Association of Insulin Regimen and Estimated Body Fat Over Time among Youths and Young Adults with Type 1 Diabetes: The SEARCH for Diabetes in Youth Study is a dataset published in Journal of Diabetes Research (2022). On theSindex it has a DataRank of 0.343, placing it in the top 51.1% of the data-sharing corpus. It has been cited 4 times, with 4 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 51% 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.
No persistent identifier (DOI, Handle, ARK, URN, or repository accession) is given for the study's 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'
No repository name is given for the dataset; the data are held by the authors.
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, either in the body text or in the reference list.
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 are available on request from the authors.”
The statement points to a person for access, which is Colavizza category 1 (data available on request), scored as 'partial'. [majority verdict 'partial' (3/5 passes agreed)]
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 SEARCH for Diabetes in Youth study uses a population-based registry network at five sites in the United States to identify individuals diagnosed with any type of diabetes before twenty years of age.”— not found in the paper; verdict downgraded
The dataset content is described in running prose only, without an itemized inventory. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 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'
“Data are available on request from the authors.”
The only access route is a discretionary request to a person, which is not a followable process and is scored as 'no' per the closed list.
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
“Data are available on request from the authors.”
The paper does not apply any explicit access-level label from the COAR vocabulary to its own data; the only statement about access is a discretionary request to authors. [majority verdict 'no' (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
“Data are available on request from the authors.”
The paper names the authors as the gatekeeper for the human-subject data, which is a natural person, not an institutional committee or repository. [majority verdict 'partial' (3/5 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 makes no statement about when the data become available or how long they will be retained.
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 named in the paper.
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 or metadata community standard (e.g., MIAME, BIDS, an ontology) is named as being applied to the data.
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 (accession, DOI, RRID, etc.) is given for any external resource that the data depend on.
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 or terms of use is named for the dataset; the CC BY license applies only to the article.
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 released dataset.
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 availability is mentioned; only third-party software (SAS) is named.
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 SEARCH for Diabetes in Youth Cohort Study (1R01DK127208-01, 1UC4DK108173) is funded by the National Institutes of Health and National Institute of Diabetes and Digestive and Kidney Diseases”
The paper includes specific award/grant numbers for the funding. [majority verdict 'yes' (3/5 passes agreed)]
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
“HbA1c was measured with a dedicated ion exchange high-performance liquid chromatography instrument (Tosoh Bioscience).”
The paper names specific instruments and software versions used to produce and analyze the data. [majority verdict 'yes' (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
“Table 1. Characteristics of the SEARCH study participants at the baseline visit.”— not found in the paper; verdict downgraded
Variable definitions exist inside the article (table), but no documentation object ships with the data. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 passes agreed)]
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
0.241
From this paper's citation signal
Citation Network Contribution
0.102
From 3 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.
Kaiser Permanente
Grant: U48/CCU919219
Kaiser Permanente
Grant: U01 DP000246
Kaiser Permanente
Grant: U18DP002714
Kaiser Permanente
Grant: UL1 TR000062
Kaiser Permanente
Grant: UL1 Tr001450
Kaiser Permanente
Grant: UL1 TR00423
Kaiser Permanente
Grant: UL1 TR000154
Kaiser Permanente
Grant: UL1 TR000077
Kaiser Permanente
Grant: UL1 TR001425
Kaiser Permanente
Grant: P30 DK57516
Kaiser Permanente
Grant: 1R01DK127208-01
Limited Competition for the Closeout of the SEARCH for Diabetes in Youth Cohort Study
Kaiser Permanente
Grant: 1UC4DK108173
Kaiser Permanente
Grant: 1U18DP006131
Kaiser Permanente
Grant: U18DP006133
Kaiser Permanente
Grant: U18DP006134
Kaiser Permanente
Grant: U18DP006136
Kaiser Permanente
Grant: U18DP006138
Kaiser Permanente
Grant: U18DP006139
Kaiser Permanente
Grant: F30DK113728
Kaiser Permanente
Grant: DP-15-002
Kaiser Permanente
Grant: 00097
Kaiser Permanente
Grant: DP-05-069
Kaiser Permanente
Grant: DP-10-001
Kaiser Permanente
Grant: CCU919219/CCU819241-3
Kaiser Permanente
Grant: U01 DP000247
Kaiser Permanente
Grant: U18DP000247-06A1
Kaiser Permanente
Grant: U48/CCU519239
Kaiser Permanente
Grant: U01 DP000248
Kaiser Permanente
Grant: 1U18DP002709
Kaiser Permanente
Grant: U48/CCU419249
Kaiser Permanente
Grant: U01 DP000254
Kaiser Permanente
Grant: U18DP002708
Kaiser Permanente
Grant: U58/CCU019235-4
Kaiser Permanente
Grant: U01 DP000244
Kaiser Permanente
Grant: U18DP002710-01
Kaiser Permanente
Grant: U01 DP000250
Kaiser Permanente
Grant: 200-2010-35171
NCCDPHP CDC HHS
Grant: U18 DP006131
HSRD VA
Grant: HIR 10-001
NIDDK NIH HHS
Grant: P30 DK057516
NCCDPHP CDC HHS
Grant: U18 DP002709
NCCDPHP CDC HHS
Grant: U18 DP002710
NCATS NIH HHS
Grant: UL1 TR000423
NIDDK NIH HHS
Grant: UC4 DK108173
EPA
Grant: EP-C-15-002
NIDDK NIH HHS
Grant: P30 DK056350
NIDDK NIH HHS
Grant: R01 DK127208
National Institutes of Health
Grant: 5U18DP002710-04
SEARCH for Diabetes in Youth 3: Washington Site, Part B
National Institutes of Health
Grant: 5U18DP006139-04
The SEARCH for Diabetes in Youth Registry Study
National Institutes of Health
Grant: 3UL1TR000154-05S1
Colorado Clinical and Translational Science Institute (UL1)
National Institutes of Health
Grant: 5U18DP002714-04
SEARCH for Diabetes in Youth, Phase 3: Cohort Study - California Center
National Institutes of Health
Grant: 5U18DP006133-04
Population-based diabetes in youth registry. SEARCH For Diabetes in Youth, Phase 4, California Site
National Institutes of Health
Grant: 3UC4DK108173-01S1
Limited Competition for the Continuation of the SEARCH for Diabetes in Youth Cohort Study (UC4)SEARCH for Diabetes in Youth Cohort Study
National Institutes of Health
Grant: 5P30DK057516-04
UCHSC DIABETES ENDOCRINOLOGY RESEARCH CENTER
National Institutes of Health
Grant: 1U01DP000244-01
SEARCH for Diabetes in Youth 2: Washington Site
National Institutes of Health
Grant: 3UL1TR000423-07S1
Institute of Translational Health Sciences
National Institutes of Health
Grant: 5U18DP002709-04
SEARCH 3 Cohort Study to Assess Incidence of Acute and Chronic Diabetes-related C
National Institutes of Health
Grant: 1U01DP000248-01
SEARCH for Diabetes in Youth 2: Ohio Center
National Institutes of Health
Grant: 5UL1TR001425-03
Cincinnati Center for Clinical and Translational Sciences and Training
National Institutes of Health
Grant: 3U01DP000250-04S1
SEARCH for Diabetes in Youth Coordinating Center
National Institutes of Health
Grant: 5F30DK113728-02
Characterizing Impulsivity as a Determinant of Weight and Glycemic Control in Youth with Type 1 Diabetes
National Institutes of Health
Grant: 5UL1TR000062-05
South Carolina Clinical & Translational Research Institute (SCTR)
National Institutes of Health
Grant: 5U01DP000254-05
SEARCH for Diabetes in Youth 2: North Carolina
National Institutes of Health
Grant: 1U18DP002708-01
SEARCH For Diabetes in Youth, Phase 3: Cohort Study-Carolina Center
National Institutes of Health
Grant: 5U18DP006134-02
SEARCH for Diabetes in Youth Registry Study, Phase 4: Ohio Center
National Institutes of Health
Grant: 5U01DP000246-02
SEARCH for Diabetes in Youth 2: California Center
National Institutes of Health
Grant: 1U18DP006131-01
Population-based Diabetes Youth Registry
National Institutes of Health
Grant: 5U01DP000247-03
SEARCH for Diabetes in Youth 2: Colorado Center
National Institutes of Health
Grant: 3UL1TR000077-05S1
Cincinnati Center for Clinical and Translational Sciences and Training
National Institutes of Health
Grant: 5U18DP006138-05
SEARCH for Diabetes in Youth Registry Study, Phase 4: Carolina Center (Component A)
National Institutes of Health
Grant: 5U18DP006136-02
SEARCH for Diabetes in Youth Registry Study, Phase 4: Washington Center
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals