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Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey

Good quality medical research generally requires not only an expertise in the chosen medical field of interest but also a sound knowledge of statistical methodology. The number of medical research articles which have been published in Indian medical journals has increased quite substantially in the...

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Autores principales: Hassan, Shabbeer, Yellur, Rajashree, Subramani, Pooventhan, Adiga, Poornima, Gokhale, Manoj, Iyer, Manasa S., Mayya, Shreemathi S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391869/
https://www.ncbi.nlm.nih.gov/pubmed/25856194
http://dx.doi.org/10.1371/journal.pone.0121268
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author Hassan, Shabbeer
Yellur, Rajashree
Subramani, Pooventhan
Adiga, Poornima
Gokhale, Manoj
Iyer, Manasa S.
Mayya, Shreemathi S.
author_facet Hassan, Shabbeer
Yellur, Rajashree
Subramani, Pooventhan
Adiga, Poornima
Gokhale, Manoj
Iyer, Manasa S.
Mayya, Shreemathi S.
author_sort Hassan, Shabbeer
collection PubMed
description Good quality medical research generally requires not only an expertise in the chosen medical field of interest but also a sound knowledge of statistical methodology. The number of medical research articles which have been published in Indian medical journals has increased quite substantially in the past decade. The aim of this study was to collate all evidence on study design quality and statistical analyses used in selected leading Indian medical journals. Ten (10) leading Indian medical journals were selected based on impact factors and all original research articles published in 2003 (N = 588) and 2013 (N = 774) were categorized and reviewed. A validated checklist on study design, statistical analyses, results presentation, and interpretation was used for review and evaluation of the articles. Main outcomes considered in the present study were – study design types and their frequencies, error/defects proportion in study design, statistical analyses, and implementation of CONSORT checklist in RCT (randomized clinical trials). From 2003 to 2013: The proportion of erroneous statistical analyses did not decrease (χ((2))=0.592, Φ=0.027, p=0.4418), 25% (80/320) in 2003 compared to 22.6% (111/490) in 2013. Compared with 2003, significant improvement was seen in 2013; the proportion of papers using statistical tests increased significantly (χ(2)=26.96, Φ=0.16, p<0.0001) from 42.5% (250/588) to 56.7 % (439/774). The overall proportion of errors in study design decreased significantly (χ(2)=16.783, Φ=0.12 p<0.0001), 41.3% (243/588) compared to 30.6% (237/774). In 2013, randomized clinical trials designs has remained very low (7.3%, 43/588) with majority showing some errors (41 papers, 95.3%). Majority of the published studies were retrospective in nature both in 2003 [79.1% (465/588)] and in 2013 [78.2% (605/774)]. Major decreases in error proportions were observed in both results presentation (χ(2)=24.477, Φ=0.17, p<0.0001), 82.2% (263/320) compared to 66.3% (325/490) and interpretation (χ(2)=25.616, Φ=0.173, p<0.0001), 32.5% (104/320) compared to 17.1% (84/490), though some serious ones were still present. Indian medical research seems to have made no major progress regarding using correct statistical analyses, but error/defects in study designs have decreased significantly. Randomized clinical trials are quite rarely published and have high proportion of methodological problems.
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spelling pubmed-43918692015-04-21 Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey Hassan, Shabbeer Yellur, Rajashree Subramani, Pooventhan Adiga, Poornima Gokhale, Manoj Iyer, Manasa S. Mayya, Shreemathi S. PLoS One Research Article Good quality medical research generally requires not only an expertise in the chosen medical field of interest but also a sound knowledge of statistical methodology. The number of medical research articles which have been published in Indian medical journals has increased quite substantially in the past decade. The aim of this study was to collate all evidence on study design quality and statistical analyses used in selected leading Indian medical journals. Ten (10) leading Indian medical journals were selected based on impact factors and all original research articles published in 2003 (N = 588) and 2013 (N = 774) were categorized and reviewed. A validated checklist on study design, statistical analyses, results presentation, and interpretation was used for review and evaluation of the articles. Main outcomes considered in the present study were – study design types and their frequencies, error/defects proportion in study design, statistical analyses, and implementation of CONSORT checklist in RCT (randomized clinical trials). From 2003 to 2013: The proportion of erroneous statistical analyses did not decrease (χ((2))=0.592, Φ=0.027, p=0.4418), 25% (80/320) in 2003 compared to 22.6% (111/490) in 2013. Compared with 2003, significant improvement was seen in 2013; the proportion of papers using statistical tests increased significantly (χ(2)=26.96, Φ=0.16, p<0.0001) from 42.5% (250/588) to 56.7 % (439/774). The overall proportion of errors in study design decreased significantly (χ(2)=16.783, Φ=0.12 p<0.0001), 41.3% (243/588) compared to 30.6% (237/774). In 2013, randomized clinical trials designs has remained very low (7.3%, 43/588) with majority showing some errors (41 papers, 95.3%). Majority of the published studies were retrospective in nature both in 2003 [79.1% (465/588)] and in 2013 [78.2% (605/774)]. Major decreases in error proportions were observed in both results presentation (χ(2)=24.477, Φ=0.17, p<0.0001), 82.2% (263/320) compared to 66.3% (325/490) and interpretation (χ(2)=25.616, Φ=0.173, p<0.0001), 32.5% (104/320) compared to 17.1% (84/490), though some serious ones were still present. Indian medical research seems to have made no major progress regarding using correct statistical analyses, but error/defects in study designs have decreased significantly. Randomized clinical trials are quite rarely published and have high proportion of methodological problems. Public Library of Science 2015-04-09 /pmc/articles/PMC4391869/ /pubmed/25856194 http://dx.doi.org/10.1371/journal.pone.0121268 Text en © 2015 Shabbeer et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hassan, Shabbeer
Yellur, Rajashree
Subramani, Pooventhan
Adiga, Poornima
Gokhale, Manoj
Iyer, Manasa S.
Mayya, Shreemathi S.
Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title_full Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title_fullStr Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title_full_unstemmed Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title_short Research Design and Statistical Methods in Indian Medical Journals: A Retrospective Survey
title_sort research design and statistical methods in indian medical journals: a retrospective survey
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391869/
https://www.ncbi.nlm.nih.gov/pubmed/25856194
http://dx.doi.org/10.1371/journal.pone.0121268
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