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What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey

BACKGROUND: Statistical methods form the basis for clinical decision-making in evidence-based anesthesia. Data on the knowledge of anesthesiologists about statistics are lacking. This pilot study aims to provide a first impression of the anesthesiologists' understanding of commonly used concept...

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Autores principales: Schober, Patrick, Bossers, Sebastiaan M., Dong, Phi-Vu, Boer, Christa, Schwarte, Lothar A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5660771/
https://www.ncbi.nlm.nih.gov/pubmed/29158732
http://dx.doi.org/10.1155/2017/4201289
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author Schober, Patrick
Bossers, Sebastiaan M.
Dong, Phi-Vu
Boer, Christa
Schwarte, Lothar A.
author_facet Schober, Patrick
Bossers, Sebastiaan M.
Dong, Phi-Vu
Boer, Christa
Schwarte, Lothar A.
author_sort Schober, Patrick
collection PubMed
description BACKGROUND: Statistical methods form the basis for clinical decision-making in evidence-based anesthesia. Data on the knowledge of anesthesiologists about statistics are lacking. This pilot study aims to provide a first impression of the anesthesiologists' understanding of commonly used concepts in statistics. METHODS: A cross-sectional pilot survey was performed at a major international anesthesia conference. The questionnaire consisted of three basic multiple-choice questions on the topics “p value,” “confidence interval,” and “correlation.” Results of the questions are reported as percentage of correct answers (95% confidence interval). RESULTS: 65 questionnaires were analyzed. Forty participants were male, and mean age was 40 (standard deviation: 10) years. The question addressing the p value was correctly answered by 15% (95% CI: 8 to 27%) of respondents. The question concerning the 95% confidence interval was answered correctly by 28% (95% CI: 18 to 40%) of participants. For the question about correlation, a correct answer was given by 52% (95% CI: 40 to 64%). None of the participants answered all questions correctly, and 19 participants provided a wrong answer to all questions. CONCLUSIONS: Anesthesiologists seem to demonstrate a poor understanding of statistical key concepts. Further studies are needed to address statistical knowledge gaps among anesthesiologists more comprehensively.
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spelling pubmed-56607712017-11-20 What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey Schober, Patrick Bossers, Sebastiaan M. Dong, Phi-Vu Boer, Christa Schwarte, Lothar A. Anesthesiol Res Pract Research Article BACKGROUND: Statistical methods form the basis for clinical decision-making in evidence-based anesthesia. Data on the knowledge of anesthesiologists about statistics are lacking. This pilot study aims to provide a first impression of the anesthesiologists' understanding of commonly used concepts in statistics. METHODS: A cross-sectional pilot survey was performed at a major international anesthesia conference. The questionnaire consisted of three basic multiple-choice questions on the topics “p value,” “confidence interval,” and “correlation.” Results of the questions are reported as percentage of correct answers (95% confidence interval). RESULTS: 65 questionnaires were analyzed. Forty participants were male, and mean age was 40 (standard deviation: 10) years. The question addressing the p value was correctly answered by 15% (95% CI: 8 to 27%) of respondents. The question concerning the 95% confidence interval was answered correctly by 28% (95% CI: 18 to 40%) of participants. For the question about correlation, a correct answer was given by 52% (95% CI: 40 to 64%). None of the participants answered all questions correctly, and 19 participants provided a wrong answer to all questions. CONCLUSIONS: Anesthesiologists seem to demonstrate a poor understanding of statistical key concepts. Further studies are needed to address statistical knowledge gaps among anesthesiologists more comprehensively. Hindawi 2017 2017-10-12 /pmc/articles/PMC5660771/ /pubmed/29158732 http://dx.doi.org/10.1155/2017/4201289 Text en Copyright © 2017 Patrick Schober et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Schober, Patrick
Bossers, Sebastiaan M.
Dong, Phi-Vu
Boer, Christa
Schwarte, Lothar A.
What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title_full What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title_fullStr What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title_full_unstemmed What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title_short What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
title_sort what do anesthesiologists know about p values, confidence intervals, and correlations: a pilot survey
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5660771/
https://www.ncbi.nlm.nih.gov/pubmed/29158732
http://dx.doi.org/10.1155/2017/4201289
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