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 concepts in...

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Main Authors: Patrick Schober, Sebastiaan M. Bossers, Phi-Vu Dong, Christa Boer, Lothar A. Schwarte
Format: Article
Language:English
Published: Wiley 2017-01-01
Series:Anesthesiology Research and Practice
Online Access:http://dx.doi.org/10.1155/2017/4201289
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author Patrick Schober
Sebastiaan M. Bossers
Phi-Vu Dong
Christa Boer
Lothar A. Schwarte
author_facet Patrick Schober
Sebastiaan M. Bossers
Phi-Vu Dong
Christa Boer
Lothar A. Schwarte
author_sort Patrick Schober
collection DOAJ
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 doaj-art-4ef63df21710430f8cba082cd8eb22d92025-08-20T02:05:35ZengWileyAnesthesiology Research and Practice1687-69621687-69702017-01-01201710.1155/2017/42012894201289What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot SurveyPatrick Schober0Sebastiaan M. Bossers1Phi-Vu Dong2Christa Boer3Lothar A. Schwarte4Department of Anesthesiology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, NetherlandsDepartment of Anesthesiology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, NetherlandsDepartment of Anesthesiology, Catharina Hospital, Michelangelolaan 2, 5623 EJ Eindhoven, NetherlandsDepartment of Anesthesiology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, NetherlandsDepartment of Anesthesiology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, NetherlandsBackground. 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.http://dx.doi.org/10.1155/2017/4201289
spellingShingle Patrick Schober
Sebastiaan M. Bossers
Phi-Vu Dong
Christa Boer
Lothar A. Schwarte
What Do Anesthesiologists Know about p Values, Confidence Intervals, and Correlations: A Pilot Survey
Anesthesiology Research and Practice
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
url http://dx.doi.org/10.1155/2017/4201289
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