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Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala

BACKGROUND: Asset-based indices are widely-used proxy measures of wealth in low and middle-income countries (LMIC). The stability of these indices within households over time is not known. METHODS: We develop a harmonized household asset index using Principal Component Analysis for the participants...

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Autores principales: Varghese, Jithin Sam, Maluccio, John A., Cunningham, Solveig A., Ramirez-Zea, Manuel, Stein, Aryeh D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074514/
https://www.ncbi.nlm.nih.gov/pubmed/33902451
http://dx.doi.org/10.1186/s12874-021-01263-4
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author Varghese, Jithin Sam
Maluccio, John A.
Cunningham, Solveig A.
Ramirez-Zea, Manuel
Stein, Aryeh D.
author_facet Varghese, Jithin Sam
Maluccio, John A.
Cunningham, Solveig A.
Ramirez-Zea, Manuel
Stein, Aryeh D.
author_sort Varghese, Jithin Sam
collection PubMed
description BACKGROUND: Asset-based indices are widely-used proxy measures of wealth in low and middle-income countries (LMIC). The stability of these indices within households over time is not known. METHODS: We develop a harmonized household asset index using Principal Component Analysis for the participants (n = 2392) of INCAP Longitudinal Study, Guatemala using data from six waves of follow-up over the period of 1965–2018. We estimate its cross-sectional association with parental schooling (in 1967–75) and attained schooling (in 2015–18) of cohort members. We study how patterns of cross-sectional loadings change over time and between urban-rural settings. We assess its robustness to omission of assets or study waves and alternate specifications of factor extraction procedure (exploratory factor analysis, multiple correspondence analysis). RESULTS: The harmonized index constructed using 8 assets and 11 housing characteristics explained 32.4% of the variance. Most households increased in absolute wealth over time with median wealth (25th percentile, 75th percentile; households) increasing from − 3.74 (− 4.42, − 3.07; 547) in 1967 to 2.08 (1.41, 2.67; 1145) in 2017–18. Ownership of television, electricity, quality of flooring and sanitary installation explained the largest proportion of variance. The index is positively associated with measures of schooling (maternal: r = 0.16; paternal: r = 0.10; attained: r = 0.35, all p < 0.001). In 2015–18, house ownership versus housing characteristics and ownership of electronic goods differentiate households in urban and rural areas respectively. The index is robust for omission of assets or study waves, indicator categorization and factor extraction method. CONCLUSION: A temporally harmonized asset index constructed from consistently administered surveys in a cohort setting over time may allow study of associations of life-course social mobility with human capital outcomes in LMIC contexts. The approach permits exploration of trends in household wealth of the sample over a follow-up period against repeated cross-sectional surveys which permit the estimation of only the mean trajectory. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12874-021-01263-4.
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spelling pubmed-80745142021-04-29 Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala Varghese, Jithin Sam Maluccio, John A. Cunningham, Solveig A. Ramirez-Zea, Manuel Stein, Aryeh D. BMC Med Res Methodol Research Article BACKGROUND: Asset-based indices are widely-used proxy measures of wealth in low and middle-income countries (LMIC). The stability of these indices within households over time is not known. METHODS: We develop a harmonized household asset index using Principal Component Analysis for the participants (n = 2392) of INCAP Longitudinal Study, Guatemala using data from six waves of follow-up over the period of 1965–2018. We estimate its cross-sectional association with parental schooling (in 1967–75) and attained schooling (in 2015–18) of cohort members. We study how patterns of cross-sectional loadings change over time and between urban-rural settings. We assess its robustness to omission of assets or study waves and alternate specifications of factor extraction procedure (exploratory factor analysis, multiple correspondence analysis). RESULTS: The harmonized index constructed using 8 assets and 11 housing characteristics explained 32.4% of the variance. Most households increased in absolute wealth over time with median wealth (25th percentile, 75th percentile; households) increasing from − 3.74 (− 4.42, − 3.07; 547) in 1967 to 2.08 (1.41, 2.67; 1145) in 2017–18. Ownership of television, electricity, quality of flooring and sanitary installation explained the largest proportion of variance. The index is positively associated with measures of schooling (maternal: r = 0.16; paternal: r = 0.10; attained: r = 0.35, all p < 0.001). In 2015–18, house ownership versus housing characteristics and ownership of electronic goods differentiate households in urban and rural areas respectively. The index is robust for omission of assets or study waves, indicator categorization and factor extraction method. CONCLUSION: A temporally harmonized asset index constructed from consistently administered surveys in a cohort setting over time may allow study of associations of life-course social mobility with human capital outcomes in LMIC contexts. The approach permits exploration of trends in household wealth of the sample over a follow-up period against repeated cross-sectional surveys which permit the estimation of only the mean trajectory. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12874-021-01263-4. BioMed Central 2021-04-26 /pmc/articles/PMC8074514/ /pubmed/33902451 http://dx.doi.org/10.1186/s12874-021-01263-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Varghese, Jithin Sam
Maluccio, John A.
Cunningham, Solveig A.
Ramirez-Zea, Manuel
Stein, Aryeh D.
Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title_full Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title_fullStr Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title_full_unstemmed Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title_short Development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in Guatemala
title_sort development of a temporally harmonized asset index: evidence from across 50 years of follow up of a birth cohort in guatemala
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074514/
https://www.ncbi.nlm.nih.gov/pubmed/33902451
http://dx.doi.org/10.1186/s12874-021-01263-4
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