scispace - formally typeset
Journal ArticleDOI

Exploring Alternative Measures of Welfare in the Absence of Expenditure Data

David E. Sahn, +1 more
- 01 Dec 2003 - 
- Vol. 49, Iss: 4, pp 463-489
TLDR
In this paper, an asset-based alternative to the standard use of expenditures in defining well-being and poverty is considered, and the authors find that the asset index is a valid predictor of a crucial manifestation of poverty.
Abstract
We consider an asset-based alternative to the standard use of expenditures in defining well-being and poverty. Our motivation is to see if there exist simpler and less demanding ways to collect data to measure economic welfare and rank households. This is particularly important in poor regions where there is limited capacity to collect consumption, expenditure and price data. We evaluate an index derived from a factor analysis on household assets using multipurpose surveys from several countries. We find that the asset index is a valid predictor of a crucial manifestation of poverty—child health and nutrition. Indicators of relative measurement error show that the asset index is measured as a proxy for long-term wealth with less error than expenditures. Analysts may thus prefer to use the asset index as an explanatory variable or as a means of mapping economic welfare to other living standards and capabilities such as health and nutrition.

read more

Citations
More filters
Journal ArticleDOI

Constructing socio-economic status indices: how to use principal components analysis.

TL;DR: How PCA-based indices are constructed, how they can be used, and their validity and limitations are reviewed, and issues related to choice of variables, data preparation and problems such as data clustering are addressed.
Journal ArticleDOI

Combining satellite imagery and machine learning to predict poverty

TL;DR: This work shows how a convolutional neural network can be trained to identify image features that can explain up to 75% of the variation in local-level economic outcomes, and could transform efforts to track and target poverty in developing countries.
Posted Content

Acute Multidimensional Poverty: A New Index for Developing Countries

TL;DR: The Multidimensional Poverty Index (MPI) as discussed by the authors is the first multidimensional poverty index for 104 developing countries and is composed of ten indicators corresponding to the same three dimensions as the Human Development Index: Education, Health and Standard of Living.
Posted Content

WILDS: A Benchmark of in-the-Wild Distribution Shifts

TL;DR: WILDS is presented, a benchmark of in-the-wild distribution shifts spanning diverse data modalities and applications, and is hoped to encourage the development of general-purpose methods that are anchored to real-world distribution shifts and that work well across different applications and problem settings.
Journal ArticleDOI

Polarization, Horizontal Inequalities and Violent Civil Conflict:

TL;DR: In this article, the authors investigate the impact of ethnic, social and economic polarization on the probability of civil conflict onset across 36 developing countries in the period 1986-2004. And they show that social polarization and horizontal social inequality are positively related to conflict outbreak.
References
More filters
MonographDOI

The Analysis of Household Surveys : A Microeconometric Approach to Development Policy

Angus Deaton
TL;DR: Deaton as mentioned in this paper reviewed the analysis of household survey data, including the construction of household surveys, the econometric tools useful for such analysis, and a range of problems in development policy for which this survey analysis can be applied.
Book

Commodities and Capabilities

Amartya Sen
TL;DR: In this article, the authors discuss the relationship between well-being and Sex Bias in India and some international comparative comparisons of the two domains, and present a survey of the relationship.
Journal ArticleDOI

Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application to Educational Enrollments in States of India

TL;DR: In this paper, a method for estimating the effect of household economic status on educational outcomes without direct survey information on income or expenditures is proposed and defended, which uses an index based on household asset ownership indicators.
Posted Content

Human resources: empirical modeling of household and family decisions.

TL;DR: A literature review focusing on education and health in its examination of the role that households and families play in choosing how to invest the human capital of their members is presented in this paper.
Related Papers (5)