Measurement of emerging neurocognitive and language skills in the HEALthy Brain and Child Development (HBCD) study is a dataset published in Developmental Cognitive Neuroscience (2024). On theSindex it has a DataRank of 0.316, placing it in the top 53.4% of the data-sharing corpus. It has been cited 5 times, with 4 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 53% for downstream scientific impact
Linked data & code
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
No persistent identifier is given for the dataset.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
No repository is named as holding the data.
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
No identifier for the dataset appears anywhere in the paper.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“Data Availability No data was used for the research described in the article.”
The statement says no data was used, offering no route to data.
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
The paper does not provide an itemized inventory of the dataset.
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“No data was used for the research described in the article.”
The paper states no data was used, so there is no route to data.
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“The paper does not apply any access-level label to the data. It only mentions that the data will be released in the future but does not use terms like 'open access' or 'restricted access' for the data.”— not found in the paper; verdict downgraded
No access-level label is applied to the data; the only mention is a future release.
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
“The paper does not name any gatekeeper for the data. It mentions secure storage but no access committee or person.”— not found in the paper; verdict downgraded
No gatekeeper is named for the data.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
“the first curated data release for this large-scale open-science project is anticipated in 2025”
The paper gives an availability timing but no persistence commitment. [majority verdict 'partial' (3/5 passes agreed)]
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
No file format is named for the released data.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No data/metadata community standard is named.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
No identifier for an external resource is provided.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
No license is named for the data.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is given for the data snapshot. [majority verdict 'no' (4/5 passes agreed)]
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
No code locator is provided.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“The HBCD Study is supported by the National Institutes of Health and additional federal partners under award numbers U01DA055352, U01DA055353, U01DA055366, U01DA055365, U01DA055362, U01DA055342, U01DA055360, U01DA055350, U01DA055338, U01DA055355, U01DA055363, U01DA055349, U01DA055361, U01DA055316, U01DA055344, U01DA055322, U01DA055369, U01DA055358, U01DA055371, U01DA055359, U01DA055354, U01DA055370, U01DA055347, U01DA055357, U01DA055367, U24DA055325, U24DA055330.”
Award numbers are listed for the study funding.
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
The paper describes planned assessments but does not name specific instruments or software versions used to produce the data. [majority verdict 'no' (3/5 passes agreed)]
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
No documentation object is named as accompanying the data.
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.269
From this paper's citation signal
Citation Network Contribution
0.0477
From 2 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 4 citers.
National Institutes of Health
Grant: U24DA055330
National Institutes of Health
Grant: U01DA055369
National Institutes of Health
Grant: U01DA055363
National Institutes of Health
Grant: U01DA055344
National Institutes of Health
Grant: U01DA055352
National Institutes of Health
Grant: U01DA055353
National Institutes of Health
Grant: U01DA055361
National Institutes of Health
Grant: U01DA055349
National Institutes of Health
Grant: U01DA055355
National Institutes of Health
Grant: U01DA055322
National Institutes of Health
Grant: U01DA055347
National Institutes of Health
Grant: U01DA055362
National Institutes of Health
Grant: U01DA055365
National Institutes of Health
Grant: U01DA055357
National Institutes of Health
Grant: U01DA055316
National Institutes of Health
Grant: U24DA055325
National Institutes of Health
Grant: U01DA055350
National Institutes of Health
Grant: U01DA055360
National Institutes of Health
Grant: U01DA055370
National Institutes of Health
Grant: U01DA055359
National Institutes of Health
Grant: U01DA055338
National Institutes of Health
Grant: U01DA055342
National Institutes of Health
Grant: U01DA055371
National Institutes of Health
Grant: U01DA055367
National Institutes of Health
Grant: U01DA055354
National Institutes of Health
Grant: U01DA055358
National Institutes of Health
Grant: U01DA055366
National Institutes of Health
Grant: U01DA041120
NICHD NIH HHS
Grant: UG1 HD104252
NCATS NIH HHS
Grant: UL1 TR002369
National Institutes of Health
Grant: 5U01DA055358-03
15/24- Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055361-04
13/24 The Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055352-04
1/6 HBCD Prenatal Experiences and Longitudinal Development (PRELUDE) Consortium
National Institutes of Health
Grant: 5U01DA055367-04
23/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055344-03
5/6 HBCD Prenatal Experiences and Longitudinal Development (PRELUDE) Consortium
National Institutes of Health
Grant: 5U01DA055366-04
1/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055370-05
21/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055338-05
8/24 The Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 1U01DA055362-01
2/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055347-03
6/6 HBCD Prenatal Experiences and Longitudinal Development (PRELUDE) Consortium Vanderbilt
National Institutes of Health
Grant: 1U01DA055354-01
20/24 The Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 1U01DA055353-01
5/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA041120-03
ABCD-USA Consortium: Twin Research Project
National Institutes of Health
Grant: 3U24DA055330-03S1
Healthy Brain and Child Development National Consortium Data Coordinating Center
National Institutes of Health
Grant: 5U01DA055365-04
3/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055360-04
4/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055322-02
HEALthy Brain and Child Development Study at UAB and UA
National Institutes of Health
Grant: 5U01DA055369-05
14/24 The Healthy Brain & Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055371-04
17/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 1U01DA055359-01
18/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 1U01DA055355-01
9/24- Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055357-02
22/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 3U01DA055350-03S1
7/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 3U01DA055316-03S1
16/24 Healthy Brain and Child Development National Consortium DIVERSITY SUPPLEMENT
National Institutes of Health
Grant: 5U01DA055349-03
10/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 5U01DA055342-04
4/6 HBCD Prenatal Experiences and Longitudinal Development (PRELUDE) Consortium
National Institutes of Health
Grant: 1U01DA055363-01
12/24 Healthy Brain and Child Development National Consortium
National Institutes of Health
Grant: 3U24DA055325-05S2
The Healthy Brain and Child Development National Consortium Administrative Core
University of California, Los Angeles
U.S. Department of Health and Human Services
University of North Carolina
Fields of Study
MeSH Terms
Keywords