Association between Quality of Maternal Prenatal Food Source and Preparation and Breastfeeding Duration in the Environmental Influences on Child Health Outcome (ECHO) Program is a dataset published in Nutrients (2022). On theSindex it has a DataRank of 0.203, placing it in the top 65.1% of the data-sharing corpus. It has been cited 2 times, with 2 citing works in its 1-hop citation network. Its calibrated FAIR score is 6/100.
Ranks in the top 65% 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 or URL is given for the dataset; the text only mentions that the data are not publicly available.
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 the holder of the data; the data are held by the ECHO program. [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 datasets for this manuscript are not publicly available because, per the NIH-approved ECHO Data Sharing Policy, ECHO-wide data have not yet been made available to the public for review/analysis. Requests to access the datasets should be directed to the ECHO Data Analysis Center, [email protected].”— not found in the paper; verdict downgraded
The availability statement points to a third party (ECHO Data Analysis Center), not a repository record, the article, or the authors. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (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 current study analyzed both extant data, which were collected prior to the formation of ECHO in 2016, and newly collected ECHO cohort data from mothers 18 years of age or older, who delivered either preterm or full-term prior to 31 August 2021. Survey data from children and their mothers were used from twelve of these ECHO cohorts ( Supplementary Table S1 ).”
The dataset's content is described in running prose only, without an itemised inventory such as a 'Data Records' section or table of files.
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 for this manuscript are not publicly available because, per the NIH-approved ECHO Data Sharing Policy, ECHO-wide data have not yet been made available to the public for review/analysis. Requests to access the datasets should be directed to the ECHO Data Analysis Center, [email protected]”
The data are not openly accessible; the only route is a request to a named entity, which is not an unconditional open access pathway.
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
No access-level label is applied to the data; the text only states that the data are not publicly available and requests should be directed to a center. [majority verdict 'no' (4/5 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
“Requests to access the datasets should be directed to the ECHO Data Analysis Center, [email protected].”— not found in the paper; verdict downgraded
The paper names an institutional gatekeeper (ECHO Data Analysis Center) for accessing the sensitive human-subject data. [downgraded to 'partial' — no verifiable quote from the paper] [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
No statement about how long the data will be retained or when they become available; only a current unavailability is stated.
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 community data or metadata standard (e.g., MIAME, ISA-Tab, ontology) is named for 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) is given for any external resource used in the study.
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 or terms of use are named for the data; the article's CC BY licence does not apply 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'
“completed as of 31 August 2021”
A date (31 August 2021) pins the snapshot of the data, but no version token is given.
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 statement or 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)
“under award numbers U2COD023375 (Coordinating Center), U24OD023382 (Data Analysis Center), U24OD023319 (PRO Core), UH3OD023251 (Alshawabkeh), UH3OD023253 (Camargo), UH3OD023344 (MacKenzie), UH3OD023289 (Ferrara), UH3OD023285 (Kerver), UH3OD023279 (Elliott), UH3OD023313 (Deoni), UH3OD023328 (Duarte), UH3OD023282 (Gern), UH3OD023244 (Hipwell), UH3OD023275 (Karagas), UH3OD023268 (Weiss), UH3OD023272 (Schantz), UH3OD023337 (Wright).”
Award numbers are provided for the funding sources.
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
“ECHO-wide Infant Feeding Practices (IFP) Questionnaire”
The paper names the specific instrument (IFP Questionnaire) used to collect 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
No documentation object is mentioned as accompanying the data. [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
0.165
From this paper's citation signal
Citation Network Contribution
0.0381
From 1 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 2 citers.
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: U2COD023375
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: U24OD023382
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: U24OD023319
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023251
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023253
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023344
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023289
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023285
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023279
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023313
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023328
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023282
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023244
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023275
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023268
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023272
Environmental influences on Child Health Outcomes (ECHO) program, Office of The Director, National Institutes of Health
Grant: UH3OD023337
NIH HHS
Grant: UG3 OD035509
NIH HHS
Grant: UG3 OD035517
NIH HHS
Grant: U2COD023375, U24OD023382, U24OD023319, UH3OD023251, UH3OD023313, UH3OD023328 , UH3OD023289, UH3OD023285, UH3OD023271, UH3OD023253, UH3OD023279, UH3OD023332, UH3OD023305, and UH3OD023286, UH3OD023282, UH3OD023244, UH3OD023275, UH3OD023268, UH3OD023272, U
NIEHS NIH HHS
Grant: P30 ES017885
NIH HHS
Grant: UG3 OD023282
NIH HHS
Grant: UH3 OD035509
NIH HHS
Grant: UH3OD023337, UH3OD023271
FWCI
0.29
Citation Percentile
0.6%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals