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Process / pipelineWealth and asset measurement

Asset Index Construction

Asset index construction builds a proxy for household wealth or socioeconomic status from observable possessions — durable goods, housing quality, and access to utilities — when reliable income or consumption data are unavailable. The dominant approach, popularized by Deon Filmer and Lant Pritchett in 2001, applies principal component analysis (PCA) to a set of asset variables and uses the first principal component as a set of weights, producing a single wealth score for each household. The method underlies the wealth quintiles reported in Demographic and Health Surveys and many other household surveys across low- and middle-income countries.

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来源

  1. Filmer, D., & Pritchett, L. H. (2001). Estimating Wealth Effects without Expenditure Data—or Tears: An Application to Educational Enrollments in States of India. Demography, 38(1), 115-132. DOI: 10.1353/dem.2001.0003
  2. Vyas, S., & Kumaranayake, L. (2006). Constructing socio-economic status indices: how to use principal components analysis. Health Policy and Planning, 21(6), 459-468. DOI: 10.1093/heapol/czl029

如何引用本页

ScholarGate. (2026, June 22). Asset-based Wealth Index (Principal Component Analysis). ScholarGate. https://scholargate.app/zh/development-studies/asset-index-construction

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ScholarGateAsset Index Construction (Asset-based Wealth Index (Principal Component Analysis)). 于 2026-06-24 检索自 https://scholargate.app/zh/development-studies/asset-index-construction · 数据集: https://doi.org/10.5281/zenodo.20539026