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MRI Brain

Working Memory and Reward in ADHD (ds002424)

Working Memory and Reward in Children with and without Attention Deficit Hyperactivity Disorder (ADHD)

Brain MRI and task fMRI of children with and without ADHD performing verbal and visuospatial n-back working memory tasks under large or small monetary reward with immediate or delayed feedback, collected to study how reward and feedback shape working memory in ADHD. BIDS under CC0.

Overview

This OpenNeuro dataset comes from a Northwestern University study of how reward and feedback change working memory in children with attention deficit hyperactivity disorder. Children aged about 8 to 12 were scanned once while doing n-back tasks in which they tracked either the identity (verbal) or the screen position (visuospatial) of letters. Each task was run under a large or a small monetary reward per correct answer, with feedback given either right after each block or only later, which yields eight task variants. Two 2015 papers by Hammer and colleagues analysed boys from this cohort. Snapshot 1.0.0 was published in January 2020; the current snapshot 1.2.0 (August 2021) is shared under a CC0 waiver.

Composition

The release holds 79 children, 65 boys and 14 girls, aged 8.6 to 12.0 years at the scan (mean 10.4). Parents reported an earlier ADHD diagnosis for 35 of them; the other 44 serve as comparison children. Every child has one T1-weighted image and between two and eight functional runs, 546 runs in all, and 54 children completed all eight. The participants file also lists ADHD medication, handedness, race and ethnicity. Phenotype tables cover ADHD rating scales, K-SADS-PL interviews, a continuous performance test, working memory, reading, intelligence and achievement tests, and a developmental history questionnaire. A second session about two years later holds only these tests, no images.

Acquisition

Images were acquired on a Siemens 3T TIM Trio. Functional runs are gradient-echo EPI with a 2 s TR, 20 ms TE, 80 degree flip angle, 32 slices and GRAPPA acceleration. Tasks were presented with E-Prime and answers were given on a right-hand button box. Anatomical images were defaced, and the defacing code ships with the data.

Annotations

There are no image annotations. Event files give per-trial onsets, conditions and responses, and the stimulus images are included.

Known limitations

  • Not every child completed all eight task runs.
  • ADHD status is the parent report of a previous diagnosis, not a study-confirmed diagnosis in the participants file.
  • All 35 children with ADHD are boys, so sex and diagnosis are confounded.
  • Acquisition dates were shifted at random per subject to protect identity.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 79 subjects.

Contrast / sequence

Groups can overlap

  • T1-weighted 79 100%
  • BOLD fMRI 79 100%

sub-*/ses-T1/anat/*_T1w.nii.gz, sub-*/ses-T1/func/*_bold.nii.gz in File tree of ds002424 snapshot 1.2.0 (CC0), NIfTI files counted per subject and BIDS suffix

Age

mean 10.4, range 8.6 to 12

0
10
20
30
40
48
8-910-11

age_ses-T1 in participants.tsv of ds002424 snapshot 1.2.0 (CC0), counted per row

Condition

Groups can overlap

  • Healthy control 44 56%
  • ADHD 35 44%

ADHD_diagnosis in participants.tsv of ds002424 snapshot 1.2.0 (CC0), counted per row

Contrast combinations

How many subjects have exactly each set of contrasts.

T1wboldSubjects with exactly this set
79

anat and func folders in File tree of ds002424 snapshot 1.2.0 (CC0), NIfTI files counted per subject and BIDS suffix

License and access

Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer

Access
Open download

Download without an account

Access page

Creative Commons Zero 1.0 Universal

Public domain dedication. Do anything with the data, including commercial use, without asking and without having to give credit.

dataset_description.json of snapshot 1.2.0 states "License" CC0.

Original license text Version read: 1.0 Checked 2026-10-07

What you can do

  • Yes
  • Yes
  • Yes
  • Yes
  • Yes

What you can share

  • Yes
  • Yes
  • Yes

What you must do

  • No
  • Share alike No
  • No
  • No
  • Manuscript review No
  • Release code No
  • Return results No
  • Delete after use No

Limits

  • No
  • Location limits No

Citation

Booth JR, Cooke GE, Gayda J, Hammer R, Lytle MN, Stein MA, Tennekoon M. Working Memory and Reward in Children with and without Attention Deficit Hyperactivity Disorder (ADHD). OpenNeuro ds002424, version 1.2.0 (2021). doi:10.18112/openneuro.ds002424.v1.2.0

Sources

Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.