To impute or not to impute, and how? A review of poverty‐estimation methods in the absence of consumption data

HAH Dang - Development Policy Review, 2021 - Wiley Online Library
Motivation A major challenge with poverty measurement is that household consumption (or
income) data are often unavailable or not comparable across survey rounds. Furthermore …

Poverty imputation in contexts without consumption data: a revisit with further refinements

HAH Dang, T Kilic, K Abanokova… - Review of Income and …, 2023 - Wiley Online Library
Survey‐to‐survey imputation has been increasingly employed to address data gaps for
poverty measurement in poorer countries. We refine existing imputation models, using 14 …

Estimating poverty for refugees in data-scarce contexts: an application of cross-survey imputation

HAH Dang, P Verme - Journal of Population Economics, 2023 - Springer
The increasing growth of forced displacement worldwide has brought more attention to
measuring poverty among refugee populations. However, refugee data remain scarce …

Estimating Poverty for Refugee Populations: Can Cross-Survey Imputation Methods Substitute for Data Scarcity?

HA Dang, P Verme - World Bank Policy research Working Paper, 2019 - papers.ssrn.com
The increasing growth of forced displacement worldwide has led to the stronger interest of
various stakeholders in measuring poverty among refugee populations. However, refugee …

Measuring monetary poverty in the Middle East and North Africa (MENA) region: Data gaps and different options to address them

A Atamanov, S Tandon, G Lopez-Acevedo… - 2020 - econstor.eu
This paper identifies gaps in availability, access, and quality of household budget surveys in
the Middle East and North Africa region used to measure monetary poverty and evaluates …

Using Cross-Survey Imputation to Estimate Poverty for Venezuelan Refugees in Colombia

I Sarr, HA Dang, CSG Gutierrez, T Beltramo, P Verme - 2024 - econstor.eu
Household consumption or income surveys do not typically cover refugee populations. In the
rare cases where refuges are included, inconsistencies between different data sources …

[PDF][PDF] Who did Covid-19 hurt the most in Sub-Saharan Africa?

FT Seuyong, I Edochie, D Newhouse, AR Silwal - 2024 - openknowledge.worldbank.org
How did the economic impact of the crisis caused by Covid-19 impacted poor households in
Sub-Saharan Africa? While statistics on infections and deaths suggest that Sub-Saharan …

Imputing Poverty Indicators without Consumption Data: An Exploratory Analysis

HA Dang, T Kilic, K Abanokova, C Carletto - 2024 - econstor.eu
Accurate poverty measurement relies on household consumption data, but such data are
often inadequate, outdated or display inconsistencies over time in poorer countries. To …

Measuring poverty with administrative data in data deprived contexts: The case of Nicaragua

J Cuesta, C Chagalj - Economics Letters, 2019 - Elsevier
Microsimulations are routinely used to estimate poverty in contexts of data deprivation. This
paper explores how microsimulations can be enhanced by adding widely available …

To impute or not to impute? a review of alternative poverty estimation methods in the context of unavailable consumption data

HA Dang - A Review of Alternative Poverty Estimation Methods in …, 2018 - papers.ssrn.com
There is an increasingly stronger demand for more frequent and accurate poverty estimates,
despite the oftentimes unavailable household consumption data. This paper offers a review …