» Articles » PMID: 24079924

Why the Resistance to Statistical Innovations? Bridging the Communication Gap

Overview
Journal Psychol Methods
Specialty Psychology
Date 2013 Oct 2
PMID 24079924
Citations 22
Authors
Affiliations
Soon will be listed here.
Abstract

While quantitative methodologists advance statistical theory and refine statistical methods, substantive researchers resist adopting many of these statistical innovations. Traditional explanations for this resistance are reviewed, specifically a lack of awareness of statistical developments, the failure of journal editors to mandate change, publish or perish pressures, the unavailability of user friendly software, inadequate education in statistics, and psychological factors. Resistance is reconsidered in light of the complexity of modern statistical methods and a communication gap between substantive researchers and quantitative methodologists. The concept of a Maven is introduced as a means to bridge the communication gap. On the basis of this review and reconsideration, recommendations are made to improve communication of statistical innovations.

Citing Articles

The : A practical guide for the application of meta-analyses to clinical cases.

Steele R, McGuire A, Kingston N Prof Psychol Res Pr. 2024; 55(5):405-416.

PMID: 39619795 PMC: 11606584. DOI: 10.1037/pro0000565.


Time trends in adolescent depressive symptoms from 2010 to 2019 in Norway: real increase or artifacts of measurements?.

Nilsen S, Stormark K, Bang L, Brunborg G, Larsen M, Breivik K Psychol Med. 2024; :1-13.

PMID: 39370997 PMC: 11578914. DOI: 10.1017/S0033291724002447.


Physiological Dysregulation in Children With and Without Externalizing Difficulties: Novel Insights From Intensive Longitudinal Data.

Kil H, Sibalis A, Colasante T, Jambon M, Acland E, Suri A Res Child Adolesc Psychopathol. 2023; 52(1):21-33.

PMID: 37266759 DOI: 10.1007/s10802-023-01070-z.


Encouraging responsible reporting practices in the Instructions to Authors of neuroscience and physiology journals: There is room to improve.

Diong J, Bye E, Djajadikarta Z, Butler A, Gandevia S, Heroux M PLoS One. 2023; 18(3):e0283753.

PMID: 36996120 PMC: 10062619. DOI: 10.1371/journal.pone.0283753.


Which test for crossing survival curves? A user's guideline.

Dormuth I, Liu T, Xu J, Yu M, Pauly M, Ditzhaus M BMC Med Res Methodol. 2022; 22(1):34.

PMID: 35094686 PMC: 8802494. DOI: 10.1186/s12874-022-01520-0.