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The Saudi National Mental Health Survey: Sample design and weight development
OBJECTIVES: To describe the sample design and weighting procedures used in the Saudi National Mental Health Survey (SNMHS). METHODS: A multistage clustered area probability design was used to select the SNMHS sample with one male and one female KSA citizen ages 15–65 surveyed in each sample househol...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332121/ http://dx.doi.org/10.1002/mpr.1829 |
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author | Mneimneh, Zeina N. Heeringa, Steven G. Lin, Yu‐Chieh Altwaijri, Yasmin A. Nishimura, Raphael |
author_facet | Mneimneh, Zeina N. Heeringa, Steven G. Lin, Yu‐Chieh Altwaijri, Yasmin A. Nishimura, Raphael |
author_sort | Mneimneh, Zeina N. |
collection | PubMed |
description | OBJECTIVES: To describe the sample design and weighting procedures used in the Saudi National Mental Health Survey (SNMHS). METHODS: A multistage clustered area probability design was used to select the SNMHS sample with one male and one female KSA citizen ages 15–65 surveyed in each sample household. RESULTS: A design representative of the household population was developed and modified iteratively to adjust for unanticipated field complications. These modifications, along with variation in within‐household probabilities of selection and geographic–demographic variation in response rates were accounted for through survey weights. Design‐based estimation methods were used to adjust for the effects of these weights and of geographic clustering. Design effects were estimated and simulations were carried out on bias‐variancetrade‐offs in weight trimming to evaluate the implication of design features for precision of estimates. CONCLUSIONS: The multiple purposes of the survey will require the use of different weights for different types of analyses, including household and person weights as well as weights for proxy reports about household members whose disabilities prevented them from participating in the survey. It will be important to use these different weights appropriately in the diverse analyses that will be undertaken with the SNMHS data. |
format | Online Article Text |
id | pubmed-9332121 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93321212022-07-30 The Saudi National Mental Health Survey: Sample design and weight development Mneimneh, Zeina N. Heeringa, Steven G. Lin, Yu‐Chieh Altwaijri, Yasmin A. Nishimura, Raphael Int J Methods Psychiatr Res Special Issue Articles OBJECTIVES: To describe the sample design and weighting procedures used in the Saudi National Mental Health Survey (SNMHS). METHODS: A multistage clustered area probability design was used to select the SNMHS sample with one male and one female KSA citizen ages 15–65 surveyed in each sample household. RESULTS: A design representative of the household population was developed and modified iteratively to adjust for unanticipated field complications. These modifications, along with variation in within‐household probabilities of selection and geographic–demographic variation in response rates were accounted for through survey weights. Design‐based estimation methods were used to adjust for the effects of these weights and of geographic clustering. Design effects were estimated and simulations were carried out on bias‐variancetrade‐offs in weight trimming to evaluate the implication of design features for precision of estimates. CONCLUSIONS: The multiple purposes of the survey will require the use of different weights for different types of analyses, including household and person weights as well as weights for proxy reports about household members whose disabilities prevented them from participating in the survey. It will be important to use these different weights appropriately in the diverse analyses that will be undertaken with the SNMHS data. John Wiley and Sons Inc. 2020-08-15 /pmc/articles/PMC9332121/ http://dx.doi.org/10.1002/mpr.1829 Text en © 2020 The Authors. International Journal of Methods in Psychiatric Research Published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Special Issue Articles Mneimneh, Zeina N. Heeringa, Steven G. Lin, Yu‐Chieh Altwaijri, Yasmin A. Nishimura, Raphael The Saudi National Mental Health Survey: Sample design and weight development |
title | The Saudi National Mental Health Survey: Sample design and weight development |
title_full | The Saudi National Mental Health Survey: Sample design and weight development |
title_fullStr | The Saudi National Mental Health Survey: Sample design and weight development |
title_full_unstemmed | The Saudi National Mental Health Survey: Sample design and weight development |
title_short | The Saudi National Mental Health Survey: Sample design and weight development |
title_sort | saudi national mental health survey: sample design and weight development |
topic | Special Issue Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332121/ http://dx.doi.org/10.1002/mpr.1829 |
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