New Author Guidelines for Displaying Data and Reporting Data Analysis and Statistical Methods in Experimental Biology

被引:80
作者
Michel, Martin C. [1 ,2 ]
Murphy, T. J. [3 ]
Motulsky, Harvey J. [4 ]
机构
[1] Johannes Gutenberg Univ Mainz, Dept Pharmacol, Mainz, Germany
[2] Partnership Assessment & Accreditat Sci Practice, Heidelberg, Germany
[3] Emory Univ, Dept Pharmacol & Chem Biol, Atlanta, GA 30322 USA
[4] GraphPad Software, 1100 Glendon Ave,17th Floor, Los Angeles, CA 90024 USA
关键词
POWER CALCULATIONS; IRREPRODUCIBILITY; TESTS;
D O I
10.1124/mol.119.118927
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The American Society for Pharmacology and Experimental Therapeutics has revised the Instructions to Authors for Drug Metabolism and Disposition, Journal of Pharmacology and Experimental Therapeutics, and Molecular Pharmacology. These revisions relate to data analysis (including statistical analysis) and reporting but do not tell investigators how to design and perform their experiments. Their overall focus is on greater granularity in the description of what has been done and found. Key recommendations include the need to differentiate between preplanned, hypothesis-testing, and exploratory experiments or studies; explanations of whether key elements of study design, such as sample size and choice of specific statistical tests, had been specified before any data were obtained or adapted thereafter; and explanations of whether any outliers (data points or entire experiments) were eliminated and when the rules for doing so had been defined. Variability should be described by S.D. or interquartile range, and precision should be described by confidence intervals; S.E. should not be used. P values should be used sparingly; in most cases, reporting differences or ratios (effect sizes) with their confidence intervals will be preferred. Depiction of data in figures should provide as much granularity as possible, e.g., by replacing bar graphs with scatter plots wherever feasible and violin or box-and-whisker plots when not. This editorial explains the revisions and the underlying scientific rationale. We believe that these revised guidelines will lead to a less biased and more transparent reporting of research findings.
引用
收藏
页码:49 / 60
页数:12
相关论文
共 44 条
[1]  
Amiri M, 2018, NEUROUROL URODYNAM, V37, pS397
[2]   Retire statistical significance [J].
Amrhein, Valentin ;
Greenland, Sander ;
McShane, Blake .
NATURE, 2019, 567 (7748) :305-307
[3]   Outlier Removal, Sum Scores, and the Inflation of the Type I Error Rate in Independent Samples t Tests: The Power of Alternatives and Recommendations [J].
Bakker, Marjan ;
Wicherts, Jelte M. .
PSYCHOLOGICAL METHODS, 2014, 19 (03) :409-427
[4]   Raise standards for preclinical cancer research [J].
Begley, C. Glenn ;
Ellis, Lee M. .
NATURE, 2012, 483 (7391) :531-533
[5]   Redefine statistical significance [J].
Benjamin, Daniel J. ;
Berger, James O. ;
Johannesson, Magnus ;
Nosek, Brian A. ;
Wagenmakers, E. -J. ;
Berk, Richard ;
Bollen, Kenneth A. ;
Brembs, Bjoern ;
Brown, Lawrence ;
Camerer, Colin ;
Cesarini, David ;
Chambers, Christopher D. ;
Clyde, Merlise ;
Cook, Thomas D. ;
De Boeck, Paul ;
Dienes, Zoltan ;
Dreber, Anna ;
Easwaran, Kenny ;
Efferson, Charles ;
Fehr, Ernst ;
Fidler, Fiona ;
Field, Andy P. ;
Forster, Malcolm ;
George, Edward I. ;
Gonzalez, Richard ;
Goodman, Steven ;
Green, Edwin ;
Green, Donald P. ;
Greenwald, Anthony ;
Hadfield, Jarrod D. ;
Hedges, Larry V. ;
Held, Leonhard ;
Ho, Teck Hua ;
Hoijtink, Herbert ;
Hruschka, Daniel J. ;
Imai, Kosuke ;
Imbens, Guido ;
Ioannidis, John P. A. ;
Jeon, Minjeong ;
Jones, James Holland ;
Kirchler, Michael ;
Laibson, David ;
List, John ;
Little, Roderick ;
Lupia, Arthur ;
Machery, Edouard ;
Maxwell, Scott E. ;
McCarthy, Michael ;
Moore, Don ;
Morgan, Stephen L. .
NATURE HUMAN BEHAVIOUR, 2018, 2 (01) :6-10
[6]   The difficult and ubiquitous problems of multiplicities [J].
Berry, Donald A. .
PHARMACEUTICAL STATISTICS, 2007, 6 (03) :155-160
[7]   NIH plans to enhance reproducibility [J].
Collins, Francis S. ;
Tabak, Lawrence A. .
NATURE, 2014, 505 (7485) :612-613
[8]   The False Positive Risk: A Proposal Concerning What to Do About p-Values [J].
Colquhoun, David .
AMERICAN STATISTICIAN, 2019, 73 :192-201
[9]   An investigation of the false discovery rate and the misinterpretation of p-values [J].
Colquhoun, David .
ROYAL SOCIETY OPEN SCIENCE, 2014, 1 (03)
[10]   Experimental design and analysis and their reporting II: updated and simplified guidance for authors and peer reviewers [J].
Curtis, Michael J. ;
Alexander, Steve ;
Cirino, Giuseppe ;
Docherty, James R. ;
George, Christopher H. ;
Giembycz, Mark A. ;
Hoyer, Daniel ;
Insel, Paul A. ;
Izzo, Angelo A. ;
Ji, Yong ;
MacEwan, David J. ;
Sobey, Christopher G. ;
Stanford, S. Clare ;
Teixeira, Mauro M. ;
Wonnacott, Sue ;
Ahluwalia, Amrita .
BRITISH JOURNAL OF PHARMACOLOGY, 2018, 175 (07) :987-993