Quantifying the Associations Between Social Determinants of Health and Blood Pressure 1–3 Years Following Pregnancy in Black Women is a dataset published in Journal of Racial and Ethnic Health Disparities (2025). On theSindex it has a DataRank of 0.104, placing it in the top 77.8% of the data-sharing corpus. It has been cited 1 time. Its calibrated FAIR score is 2/100.
Ranks in the top 78% 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 (DOI, Handle, ARK, URN, or repository accession) is given for the study's own data; the only identifier is the article's DOI.
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; the data are said to be accessible by contacting the corresponding author, which is not a named host.
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—neither in the reference list nor in the body text. The article's own DOI is not a dataset identifier.
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 may be accessible by contacting the corresponding author.”
The statement points to a person (corresponding author), which is Colavizza category 1 (data available on request), mapped to partial.
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
“Cross-sectional data collected from N =204 adult Black women who had a live delivery between 2013 and 2022 in Milwaukee, Wisconsin, USA, were analyzed.”
The dataset's content and size are stated in running prose, not in an itemised inventory. [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'
“Data may be accessible by contacting the corresponding author.”
The only route is a discretionary request to a person, which is not a followable access route and is scored as 'no' per the instructions.
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 may be accessible by contacting the corresponding author.”
The paper describes an access action (contacting the author) but does not use an explicit access-level label from the standard vocabulary. [majority verdict 'partial' (3/4 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 may be accessible by contacting the corresponding author.”
The gatekeeper is a natural person (the corresponding author) with no institutional committee or agreement named, which corresponds to the partial class.
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 become available or how long they persist; the data availability statement offers no 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 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 data or metadata community standard (e.g., minimum information checklist, metadata schema, ontology) is named; the scales used (PHQ-9, GAD-7) are measurement instruments, not data standards.
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 (dataset, database, or code) is given. [majority verdict 'no' (3/4 passes agreed)]
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 stated for the data; the Creative Commons Attribution 4.0 licence applies to the article, not the dataset.
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 to pin a snapshot of the data; the data collection period (2019–2022) is not a release version.
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 study's own code is not mentioned; only Stata is named as a tool, with no repository or locator for the custom 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)
“R01DK118038, R01DK120861, R21DK123720, R01MD013826, R01MD018012, R01MD017574”— not found in the paper; verdict downgraded
Multiple grant numbers are provided alongside funder names, which is the highest class (alphanumeric award identifiers). [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/4 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
“Omron Blood Pressure Monitor HEM-907XL or Omron Intellisense”
The text names specific instruments (Omron blood pressure monitor, Patient Aid scale) and software (Stata SE Version 17) used to produce the data, satisfying the class 1 requirement.
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 Sample demographics for the study sample of adult black postpartum women”
Variable definitions are provided inside the article in Table 1, but no separate documentation object (e.g., README, codebook) is said to accompany the data. This corresponds to class 2 (partial). [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
0.104
From this paper's citation signal
Citation Network Contribution
0
Citation network not refreshed for this result
This paper's DataRank is currently driven only by its base citation score. Citation network data was not refreshed for this result.
Learn more about DataRank methodology →National Institute of Diabetes and Digestive and Kidney Diseases
Grant: R01DK118038
National Institute of Diabetes and Digestive and Kidney Diseases
Grant: R01DK120861
National Institutes of Health
Grant: R21DK123720
National Institute on Minority Health and Health Disparities
Grant: R01MD013826
National Institute on Minority Health and Health Disparities
Grant: PI: Egede/Walker
National Institute on Minority Health and Health Disparities
Grant: R01MD017574
National Institute on Minority Health and Health Disparities
Grant: PI: Egede/Linde
National Institute on Minority Health and Health Disparities
Grant: R01MD018012
NIMHD NIH HHS
Grant: R01 MD018721
National Institutes of Health
Grant: 7R01MD013826-06
Lowering the impact of Food Insecurity in African American Adults with Type 2 Diabetes Mellitus (LIFT-DM)
National Institutes of Health
Grant: 5R01DK120861-03
Financial Incentives And Nurse Coaching to Enhance Diabetes Outcomes - FINANCE-DM
National Institutes of Health
Grant: 5R01MD017574-02
Structural Racism and Disparities in Social Risk, Human Capital, Health Care Resources, and Health Outcomes: A Multi-level Analysis of Pathways and Policy Levers for Change
National Institutes of Health
Grant: 1R01DK118038-01A1
HOME DM-BAT: Home-based Diabetes-Modified Behavioral Activation Treatment for Low Income Seniors with T2DM
National Institutes of Health
Grant: 5R01MD018012-02
Impact of structural racism on hospital/clinic closures, community assets, and health outcomes in urban communities
National Institutes of Health
Grant: 1R21DK123720-01A1
Community-Based Intervention to Improve Diabetes Outcomes in Older African American Women with Multi-Caregiving Burden
FWCI
1.05
Citation Percentile
0.7%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals