The analysis of the dynamics of the Russian economy using the output gap indicator

In this paper we estimate the indicator output gap for the Russian economy in 2000–2015 using univariate and multivariate versions of the Hodrick–Prescott filter and the Kalman filter for the model of unobserved components (taking into account the Phillips curve). The calculation results show a slowdown of potential output after 2014.     

In search of the Phillips curve for India

The economics literature suggests that the Phillips curve is nonexistent in India. This study finds that supply shocks, namely droughts and oil crises, and the liberalization-policy shock of the early 1990s are the main reasons for the absence of the Phillips curve in India. Once I account for these shocks by reconstructing the data of inflation and the output gap in crop year instead of fiscal year, and move to the industrial sector, the Phillips curve emerges in the conventional fashion. Thus, the short-run tradeoff between inflation and industrial output is still possible in India, as it is in other developed economies.     

THE SOUTH AFRICAN PHILLIPS CURVE: HOW APPLICABLE IS THE GORDON MODEL?

Is there a Phillips curve relationship present in South Africa and if so, what form does it take? Traditionally the method to establish whether or not there is a relationship between the output gap and the change in inflation is merely to regress the latter on the former. This yields the well‐known augmented Phillips curve. However, Gordon has argued that this specification of the Phillips curve produces biased results. Instead, he puts forward and estimates successfully for several industrialised countries his so‐called triangular model that tests for hysteresis and inertia in the behaviour of inflation, as well as the impact on inflation of changes in the output level. This paper considers whether or not Gordon's triangle model is applicable to South Africa, i.e. are hysteresis and inertia present in South Africa? In addition, in an attempt to find a better estimation of the output gap, the paper also experiments with alternative ways to estimate the long‐run output level, including the standard HP‐filter, as well as a production function approach.     

Multivariate model-based gap measures and a new Phillips curve for China

This paper examines empirically the Phillips curve relationship for the Chinese economy. We use quarterly data that go back to 1978 and employ a multivariate rather than univariate method in the construction of gap measures for inflation, money and output jointly with reliable error bands. Our empirical results show that the inflation gap and the output gap fit a New Phillips curve very well. We also find some structural change in the inflation–output trade-off.     

Revisiting the Phillips curve for Indonesia: What can we learn from regional data?

This study seeks new empirical evidence of the Phillips curve in Indonesia, an emerging and geographically diversified economy. There are three important contributions from this research. First, applying panel econometric method to exploit regional variation, the study resolves the issue of using on-target national inflation rates that potentially causes weakening inflation-output link. Second, the research examines the relevance of mining industry for output gap measurement at regional level. Third, it highlights the differences in the Phillips curve between the west and east regions owing to their different underlying economic structures. Our estimation using regional data support the validity of the Phillips curve relationship in Indonesia. Backward-looking inflation expectations, exchange rate dynamics and international prices also significantly affect inflation. In addition, the effect of output gap on inflation is larger if the mining sector is excluded from output gap measurement. Finally, we find apparent differences between the west and the eastern regions in the slope of Phillips curve, as well as in the degree of inflation persistence and exchange rate pass-through. The results are robust to alternative specification. Our study adds significantly to the empirical literature on the Phillips curve and have meaningful policy implications.     

论中国可接受的产出缺口区间与宏观经济走势

2008年中国经济增长步伐明显放缓,中国经济已步入收缩期。在全球金融动荡的背景下,分析中国当前的宏观经济形势与近期走势、及时调整经济政策具有重要的现实意义。文章构建状态空间模型进行Kalman滤波,估算我国1978—2008年的潜在产出与产出缺口,分析我国经济长期增长趋势、可接受的产出缺口区间与可接受的经济增长区间,据此对2009年经济走势进行预测并提出相应的政策建议。     

The Chinese Phillips curve – inflation dynamics in the presence of structural change

This paper models inflation dynamics in China from 1987 to 2014 using a Phillips curve framework. The Phillips curve is generally estimated under the assumption of linearity and parameter constancy. The existence of structural breaks in China’s inflation dynamics make standard linear models inappropriate tools for analysis however. Our results find that the Chinese Phillips curve is characterised by a non-linear relationship. The inflation/output relationship takes the form of a concave curve. This suggests that changes in the level of output effect inflation in China more strongly in periods when output is operating below its potential but the relationship is weaker when output is operating at or above potential. Based on these findings, the People’s Bank of China (PBC) could consider output cost and policy response on a case-by-case basis depending on the level of output in relation to potential.     

Re‐Examining the Role of Structural Change and Nonlinearities in a Phillips Curve Model for South Africa

Although studies generally find evidence of a Phillips curve‐type relationship in South Africa, uncertainty remains about the relevance of the model over a relatively long sample period, and whether conventional output gap measures are suitable proxies for demand pressure. This paper reviews research which shows that the Phillips curve model prevails over an extended sample, provided that the benchmark specifications include major structural changes in the balance‐of‐payments and labour market, and account for shifts in the root causes of inflation. When this is done, a linear specification with an output gap in levels correctly predicts the non‐trended inflation pattern over the period 1971(Q1)–1984(Q4), whereas a piecewise concave curve with an output gap in growth rates accurately forecasts the decelerating inflation pattern during 1986(Q1)–2001(Q2). A novel feature of the concave model is that it remains statistically robust and structurally stable when it is estimated until 2015(Q4). The concave model imparts a disinflationary bias, which suggests that monetary policy should be more expansionary during downswing phases of the business cycle and neutral during upswing phases. The analysis also considers how the shape of the Phillips curve might change if the balance‐of‐payments constraint on demand is relaxed in a significant way.     

Estimating the Output Gap in a Changing Economy

Univariate filters used in output gap estimation are subject to criticism as being purely statistical and having no economic content. The information content of the output gap measures estimated by standard multivariate filtering techniques, on the other hand, can be distorted because of the possibly unrealistic restriction that system parameters stay constant over time. In this study, we seek to address these shortcomings by proposing an output gap estimation method that takes into account changing economic relations. We employ a nonlinear time series framework along with the extended Kalman filter, in which economic content is used by inflation and output gap dynamics and the parameters are allowed to be time varying. We use the Turkish economy as a laboratory to show that our method provides useful results, both in terms of the properties of output gap estimates and for the assessment of change in macroeconomic dynamics.     

Economic Globalization and Inflation in China: A Multivariate Approach

This paper evaluates whether globalization has increased the role of global factors in driving inflation in China. Unlike other published studies on the relationship between globalization and inflation, which mostly use Phillips curve models, this paper uses multivariate dynamic models to examine the dynamic interactions between globalization and inflation in China. Empirical results with quarterly data spanning from 1995 to 2012 show that the global output gap significantly affects the dynamics of inflation in China. In particular, the global output gap is superior to the domestic output gap in predicting domestic inflation. Impulse response and variance decomposition analyses reinforce this finding. Our results indicate that the central bank of China should take developments in global output into account in its monetary policy‐making process.     

Output gaps and inflation in Mainland China

We estimate output gaps using three methods for Mainland China on annual data spanning 1982–2003. The estimates are similar and appear to co-move with inflation. Standard Phillips curves, however, do not fit the data well. This may reflect the omission of some important variable(s) such as the effect of price deregulation, trade liberalisation and/or changes in the exchange rate regime. We re-estimate the Phillips curves assuming that there is an unobserved variable that follows an AR(2) process. The modified model fits the data much better and accounts for some of the surprising features of the simple Phillips curve estimates.     

Estimating Asymmetric Output Cost of Lowering Inflation for Australia

The purpose of this paper is to estimate the output cost associated with lowering inflation for Australia. The paper is particularly motivated by a strand of theoretical and empirical evidence in the literature suggesting nonlinearity in the output-inflation relationship, namely, a nonlinear Phillips curve. To accommodate this potentially important departure from linearity, a vector autoregression (VAR) model of output, inflation, and the terms of trade is augmented with logistic smooth transition autoregression specifications. My empirical results indicate that the model captures the nonlinear features present in the data well. Based on this nonlinear approximation, the output costs for reducing inflation are found to vary, depending critically on the state of the economy, the size of intended inflation change, and whether policymakers seek to disinflate or prevent inflation from rising. This implies that inferences based on the conventional linear Phillips curve may provide misleading signals about the cost of lowering inflation and thus the appropriate policy stance.     

Inflation in South Africa: An Assessment of Alternative Inflation Models

We consider the relative empirical performance of a range of inflation models for South Africa. Model coverage is of Phillips curve, New Keynesian Phillips curve, monetarist and structural models of inflation. Our core findings are that the single most robust covariate of inflation is unit labour cost. We further decompose unit labour cost into changes in the nominal wage and real labour productivity. The principal association is a strong positive relationship between inflation and nominal wages, while improvements in real labour productivity report only a relatively weak negative association with inflation. Supply‐side shocks also consistently report an association with inflation. As to demand‐side shocks, the output gap does not return a robust statistical association with inflation. Instead, it is growth in the money supply and government expenditure which return robust and theoretically consistent associations with inflationary pressure.     

MODELLING INFLATION IN SOUTH AFRICA: A MULTIVARIATE COINTEGRATION ANALYSIS

We employ an expectations augmented Phillips curve framework to investigate the link between inflation, unit labour costs, the output gap, the real exchange rate and inflation expectations. Using multivariate cointegration techniques, we find evidence consistent with mark‐up behaviour of output prices over unit labour costs. Most importantly, we find that the mark‐up in the South African economy is much higher than in the U.S. For South Africa we find a markup of about 30 per cent: three times as high as the 10 per cent markup found for the U.S.     

The gain from commitment in a two-country economy with inflation persistence

In recent years, the worldwide inflation rate appears to be converging to a low stable level. Moreover, the Phillips curve is flattening in many countries. These facts indicate that the output gap fluctuations associated with inflation persistence in one country influence other countries and suggest that the central bank consider the effect of inflation persistence on the real economy in an open economy framework. The objective of this paper is to explore optimal monetary policy in a two-country economy with inflation persistence. To consider the case in which inflation persistence is present in both countries, we assume that a fraction of firms that change their prices follows the rule-of-thumb pricing rule. In this case, the new Keynesian Phillips curve (NKPC) in each country becomes flatter as the fraction of firms employing the rule-of-thumb pricing rule increases in both countries. Our results show gains from commitment in a two-country economy with inflation persistence. This paper addresses that the presence of a severe deflationary bias is the main source of the large gain from a commitment policy in a two-country economy with inflation persistence.     

Inflation and Business Cycle Convergence in the Euro Area: Empirical Analysis Using an Unobserved Component Model

The literature on optimum currency areas states that large inflation differentials can undermine monetary union. In the euro area, inflation rates diverged after the creation of the single currency, but started to converge again from mid-2002. Against this background, we assess the convergence of inflation rates and business cycles and study the relationship between them. The analysis is made using an unobserved component model estimated with the Kalman filter. In general, from 1980 to 2008 inflation rates and business cycles became more aligned in the euro area, but inflation rates converged more quickly than business cycles. The output gap is found to be a better indicator of the business cycle than unit labour cost when studying convergence. By looking at the causality between the convergence of inflation and output gap, it is found that inflation divergence has a limited destabilising economic impact.     

Do professional forecasters apply the Phillips curve and Okun's law? Evidence from six Asian-Pacific countries

Using survey data from six Asian-Pacific countries, we report that professional forecasters apply the wage Phillips curve, the price Phillips curve, and Okun's law when forecasting macroeconomic variables. This result is robust when using time-varying coefficients, different forecast horizons and when taking business-cycle asymmetries into account. The results also suggest that the confidence in macroeconomic relationships was more pronounced during the economic crisis 2007–2009 and when looking at longer forecast horizons.     

Estimation of bubble dynamics in the Chinese real estate market: a State space model

This paper analyses the existence of a bubble in the Chinese real estate market and examines its driving factors with a state-space model. The model considers macroeconomic and real estate time series variables as inputs and employs a Kalman filter to obtain an estimated fundamental price using demand and supply for Chinese real estate. We then measure the deviation between actual and estimated fundamental real estate prices to test for the existence of a bubble. We find evidence for the existence of a bubble especially post 2010, when the deviation ratio is found to be significantly higher with a peak of 80% in 2012. Our estimation of overvaluation is generally much higher than in other studies.     

Inflation-Output Trade-Off in South Africa: Is the Phillips Curve Symmetric?

This study sets out to investigate whether the inflation-output trade-off in South Africa is symmetric or asymmetric; and if asymmetric, whether it is convex or concave. A New Keynesian dynamic stochastic general equilibrium model calibrated on South African data reveals that a negative demand shock reduces inflation and output while a positive demand shock of the same magnitude leads to a smaller increase in inflation and a larger increase in output, indicating that the inflation–output relationship in the country is concave asymmetric. These findings corroborate estimation results of the inflation-expectations augmented Phillips curve conducted using difference GMM on quarterly data.     

Measuring Potential Output for the South African Economy: Embedding Information About the Financial Cycle

Borio et al. show that information embedded in the financial cycle can serve to improve measures of potential output and output gaps. They show that incorporating information on the financial cycle yields measures of potential output and output gaps for the United States, United Kingdom and Spain that are estimated more precisely and are more robust in real time. With its well‐developed financial markets and relatively open capital markets, the South African economy is potentially susceptible to the build‐up of the sort of financial imbalances that characterised the recent financial crisis. Using the framework developed in Borio et al., a finance‐neutral measure of the output gap is estimated for South Africa. The traditional Hodrick–Prescott filter is extended to incorporate information on credit and property prices. Including financial cycle proxies result in output gaps that are estimated more precisely and are more robust to data revisions and the arrival of new data points (i.e. estimated output gaps are more robust in real time), while also reflecting the impact of financial variables on economic activity. As such, the estimated finance‐neutral output gap seems to represent a more appropriate measure on which to base monetary policy decisions.