To impute or not to impute, and how? A review of poverty‐estimation methods in the absence of consumption data
Bibliographic Data
| ID | 21590765 |
|---|---|
| Authors | Hai-Anh Dang (0000-0003-4913-5291, World Bank, corresponding author), Hai‐Anh H Dang (Analytics and Tools Unit, Development Data Group World Bank; IZA; Indiana University; Center of Analysis and Forecasting Vietnam’s Academy of Social Sciences Washington, DC USA) |
| Year | 2021 |
| Volume | 39 |
| Issue | 6 |
| Pages | 1008-1030 |
| Publication date | 2021-11-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Development Policy Review (JOURNAL) |
| Journal identifiers | ISSN: 0950-6764 • E-ISSN: 1467-7679 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1111/dpr.12495 |
| OpenAlex | W3005164708 |
| Language | EN |
| Citations received | 5 |
| References cited | 67 |
Econometrics · Economic growth · Economics · Machine learning · Measuring poverty · Missing data · Poverty · Sociology · Statistics · Survey data collection · Computer Science · Gender, Labor, and Family Dynamics · Income, Poverty, and Inequality · Poverty, Education, and Child Welfare
A Broken Social Elevator? How to Promote Social Mobility
Welfare Dynamics in Colombia
Economic Mobility in Europe and Central Asia
For Protection and Promotion
Multidimensional Poverty Measurement and Analysis
Mapping poverty using mobile phone and satellite data
Empirical Strategies in Labor Economics
Targeting Outcomes Redux
Is Poverty in Africa Mostly Chronic or Transient? Evidence from Synthetic Panel Data
Poverty in a Rising Africa
Costing Household Surveys for Monitoring Progress Toward Ending Extreme Poverty and Boosting Shared Prosperity
Data Deprivation
Estimating Poverty Rates in Target Populations
Monitoring Global Poverty
Measuring Poverty Dynamics with Synthetic Panels Based on Cross-Sections
The Economics of Poverty
The analysis of household surveys
Socioeconomic Status Measurement With Discrete Proxy Variables
Multiple Imputation for Nonresponse in Surveys
Micro-Level Estimation of Poverty and Inequality
Calculating Comparable Statistics From Incomparable Surveys, With an Application to Poverty in India
Using Census and Survey Data to Estimate Poverty and Inequality for Small Areas
Forest Loss and Economic Inequality in the Solomon Islands
Small area estimation-based prediction methods to track poverty
Estimating poverty transitions using repeated cross-sections
A model based approach for predicting annual poverty rates without expenditure data
Poverty Comparisons Over Time and Across Countries in Africa
Measuring chronic poverty without a panel
Poverty alleviation through geographic targeting
Using repeated cross-sections to explore movements into and out of poverty
A theory-based living standards index for measuring poverty in developing countries
Methods of household consumption measurement through surveys
A poor means test? Econometric targeting in Africa
Validity of rapid estimates of household wealth and income for health surveys in rural Africa
Assessing Asset Indices
Estimating wealth effects without expenditure data—or tears
Estimating Wealth Effects without Expenditure Data-or Tears
Vietnam’s Evolving Poverty Index Map
Poverty Dynamics in India between 2004 and 2012
| Unique citing works | 5 |
|---|---|
| Citations per year | 0,71 |
| Citation span | 2019 - 2025 (7) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 5 |