A non-parametric microsimulation approach to assess changes in inequality and poverty

This paper presents a non-parametric microsimulation methodology for assessing the impact of labour market changes and government transfers on income inequality and poverty at the household level. The approach assumes that labour markets are segmented and determines (as part of a randomized process) which individuals are expected to move in or out of employment and which move from one employment segment to another based on either known or counterfactual information of aggregate labour market changes. The methodology assumes that the distribution of earnings of those who become employed in a particular segment resembles that of the individuals observed to be employed in that segment. The approach can be effectively combined in top-down fashion with static or dynamic computable general equilibrium (CGE) models, which typically provide insufficient information about household income distribution. The paper discusses the virtues and limitations of applying this methodology and further explains to practitioners how to implement it as a stand-alone methodology or in combination with a CGE model. It also shows how the methodology can be generalized to also capture the poverty and inequality effects of changes in non-labour incomes, such as government transfers. One great advantage of this method is that it is not very demanding in terms of modelling labour supply and household behaviour as compared with alternative parametric approaches, while at the same time providing a plausible link between changes in overall labour market conditions and the full household income distribution.

Liberalizing Trade, and its Impact on Poverty and Inequality in Nicaragua

The Doha Round of multilateral trade negotiations stalled in 2008 owing in no small degree to a lack of agreement on the terms of substantially reducing trade-distorting support for agricultural products and to what extent this would be beneficial to developing countries. Nicaragua presents an interesting case in point, being one of the poorest economies in Latin America with still a relatively large agricultural sector and high degrees of rural poverty. In 2005, the country signed a free trade agreement with the United States. A previous study showed that most welfare gains of this agreement for Nicaragua would potentially come from the increased market access for textiles and clothing exported to the United States. Under the agreement, the country stands to benefit much less from reducing tariffs on agricultural imports or agro-industrial export quotas. Since the United States is Nicaragua’s main trading partner, this raises the question whether further trade liberalization with all trading partners, including full elimination of all taxes and tariffs on agricultural production and trade, would be any more beneficial. Using a CGE model and a microsimulation methodology, this study shows that small welfare gains in terms of increased output and poverty reduction may be expected for Nicaragua under various scenarios of trade opening. At best, however, there would be a static gain in aggregate output of 1.5 percent as compared with the baseline scenario. This outcome would materialize only in a scenario of worldwide liberalization of trade in agricultural and non-agricultural products as this would yield relatively strong positive terms-of-trade effects for Nicaragua. Employment and real wage growth would contribute to poverty reduction, but only very modestly in a country with still widespread poverty. Most of these small gains would accrue to the rural poor. The analysis further shows that these gains tend to be smaller when using trade elasticity estimates based on country-specific data as compared with the much higher elasticities typically assumed by global trade models, including the Global Linkage model.Distorted incentives, agricultural and trade policy reforms, national agricultural development, Agricultural and Food Policy, International Relations/Trade, F13, F14, Q17, Q18,

A Non-Parametric Microsimulation Approach to Assess Changes in Inequality and Poverty

This paper presents a non-parametric microsimulation methodology for assessing the determinants of changes in income inequality and poverty. One great advantage of this method over alternatives is that it is not very demanding in terms of modelling labour supply and household behaviour while still providing a plausible link between changes in overall labour market conditions and the full household income distribution. The paper also shows how the method can be adapted to assess the poverty and inequality effects of changes in non-labour incomes (such as through a government transfer programme) and how it can be combined with economy-wide models.Non-parametric simulation methods; Computable General Equilibrium Models; Income Distribution; Employment, Unemployment, and Wages; Measurement and Analysis of Poverty; Effects of Welfare Programs; Supply and Demand for Labour; Segmented Labour Markets

Impact of the global crisis on the achievement of the MDGs in Latin America

Progress towards the MDGs is expected to slow as a consequence of the global economic downturn. This study applies an economy-wide framework to analyze the impact of the crisis on MDG achievement in six Latin American countries. It finds significant setbacks towards the goals and, in the case of the region’s low-income countries, the cost of achieving these would rise between 1.6 and 3.4 per cent of GDP per year between 2010 and 2015 as compared with a no-crisis scenario. The additional public spending would contribute to economic growth though not sufficiently for full recovery to pre-crisis growth.computable general equilibrium models, distribution, welfare and poverty, foreign aid, macroeconomic analyses of economic development

Latin America and the Caribbean’s Challenge to Reach the MDGs: Financing Options and Trade-offs

The present study analyzes the determinants of improving outcomes in education, health and basic sanitation and the macroeconomic trade-offs caused by scaling up public spending for the Millennium Development Goals (MDGs), using an integrated modelling approach. At variance with other assessments, the analysis shows that most countries in Latin America and the Caribbean are “off track” towards many of the goals. The study shows that while achieving the goals is affordable for most countries in the region, governments will need to put greater emphasis on tax reforms to mobilize resources for increased social spending while avoiding undesirable macroeconomic trade-offs.Computable General Equilibrium Models; Distribution; Welfare and Poverty; Foreign Aid; Macroeconomic Analyses of Economic Development

Constraints to achieving the MDGs through domestic resource mobilization

The present paper focuses on the role of domestic resource mobilization for financing poverty reduction strategies. Policy makers should be aware of important macroeconomic trade-offs associated with MDG strategies financed from tax increases or domestic borrowing. The trade-offs are largely intertemporal: can poor and middle-income countries absorb the initial financing costs in order to achieve expected gains in productivity and human development over time? This calls for a dynamic economy-wide framework to identify the importance of such trade-offs. The paper presents such a framework and illustrates its usefulness in applications for Costa Rica and Ecuador.computable general equilibrium models; distribution; welfare and poverty; foreign aid; macroeconomic analyses of economic development.

Modulation of galactic protons in the heliosphere during the unusual solar minimum of 2006 to 2009

The last solar minimum activity period, and the consequent minimum modulation conditions for cosmic rays, was unusual. The highest levels of galactic protons were recorded at Earth in late 2009 in contrast to expectations. Proton spectra observed for 2006 to 2009 from the PAMELA cosmic ray detector on-board the Resurs-DK1 satellite are presented together with the solutions of a comprehensive numerical model for the solar modulation of cosmic rays. The model is used to determine what mechanisms were mainly responsible for the modulation of protons during this period, and why the observed spectrum for 2009 was the highest ever recorded. From mid-2006 until December 2009 we find that the spectra became significantly softer because increasingly more low energy protons had reached Earth. To simulate this effect, the rigidity dependence of the diffusion coefficients had to decrease significantly below ~3 GeV. The modulation minimum period of 2009 can thus be described as relatively more "diffusion dominated" than previous solar minima. However, we illustrate that drifts still had played a significant role but that the observable modulation effects were not as well correlated with the waviness of the heliospheric current sheet as before. Protons still experienced global gradient and curvature drifts as the heliospheric magnetic field had decreased significantly until the end of 2009, in contrast to the moderate decreases observed during previous minimum periods. We conclude that all modulation processes contributed to the observed increases in the proton spectra for this period, exhibiting an intriguing interplay of these major mechanisms