Evidence map›Paper›PMID 42014748›Full record

ArticleScientific data2026

The Brain, Body, and Behavior Dataset (BBBD): Multimodal Recordings during Educational Videos.

Jens Madsen, Nikhil Kuppa, Lucas C Parra

Abstract readDataset
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Jens MadsenDepartment of Biomedical Engineering, City College of New York, 85 St. Nicholas Terrace, New York, NY, 10031, USA. jmadsen@ccny.cuny.edu.ORCID http://orcid.org/0000-0001-8163-001X
Nikhil KuppaDepartment of Biomedical Engineering, City College of New York, 85 St. Nicholas Terrace, New York, NY, 10031, USA.
Lucas C ParraDepartment of Biomedical Engineering, City College of New York, 85 St. Nicholas Terrace, New York, NY, 10031, USA.ORCID http://orcid.org/0000-0003-4667-816X

Funding

National Science Foundation (NSF) DRL-1660548National Science Foundation (NSF) DRL-2201835
6 · The paper itself

Abstract

The brain, body, and behavior dataset (BBBD) provides multimodal recordings from 178 participants across five experiments in which short educational videos were viewed. The dataset contains about 110 hours of electroencephalogram (EEG), electrooculogram (EOG), electrocardiogram (ECG), respiration, pupil size, gaze position, saccades, blinks, fixations, and head-motion signals, all time-aligned to the video and standardized in the Brain Imaging Data Structure (BIDS) format. Participants watched three to six videos (mean = 28 ± 5 min) under conditions that manipulated attention (attentive versus distracted), learning goals (incidental versus intentional), and motivation (monetary incentive). Demographic data, Adult ADHD Self-Report Scale (ASRS) scores, and digit-span working-memory assessments are included. Technical validation shows expected effects: higher alpha-band power during distraction, a posterior-to-anterior gradient in EEG power, increased blink rate, and reduced saccade rate when attention was diverted. Approximately 97 percent of the continuous signal data are newly released. BBBD enables investigation of how neural, ocular, and physiological dynamics relate to attention and learning during naturalistic video viewing.

Indexed as

BrainAdultAttentionBlinkingElectrocardiographyElectroencephalographyElectrooculographyFemaleHumansLearningMemory, Short-TermPupilSaccadesVideo Recording

Identifiers

PMID42014748
PMCPMC13284221

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.