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Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review
AIM: Prevalence and incidence of spinal cord injury (SCI) are low. However, sample sizes have not been systematically examined yet, although this might represent useful information for study planning and power considerations. Therefore, our objective was to determine the median sample size in clinic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771853/ https://www.ncbi.nlm.nih.gov/pubmed/31231977 http://dx.doi.org/10.1111/jebm.12356 |
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author | Zimmermann, Georg Bolter, Lisa‐Maria Sluka, Ronny Höller, Yvonne Bathke, Arne C. Thomschewski, Aljoscha Leis, Stefan Lattanzi, Simona Brigo, Francesco Trinka, Eugen |
author_facet | Zimmermann, Georg Bolter, Lisa‐Maria Sluka, Ronny Höller, Yvonne Bathke, Arne C. Thomschewski, Aljoscha Leis, Stefan Lattanzi, Simona Brigo, Francesco Trinka, Eugen |
author_sort | Zimmermann, Georg |
collection | PubMed |
description | AIM: Prevalence and incidence of spinal cord injury (SCI) are low. However, sample sizes have not been systematically examined yet, although this might represent useful information for study planning and power considerations. Therefore, our objective was to determine the median sample size in clinical trials on SCI individuals. Moreover, within small‐sample size studies, statistical methods and awareness of potential problems regarding small samples were examined. METHODS: We systematically reviewed all studies on human SCI individuals published between 2014 and 2015, where the effect of an intervention on one or more health‐related outcomes was assessed by means of a hypothesis test. If at least one group had a size <20, the study was classified as a small sample size study. PubMed was searched for eligible studies; subsequently, data on sample sizes and statistical methods were extracted and summarized descriptively. RESULTS: Out of 8897 studies 207 were included. Median total sample size was 18 (range 4‐582). Small sample sizes were found in 167/207 (81%) studies, resulting limitations and implications for statistical analyses were mentioned in 109/167 (65%) studies. CONCLUSIONS: Although most recent SCI trials have been conducted with small samples, the consequences on statistical analysis methods and the validity of the results are rarely acknowledged. |
format | Online Article Text |
id | pubmed-6771853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67718532019-10-07 Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review Zimmermann, Georg Bolter, Lisa‐Maria Sluka, Ronny Höller, Yvonne Bathke, Arne C. Thomschewski, Aljoscha Leis, Stefan Lattanzi, Simona Brigo, Francesco Trinka, Eugen J Evid Based Med Articles AIM: Prevalence and incidence of spinal cord injury (SCI) are low. However, sample sizes have not been systematically examined yet, although this might represent useful information for study planning and power considerations. Therefore, our objective was to determine the median sample size in clinical trials on SCI individuals. Moreover, within small‐sample size studies, statistical methods and awareness of potential problems regarding small samples were examined. METHODS: We systematically reviewed all studies on human SCI individuals published between 2014 and 2015, where the effect of an intervention on one or more health‐related outcomes was assessed by means of a hypothesis test. If at least one group had a size <20, the study was classified as a small sample size study. PubMed was searched for eligible studies; subsequently, data on sample sizes and statistical methods were extracted and summarized descriptively. RESULTS: Out of 8897 studies 207 were included. Median total sample size was 18 (range 4‐582). Small sample sizes were found in 167/207 (81%) studies, resulting limitations and implications for statistical analyses were mentioned in 109/167 (65%) studies. CONCLUSIONS: Although most recent SCI trials have been conducted with small samples, the consequences on statistical analysis methods and the validity of the results are rarely acknowledged. John Wiley and Sons Inc. 2019-06-23 2019-08 /pmc/articles/PMC6771853/ /pubmed/31231977 http://dx.doi.org/10.1111/jebm.12356 Text en © 2019 The Authors. Journal of Evidence‐Based Medicine published by Chinese Cochrane Center, West China Hospital of Sichuan University and John Wiley & Sons Australia, Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Articles Zimmermann, Georg Bolter, Lisa‐Maria Sluka, Ronny Höller, Yvonne Bathke, Arne C. Thomschewski, Aljoscha Leis, Stefan Lattanzi, Simona Brigo, Francesco Trinka, Eugen Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title | Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title_full | Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title_fullStr | Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title_full_unstemmed | Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title_short | Sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: A systematic review |
title_sort | sample sizes and statistical methods in interventional studies on individuals with spinal cord injury: a systematic review |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771853/ https://www.ncbi.nlm.nih.gov/pubmed/31231977 http://dx.doi.org/10.1111/jebm.12356 |
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