Literature DB >> 22641837

A power calculation guide for fMRI studies.

Jeanette A Mumford1.   

Abstract

In the past, power analyses were not that common for fMRI studies, but recent advances in power calculation techniques and software development are making power analyses much more accessible. As a result, power analyses are more commonly expected in grant applications proposing fMRI studies. Even though the software is somewhat automated, there are important decisions to be made when setting up and carrying out a power analysis. This guide provides tips on carrying out power analyses, including obtaining pilot data, defining a region of interest and other choices to help create reliable power calculations.

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Year:  2012        PMID: 22641837      PMCID: PMC3427872          DOI: 10.1093/scan/nss059

Source DB:  PubMed          Journal:  Soc Cogn Affect Neurosci        ISSN: 1749-5016            Impact factor:   3.436


  11 in total

1.  Internal pilot studies I: type I error rate of the naive t-test.

Authors:  J Wittes; O Schabenberger; D Zucker; E Brittain; M Proschan
Journal:  Stat Med       Date:  1999-12-30       Impact factor: 2.373

2.  Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain.

Authors:  N Tzourio-Mazoyer; B Landeau; D Papathanassiou; F Crivello; O Etard; N Delcroix; B Mazoyer; M Joliot
Journal:  Neuroimage       Date:  2002-01       Impact factor: 6.556

3.  Estimating sample size in functional MRI (fMRI) neuroimaging studies: statistical power analyses.

Authors:  John E Desmond; Gary H Glover
Journal:  J Neurosci Methods       Date:  2002-08-30       Impact factor: 2.390

4.  Development of PowerMap: a software package for statistical power calculation in neuroimaging studies.

Authors:  Karen E Joyce; Satoru Hayasaka
Journal:  Neuroinformatics       Date:  2012-10

5.  Power calculation for group fMRI studies accounting for arbitrary design and temporal autocorrelation.

Authors:  Jeanette A Mumford; Thomas E Nichols
Journal:  Neuroimage       Date:  2007-08-19       Impact factor: 6.556

6.  Power and sample size calculation for neuroimaging studies by non-central random field theory.

Authors:  Satoru Hayasaka; Ann M Peiffer; Christina E Hugenschmidt; Paul J Laurienti
Journal:  Neuroimage       Date:  2007-06-18       Impact factor: 6.556

Review 7.  Circular analysis in systems neuroscience: the dangers of double dipping.

Authors:  Nikolaus Kriegeskorte; W Kyle Simmons; Patrick S F Bellgowan; Chris I Baker
Journal:  Nat Neurosci       Date:  2009-05       Impact factor: 24.884

8.  Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition.

Authors:  Edward Vul; Christine Harris; Piotr Winkielman; Harold Pashler
Journal:  Perspect Psychol Sci       Date:  2009-05

9.  Big Correlations in Little Studies: Inflated fMRI Correlations Reflect Low Statistical Power-Commentary on Vul et al. (2009).

Authors:  Tal Yarkoni
Journal:  Perspect Psychol Sci       Date:  2009-05

10.  The use of predicted confidence intervals when planning experiments and the misuse of power when interpreting results.

Authors:  S N Goodman; J A Berlin
Journal:  Ann Intern Med       Date:  1994-08-01       Impact factor: 25.391

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  36 in total

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2.  Good practice in food-related neuroimaging.

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Review 3.  Biomarkers, designs, and interpretations of resting-state fMRI in translational pharmacological research: A review of state-of-the-Art, challenges, and opportunities for studying brain chemistry.

Authors:  Najmeh Khalili-Mahani; Serge A R B Rombouts; Matthias J P van Osch; Eugene P Duff; Felix Carbonell; Lisa D Nickerson; Lino Becerra; Albert Dahan; Alan C Evans; Jean-Paul Soucy; Richard Wise; Alex P Zijdenbos; Joop M van Gerven
Journal:  Hum Brain Mapp       Date:  2017-02-01       Impact factor: 5.038

4.  Dorsal Anterior Cingulate Cortex Encodes the Integrated Incentive Motivational Value of Cognitive Task Performance.

Authors:  Debbie M Yee; Jennifer L Crawford; Bidhan Lamichhane; Todd S Braver
Journal:  J Neurosci       Date:  2021-03-11       Impact factor: 6.167

Review 5.  Neuroanatomical Differences Among Sexual Offenders: A Targeted Review with Limitations and Implications for Future Directions.

Authors:  Katelyn T Kirk-Provencher; Rebecca J Nelson-Aguiar; Nichea S Spillane
Journal:  Violence Gend       Date:  2020-09-11

6.  Neural response to prosocial scenes relates to subsequent giving behavior in adolescents: A pilot study.

Authors:  Sarah M Tashjian; David G Weissman; Amanda E Guyer; Adriana Galván
Journal:  Cogn Affect Behav Neurosci       Date:  2018-04       Impact factor: 3.282

7.  Grey matter activation by caloric stimulation in patients with unilateral peripheral vestibular hypofunction.

Authors:  Aleksandra Wypych; Zbigniew Serafin; Maria Marzec; Stanisław Osiński; Łukasz Sielski; Henryk Kaźmierczak; Katarzyna Pawlak-Osińska
Journal:  Neuroradiology       Date:  2019-03-16       Impact factor: 2.804

8.  Large-scale functional brain connectivity during emotional engagement as revealed by beta-series correlation analysis.

Authors:  Daesung Kang; Yuelu Liu; Vladimir Miskovic; Andreas Keil; Mingzhou Ding
Journal:  Psychophysiology       Date:  2016-07-25       Impact factor: 4.016

9.  A social dancing pilot intervention for older adults at high risk for Alzheimer's disease and related dementias.

Authors:  Helena M Blumen; Emmeline Ayers; Cuiling Wang; Anne F Ambrose; Joe Verghese
Journal:  Neurodegener Dis Manag       Date:  2020-08-03

10.  Revealing the Neural Mechanism Underlying the Effects of Acupuncture on Migraine: A Systematic Review.

Authors:  Lu Liu; Tian Tian; Xiang Li; Yanan Wang; Tao Xu; Xixiu Ni; Xiao Li; Zhenxi He; Shan Gao; Mingsheng Sun; Fanrong Liang; Ling Zhao
Journal:  Front Neurosci       Date:  2021-05-20       Impact factor: 4.677

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