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Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data

Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data PDF Author: Francois Bourguignon
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
This paper presents an original method to study individual earning dynamics using repeated cross-sectional data. Because panel data of individuals are seldom available in developing countries, it is difficult to study individual earning dynamics and related issues such as the propensity of earners to fall into poverty or vulnerability to poverty because of changes in earning. This paper shows that under the assumption that individual earning dynamics obey some basic properties and follow a simple stochastic process, the main parameters of this process can be recovered from repeated cross sectional data. The knowledge of these parameters then permits simulation of the earning dynamics of an individual, and estimate other measures of interest, such as an individual's vulnerability to poverty. The results show that model parameters recovered from pseudo-panels approximate reasonably well those estimated directly from a true panel. Moreover, implications of the model, in this case pseudo-panel measures of vulnerability to poverty, reflect closely those based on actual panel data.

Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data

Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data PDF Author: Francois Bourguignon
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
This paper presents an original method to study individual earning dynamics using repeated cross-sectional data. Because panel data of individuals are seldom available in developing countries, it is difficult to study individual earning dynamics and related issues such as the propensity of earners to fall into poverty or vulnerability to poverty because of changes in earning. This paper shows that under the assumption that individual earning dynamics obey some basic properties and follow a simple stochastic process, the main parameters of this process can be recovered from repeated cross sectional data. The knowledge of these parameters then permits simulation of the earning dynamics of an individual, and estimate other measures of interest, such as an individual's vulnerability to poverty. The results show that model parameters recovered from pseudo-panels approximate reasonably well those estimated directly from a true panel. Moreover, implications of the model, in this case pseudo-panel measures of vulnerability to poverty, reflect closely those based on actual panel data.

Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data

Estimating Individual Vulnerability to Poverty with Pseudo-Panel Data PDF Author: Francois Bourguignon
Publisher:
ISBN:
Category :
Languages : en
Pages : 17

Book Description
Bourguignon, Goh, and Kim present an original method to study individual earning dynamics using repeated cross-sectional data. Because panel data of individuals are seldom available in developing countries, it is difficult to study individual earning dynamics and related issues such as the propensity of earners to fall into poverty or vulnerability to poverty because of changes in earnings. The authors show that under the assumption that individual earning dynamics obey some basic properties and follow a simple stochastic process, the main parameters of this process can be recovered from repeated cross-sectional data. The knowledge of these parameters then permits simulation of the earning dynamics of an individual, and estimate other measures of interest, such as an individual's vulnerability to poverty. The results show that model parameters recovered from pseudo panels approximate reasonably well those estimated directly from a true panel. Moreover, implications of the model, in this case pseudo-panel measures of vulnerability to poverty, reflect closely those based on actual panel data.This paper - a product of the Office of the Vice President and Chief Economist, Development Economics - is part of a larger effort in the vice presidency to improve measurement of vulnerability to poverty.

Estimating Individual Vulnerability to Poverty with Pseudo-panel Data

Estimating Individual Vulnerability to Poverty with Pseudo-panel Data PDF Author: François Bourguignon
Publisher:
ISBN:
Category : Poverty
Languages : en
Pages : 24

Book Description
"Bourguignon, Goh, and Kim present an original method to study individual earning dynamics using repeated cross-sectional data. Because panel data of individuals are seldom available in developing countries, it is difficult to study individual earning dynamics and related issues such as the propensity of earners to fall into poverty or vulnerability to poverty because of changes in earnings. The authors show that under the assumption that individual earning dynamics obey some basic properties and follow a simple stochastic process, the main parameters of this process can be recovered from repeated cross-sectional data. The knowledge of these parameters then permits simulation of the earning dynamics of an individual, and estimate other measures of interest, such as an individual's vulnerability to poverty. The results show that model parameters recovered from pseudo panels approximate reasonably well those estimated directly from a true panel. Moreover, implications of the model, in this case pseudo-panel measures of vulnerability to poverty, reflect closely those based on actual panel data. This paper-- a product of the Office of the Vice President and Chief Economist, Development Economics-- is part of a larger effort in the vice presidency to improve measurement of vulnerability to poverty"-- World Bank web site.

Poverty Traps and Nonlinear Income Dynamics with Measurement Error and Individual Heterogeneity

Poverty Traps and Nonlinear Income Dynamics with Measurement Error and Individual Heterogeneity PDF Author:
Publisher: World Bank Publications
ISBN:
Category :
Languages : en
Pages : 32

Book Description


Estimating Vulnerability to Poverty Using Panel Data

Estimating Vulnerability to Poverty Using Panel Data PDF Author: Adama Bah
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
Traditional poverty measures fail to indicate the degree of risk of becoming or remaining poor that households are confronted to. They can therefore be misleading in the context of implementing poverty reduction policies. In this paper I propose a method to estimate an index of ex ante vulnerability to poverty, defined as the probability of being poor in the (near) future given current observable characteristics, using panel data. This method relies on the estimation of the expected mean and variance of future consumption conditional on current consumption and observable characteristics. It generates a vulnerability index, or predicted probability of future poverty, which performs well in predicting future poverty, including out of sample. About 80% of households with a 2000 vulnerability index of 100% are actually poor in 2007. This approach provides information on the population groups that have a high probability of becoming or remaining poor in the future, whether currently poor or not. It is therefore useful to complement traditional poverty measures such as the poverty headcount, in particular for the design and planning of poverty reduction policies.

Mobility and Inequality

Mobility and Inequality PDF Author: Stephen L. Morgan
Publisher: Stanford University Press
ISBN: 9780804752497
Category : Education
Languages : en
Pages : 498

Book Description
This book is a collection of original research from the leading scholars in sociology and economics studying mobility and inequality. The volume brings together the state-of-the-art in the field and sets the agenda for future research.

Measuring Wellbeing

Measuring Wellbeing PDF Author: Giovanni Vecchi
Publisher: Oxford University Press
ISBN: 0199944598
Category : Business & Economics
Languages : en
Pages : 673

Book Description
Nutrition -- Height -- Health -- Child labour -- Education -- Migration -- Income -- Inequality -- Poverty -- Wealth -- Vulnerability -- Human development -- Household budgets -- Cost of living

The Asian ‘Poverty Miracle’

The Asian ‘Poverty Miracle’ PDF Author: Jacques Silber
Publisher: Edward Elgar Publishing
ISBN: 1785369156
Category : Business & Economics
Languages : en
Pages : 341

Book Description
Following rapid economic growth in recent decades, Asia and the Pacific experienced an impressive reduction in extreme poverty, but this drop was not uniform and achievements are still incomplete. Vulnerability to natural disasters, the increasing impact of climate change and economic crises should all be taken into account. There is also a need to consider the multidimensional nature of poverty and the non-uniformity of the decrease across different ethnic groups. This book explores the Asian ‘poverty miracle’ and argues for the development and use of an Asia-specific poverty line.

The World Bank Research Program 2004

The World Bank Research Program 2004 PDF Author: World Bank
Publisher: World Bank Publications
ISBN: 9780821364574
Category : Business
Languages : en
Pages : 204

Book Description
The World Bank's research is intended to address critical issues and problems facing member governments in developing and transition economies. How can the governments of the poorest countries generate enough revenue to provide the education and health services essential to reducing poverty and promoting growth and development? How can poor countries attract investors to build the infrastructure their economies need? How can they develop systems to bring clean water to the 2 billion people without it today? How can they train teachers and bring to class the 115 million children who have not yet received any education? And how can rich countries be persuaded to lower market barriers, helping to reverse the decline in export prices for poor countries that has left them earning less from trade today than in the 1970s? These are the types of questions that are addressed in this edition of 'The World Bank Research Program: Abstracts from Current Studies'. This volume reports on research projects initiated, under way, or completed from July 2003 through June 2004. It covers 151 research projects on several broad development related issues, including agriculture, health, education, environment, infrastructure, investment climate, and more. The abstract for each project describes the questions addressed, the analytic methods used, the findings to date, and policy implications.

Poverty Traps and Nonlinear Income Dynamics with Measurement Error and Individual Heterogeneity

Poverty Traps and Nonlinear Income Dynamics with Measurement Error and Individual Heterogeneity PDF Author: Francisca Antman
Publisher:
ISBN:
Category : Households
Languages : en
Pages : 40

Book Description
"Theories of poverty traps stand in sharp contrast to the view that anybody can make it through hard work and thrift. However, empirical detection of poverty traps is complicated by the lack of long panels, measurement error, and attrition. This paper shows how dynamic pseudo-panel methods can overcome these difficulties, allowing estimation of non-linear income dynamics and testing for the presence of poverty traps. The paper explicitly allows for individual heterogeneity in income dynamics to account for the possibility that particular groups of individuals may face traps, even if the average individual does not. These methods are used to examine the evidence for a poverty trap in labor earnings, income, and expenditure in Mexico and are compared to panel data estimates from a short rotating panel. The results do find evidence of nonlinearities in household income dynamics and demonstrate large bias in the panel data estimates. Nevertheless, even after allowing for heterogeneity and accounting for measurement error, the paper finds no evidence of the existence of a poverty trap for any group in the sample. "--World Bank web site.