Decline in attention-deficit hyperactivity disorder traits over the life course in the general population: trajectories across five population birth cohorts spanning ages 3 to 45 years is a dataset published in International Journal of Epidemiology (2022). On theSindex it has a DataRank of 1.00, placing it in the top 20.3% of the data-sharing corpus. It has been cited 30 times, with 27 citing works in its 1-hop citation network. Its calibrated FAIR score is 13/100.
Ranks in the top 20% for downstream scientific impact
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.
The paper does not provide any persistent identifier for its own 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'
The paper names the original cohorts, but does not state that the study's own data are held in a named repository. [majority verdict 'no' (4/5 passes agreed)]
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 in the reference list or body text.
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
“The data underlying this article cannot be shared publicly. Researchers can apply for access to each of the cohorts.”
The data-availability statement points to a request-based process (category 1), not to a repository record.
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 contain an itemised inventory or section describing the dataset itself. [majority verdict 'no' (4/5 passes agreed)]
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'
“The data underlying this article cannot be shared publicly. Researchers can apply for access to each of the cohorts.”
The access route requires an application to the cohorts, which is a precondition. [majority verdict 'partial' (3/5 passes agreed)]
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 data underlying this article cannot be shared publicly. Researchers can apply for access to each of the cohorts.”
The paper describes an access action (applying to cohorts) from which the access level must be inferred, without explicitly labeling the level. [majority verdict 'partial' (3/5 passes agreed)]
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 data underlying this article cannot be shared publicly. Researchers can apply for access to each of the cohorts.”
The paper states that researchers can apply for access to the original cohorts, but does not name a specific institutional gatekeeper such as a Data Access Committee. [majority verdict 'no' (4/5 passes agreed)]
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 paper does not state how long the data will be retained or any temporal commitment.
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 for the released data is mentioned.
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
The paper does not name any data or metadata community standard registered in FAIRsharing.
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'
The paper does not provide identifiers (e.g., accessions, DOIs) for any external datasets or resources used.
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 licence is attached to 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'
The paper does not state a version or date for the snapshot of data used.
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'
The paper does not mention any code availability.
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 UK Medical Research Council and Wellcome (grant ref: 217065/Z/19/Z)”
The paper lists specific grant numbers for the cohorts and the study.
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 does not name specific instruments, kits, or software versions used to produce the data. [majority verdict 'no' (4/5 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
The paper does not mention a README, data dictionary, or codebook 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
0.515
From this paper's citation signal
Citation Network Contribution
0.485
From 20 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 27 citers.
The UK Medical Research Council and Wellcome
Grant: 217065/Z/19/Z
NIH
Grant: 5R01MH073842-04
Persisting Effects of Prenatal Anxiety on Child Outcomes
Wellcome Trust and MRC
Grant: 076467/Z/05/Z
Wellcome Trust
Grant: 204895/Z/16/Z
UK Medical Research Council
Grant: MR/V012878/1
TEDS 26: A longitudinal genetic approach to understanding the development and intergenerational transmission of common mental health conditions
UK Medical Research Council
Grant: G0901245
Origins of learning difficulties and behaviour problems: from behavioural genetics to behavioural genomics
US National Institutes of Health
Grant: AG046938
UK Medical Research Council
Grant: G1002190
Psychobiological sequelae of cumulative exposure to violence: The Environmental Risk Longitudinal Twin Study
US National Institute of Child Health and Development
Grant: HD077482
National Institutes of Health
Grant: 3R01AG032282-09S1
Aging in 1000 healthy young adults: the Dunedin Study
National Institutes of Health
Grant: 1R01AG046938-01A1
Colorado Adoption/Twin Study of Lifespan behavioral development & cognitive aging (CATSLife)
National Institutes of Health
Grant: 5R01AG069939-04
Comprehensive portrait of long-term cannabis users: Are they ready for old age?
UK Research and Innovation
Grant: MC_UU_00011/1
Mendelian randomization to hypothesis-free causal inference
Wellcome Trust
Grant: 076467
ALSPAC: consolidation of a two generation cell line backed resource, for the study of the environment and genetic determinants of health and development from before birth to late puberty.
UK Research and Innovation
Grant: MR/P005918/1
Midlife Pace of Aging in the Dunedin Study
National Institutes of Health
Grant: 5R01HD077482-05
Neuropsychological and genomic signatures of violence exposure in childhood
Wellcome Trust
Grant: 204895
Neurodevelopmental disorders: what happens when children grow up and why?
National Health and Medical Research Council (NHMRC)
Grant: 1002190
Physiology and pathophysiology of disorders of the musculoskelatal system
European Commission
Grant: 733206
Early-life stressors and LifeCycle health
Wellcome Trust
Grant: 217065
The Avon Longitudinal Study of Parents and Children (ALSPAC): A multi-generation, longitudinal resource focusing on life course health and well-being.
UK Research and Innovation
Grant: MC_UU_00011/3
Statistical Methods for Improving Causal Analyses
Fields of Study
Keywords
Sustainable Development Goals