Longitudinal Relationship between the Percentage of Energy Intake from Macronutrients and Overweight/Obesity among Chinese Adults from 1991 to 2018 is a dataset published in Nutrients (2024). On theSindex it has a DataRank of 0.634, placing it in the top 31.2% of the data-sharing corpus. It has been cited 13 times, with 13 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 31% 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 string is given for the data.
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 datasets generated and analyzed during the current study are available from the corresponding author (J.Z.) upon reasonable request.”
No repository is named; the holder is the corresponding author, a natural person.
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
“The datasets generated and analyzed during the current study are available from the corresponding author (J.Z.) upon reasonable request.”
The statement points to a person, not a repository record (Colavizza category 1).
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
“A total of 14,531 subjects were finally included with complete data.”
The dataset's size is stated in a sentence, but no itemised inventory of files or variables is provided.
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 datasets generated and analyzed during the current study are available from the corresponding author (J.Z.) upon reasonable request.”
The only route offered is a discretionary request to a person, which is not a followable process.
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 datasets generated and analyzed during the current study are available from the corresponding author (J.Z.) upon reasonable request.”
The text describes an access action but does not label the access level with a standard vocabulary term. [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 datasets generated and analyzed during the current study are available from the corresponding author (J.Z.) upon reasonable request.”
The only gatekeeper named is the corresponding author, a natural person.
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
No sentence addresses the timing or persistence of the study's data.
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 named community data or metadata standard is 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 for any external resource (e.g., CHNS, reference genome) is given in the text.
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 named for the data; the CC BY license applies to the article only.
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 study's own 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 location is provided; only third-party software names are mentioned.
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)
“This research was funded by the Eunice Kennedy Shriver National Institute of Child Health and Human Development, the National Institutes of Health (NIH) (R01 HD30880), the National Institute on Aging (R01 AG065357), the National Institute of Diabetes and Digestive and Kidney Diseases (R01 DK104371 and R01 HL108427), and an NIH Fogarty grant (D43 TW009077) since 1989.”
Multiple award numbers are given with named funders. [majority verdict 'yes' (4/5 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
“All analyses were carried out with SAS version 9.4 and Stata 17.0.”
The text names specific software (SAS, Stata) used for data production, meeting the class-1 criterion. [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
No documentation object accompanying the data is named, and no variable-definition table exists inside the article. [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
0.396
From this paper's citation signal
Citation Network Contribution
0.238
From 7 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 13 citers.
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: R01 HD30880
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: R01 AG065357
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: R01 DK104371
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: R01 HL108427
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: D43 TW009077
National Institutes of Health
Grant: 5R01HL108427-03
Emergence of Cardiometabolic Risk Across the Lifecycle in China
National Institutes of Health
Grant: 5R01AG065357-05
Monitoring Social Change: Dynamics Of Aging And Cognitive Function
National Institutes of Health
Grant: 1R01DK104371-01A1
Transition to a Western diet and cardiometabolic risk: biomarkers derived from the microbiome
National Institutes of Health
Grant: 5D43TW009077-04
Nutrition-Related NCD Prevention Training in China
National Institutes of Health
Grant: 5R01HD030880-12
Monitoring Social Change: Health, Reproduction, Aging
FWCI
5.43
Citation Percentile
1.0%
Influential Citations
1
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals