A Bayesian method of combining judgmental and model-based density forecasts

This paper introduces a formal method of combining expert and model density forecasts when the sample of past forecasts is unavailable. It works directly with the expert forecast density and endogenously delivers weights for forecast combination, relying on probability rules only. The empirical part of the paper illustrates how the framework can be applied in forecasting US inflation by mixing density forecasts from an autoregressive model and the Survey of Professional Forecasters.     

Three levels of education and the economic growth

The aim of this article is to solve the question how the three main stages of education contribute to the labour productivity growth in selected 125 countries in the period 1999–2014. The model is based on the neoclassical production function enhanced with human capital. The authors draw on the Penn World Tables 9.0 and UNESCO databases. The key benefit of this article is that human capital is characterized according to the returns to education from average number of years of formal schooling at the primary, secondary and tertiary level. Based on the panel data analysis, the contributions of capital and of the three levels of education to the growth of labour productivity are estimated. At the same time, the model allows to estimate the contribution of total factor productivity. The results of the analysis show that tertiary education has the strongest impact on labour productivity across the considered economies. At the same time, the breakdown of aggregate human capital by level of education leads to better clarification of the effects of human capital and physical capital on labour productivity. The conclusions also indicate a tendency towards rising returns to scale induced by the secondary and tertiary education.     

Indexing Out of Poverty? Fiscal Drag and Benefit Erosion in Cross-National Perspective

We assess how tax-benefit policy developments in 2001–11 affected the household income distribution in seven EU countries. We use the standard microsimulation-based decomposition method, separating further the effect of structural policy changes and the uprating of monetary parameters, which allows us to measure the extent of fiscal drag and benefit erosion in practice. The results show that despite different fiscal effects, policies overall mostly reduced poverty and inequality and both types of policy developments had sizeable effects on the income distribution. We also find that the uprating of monetary parameters not only had a positive effect on household incomes, meaning fiscal drag and benefit erosion were avoided, but generally also contributed more to poverty and inequality reduction than structural policy reforms.     

Pre-crisis reforms,austerity measures and the public-private wage gap in two emerging economies

This paper analyzes crisis adjustments of the public and private sectors in two emerging market economies, Croatia and Serbia, during the 2008–2011 period. It focuses on public-private wage gaps at the onset of and during the crisis, decomposed into structural and composition effects using an extension to the Oaxaca-Blinder method based on Recentered Influence Function (RIF) regressions and reweighting. The main results indicate that at the beginning of the crisis public sector workers in both countries enjoyed a significant wage premium, with the premium in Serbia being about three times higher than in Croatia. During the crisis, both countries experienced a similar increase of the premium, with Croatia reaching the size of gap usually estimated for EU countries, while Serbia stayed largely ahead. The results also show that the wage distribution in the public sector is more compressed than in the private sector in both countries, which is further exacerbated by the crisis. Despite the introduced austerity measures, public sector workers continue to enjoy well-protected and privileged jobs in terms of wages relative to their private sector counterparts. Structural reforms undertaken prior to the crisis played a decisive role in determining the countries’ responses to the crisis.     

Europe Through the Crisis: Discretionary Policy Changes and Automatic Stabilizers

Tax-benefit policies affect changes in household incomes through two main channels: discretionary policy changes and automatic stabilizers. We study their role in the EU countries in 2007–14 using an extended decomposition approach. Our results show that the two policy actions often reduced rather than increased inequality of net incomes, and so helped offset the inequality-increasing impact of growing disparities in gross market incomes. While inequality reductions were achieved mainly through benefits using both routes, policy changes to and the automatic stabilization response of taxes and contributions raised inequality in some countries and lowered it in others.     

What drives credit dollarization in transition economies?

This paper provides an in-depth analysis of the use of foreign currencies in the lending activities of banks in transition economies. The impact of bank and firm variables on credit dollarization is studied in an optimal portfolio allocation model and estimated using new aggregate data for 21 transition economies for the period 1990–2003. Empirical results provide evidence that credit dollarization is the combined outcome of domestic deposit dollarization and banks’ desire for currency-matched portfolios beyond regulatory requirements. The effects of international financial factors and natural hedges are less robust across alternative specifications. The paper further discusses the role of regulations in affecting the impact of these factors on credit dollarization and calls for more developed domestic forward foreign exchange markets.     

Does social capital foster sustainable investment?

How do country-level societal norms affect financial investments? We provide evidence that mutual funds managed in high social capital countries are inclined to consider environmental, social and governance filters in their portfolios, especially when acquiring new stocks and investing abroad. We argue that social capital nurtures the investment preferences of retail investors, whose demand incentivizes fund managers to respond in kind. Such impact is more pronounced in individualistic and high–power distance societies, suggesting that the social cohesion benefit of social capital complements altruistic inclinations in the former and provides mechanisms to punish unsustainable investment behaviour in the latter.