertainty (EPU) magnifies peer effects in corporate investment in China and the economic mechanisms through which EPU may act upon this property. We examine this relationship by analysing a large sample of publicly listed companies in China for the period of 2009–2019, adopting the peer-firm-average idiosyncratic stock return to capture exogenous variations in peer firms’ investment activities. We demonstrate that peer effects are stronger when EPU is increasing in intensity. We also find that high EPU magnifies peer effects by decreasing the accuracy of firms’ signals regarding their investment opportunities, asymmetrically impacting their capacity to acquire information and exacerbating managers’ career concerns. We further show that increased EPU magnifies peer effects only for underinvesting firms, causing underinvestment to persist and retarding recovery from an economic downturn. Our investigation provides original evidence of how EPU influences corporate investment decisions through peer effects, contributing to the continuing debate on the role of EPU and corporate investment efficiency by establishing that the adoption of consistent and transparent economic policies optimize returns on a company’s investments, especially during an economic downturn.     

Data breaches (hacking) and trade credit

This study examines the relationship between data breaches (hacking) and trade credit for U.S. firms. Employing a staggered difference-in-differences approach, we observe that breached firms face shorter payable periods from suppliers than the control group. Data breaches increase the operational risk of breached firms. Suppliers associate high information risk with breached firms. Our findings remain robust to alternative specifications and are more pronounced for firms with no in-house IT expertise and an increased number of stolen records. Overall, our findings suggest that supplier firms become more prudent with the extension of trade credit after data breaches.     

Economic policy uncertainty,institutional environments,and corporate cash holdings

We investigate the effect of economic policy uncertainty (EPU) on corporate cash holdings using a large sample of international firms. EPU intensifies concerns of investors on managerial self-dealing and political extraction. Consequently, the potential cost of cash holdings (i.e., expropriation) outweighs its benefit (i.e., precautionary motives), and the optimal amount of cash holdings decreases. We find supportive evidence that firms hold less cash when EPU is high. We further show that the market discounts excess cash holdings under high policy uncertainty, but this negative effect is mitigated by stronger investor protection, better freedom of press, and better government quality.