Related Experiment Video
Updated: Jul 4, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
How poverty is measured impacts who gets classified as impoverished
Christine J Pu1, Eric F Lambin2,3,4, Ian Kusimakwe5
1Department of Civil and Environmental Engineering, Stanford University, Stanford, CA 94305.
Abstract:
We test whether the classification of households into poverty categories is meaningfully influenced by the poverty measurement approach that is employed. These classification techniques are widely used by governments, non-profit organizations, and development agencies for policy design and implementation. Using primary data collected in Ethiopia, Ghana, and Uganda, we find almost no agreement in how four commonly used approaches rank 16,150 households in terms of poverty status. This result holds for each country, for urban and rural households, and across the entire socio-economic distribution. Households' poverty rankings differ by an entire quartile on average. Conclusions about progress toward poverty alleviation goals may depend in large part on how poverty is measured.
More Related Videos
Related Concept Videos
Outliers and Influential Points
Bias in Epidemiological Studies
Ratio Level of Measurement
A set of data measured using the ratio scale takes care of the ratio problem and provides complete information. Ratio scale data are like interval scale data, except they have a zero point and ratios can be calculated....
Stereotype Content Model
Confounding in Epidemiological Studies
Nominal Level of Measurement
The data that cannot be measured but can be grouped into categories fall under the nominal level of measurement. Data that is measured using a nominal...

