An examination of Okun's law: evidence from regional areas in Greece

This paper estimates Okun's coefficient for certain regional areas in Greece over the period 1960–1997. Through the Hodrick-Prescott filtering and the band-pass filtering the empirical analysis shows that that the coefficients do not exhibit substantial interregional differences, except for the cases of Epirus and North Aegean Islands. In these two cases, the estimates are larger than the regional average under both detrending methodologies. The empirical findings also show that Okun's relationship undergoes a structural change in 1981. After this break, unemployment becomes less responsive to output changes in all regional areas.     

New insights into the nonlinearity of Okun's law

We estimate Okun's relationship for four European countries (France, Germany, the Netherlands and Spain) with a nonparametric procedure, without imposing a previous specific functional form. We apply the non parametric MARS methodology that endogenously detects multiple thresholds and therefore is able to identify multiple possible regimes. In addition, we control for the Euro area crisis to capture possible effects of the economic activity of neighbour countries on domestic unemployment rate variations. Our results confirm the existence of two regimes in each country but significantly different thresholds across countries. The form of Okun's relationship for Germany, France and the Netherlands are similar and quite different from Spain where it is much steeper. Differences between Okun coefficients below and above the threshold are consistent with the “firm's risk aversion hypothesis”, but different thresholds across countries may be related to the “labour hoarding hypothesis”. The negative value of the threshold in Spain may reflect the “institutional rigidity hypothesis”. Finally, the fact that the Euro area crisis may affect the domestic Okun's law is consistent with decision makers with risk aversion who use information from the economic area they are operating in. These results not only potentially enrich Okun's law estimations but also open the debate over how the different theoretical hypothesis intervene and shape Okun's law for each country.     

Self-employment and the Okun's law

This research establishes a significant relationship between the share of self-employment in total employment and the Okun's coefficient, which had been insufficiently addressed in the literature. We provide evidence on the determinants driving the differences in the unemployment–output relationship in Spanish regions and conclude that the differences in the share of self-employment in total employment prove relevant when accounting for differences in Okun's law, and its effect is greater than that of labour productivity per worker, which had been considered the main factor for regional discrepancies. The economic policy implications of this outcome are valuable for two reasons: European authorities are promoting self-employment and the emergence of the ‘gig economy’. This finding also opens a notable line of research: assessing whether this empirical regularity is observable in other economies.     

Okun's Law and the asymmetric and changing cyclical behaviour of the USA economy

This article examines the impact of the changing composition of the USA economy on Okun's Law. The article begins by reformulating Okun's Law to take account of the asymmetric nature of the USA business cycle, and estimates of the reformulated model confirm a break in the Okun coefficient around 1974. The principal findings are that the Okun coefficient has increased, and that the cycle has become more asymmetric. These changes are due to changes in the pattern of employment growth which has become more cyclically sensitive, and to a change in female labour supply behaviour which is now less affected by downturns.     

ROLLING REGRESSION VERSUS TIME‐VARYING COEFFICIENT MODELLING: AN EMPIRICAL INVESTIGATION OF THE OKUN'S LAW IN SOME EURO AREA COUNTRIES

During the last decade, economists have shown that the inverse relationship between economic growth and unemployment rate varies over time. Rolling regression has been the main tool used to quantify such a relationship. This methodology suffers from several well‐known problems which lead to spurious non‐linear patterns in the Okun's coefficient behaviour over time. Here, we take a penalized regression spline approach to estimate the Okun's time‐varying effects. As a result, spurious non‐linearities are suppressed and hence important time‐varying coefficient features revealed. Our empirical results show that the inverse relationship in some Euro area countries is spatially heterogeneous and time‐varying. The findings are complemented by the calculation of the rate of output growth needed for a stable unemployment rate, as proposed by Knotek.     

Cyclical output,cyclical unemployment,and Okun's coefficient A structural time series approach

Okun's coefficient is estimated from U.S. quarterly data covering the period 1947:1–1992:2. The cyclical components of unemployment and output are extracted by smoothing using the Kalman filter as applied to Harvey's structural time series model. The estimated Okun's coefficient is around −0.38 irrespective of the whether the model used is static or dynamic and irrespective of the lag length in the dynamic model.     

A cross-country analysis of the Okun's Law coefficient convergence in Europe

The paper examines whether or not evidence is consistent with convergence of the Okun's Law coefficient (OLC) among several alternative groupings of European economies. A two-step empirical strategy is employed. The first step obtains rolling regression estimates of the OLC for individual European countries. The second step examines how the cross-country variance of the OLC evolves over the decade until 2002 in the selected country groupings. Evidence is found consistent with convergence of the OLC among northern European countries, and among countries with centralized wage bargaining, but an absence of convergence in other country groups.     

On the Time‐Varying Relationship between Unemployment and Output: What shapes it?

This paper revisits, by means of both time series and panel data analyses, the empirical regularity popularized by Okun's (Proc Bus Econ Sect, 98‐103, 1962) seminal paper focusing on a sample of 20 advanced economies between 1978 and 2015. Not only do we provide arguably better estimates of the Okun's Law coefficient (OLC) (using the gap version) by employing a new filtering technique, but more importantly, we also contest the hypothesis that the OLC has been static over time. By estimating country‐specific time‐varying Okun coefficient models, we confirm that the unemployment‐output responsiveness has been changing over time. The dispersion between countries’ OLCs has been determined by some (structural) characteristics. The starting level of unemployment and the phase of the business cycle increase the estimated OLCs, while informality and certain labour and product market policies lower them. Our evidence sustains the fact that aggregate demand policies aiming at increasing output growth can equally contribute to the recovery in labour markets.     

A generalized Okun's Law: Uncovering the myth of China's labor market resilience

A stable labor market is a policy priority for most countries, especially after the burst of the global financial crisis. Unlike most countries, the labor market in China appears to be holding up well, despite sharp slowdown in economic growth. This paper argues that there are underlying fundamental mechanisms that help explain the resilience of China's labor market. The key to understanding labor market dynamics in China is that rural‐to‐urban migrant flows are more sensitive to growth than urban workers in the process of fast urbanization, which serves as a main shock absorber to buffer employment against adverse shocks. Therefore, we propose a generalized Okun's Law (GOL) that incorporates migrant flows with unemployment rates to capture the relation between labor market dynamics and economic cycles. The original Okun's Law can be regarded as a special case of the GOL for developed countries that have already completed urbanization. Conducting empirical analysis with both China's national‐ and city‐level data and cross‐country panel data, we find strong evidence supporting the GOL theory. Findings in the paper have implications for a deeper understanding of the wisdom of Okun's Law and its application in labor market policies.     

ARDL bounds tests and robust inference for the long run relationship between real stock returns and inflation in Australia

This paper conducts an empirical investigation into the long run relationship between real stock returns and inflation in Australia by employing the ARDL bounds tests. There exists a stock return–inflation long run relationship, and the long run parameters are non-linear functions of those of the conditional error correction model. The OLS estimates of the latter model constitute the long run parameter estimates and their standard errors are estimated by delta methods. The long run model estimates so constructed can be biassed and inconsistent, and the delta method is derived assuming asymptotic normality, which does not hold in this investigation. In this paper, to overcome these limitations of the traditional methods, we employ the bias-corrected bootstrap method. As a consequence, the robust and reliable statistical inference can be made on the long run return–inflation relationship. The empirical results show that the expected inflation had no significant effect on real stock returns, while the observed inflation had a significant and negative effect. Furthermore, the data generating process of the returns–inflation relationship was not affected by the change in monetary policy regime in the early 1990s. These findings imply that Australian stocks have been very effective instruments for hedging against expected inflation. Because of the resilience of Australian economy to the current global financial and economic crisis, this finding has implications for long term domestic and foreign investors in Australia.     

Shadow economy and unemployment rate in USA: is there a structural relationship? An empirical analysis

This article aims to estimate the size of the US shadow economy (SE) using a structural equation approach and to evaluate if a structural relationship exists between the SE and the unemployment rate (UR) in the United States. The size of the SE is estimated to be decreasing over the last two decades. We corroborate the existence of a structural relationship between the SE and the UR by using a simple theoretical model. Furthermore, we extend the Okun's law to estimate the structural relationship between growth rate of official GDP, SE and UR. Our results indicate a significant positive relationship between the SE and the UR.     

Negotiating Domestic Labor: Women's Earnings and Housework Time in Australia

Abstract

Recent research in the United States has found that wives' absolute earnings level is more important than their earnings relative to their spouses in determining time spent on housework. Utilizing data from the Household, Income and Labour Dynamics in Australia (HILDA) survey, this article examines whether women's housework time in Australia is associated with relative or absolute earnings and extends previous work by examining possible mechanisms linking women's earnings with their time on housework, outsourcing through the use of paid domestic help, and unmeasured heterogeneity among women. The research finds that women's housework time is more strongly affected by women's relative earnings than by their absolute earnings, and neither outsourcing nor unobserved heterogeneity can explain the relationship between women's earnings and their housework time in Australia. These results indicate that Australia has a strong male-breadwinner institutional framework that continues to hinder gender equality in paid and unpaid work.     

The relationship between the inflation rate and its variability: the issues reconsidered

This paper empirically reexamines the hypothesis of a positive relationship between the inflation rate and its variability. The sample consists of 66 countries for the 1955–85 sample period. Using pooled cross-section time series data, empirical tests are performed for nine different country-groupings ranging from the G–7 developed countries to a group of 10 developing Asian countries. Several important conclusions can be derived. First, irrespective of the variability measure employed, the results indicate the presence of a significant positive relationship between the inflation rate and its variability. This provides strong support to Okun's hypothesis. Second, this relationship is stronger during the flexible rather than the fixed exchange rate period. Third, there appears to be an optimum zone of inflation rate within which the predictability of inflation is at its highest and hence uncertainty cost is at its lowest. For the 1955–85 sample period, this optimum zone of average inflation rate lies in the range of 5 to 7 percent.     

Lifetime Net Average Tax Rates in Australia Since Federation—A Generational Accounting Study

This paper presents estimates of average net payments to government, as a per cent of average lifetime labour earnings, for generations born in Australia since Federation (1901), based on historical data combined with several reasonable future scenarios covering fiscal policy, growth and demographic change. The results shed light on whether certain generations have been treated more favorably by the public sector than others this century. The main conclusion is that the average lifetime net tax rate will, under reasonable'assumptions, be of the order of 37–39 per cent for all currently living generations born since the mid-1930s.     

Specification and testing of count data recreation demand functions

This article examines the effects of alternative formulations of count data recreation demand models on parameter estimates, model selection, and consumer surplus. The results indicate that large parameter and consumer surplus differences exists across the various count model formulations. More importantly, the results show that distributional assumptions, heteroscedastic functional forms, and overdispersion can have a substantial effect on consumer surplus estimates.     

The Impact of Traded Goods Prices on the New Zealand Economy*

Recent empirical work in Australia and New Zealand reveals a diversity of estimates of the dynamic response to changes in traded goods prices. Similarly, there is conflicting evidence as to whether relative purchasing power parity is a characteristic of models estimated from data. In this paper it is argued that a reduced form approach to empirical modelling is appropriate for New Zealand's particular circumstances. The resulting model is simulated in a novel way, with results that argue against the use of a simple traded/non-traded goods distinction in the analysis of foreign price impacts on New Zealand. Purchasing power parity is, however, consistent with the results.     

Long-Run and Short-Run Behavior of Korea's Current Account

Recent research indicates that an error correction mechanism exists for current account imbalances in Germany, Japan, and the United States. In this paper, I test whether current account imbalances in Korea are also self-correcting. The Empirical results are ambiguous: while no conintegrating relationship can be detected, and error correction mechanism can. Using standard econometric methods, estimates of a small-scale macroeconomic model detect no effect of Korea's lagged net foreign claim position on any relevant variable. However, I do find that the current account is influenced by Korea's lagged net foreign claim position in a direct estimate of Korea's current account. [F32]     

Potential Growth and Inflation: Estimates for Australia, the United States and Canada

Estimates of potential output growth for Australia, the United States and Canada are presented and analysed in this article. We define potential growth as that growth rate consistent with a steady (domestic component of the) inflation rate (SIRG). At around 4 per cent per annum, Australia's SIRG has been relatively stable for the past 30 years, which seems inconsistent with the view that wide‐ranging microeconomic reform in the 1990s raised growth potential. However, we show that the reduction in employment growth in Australia from the 1980s to the 1990s may account for the absence of a rise in potential growth. In Canada and the United States the SIRGs are closer to 3 per cent, and we explore the reasons why potential growth estimates are higher for Australia than for North America. We also discuss why Australia's growth averaged less than its potential in the 1980s and 1990s and the possible use of our estimates for monetary policy purposes.     

Sraffa,Okun, and the theory of the imperfectly competitive firm

Piero Sraffa's Production of Commodities by Means of Commodities is wedded to Arthur Okun's Prices and Quantities to bring out important implications for the theory of the imperfectly competitive firm. The implications relate to firm objectives and to firm behavior in both the ‘vertical’ environment (relations with suppliers) and the ‘horizontal’ environment (relations with customers and competitors).     

Is there a Core of Macroeconomics that Euro Area Forecasters Believe In?

The quantity theory of money, Okun's law, and the Phillips curve are cornerstones of macroeconomic theory. But are they also of practical relevance? Using survey data for the euro area, we found that professional economists’ forecasts are consistent with a version of the quantity theory in which forecasts of the growth rate of money supply correlate in a proportional way with forecasts of the inflation rate. We also found that forecasts of changes in the unemployment rate and forecasts of the growth rate of real output are consistent with Okun's law. Evidence of a systematic link between forecasts of the inflation rate and forecasts of the unemployment rate, however, is not strong.