Literature DB >> 27430018

The Value of the P Value.

Dinesh Vyas1, Archana Balakrishnan1, Arpita Vyas1.   

Abstract

Recently, the discussion on the implications of irreproducibility in the sciences has been brought into the spotlight. This topic has been discussed for years in the literature. A multitude of reasons have been attributed to this issue; one commonly labeled culprit is the overuse of the p value as a determinant of significance by the scientific community. Both scientists and statisticians have questioned the use of null hypothesis testing as the basis of scientific analysis. This survey of the current issues at hand in irreproducibility in research emphasizes potential causes of the issue, impacts that this can have for drug development and efforts been taken to increase transparency of findings in research.

Entities:  

Keywords:  Data Analysis; Irreproducibility in Research; P Value; Statistical Modeling; Statistics; p-Value

Year:  2015        PMID: 27430018      PMCID: PMC4946645          DOI: 10.1166/ajrs.2015.1017

Source DB:  PubMed          Journal:  Am J Robot Surg


  27 in total

Review 1.  Practical aspects of experimental design in animal research.

Authors:  Paula D Johnson; David G Besselsen
Journal:  ILAR J       Date:  2002

2.  Drug development: Raise standards for preclinical cancer research.

Authors:  C Glenn Begley; Lee M Ellis
Journal:  Nature       Date:  2012-03-28       Impact factor: 49.962

3.  Statistics in brief: how to assess bias in clinical studies?

Authors:  Jerome Lambert
Journal:  Clin Orthop Relat Res       Date:  2011-06       Impact factor: 4.176

4.  Statistics: P values are just the tip of the iceberg.

Authors:  Jeffrey T Leek; Roger D Peng
Journal:  Nature       Date:  2015-04-30       Impact factor: 49.962

5.  Points of significance: replication.

Authors:  Paul Blainey; Martin Krzywinski; Naomi Altman
Journal:  Nat Methods       Date:  2014-09       Impact factor: 28.547

Review 6.  The end of the p value?

Authors:  S J Evans; P Mills; J Dawson
Journal:  Br Heart J       Date:  1988-09

7.  P value and the theory of hypothesis testing: an explanation for new researchers.

Authors:  David Jean Biau; Brigitte M Jolles; Raphaël Porcher
Journal:  Clin Orthop Relat Res       Date:  2010-03       Impact factor: 4.176

8.  Policy: NIH plans to enhance reproducibility.

Authors:  Francis S Collins; Lawrence A Tabak
Journal:  Nature       Date:  2014-01-30       Impact factor: 49.962

9.  Evidence based medicine: a movement in crisis?

Authors:  Trisha Greenhalgh; Jeremy Howick; Neal Maskrey
Journal:  BMJ       Date:  2014-06-13

10.  The extent and consequences of p-hacking in science.

Authors:  Megan L Head; Luke Holman; Rob Lanfear; Andrew T Kahn; Michael D Jennions
Journal:  PLoS Biol       Date:  2015-03-13       Impact factor: 8.029

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  2 in total

1.  Effectiveness of a parent-targeted video on neonatal pain management: Nonrandomized pragmatic trial.

Authors:  Ligyana Korki de Candido; Denise Harrison; Maria de La Ó Ramallo Veríssimo; Mariana Bueno
Journal:  Paediatr Neonatal Pain       Date:  2020-05-06

Review 2.  High throughput RNA sequencing utility for diagnosis and prognosis in colon diseases.

Authors:  Mamie Gao; Allen Zhong; Neil Patel; Chiraag Alur; Dinesh Vyas
Journal:  World J Gastroenterol       Date:  2017-04-28       Impact factor: 5.742

  2 in total

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