Abstract
What are the standards for the reporting methods and results of fMRI studies, and how have they evolved over the years? To answer this question we reviewed 160 papers published between 2004 and 2019. Reporting styles for methods and results of fMRI studies can differ greatly between published studies. However, adequate reporting is essential for the comprehension, replication and reuse of the study (for instance in a meta-analysis). To aid authors in reporting the methods and results of their task-based fMRI study the COBIDAS report was published in 2016, which provides researchers with clear guidelines on how to report the design, acquisition, preprocessing, statistical analysis and results (including data sharing) of fMRI studies (Nichols et al. in Best Practices in Data Analysis and Sharing in Neuroimaging using fMRI, 2016). In the past reviews have been published that evaluate how fMRI methods are reported based on the 2008 guidelines, but they did not focus on how task based fMRI results are reported. This review updates reporting practices of fMRI methods, and adds an extra focus on how fMRI results are reported. We discuss reporting practices about the design stage, specific participant characteristics, scanner characteristics, data processing methods, data analysis methods and reported results.
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FA wrote the main manuscript text, prepared all figures and tables and performed the review. TH and MV performed the review. CM, RS, BM and FA took part in the conceptualization of the manuscript and formulated the overarching research goals and aims. All authors reviewed and edited the manuscript.
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Appendices
Appendix A. Table with overview of all variables that were registered
Identification | PubMedID | ID of the publication on PubMed |
pub_year | Year of publication | |
Title | Title of the pulication | |
include? | Do we include this paper, and if not, relevant exclusion criterium | |
Design | Design | Is the design paradigm described? |
Type of design | Block/event related | |
Optimalisation | Was the design optimized? For instance, were the stimuli jittered? (0 = no, 1 = yes) | |
Multiple experiments? | Was more than one experiment included in the paper? (0 = no, 1 = yes) | |
Was this the main experiment? | Was the fMRI experiment and univariate approach the main focus of the paper? (0 = no, 1 = yes) | |
Study characteristics | N | Number of participants |
Gender v | Number of female participants | |
Gender m | Number of male participants | |
Ratio gender | If equal or close to 1 = balance, > 1 more women, < 1 more men | |
Exclusion crit | Are the exclusion criteria for participants clearly described in the paper? (0 = no, 1 = yes) | |
Scanning | T | Field strength of the scanner in Tesla (list: 1.5, 3, 4, 7) |
Whole brain meas | Was the whole brain scanned? (0 = no, 1 = yes) | |
Vox res | Voxel resolution (number x number x number in mm) | |
Image dim | Dimensions of the scanned image (number x number x number in voxels) | |
Processing the data | Software | Software + version number |
Motion correction | Mentioned? 0 = no, 1 = mentioned, 2 = clearly described and can be reproduced | |
Registration | Mentioned? 0 = no, 1 = mentioned, 2 = clearly described and can be reproduced | |
Spatial Filtering | Mentioned? 0 = no, 1 = mentioned, 2 = clearly described and can be reproduced | |
Temporal Filtering | Mentioned? 0 = no, 1 = mentioned, 2 = clearly described and can be reproduced | |
Preprocessing | Score for how well the preprocessing has been described, sum of previous three | |
Coordinate space | Which coordinate space was used? | |
Smoothing (FWHM) | FWHM of the smoothing kernel (number) | |
Data analysis | HRF model | Is the HRF model mentioned? (0 = no, 1 = yes) |
HRF model | If yes, which model was used for the HRF (text) | |
Contrast | Was the contrast clearly described? (0 = no, 1 = yes) | |
Contrast scale | Was the scaling of the contrast reported? (0 = no, 1 = yes) | |
Predictor scaling | Was the scaling of the predictors reported? (0 = no, 1 = yes) | |
Contrast group level | Is the interpretation of contrast estimates at group level clear? (0 = no, 1 = yes) | |
Participant analysis | What is the statistical model and estimation method used for the first level? | |
Group analysis | What is the statistical model and estimation method used for the group analysis? | |
Inference method | Cluster, peak, … NA if not mentioned | |
Inf spec | Specific details about the inference method | |
Cluster forming threshold | In case of topological inference, was cluster forming threshold specified? (give values) | |
Thresholding method | Which method was used, what was the threshold? (NA if not mentioned) | |
Reporting | Whole brain | Were results analyzed and reported on whole brain level? (0 = no, 1 = yes) |
Standardized effect size | Are maps with standardized effect sizes available? (0 = no, 1 = yes) | |
Stat maps | Are statistical maps available? (0 = no, 1 = yes) | |
Share maps | How were the maps shared? (after e-mail, in which database, …) | |
test statistic | Is a z/t/F-map shared? (0 = no, 1 = yes) | |
contrast/parameter estimates | (0 = no, 1 = yes) | |
standard errors | (0 = no, 1 = yes) | |
Peak stat | Were local maxima with statistical value shared? (0 = no, 1 = yes) | |
peak | Were only the local maxima shared? (0 = no, 1 = yes) | |
Data after e-mail | Was the data available after an e-mail was sent to the authors? (0 = no, 1 = for collaboration, 2 = could be made publicly available, -1 cant reach author) |
Appendix B. Frequency of use of analysis software
Software | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AFNI | 3 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 1 | 2 |
BrainVoyager | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
BrainVoyager 2000 | 1 | 2 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
BrainVoyager 4.8 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
BrainVoyager QX | 0 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 |
Own software | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
FSL | 0 | 0 | 0 | 1 | 3 | 3 | 0 | 2 | 1 | 3 | 1 | 2 | 2 | 1 | 4 | 1 |
IDL | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
MATLAB | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
MEDx3.2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
NA | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
SPM | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
SPM12 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 4 |
SPM2 | 0 | 0 | 2 | 0 | 3 | 4 | 4 | 1 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | 0 |
SPM5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 2 | 0 | 2 | 2 | 3 | 1 | 0 | 0 |
SPM8 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 3 | 4 | 3 | 4 | 5 | 5 | 3 | 3 |
SPM99 | 6 | 4 | 6 | 3 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
XBAM | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
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Acar, F., Maumet, C., Heuten, T. et al. Review Paper: Reporting Practices for Task fMRI Studies. Neuroinform 21, 221–242 (2023). https://doi.org/10.1007/s12021-022-09606-2
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DOI: https://doi.org/10.1007/s12021-022-09606-2