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Alternative approaches for creating a wealth index: the case of Mozambique.
Xie, Kexin; Marathe, Achla; Deng, Xinwei; Ruiz-Castillo, Paula; Imputiua, Saimado; Elobolobo, Eldo; Mutepa, Victor; Sale, Mussa; Nicolas, Patricia; Montana, Julia; Jamisse, Edgar; Munguambe, Humberto; Materrula, Felisbela; Casellas, Aina; Rabinovich, Regina; Saute, Francisco; Chaccour, Carlos J; Sacoor, Charfudin; Rist, Cassidy.
Afiliação
  • Xie K; Department of Statistics, Virginia Tech, Blacksburg, Virginia, USA.
  • Marathe A; Network Systems Science and Advanced Computing Division, Biocomplexity Institute, University of Virginia, Charlottesville, Virginia, USA achla@virginia.edu.
  • Deng X; Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA.
  • Ruiz-Castillo P; Department of Statistics, Virginia Tech, Blacksburg, Virginia, USA.
  • Imputiua S; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.
  • Elobolobo E; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Mutepa V; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Sale M; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Nicolas P; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Montana J; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.
  • Jamisse E; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Munguambe H; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.
  • Materrula F; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Casellas A; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Rabinovich R; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Saute F; Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.
  • Chaccour CJ; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.
  • Sacoor C; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.
  • Rist C; Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA.
BMJ Glob Health ; 8(8)2023 08.
Article em En | MEDLINE | ID: mdl-37643807
INTRODUCTION: The wealth index is widely used as a proxy for a household's socioeconomic position (SEP) and living standard. This work constructs a wealth index for the Mopeia district in Mozambique using data collected in year 2021 under the BOHEMIA (Broad One Health Endectocide-based Malaria Intervention in Africa) project. METHODS: We evaluate the performance of three alternative approaches against the Demographic and Health Survey (DHS) method based wealth index: feature selection principal components analysis (PCA), sparse PCA and robust PCA. The internal coherence between four wealth indices is investigated through statistical testing. Validation and an evaluation of the stability of the wealth index are performed with additional household income data from the BOHEMIA Health Economics Survey and the 2018 Malaria Indicator Survey data in Mozambique. RESULTS: The Spearman's rank correlation between wealth index ventiles from four methods is over 0.98, indicating a high consistency in results across methods. Wealth rankings and households' income show a strong concordance with the area under the curve value of ~0.7 in the receiver operating characteristic analysis. The agreement between the alternative wealth indices and the DHS wealth index demonstrates the stability in rankings from the alternative methods. CONCLUSIONS: This study creates a wealth index for Mopeia, Mozambique, and shows that DHS method based wealth index is an appropriate proxy for the SEP in low-income regions. However, this research recommends feature selection PCA over the DHS method since it uses fewer asset indicators and constructs a high-quality wealth index.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Saúde Única Tipo de estudo: Prognostic_studies Limite: Humans País/Região como assunto: Africa Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Saúde Única Tipo de estudo: Prognostic_studies Limite: Humans País/Região como assunto: Africa Idioma: En Ano de publicação: 2023 Tipo de documento: Article