Neural networks (NN) have been widely applied in time series forecasting. This study aims to develop basic NN models for forecasting the unemployment rate Malaysia by gender. The yearly of thirty-eight years from year 1982 2019 was obtained Department Statistics Malaysia. In addition, datasets gross domestic product, inflation and population rates extracted World Bank Data website were used as ...

BACKGROUND Ill health is a risk factor and a consequence of unemployment, which might vary depending on the national rate of unemployment. We investigated the long-term effect of youth unemployment on mental health and explored the possible interaction during periods of high (economic crisis) and low (non-crisis) unemployment rates. METHODS A register-linked population-based cohort study was ...

This paper presents a simple model of wage bargaining and employment ows designed to address the e ects of policies to increase the rate of exit to employment of the long-term unemployed. Exit rates from long and short-term unemployment have two e ects on the unemployment rate: a positive one as high exit rates strengthen current employees' bargaining positions and thus wages and a negative one...

Regional Unemployment, Gender and Time Allocation of the Unemployed This paper analyzes the relationship between time allocation decisions of the unemployed, gender, and regional unemployment rates. Using the Spanish Time Use Survey 2002-2003 and 2009-2010, we find that higher regional unemployment rates are associated with increases in the time devoted to study by men, and to household product...

The aim of this article is to analyze the effects of housing discrimination on the wages and unemployment rates of black workers. The unemployment effect is first analyzed using a simple minimum-wage model. An efficiency-wage model is then adopted in order to endogenize both unemployment and wages. Under both models, suburban housing discrimination leads to a higher unemployment rate for blacks...

When German reunification was accompanied by a rapid decline in aggregate fertility rates, researchers particularly assigned high unemployment rates a dominant role for changes in fertility behavior. The aim of this paper is twofold. First, we investigate changes in the timing of first birth in East Germany after reunification. Using data from the GSOEP, we show that even after reunification Ea...

Recent welfare reforms, designed to move adult welfare recipients into employment, promise to add 10 to 15 percent to labor forces in rural and agricultural areas of California with average annual unemployment rates of 12 to 20 percent. This paper develops and estimates a simultaneous-equation model to test the hypothesis that high unemployment and seasonality endemic to rural and agricultural ...