Okun’s law revisited: a threshold in regression quantiles approach

This article proposes, for the first time, a threshold in regression quantiles approach to the analysis of Okun’s law. By applying to US data over the 1948Q1–2016Q4 period, we have three major findings. First, a single threshold is detected for both multiple and individual quantiles cases. However, the effect of threshold nonlinearity is only present in the middle to upper quantiles of the conditional unemployment distribution in the individual quantiles case. Second, the first-order autoregressive coefficients of unemployment are significantly larger in the lower-growth regime, indicating that shocks to unemployment appear to be more persistent during recessions. Finally, the Okun’s coefficients are all negative across the recessionary and expansionary regimes, confirming the validity of Okun’s law. Moreover, the Okun’s coefficients are smaller (more negative) in the lower-growth regime, suggesting that the effect of differenced output on differenced unemployment is asymmetric, and is more pronounced in recessions.     

Dynamic persistence in the unemployment rate of OECD countries

Previous studies use a variety of increasingly advanced unit root tests to determine whether Blanchard and Summers (1986) hysteresis theory of unemployment or the classical ‘natural’ rate theory of Friedman (1968) and Phelps (1967, 1968) is most relevant for a given country. However these tests all specify a unit root under the null hypothesis against a stationary alternative, such as in the paper by Lee and Chang (2008), making the two theories of unemployment mutually exclusive over the sample period. This paper moves away from this dichotomy by allowing for switches between hysteresis and the natural rate theory using the recently developed test of Leybourne, Kim and Taylor (2007). We find that in countries like the United Kingdom, the natural rate theory is detected in the post-World War Two period of stabilisation: the time leading up to the seminal works of Friedman and Phelps. Hysteresis is found over the First World War and Great Depression periods, and in the period from the 1970s; a time characterised by rising trade union power. We also compute numerical measures of persistence using grid-bootstrap estimates of the autoregressive parameter, following Hansen (1999).     

Asymmetry and Duration Dependence in Australian GDP and Unemployment

The periodic structure of business cycles suggests that significant asymmetries are present over different phases of the cycle. This paper uses markov regime-switching models with fixed and duration dependent trasition probabilities to directly model expansions, contractions and durations in Australian GDP growth and unemployment growth. Evidence is found of significant asymmetry in growth rates across expansions and contractions for both series. GDP contractions exhibit duration dependence implying that as output recessions age the likelihood of switching into an expansion phase increases. Unemployment growth does not exhibit duration dependence in either phase. Evidence is also presented that non-linearities in unemployment growth are well explained by the asymmetries in the GDP growth cycle. The analysis suggests that recessions are periods of rapid and intense job destruction, that Australian unemployment tends to ratchet up in recessionary periods and, in contrast to US and UK studies, that shocks to Australian unemployment growth are more persistent in recessions than expansions.     

IT'S ABOUT TIME: IMPLICATIONS OF THE PERIOD LENGTH IN AN EQUILIBRIUM SEARCH MODEL

Empirical evidence suggests that transitions between employment states are highly clustered around the first day of each workweek or month. I analyze the effect of this phenomenon by presenting an equilibrium search model in which the period length is a parameter determining the degree of clustering. Infinitesimally short periods result in a continuous‐time model with bilateral meetings, whereas longer time periods introduce the possibility of recall or simultaneity of job offers. In this environment, I show that the period length has a profound effect on equilibrium outcomes, including the unemployment rate, unemployment duration, and the cross‐sectional wage distribution.     

Quarterly US unemployment: Cycles,seasons and asymmetries

This paper documents three stylized facts for the quarterly unemployment rate in the United States. Firstly, unemployment is asymmetric over the business cycle, i.e. it rises sharply in recessions and it falls slowly in expansions. Secondly, its seasonal fluctuations are not constant across the two business cycle stages in the sense that there is less seasonality in recession periods. Thirdly, the effect of shocks to the unemployment rate in expansions seem transitory, while this effect is permanent in recessions. Some implications of these stylized facts for empirical macroeconomics and seasonal adjustment are discussed.     

Persistence and stochastic convergence of euro area unemployment rates*

This paper analyzes unemployment rates in the euro area (EA) countries to test for EA-related benefits and economic integration of the EA in the form of lower unemployment rates and unemployment rates convergence. We employ recently developed unit root tests with structural breaks and non-normal errors to analyze the persistence, test the stochastic convergence and locate structural break(s) in EA unemployment rates from 1995q1 to 2016q2. Our results imply a certain degree of unemployment hysteresis in the EA. Even though the results support the stochastic convergence of the majority of EA countries, we find that EA membership is not a sufficient condition for stochastic convergence. Nevertheless, EA-related breaks are followed by the periods of convergence to the EA11 average. Crisis-related breaks are followed by the periods of divergence. Although providing initial benefits, EA is not functioning as an optimal currency area.     

Inventory investment and financial constraints in the Italian manufacturing industry: A panel data GMM approach

Three large unbalanced panels of Italian manufacturing firms observed over the period 1991–2009 are employed to assess, by means of a dynamic GMM approach, whether the existence of financial frictions is suitable to explain deviations of inventories from their long-run path. A negative response of inventory investment to the presence of financial burdens might provide evidence of a significant role played by the financial framework in conditioning the real side of the economy, especially during recession years, when liquidity problems arise. The negative effect is found over the entire analyzed period, with firms' dimensional aspects accounting more than risk characteristics to explain the phenomenon, but the inclusion of recessionary dummies into the model leads to controversial and puzzling results. A significant recessionary effect is found during the Nineties, accounting for inventories being more sensitive to financial frictions during the main recessionary peaks, 1993 and 1996. The result is not confirmed by the most recent estimates, especially the ones referring to the 2008–2009 recessionary shock, whose effects are investigated for the first time by a paper addressing the inventory investment–financial constraints subject. Alternative hypothesis for the proposed results have been tested on data. Firms were found to rely on inventory decumulation to a lesser extent compared to the past, to generate internal financing. More specifically, disinvestments in financial assets were found to represent, as a matter of fact, one of the main drivers adopted to ease liquidity tensions: a negative and strongly significant relationship with inventory investment was detected, after controlling for short-run liquidity constraints at firm level. By contrast, only a weak negative relationship was established with fixed capital during the same recessionary biennium.     

Unemployment Hysteresis in the US States and the EU: A Panel Approach

This paper applies the panel unit root test proposed by Im, Pesaran and Shin (1997) to test for unemployment hysteresis in the US states and the EU countries against the alternative of a natural rate. The results show that hysteresis for the EU and the natural rate for the US states are the most plausible hypotheses.     

Macro-economic relativity: government spending,private investment and unemployment in the USA 1948–1998

This paper first explores how movements in Government spending and private capital investment can be related to changes in the unemployment rate of the USA between 1948 and 1988. The resulting model shows that there are very stable dynamic relationships between purely relative measures of these major macro-economic variables over this time; relationships that appear to continue into the post-1988 period and may help in understanding the differences in the investment–unemployment behaviour of the US economy before and after 1988.     

The Effect of Hysteresis on Fluctuations in Unemployment and Inflation when Inflation Expectations are Adaptive

The recent level of unemployment may affect the natural rate of unemployment. The implications of such an hysteresis effect for macroeconomic fluctuations is analyzed using a stochastic dynamic model. The greater the importance of an hysteresis effect, the more pronounced are fluctuations in unemployment and inflation. Complete hysteresis causes the economy to be unstable.     

Unemployment Hysteresis in Transition Countries: Evidence using Stationarity Panel Tests with Breaks

The authors test hysteresis versus the natural rate hypothesis in unemployment using panel data for transition countries covering the period 1991:1–2003:11. The advantages of the stationarity tests applied is that they exploit the cross-section variations of the series and, additionally, allow for a different number of endogenous breakpoints in the unemployment series. They do not impose independence on the panel members, so that the critical values are simulated based on their specific panel sizes and time periods. The findings stress the importance of accounting for exogenous shocks in the series and give support to the shifting natural-rate hypothesis of unemployment for all the countries analyzed.     

Unemployment Hysteresis in Australian States and Territories: Evidence from Panel Data Unit Root Tests

This article tests for hysteresis by applying panel data unit root tests to quarterly unemployment rates for Australian states and territories between 1982:2 and 2002:1. Panel tests proposed by Levin and Lin (1992) using ordinary least squares and O'Connell (1998) using feasible generalised least squares (which assume that under the alternative hypothesis of stationarity, all labour markets revert to the natural rate at the same speed) provide evidence in support of the natural rate hypothesis. However, the panel test proposed by Im, Pesaran and Shin (1997), which does not assume that all cross‐sectional units converge towards the equilibrium value at the same speed under the alternative and is therefore less restrictive than the other two panel tests, finds evidence of hysteresis. Given the advantages of the Im et al. (1997) test over the other two panel tests the results can be interpreted as being consistent with the existence of hysteresis in unemployment     

A new approach to testing unemployment hysteresis

This paper proposes a novel approach to testing unemployment hysteresis. It examined the existence of hysteresis in the unemployment rates of four Nordic countries, namely Denmark, Finland, Norway and Sweden, for the period of 2000–2014. The study applied four alternative methods to analyse the data. The best estimation procedure was chosen in a simple and consistent way. As the findings indicated, the ADF test and FADF test failed to reject the null hypothesis of unemployment hysteresis in all four countries. The ADF–SB test produced mixed results: it rejected the null hypothesis of hysteresis for Denmark and Norway, but failed to reject the null hypothesis for Finland and Sweden. The FADF–SB test yielded more consistent findings: it rejected the null hypothesis for all four countries. Furthermore, findings from the F-tests clearly indicated that the FADF–SB test was the best method among the four proposed alternatives. Despite some discrepancies the findings of this study suggest that unemployment in the four Nordic countries had a mean reversion tendency.     

Exploring the big jump in the Spanish unemployment rate: Evidence on an ‘added-worker’ effect

Spain is destroying more jobs than any other European country. In the third quarter of 2009, the unemployment rate stood at 17.9%, the second-highest rate in the 27-nation EU and the highest rate in the euro area (EA-16). The exponential growth of the Spanish unemployment rate is the by-product of falling employment rates. However, there is a second explanation which is often overlooked by unemployment forecasters: changes in labour force participation rates. On the one hand, in times of recession participation rates tend to increase in order to safeguard sustainable household incomes. This phenomenon is known as the ‘added-worker’ effect. On the other hand, there is also an opposite effect in that individuals leave the labour force in recessions because chances to find employment are low. This is the ‘discouraged-worker’ effect. Applying a threshold cointegration model to Spanish quarterly data over the period 1976-2008, we find that the added-worker effect dominates the discouraged-worker effect, but only when unemployment is below 11.7%. Above this threshold, the two effects cancel each other out so that the participation rate is not influenced by further deteriorations of economic conditions. Since Spain recently passed the 11.7% unemployment threshold, our model predicts that there will be no further increases in the participation rate in the near future.     

How Does Globalization Affect Income Inequality? A Panel Data Analysis

One of the major issues on the state of income inequality is the effect of globalization through foreign direct investment (FDI). It is well known that FDI inflows create employment opportunities for unskilled labor intensive countries. Hence, during recessionary (expansionary) periods, FDI outflows should cause an increase in a developing (developed) country’s unemployment rate, worsening income inequality. This study differs from the previous literature by employing the key variables FDI, trade volume, and GINI coefficient for a panel of three groups of countries (developed, developing, and miracle countries). We estimated panel cointegration coefficients via FM-OLS. Our results show that the effects of trade liberalization and FDI on income distribution differ for different country groups.     

Testing for hysteresis: Unemployment persistence and wage adjustment

This paper proposes a new testing strategy for unemployment hysteresis as the joint restriction of a unit-root in the unemployment rate and no feedback effect of unemployment in the Phillips wage equation. The associated test statistics are derived when this joint restriction is imposed and when a sequential two steps testing strategy is adopted. An empirical application leads to reject the null hypothesis of wage hysteresis for most of our OECD countries. Evidence against hysteresis is reinforced when accounting for wage adjustments in the bivariate approach. First version received: July 1999/Final version received: May 2002 RID="*" ID="*"  We thank R. Boyer, F. Collard, F. Karamé, F. Langot, F. Mihoubi, W. Pohlmeier and two anonymous referees for fruitful comments. This paper has also benefited from discussions at the T2M conference (Montréal, may 1999) and ESEM99 (Santiago, august 1999). The traditional disclaimer applies.     

非均衡最优规划模型解的经济政策意义

本文根据非均衡理论的最优规划模型 ,探讨了在凯恩斯失业均衡和抑制性通货膨胀均衡下 ,几个主要的经济变量P、W、G、T、M、A对于家庭消费C和产出Y (或就业L)的影响。主要的结论是 :在凯恩斯失业状态下 ,刺激消费的同时 ,积累仍不可忽视 ;计划经济国家长期过分注重积累的传统经济政策思想是不合理的 ;平衡或盈余的财政政策是计划经济国家的明智之举 ;计划经济国家长期实行低工资水平的政策是错误的     

Hysteresis in unemployment for 17 OECD countries: Stationary test with a Fourier function

In this empirical study, we apply stationary test with a Fourier function proposed by Becker et al. (2006) to re-examine the hysteresis hypothesis in unemployment for 17 OECD countries over the 1960 to 2009 period. The hysteresis in unemployment is confirmed for most of these 17 OECD countries, with the exception of Australia, Canada, Finland, France, Sweden and the USA, when Becker et al.'s (2006) stationary test with a Fourier function is conducted.