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Statistical methods used in the public health literature and implications for training of public health professionals
Statistical literacy and knowledge is needed to read and understand the public health literature. The purpose of this study was to quantify basic and advanced statistical methods used in public health research. We randomly sampled 216 published articles from seven top tier general public health jour...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5462407/ https://www.ncbi.nlm.nih.gov/pubmed/28591190 http://dx.doi.org/10.1371/journal.pone.0179032 |
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author | Hayat, Matthew J. Powell, Amanda Johnson, Tessa Cadwell, Betsy L. |
author_facet | Hayat, Matthew J. Powell, Amanda Johnson, Tessa Cadwell, Betsy L. |
author_sort | Hayat, Matthew J. |
collection | PubMed |
description | Statistical literacy and knowledge is needed to read and understand the public health literature. The purpose of this study was to quantify basic and advanced statistical methods used in public health research. We randomly sampled 216 published articles from seven top tier general public health journals. Studies were reviewed by two readers and a standardized data collection form completed for each article. Data were analyzed with descriptive statistics and frequency distributions. Results were summarized for statistical methods used in the literature, including descriptive and inferential statistics, modeling, advanced statistical techniques, and statistical software used. Approximately 81.9% of articles reported an observational study design and 93.1% of articles were substantively focused. Descriptive statistics in table or graphical form were reported in more than 95% of the articles, and statistical inference reported in more than 76% of the studies reviewed. These results reveal the types of statistical methods currently used in the public health literature. Although this study did not obtain information on what should be taught, information on statistical methods being used is useful for curriculum development in graduate health sciences education, as well as making informed decisions about continuing education for public health professionals. |
format | Online Article Text |
id | pubmed-5462407 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54624072017-06-22 Statistical methods used in the public health literature and implications for training of public health professionals Hayat, Matthew J. Powell, Amanda Johnson, Tessa Cadwell, Betsy L. PLoS One Research Article Statistical literacy and knowledge is needed to read and understand the public health literature. The purpose of this study was to quantify basic and advanced statistical methods used in public health research. We randomly sampled 216 published articles from seven top tier general public health journals. Studies were reviewed by two readers and a standardized data collection form completed for each article. Data were analyzed with descriptive statistics and frequency distributions. Results were summarized for statistical methods used in the literature, including descriptive and inferential statistics, modeling, advanced statistical techniques, and statistical software used. Approximately 81.9% of articles reported an observational study design and 93.1% of articles were substantively focused. Descriptive statistics in table or graphical form were reported in more than 95% of the articles, and statistical inference reported in more than 76% of the studies reviewed. These results reveal the types of statistical methods currently used in the public health literature. Although this study did not obtain information on what should be taught, information on statistical methods being used is useful for curriculum development in graduate health sciences education, as well as making informed decisions about continuing education for public health professionals. Public Library of Science 2017-06-07 /pmc/articles/PMC5462407/ /pubmed/28591190 http://dx.doi.org/10.1371/journal.pone.0179032 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Hayat, Matthew J. Powell, Amanda Johnson, Tessa Cadwell, Betsy L. Statistical methods used in the public health literature and implications for training of public health professionals |
title | Statistical methods used in the public health literature and implications for training of public health professionals |
title_full | Statistical methods used in the public health literature and implications for training of public health professionals |
title_fullStr | Statistical methods used in the public health literature and implications for training of public health professionals |
title_full_unstemmed | Statistical methods used in the public health literature and implications for training of public health professionals |
title_short | Statistical methods used in the public health literature and implications for training of public health professionals |
title_sort | statistical methods used in the public health literature and implications for training of public health professionals |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5462407/ https://www.ncbi.nlm.nih.gov/pubmed/28591190 http://dx.doi.org/10.1371/journal.pone.0179032 |
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