Reproducibility in Science Improving the Standard for Basic and Preclinical Research

被引:693
作者
Begley, C. Glenn
Ioannidis, John P. A.
机构
[1] TetraLog Pharmaceut Corp, Malvern, PA USA
[2] Stanford Univ, Dept Med, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Hlth Res & Policy, Stanford, CA 94305 USA
[4] Stanford Univ, Sch Humanities & Sci, Dept Stat, Sch Med, Stanford, CA 94305 USA
[5] Meta Res Innovat Ctr Stanford METRICS, Stanford, CA USA
关键词
funding; journals; research integrity; universities; BIOMEDICAL-RESEARCH; REDUCING WASTE; PSYCHOLOGICAL SCIENCE; INCREASING VALUE; CELL-LINES; CANCER; EXPRESSION; QUALITY; BIAS; PHARMACOLOGY;
D O I
10.1161/CIRCRESAHA.114.303819
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Medical and scientific advances are predicated on new knowledge that is robust and reliable and that serves as a solid foundation on which further advances can be built. In biomedical research, we are in the midst of a revolution with the generation of new data and scientific publications at a previously unprecedented rate. However, unfortunately, there is compelling evidence that the majority of these discoveries will not stand the test of time. To a large extent, this reproducibility crisis in basic and preclinical research may be as a result of failure to adhere to good scientific practice and the desperation to publish or perish. This is a multifaceted, multistakeholder problem. No single party is solely responsible, and no single solution will suffice. Here we review the reproducibility problems in basic and preclinical biomedical research, highlight some of the complexities, and discuss potential solutions that may help improve research quality and reproducibility.
引用
收藏
页码:116 / 126
页数:11
相关论文
共 100 条
[1]   An Open, Large-Scale, Collaborative Effort to Estimate the Reproducibility of Psychological Science [J].
Alexander, Anita ;
Barnett-Cowan, Michael ;
Bartmess, Elizabeth ;
Bosco, Frank A. ;
Brandt, Mark ;
Carp, Joshua ;
Chandler, Jesse J. ;
Clay, Russ ;
Cleary, Hayley ;
Cohn, Michael ;
Costantini, Giulio ;
DeCoster, Jamie ;
Dunn, Elizabeth ;
Eggleston, Casey ;
Estel, Vivien ;
Farach, Frank J. ;
Feather, Jenelle ;
Fiedler, Susann ;
Field, James G. ;
Foster, Joshua D. ;
Frank, Michael ;
Frazier, Rebecca S. ;
Fuchs, Heather M. ;
Galak, Jeff ;
Galliani, Elisa Maria ;
Garcia, Sara ;
Giammanco, Elise M. ;
Gilbert, Elizabeth A. ;
Giner-Sorolla, Roger ;
Goellner, Lars ;
Goh, Jin X. ;
Goss, R. Justin ;
Graham, Jesse ;
Grange, James A. ;
Gray, Jeremy R. ;
Gripshover, Sarah ;
Hartshorne, Joshua ;
Hayes, Timothy B. ;
Jahn, Georg ;
Johnson, Kate ;
Johnston, William ;
Joy-Gaba, Jennifer A. ;
Lai, Calvin K. ;
Lakens, Daniel ;
Lane, Kristin ;
LeBel, Etienne P. ;
Lee, Minha ;
Lemm, Kristi ;
Mackinnon, Sean ;
May, Michael .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2012, 7 (06) :657-660
[2]   Public Availability of Published Research Data in High-Impact Journals [J].
Alsheikh-Ali, Alawi A. ;
Qureshi, Waqas ;
Al-Mallah, Mouaz H. ;
Ioannidis, John P. A. .
PLOS ONE, 2011, 6 (09)
[3]  
[Anonymous], 2009, FED REGISTER, V74, P10667
[4]  
[Anonymous], GUARDIAN
[5]  
[Anonymous], NATURE
[6]  
[Anonymous], 2122 HARV I EC RES
[7]   More Data, Please! [J].
Baggerly, Keith .
CLINICAL CHEMISTRY, 2013, 59 (03) :459-461
[8]   DERIVING CHEMOSENSITIVITY FROM CELL LINES: FORENSIC BIOINFORMATICS AND REPRODUCIBLE RESEARCH IN HIGH-THROUGHPUT BIOLOGY [J].
Baggerly, Keith A. ;
Coombes, Kevin R. .
ANNALS OF APPLIED STATISTICS, 2009, 3 (04) :1309-1334
[9]   Two Years Later: Journals Are Not Yet Enforcing the ARRIVE Guidelines on Reporting Standards for Pre-Clinical Animal Studies [J].
Baker, David ;
Lidster, Katie ;
Sottomayor, Ana ;
Amor, Sandra .
PLOS BIOLOGY, 2014, 12 (01)
[10]   The Rules of the Game Called Psychological Science [J].
Bakker, Marjan ;
van Dijk, Annette ;
Wicherts, Jelte M. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2012, 7 (06) :543-554