The time-varying characteristics of the Chinese financial cycle and impact from the United States

ABSTRACT

Although there have been many empirical studies about the financial cycle since the financial crisis of 2008, few have analysed the structural changes in the Chinese financial cycle over time. The Chinese financial development process is short, and it is difficult to obtain accurate results on the measurement of the financial cycle. Based on wavelet analysis, this paper analyzes the time-varying characteristics of the Chinese financial cycle and the relationship between the financial and business cycles. In addition, we measure the impact from the United States. This paper draws three conclusions. Firstly, in terms of the characteristics of cycles, the existence of Chinese business cycle and financial cycle is proved, while the credit cycle, leverage cycle, stock market cycle and property cycle are quite different. Specifically, China has a 5.8-year credit cycle, an 8-year stock market cycle, 3.4-year and 12-year business cycles and a 15-year leverage cycle. Secondly, the financial cycles can serve as leading indicators of the business cycle, though the relationships between them are change overtime. Finally, the United States has a significant impact on the Chinese financial cycle with a ‘decoupling-recoupling’ effect, which is mainly reflected in the leverage cycle and the stock market cycle.     

Equilibrium real interest rates and the financial cycle: Empirical evidence for Euro area member countries

We estimate the equilibrium real interest rate for nine Euro area member countries and the Euro area as a whole using quarterly data from 1995 to 2015. We expand the standard model of estimating real equilibrium interest rates to incorporate the financial cycle for the private sector. We show that adding the financial cycle indeed alters the equilibrium real interest rate estimates and, in line with previous studies, that there is a fall in the equilibrium real interest rate over time. Our results indicate that in most member countries the real rate is lower than its equilibrium level. Hence, they should not worry about secular stagnation now. This is because secular stagnation is likely to occur when real interest rates are higher than their equilibrium levels. This result can serve as a starting point for further research in this field, e.g. by adding public sector financial cycles or disentangling the roles of households, corporations and the government.     

Global financial cycle and Brazil’s financial integration

ABSTRACT

Recent studies have discussed the influence of the global financial cycle on capital flows to emerging and developing countries. This paper evaluates the relationship between the greater degree of financial integration, and macroeconomic performance over the last two decades in Brazil. The literature has highlighted the Brazilian experience as being paradigmatic among emerging countries regarding the relationship between financial integration and regulation of capital flows to deal with boom and bust cycles. Methodologically, we employ a vector autoregressive model with error correction that allows us to evaluate the cointegration between the variables. Our main hypothesis is that a greater degree of financial integration is associated with negative developments in variables such as gross domestic product, country risk, interest rates, and exchange rate volatility. In addition, this study presents a further contribution by observing the existence of the interaction between the consequences of financial integration and the global financial cycle. More specifically, we found that: (i) an increase in the degree of financial integration generates deeper effects in downward periods of the global financial cycle; and (ii) a decline in that cycle generates greater impacts when a higher degree of financial integration is present.     

The Role of Productivity and Financial Frictions in the Business Cycles of a Small Open Economy: Hong Kong 1984–2011

This paper analyzes the business cycle properties of the Hong Kong economy during the 1984–2011 period, which includes the financial crisis experienced in 1997/98 and the economic crisis of 2008–2010. We show that the volatility respectively, of output, of the growth rate of output and of real interest rates in Hong Kong are higher than the corresponding average volatility among developed economies. Furthermore, interest rates are countercyclical. We build a stochastic neoclassical small open‐economy model estimated with a Bayesian likelihood approach that seeks to replicate the main business cycle characteristics of Hong Kong, and through which we try to quantify the role played by exogenous total factor productivity (TFP) shocks (transitory and permanent), real interest rate shocks and financial frictions. The main finding is that financial frictions, jointly with the assumption that the country spread is endogenous, seem important in explaining the countercyclicality of the real interest rates.     

Learning by doing,organizational forgetting,and the business cycle

This paper supplements a learning-by-doing real business cycle model with endogenous organizational forgetting. Empirical evidence shows that the accumulated experience decay rate is not constant over the business cycle, but that forgetting is a function of economic activity. Learning reinforces the effects of productivity shocks, and organizational forgetting exacerbates their impact and increases their persistence. This is of particular interest when a negative productivity shock hits the economy, as the increasing speed of forgetting aggravates the negative shock and delays recovery.     

Volatility spillovers and the global financial cycle across economies: Evidence from a global semi-structural model

The paper provides some evidence on the relevance of global uncertainty and risk aversion and the lesser importance of US interest rates for the global financial and business cycles. As framework, we use a global semi-structural model augmented with financial and trade interlinkages. Financial interlinkages are modelled with proposed global uncertainty, global risk aversion and global financial cycle channels. Trade interlinkages are modelled with proposed value-chain trade equations. We find that global uncertainty and global risk aversion are, by far, the main volatility factors in all economies. Other volatility factors such as US interest rates, foreign interest rates and trade-related factors rarely explain shares of forecast error variance above one percent.     

Monetary business cycle accounting

This paper investigates the quantitative importance of various types of distortions for inflation and nominal interest rate dynamics by extending business cycle accounting to monetary models. Representing various classes of real and nominal distortions as ‘wedges’ in standard equilibrium conditions allows a quantitative assessment of those distortions. Decomposing the data into movements due to these wedges shows that distortions generating movements in TFP and wedges in equilibrium conditions for asset markets are essential. In contrast, wedges capturing the effects of sticky prices play less important role. These results are robust to alternative implementations of the accounting method.     

The Interaction of Financial Fragility and the Business Cycle in Determining Banks’ Loan Losses: An Investigation of the Italian Case

The Basel II capital accord and the recent crises have fostered the debate over the financial stability of the aggregate banking sector. Because loan losses are an important factor for banking stability, this paper aims to gauge the impact of real and financial fragility on default losses of Italian banks. To this end the ratio of non‐performing loans to total loans is regressed on the business cycle and indebtedness. In addition, to capture the joint effect of real and financial fragility, the analysis considers an interaction term, which to our knowledge has never been applied before to Italian default data. Based on the interaction model, results show that the actual impact of financial fragility on default losses depends not only on the business cycle phase but also on the firm's size, whereby in adverse economic conditions, small firms are more significantly affected by financial fragility.     

Financial Deregulation and the Monetary Transmission Mechanism

Major changes to the Australian financial system in the 1980s may possibly have influenced the effects of monetary policy on economic activity. Using vector autoregressive econometric techniques we find that the deregulation of the financial system has made very little difference to the reduced form relationships among interest rates, employment growth, inflation and the growth rate of real credit. We find that interest rates are an important determinant of the business cycle, with credit being much less significant. We also find that monetary policy reacts to unexpected movements in real variables but does not react to surprises in the inflation rate.     

The stylised facts of Australia's business cycle

This paper reassesses the ‘stylised facts’ of Australia's contemporary business cycle, by calculating select moments of the cyclical components in quarterly postwar macroeconomic data. In particular, the robustness of the cross-correlation sample moments to the detrending procedure are considered, using both the Hodrick-Prescott (1980) detrending procedure and the unobserved components model developed by Harvey (1985, 1989). The results presented show that under both detrending methods, the anticipated cross-correlation between output and the important real business cycle variables are supportive of the basic real business cycle model for Australia, with one or two exceptions, the most important of which is the behaviour of the real interest rate.     

The business cycle in a financially deregulated context: Theory and evidence

This article proposes Minsky's financial instability hypothesis (FIH) as a theoretical underpinning for a three‐regime business cycles model. Further, it is argued that the development of the FIH for open, developing economies (FIH‐ODE) provides a better understanding of the performance of business cycles in these economies, particularly during the last two decades. In support of these claims, a three‐regime autoregressive Markov switching model is estimated from 1980q1 to 2000q4 to Mexico's quarterly real GDP to investigate its business cycle behaviour. The estimated probabilities of the high and medium growth regimes suggest, for example, that after the financial liberalisation programme was fully launched, in the late 1980s, the economy shifted from the regime of medium to high growth (and vice versa) swiftly, reflecting its dependence on capital flows. Furthermore, the estimated parameters indicate that the average length of the business cycle has not changed.     

Public investment and regional business cycle fluctuations in Japan

This article examines the relationship between public investment and regional business cycle fluctuations in Japan. In particular, we focus on the effects of ‘discretionary’ changes in public investment, a portion of investment unrelated to the current state of macroeconomic circumstances. The empirical results show that such portions of public investment amplify regional business cycle fluctuations.     

Financial systems and the cost channel transmission of monetary policy shocks

We study the role of financial systems for the cost channel transmission of monetary policy in a calibrated business cycle model. We characterize financial systems by the share of bank-dependent firms and by the degree of the pass-through from policy to bank lending rates, for which we provide empirical estimates for the euro area and the US. For plausible calibrations of the dynamics of the lending rate we find that the cost effects directly related to interest rate movements have only a limited effect on the transmission mechanism.     

Cyclical behavior of the financial stability of eurozone commercial banks

In light of the financial crisis and the European sovereign debt crisis, we investigate the cyclical behavior of the financial stability of banks of the Eurozone, using an unbalanced dynamic panel of 722 commercial banks covering the period 1999–2013, and the generalized method of moments system. We find a negative relationship between business cycle and bank risk-taking, indicating that financial stability is procyclical. In addition, the study shows that lending activity increases risk-taking while rising capital requirements boost financial stability. Moreover, our findings suggest positive co-movements between the business cycle and lending, compared to bank's capital, whereby the procyclicality of lending and bank capital have negative effects on the financial stability of commercial banks in the Eurozone. We notice then that the cyclical behavior of commercial banks, in terms of capital requirements and lending activities, depends on their size. Therefore, lending and capital of smaller banks are procyclical while lending and capital of larger banks are countercyclical. Finally, we find the Troika institutions’ bailouts programs significantly impacted banking stability in the Eurozone.     

Elections, exchange rates and reform in Latin America

In this paper, we study the link between real exchange rate (RER) depreciation and elections in Latin America. Our contribution is threefold. First, we employ a statistical model that takes into account the pervasive conditional heteroskedasticity found in financial data and includes a wide range of macroeconomic variables as regressors. Second, we test whether the wave of central bank reform that swept the region has had any effect on the existence or strength of the electoral cycle in exchange rates. Third, we test an additional hypothesis, namely, that financial liberalization may also be an important variable explaining changes in electoral effects on the real exchange rate. In a panel of 9 Latin American countries with available macroeconomic data and a history of exogenous election dates, we confirm the previous findings that real depreciation intensifies after elections even when modeling the significant conditional heteroskedasticity in these data. We also show, for the first time in the literature, that post-election exchange rates are significantly less predictable. We go on to test whether central bank reform has influenced the way in which elections affect the RER in Latin America. If reform has been effective at reducing political manipulation of the exchange rate, then any relationship we see between elections and the RER before central bank reform should be mitigated in the post-reform era. We find that the relationship disappears after reform and that post-reform real exchange rates are also significantly less volatile. Finally, we show that financial liberalization seems to have a stronger effect on the conditional variance of the RER than does central bank reform, but reform has a stronger impact on the conditional mean.     

Real wages and the business cycle in Germany

This article establishes stylized facts about the cyclicality of real consumer wages and real producer wages in Germany. As detrending methods, we apply the Beveridge–Nelson decomposition, the Hodrick–Prescott filter, the Baxter–King filter, and the structural time series model. The detrended data are analyzed both in the time domain and in the frequency domain. The great advantage of an analysis in the frequency domain is that it allows to assess the relative importance of particular frequencies for the behavior of real wages. We propose to use the phase angle as a suitable measure to get detailed information about the correlation and the lead–lag behavior of real wages relative to GDP at different frequencies. In the time domain, we find that both real wages display a procyclical pattern and lag behind the business cycle. In the frequency domain, the consumer real wage lags behind the business cycle and shows an anticyclical behavior for shorter time periods, whereas for longer time spans a procyclical behavior can be observed. For the producer real wage, however, the results in the frequency domain remain inconclusive.     

Tracking the US business cycle with a singular spectrum analysis

In this paper we resort to singular spectrum analysis to disentangle the US GDP into several underlying components of interest. The business cycle indicator yielded through this method is shown to bear a resemblance with band-pass filtered output, and our results suggest it possesses better revision performance than other commonly applied filters.     

Models to date the business cycle: The Italian case

The problem of dating the business cycle has recently received many contributions, with a lot of proposed statistical methodologies, parametric and non-parametric. In general, these methods are not used in official dating, which is carried out by experts, who use their subjective evaluations of the state of economy. In this work we try to apply some statistical procedures to obtain an automatic dating of the Italian business cycle in the last 30 years, checking differences among various methodologies and with the ISAE chronology. The purpose of this exercise is to verify if purely statistical methods can reproduce the turning points detection proposed by economists, so that they could be fruitfully used in official dating. To this end parametric as well as non-parametric methods are employed. The analysis is carried out both aggregating results from single time series and directly in a multivariate framework. The different methods are also evaluated with respect to their ability to timely track (ex post) turning points.     

Financial cycles in asset markets and regions

This paper provides a comprehensive analysis of financial cycles in asset markets and regions. Using a large sample of 38 advanced and emerging economies to enable a comparative assessment, the analysis conforms with the prevailing literature pertaining to the characterization of financial cycles in advanced economies, but finds that equity market cycles in emerging market economies (EMEs) in Asia, Latin America, and Eastern Europe may be a more useful gauge of the financial cycle compared to cycles in credit and property markets. Similar to more advanced economies, it is found that financial and business cycles in emerging economies are synchronized, albeit partially and with some cross-country heterogeneity. This underscores the importance for policy makers to be vigilant of interlinkages between real and financial sectors, pointing toward a need for carefully designed macroprudential policies. Finally, it is found that financial cycles in emerging markets remain vulnerable to global risk aversion in financial markets and spillovers from the US, thereby reinforcing the importance of continuing to strengthen domestic macroeconomic fundamentals, and develop further local financial sectors through targeted structural reforms.     

FINANCIAL RISK AND UNEMPLOYMENT

There is a strong correlation between corporate interest rates, their spreads relative to Treasuries, and the unemployment rate. We model how corporate interest rates affect equilibrium unemployment and vacancies, in a Diamond–Mortesen–Pissarides search and matching model. Our simple model permits the exploration of U.S. business cycle statistics through the lens of financial shocks. We calibrate the model using U.S. data without targeting business cycle statistics. Volatility in the corporate interest rate can explain a quantitatively meaningful portion of the labor market. Data on corporate firms support the hypothesis that firms facing more volatile financial conditions have more volatile employment.