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  • Book cover of Income Inequality and Education Revisited

    This paper presents new results on the relationship between income inequality and education expansion—that is, increasing average years of schooling and reducing inequality of schooling. When dynamic panel estimation techniques are used to address issues of persistence and endogeneity, we find a large, positive, statistically significant and stable relationship between inequality of schooling and income inequality, especially in emerging and developing economies and among older age cohorts. The relationship between income inequality and average years of schooling is positive, consistent with constant or increasing returns to additional years of schooling. While this positive relationship is small and not always statistically significant, we find a statistically significant negative relationship with years of schooling of younger cohorts. Statistical tests indicate that our dynamic estimators are consistent and that our identifying instruments are valid. Policy simulations suggest that education expansion will continue to be inequality reducing. This role will diminish as countries develop, but it could be enhanced through a stronger focus on reducing inequality in the quality of education.

  • Book cover of Mining the Gap: Extracting Firms’ Inflation Expectations From Earnings Calls

    Using a novel approach involving natural language processing (NLP) algorithms, we construct a new cross-country index of firms' inflation expectations from earnings call transcripts. Our index has a high correlation with existing survey-based measures of firms' inflation expectations, it is robust to external validation tests and is built using a new method that outperforms other NLP algorithms. In an application of our index to United States, we uncover some facts related to firm's inflation expectations. We show that higher expected inflation translates into future inflation. Going into the firms level dimension of our index, we show departures from a rational framework in firms' inflation expectations and that firms' attention to the central enhances monetary policy effectiveness.

  • Book cover of How Do Adaptive Learning Expectations Rationalize Stronger Monetary Policy Response in Brazil?

    This paper estimates a standard Dynamic Stochastic General Equilibrium (DSGE) model that includes a wage and price Phillip's curves with different expectation formation processes for Brazil and the USA. Other than the standard rational expectation process, we also use a limited rationality process, the adaptive learning model. In this context, we show that the separate inclusion of a labor market in the model helps to anchor inflation even in a situation of adaptive expectations, a positive output gap and inflation above target. The estimation results show that the adaptive learning model does a better job in fitting the data in both Brazil and the USA. In addition, the estimation shows that expectations are more backward-looking and started to drift away sooner in 2021 in Brazil than in the USA. We then conduct optimal policy exercises that prescribe early monetary policy tightening in the context of positive output gaps and inflation far above the central bank target.

  • Book cover of Emigration and Its Economic Impact on Eastern Europe

    This paper analyses the impact of large and persistent emigration from Eastern European countries over the past 25 years on these countries’ growth and income convergence to advanced Europe. While emigration has likely benefited migrants themselves, the receiving countries and the EU as a whole, its impact on sending countries’ economies has been largely negative. The analysis suggests that labor outflows, particularly of skilled workers, lowered productivity growth, pushed up wages, and slowed growth and income convergence. At the same time, while remittance inflows supported financial deepening, consumption and investment in some countries, they also reduced incentives to work and led to exchange rate appreciations, eroding competiveness. The departure of the young also added to the fiscal pressures of already aging populations in Eastern Europe. The paper concludes with policy recommendations for sending countries to mitigate the negative impact of emigration on their economies, and the EU-wide initiatives that could support these efforts.

  • Book cover of Interest Rate Sensitivity Scenarios to Guide Monetary Policy
    Allan Dizioli

     · 2025

    This paper examines the challenges of formulating monetary policy in the face of heightened uncertainty. We develop a framework to assess the optimal monetary policy path under uncertainty, focusing on four key dimensions: the expectation formation process, inflation persistence, the measurement of the neutral interest rate, and the slope of the Phillips curve. Our framework provides a flexible tool for policymakers to address uncertainty and enhance decision-making in pursuit of economic stability. This framework is helpful to improve the risk management approach to monetary policy by showing how scenarios can quantify different sources of uncertainty faced by the ECB and give market participants an idea of how the ECB would react if those scenarios materialize.

  • Book cover of Unconventional Fiscal Policy in Times of High Inflation

    The surge in energy prices in 2022 has been a defining factor behind the increase in euro area inflation. We assess the impact of “unconventional fiscal policy,” defined as the set of fiscal measures, possibly expansionary, motivated by a desire to mute the effects of the increase in energy prices and to lower inflation. Overall, we find that these unconventional measures reduced euro area inflation by 1 to 2 percentage points in 2022 and may avoid an undershoot later on. When nonlinearities in the Phillips curve are taken into account, the net effect is to reduce inflation by about 0.5 percentage points in 2021-24, and keep it nearer to its target. About one-third to one-half of the reduction in 2022 reflects the direct effects of the measures on headline inflation, with much of the remainder reflecting the lower pass-through to core inflation. The fiscal measures were deficit-financed but had limited effects on raising inflation by stimulating demand and instead modestly helped to stabilize longer-term inflation expectations. Looking ahead, the prospective decline in inflation in the euro area is partly due to fortunate circumstances, with energy prices falling from their 2022 peaks and their pass-through effects fading, and with less economic overheating than in economies such as the United States. Implementing similar measures in the face of a more persistent increase in energy prices, or in a more overheated economy, would have caused a more persistent rise in core inflation.

  • Book cover of How Costly Will Reining in Inflation Be? It Depends on How Rational We Are

    We document that past highly inflationary episodes are often characterized by a steeper inflationslack relationship. We show that model-generated data from a standard small Dynamic Stochastic General Equilibrium (DSGE) model can replicate this empirical finding when estimated with different expectation formation processes. When inflation becomes de-anchored and expectations drift, we can observe high inflation even with a mildly positive output gap in response to cost-push shocks. The results imply that we should not use an unconditioned (not controlling for expectations change) Phillips curve estimated in normal times to predict the cost of reining in inflation. Our optimal policy exercises prescribe early monetary policy tightening and then easing in the context of positive output gaps and inflation far above the central bank target.

  • Book cover of A Macro-Model Approach to Monetary Policy Analysis and Forecasting for Vietnam

    The paper develops a small New-Keynesian FPAS model for Vietnam. The model closely matches actual data from 2000-2014. We derive an optimal monetary policy rule that minimizes variability of output, inflation, and the exchange rate. Compared to the baseline model, the optimal rule places a larger weight on output stabilization as the intermediate target to achieve inflation stability, while allowing greater exchange rate flexibility. We analyze the dynamics of key macro variables under various shocks including external and domestic demand shocks and a lift-off of U.S. interest rates. We find that the optimal monetary policy rule delivers greater macroeconomic stability for Vietnam under the shock scenarios.

  • Book cover of The Refugee Surge in Europe

    Against the background of political turmoil in the Middle-East, Europe faces an unprecedented surge in asylum applications. In analyzing the economic impact of this inflow, this paper draws from the experience of previous economic migrants and refugees, mindful of the fact that the characteristics of economic migrants can be different from refugees. In the short-run, additional public expenditure will provide a small positive impact on GDP, concentrated in the main destination countries of Germany, Sweden and Austria. Over the longer-term, depending on the speed and success of the integration of refugees in the labor market, the increase in the labor force can have a more lasting impact on growth and the public finances. Here good policies will make an important difference. These include lowering barriers to labor markets for refugees, for example through wage subsidies to employers, and, in particular, reducing legal barriers to labor market participation during asylum process, removing obstacles to entrepreneurship/self-employment, providing job training and job search assistance, as well as language skills. While native workers often have legitimate concerns about the impact of immigrants on wages and employment, past experience indicates that any adverse effects are limited and temporary.

  • Book cover of Lifting Binding Constraints on Growth in Europe

    Focusing on a cross-border perspective, this paper identifies four key binding constraints that hinder firms’ ability to innovate and scale up within the EU single market—fragmented regulations, inefficient financial intermediation, limited labor mobility, and fragmented energy market. To address these constraints and facilitate firms’ cross border scale up, investment and innovation, the paper proposes key action areas for deepening the integration of the single market, including lowering regulatory fragmentation, advancing the capital markets union, enhancing labor mobility within the EU, and integrating the EU energy market. Through illustrative scenarios, the paper highlights that a few actionable steps along these dimensions could lead off the process of deeper integration and deliver a meaningful initial payoff by increasing the EU GDP level relative to baseline by around 3 percent over 10 years—a sizable improvement considering that the EU potential growth is projected to be just above 1 percent annually over this horizon.