The Associations of Maternal Health Characteristics, Newborn Metabolite Concentrations, and Child Body Mass Index among US Children in the ECHO Program is a dataset published in Metabolites (2023). On theSindex it has a DataRank of 0.225, placing it in the top 62.3% of the data-sharing corpus. It has been cited 3 times, with 2 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 62% 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 this study's own 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'
No repository is named as the holder of the data; the data are held by the authors and available on request.
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 data presented in this study are available on request from the corresponding author.”
The data-availability statement points to a person (available on request), which is 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
“NBS metabolic data include targeted measurement of free carnitine, acylcarnitines, and amino acids”
The dataset content is described in a running prose sentence, not in an itemised section or table. [majority verdict 'partial' (3/4 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 presented in this study are available on request from the corresponding author.”
The only route offered is a discretionary request to a person, which is not a followable access route and is scored as no.
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 presented in this study are available on request from the corresponding author.”
The paper describes an access action (request from author) but does not use a standard access-level label like 'open access' or 'restricted access'.
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 presented in this study are available on request from the corresponding author”
The gatekeeper is a natural person (the corresponding author), not an institutional committee or repository. [majority verdict 'partial' (3/4 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 sentence states when the data are available or how long they persist.
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.
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 data or metadata community 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 an external resource (source dataset, database, etc.) 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 for the data is named; the CC BY licence 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 pins the data snapshot.
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 given for the study's own code.
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 work was supported by the National Institutes of Health (grant numbers UG3/UH3 OD023282 to JEG, UH3 OD023282 and U19 AI095227 to TVH, UH3 OD023285 to NSP, UH3 OD023248 to DMD, UH3 OD023288 to CTM, and K01 HL161257 which supports BMS).”
Award/grant numbers are provided for the 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
“Tandem mass spectrometry (MS/MS) was used to quantitatively measure metabolite concentrations”— not found in the paper; verdict downgraded
The paper names the specific instrument (MS/MS) used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/4 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 S1: Newborn screening (NBS) metabolites measured in each cohort”
Variable definitions are provided in a supplementary table inside the article, not in a documentation object shipped with the data. [majority verdict 'partial' (3/4 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
0.208
From this paper's citation signal
Citation Network Contribution
0.0168
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 2 citers.
National Institutes of Health
Grant: UG3/UH3 OD023282
National Institutes of Health
Grant: U19 AI095227
National Institutes of Health
Grant: UH3 OD023285
National Institutes of Health
Grant: UH3 OD023248
National Institutes of Health
Grant: K01 HL161257
National Institutes of Health
Grant: U2COD023375
National Institutes of Health
Grant: U24OD023382
National Institutes of Health
Grant: U24OD023319
National Institutes of Health
Grant: UH3OD023282
NIEHS NIH HHS
Grant: P30 ES010126
NIH HHS
Grant: UG3 OD023271
NIH HHS
Grant: UG3 OD035517
NIH HHS
Grant: UG3 OD023282
NIH HHS
Grant: UH3 OD023288
NIH HHS
Grant: UH3 OD023271
NIDDK NIH HHS
Grant: P30 DK098722
NIH HHS
Grant: UG3 OD035516
National Institutes of Health
Grant: 5K01HL161257-04
Identifying molecular pathways in childhood asthma pathogenesis by integrating newborn metabolic profiles and GWAS data
National Institutes of Health
Grant: 5UH3OD023285-07
Prenatal Exposures and Child Health Outcomes: A Statewide Study
National Institutes of Health
Grant: 5U2COD023375-04
ECHO Coordinating Center
National Institutes of Health
Grant: 4UH3OD023282-10
Wisconsin Infant Study Cohort (WISC) ECHO Pediatric Follow-Up
National Institutes of Health
Grant: 5U19AI095227-02
The role of PGI2 in RSV-induced airway dysfunction and illness
National Institutes of Health
Grant: 4UH3OD023248-03
The Early Life Exposome and Childhood Health - The Colorado Healthy Start 3 Cohort Study
National Institutes of Health
Grant: 5UH3OD023288-07
Maternal vitamin C supplementation to decrease effects of smoking during pregnancy on infant lung function and health:Follow-up of 2 randomized trials and association with changes in DNA methylation
National Institutes of Health
Grant: 5U24OD023382-07
ECHODAC (Environmental Influences on Child Health Outcomes Data Analysis Center)
National Institutes of Health
Grant: 5U24OD023319-04
ECHO PRO Research Resource: A Developmentally-based Measurement Science Framework for Assessing Environmental Exposure and Child Health
FWCI
1.53
Citation Percentile
0.8%
Citation Trend
Fields of Study
Keywords
Sustainable Development Goals