'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations

Cross-tabulations are a simple but important tool for understanding the distribution of socio-demographic characteristics among participants in epidemiological studies. We developed a generic SAS macro, '%svy_freqs', to create publication-quality tables from cross-tabulations between a fac...

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Autores principales:	Jacques Muthusi, Peter W. Young, Samuel Mwalili
Formato:	article
Lenguaje:	EN
Publicado:	Ubiquity Press 2021
Materias:	sas macro disease prevalence three-way crosstabulations reproducible research replication-based variance estimation Computer software QA76.75-76.765
Acceso en línea:	https://doaj.org/article/93b1751975f84c318fb500a055c9d594
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id	oai:doaj.org-article:93b1751975f84c318fb500a055c9d594
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spelling	oai:doaj.org-article:93b1751975f84c318fb500a055c9d5942021-11-08T08:11:52Z'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations2049-964710.5334/jors.318https://doaj.org/article/93b1751975f84c318fb500a055c9d5942021-10-01T00:00:00Zhttps://openresearchsoftware.metajnl.com/articles/318https://doaj.org/toc/2049-9647Cross-tabulations are a simple but important tool for understanding the distribution of socio-demographic characteristics among participants in epidemiological studies. We developed a generic SAS macro, '%svy_freqs', to create publication-quality tables from cross-tabulations between a factor and a by-group variable given a third variable using survey or non-survey data. The macro also performs two-way cross-tabulations and provides extra features not available in existing procedures such as ability to incorporate parameters for survey design and replication-based variance estimation methods, performing validation checks for input parameters, transparently formatting variable values from character into numeric and allowing for generalizability. We demonstrate the macro using the 2013–2014 National Health and Nutrition Examination Survey (NHANES), a complex survey designed to assess the health and nutritional status of adults and children in the United States.Jacques MuthusiPeter W. YoungSamuel MwaliliUbiquity Pressarticlesas macrodisease prevalencethree-way crosstabulationsreproducible researchreplication-based variance estimationComputer softwareQA76.75-76.765ENJournal of Open Research Software, Vol 9, Iss 1 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	sas macro disease prevalence three-way crosstabulations reproducible research replication-based variance estimation Computer software QA76.75-76.765
spellingShingle	sas macro disease prevalence three-way crosstabulations reproducible research replication-based variance estimation Computer software QA76.75-76.765 Jacques Muthusi Peter W. Young Samuel Mwalili '%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
description	Cross-tabulations are a simple but important tool for understanding the distribution of socio-demographic characteristics among participants in epidemiological studies. We developed a generic SAS macro, '%svy_freqs', to create publication-quality tables from cross-tabulations between a factor and a by-group variable given a third variable using survey or non-survey data. The macro also performs two-way cross-tabulations and provides extra features not available in existing procedures such as ability to incorporate parameters for survey design and replication-based variance estimation methods, performing validation checks for input parameters, transparently formatting variable values from character into numeric and allowing for generalizability. We demonstrate the macro using the 2013–2014 National Health and Nutrition Examination Survey (NHANES), a complex survey designed to assess the health and nutritional status of adults and children in the United States.
format	article
author	Jacques Muthusi Peter W. Young Samuel Mwalili
author_facet	Jacques Muthusi Peter W. Young Samuel Mwalili
author_sort	Jacques Muthusi
title	'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
title_short	'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
title_full	'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
title_fullStr	'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
title_full_unstemmed	'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations
title_sort	'%svy_freqs': a generic sas macro for creating publication-quality three-way cross-tabulations
publisher	Ubiquity Press
publishDate	2021
url	https://doaj.org/article/93b1751975f84c318fb500a055c9d594
work_keys_str_mv	AT jacquesmuthusi svyfreqsagenericsasmacroforcreatingpublicationqualitythreewaycrosstabulations AT peterwyoung svyfreqsagenericsasmacroforcreatingpublicationqualitythreewaycrosstabulations AT samuelmwalili svyfreqsagenericsasmacroforcreatingpublicationqualitythreewaycrosstabulations
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'%svy_freqs': A Generic SAS Macro for Creating Publication-Quality Three-Way Cross-Tabulations

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