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What to use to express the variability of data: Standard deviation or standard error of mean?
Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used int...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3487226/ https://www.ncbi.nlm.nih.gov/pubmed/23125963 http://dx.doi.org/10.4103/2229-3485.100662 |
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author | Barde, Mohini P. Barde, Prajakt J. |
author_facet | Barde, Mohini P. Barde, Prajakt J. |
author_sort | Barde, Mohini P. |
collection | PubMed |
description | Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used interchangeably to express the variability; though they measure different parameters. SEM quantifies uncertainty in estimate of the mean whereas SD indicates dispersion of the data from mean. As readers are generally interested in knowing the variability within sample, descriptive data should be precisely summarized with SD. Use of SEM should be limited to compute CI which measures the precision of population estimate. Journals can avoid such errors by requiring authors to adhere to their guidelines. |
format | Online Article Text |
id | pubmed-3487226 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-34872262012-11-02 What to use to express the variability of data: Standard deviation or standard error of mean? Barde, Mohini P. Barde, Prajakt J. Perspect Clin Res Biostatistics Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used interchangeably to express the variability; though they measure different parameters. SEM quantifies uncertainty in estimate of the mean whereas SD indicates dispersion of the data from mean. As readers are generally interested in knowing the variability within sample, descriptive data should be precisely summarized with SD. Use of SEM should be limited to compute CI which measures the precision of population estimate. Journals can avoid such errors by requiring authors to adhere to their guidelines. Medknow Publications & Media Pvt Ltd 2012 /pmc/articles/PMC3487226/ /pubmed/23125963 http://dx.doi.org/10.4103/2229-3485.100662 Text en Copyright: © Perspectives in Clinical Research http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Biostatistics Barde, Mohini P. Barde, Prajakt J. What to use to express the variability of data: Standard deviation or standard error of mean? |
title | What to use to express the variability of data: Standard deviation or standard error of mean? |
title_full | What to use to express the variability of data: Standard deviation or standard error of mean? |
title_fullStr | What to use to express the variability of data: Standard deviation or standard error of mean? |
title_full_unstemmed | What to use to express the variability of data: Standard deviation or standard error of mean? |
title_short | What to use to express the variability of data: Standard deviation or standard error of mean? |
title_sort | what to use to express the variability of data: standard deviation or standard error of mean? |
topic | Biostatistics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3487226/ https://www.ncbi.nlm.nih.gov/pubmed/23125963 http://dx.doi.org/10.4103/2229-3485.100662 |
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