{"doi":"10.1007/s40615-024-02062-5","title":"Quantifying the Associations Between Social Determinants of Health and Blood Pressure 1–3 Years Following Pregnancy in Black Women","abstract":"OBJECTIVE: Examine the association between social determinants of health (SDOH) (cultural, neighborhood, and physical factors) and blood pressure (BP) in Black women 1-3 years following delivery. METHODS: 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. Sequential linear and logistic regression models were run to test associations between SDOH variables and systolic and diastolic BP. SDOH were the independent variables; systolic and diastolic BP were the outcome variables. Stepwise linear and logistic regression with forward selection were run to assess the independent associations between SDOH and BP in Black women 1-3 after pregnancy. RESULTS: Mean systolic and diastolic BP were 120.1 (± 17.4 SE) and 82.0 (± 13.2 SE), respectively. In final stepwise regression models, age (β 0.61, 95% CI 0.20, 1.02), income (β 5.45 95% CI 0.35, 10.56), chance health locus of control (β -0.78, 95% CI -1.37, -0.19), depression (β 0.59, 95% CI 0.10, 1.08), BMI (β 0.33, 95% CI 0.08, 0.57), family history of preeclampsia (β 7.92, 95% CI 1.49, 14.35), and kidney disease (β 60.32, 95% CI 38.71, 81.93) were associated with systolic BP. Age (β 0.53, 95% CI 0.23, 0.83), depression (β 0.55, 95% CI 0.22, 0.87), BMI (β 0.45, 95% CI 0.28, 0.63), family history of preeclampsia (β 5.71, 95% CI 0.97, 10.45), and kidney disease were significantly associated with diastolic BP. CONCLUSION: Depression was associated with increased systolic BP and chance health locus of control was associated with decreased systolic BP. Depression was significantly associated with increased diastolic BP. Future research should explore causal mechanisms between depression and hypertension risk.","journal":"Journal of Racial and Ethnic Health Disparities","year":2025,"id":551706,"datarank":0.10397207708399181,"base_score":0.6931471805599453,"endowment":0.6931471805599453,"self_citation_contribution":0.10397207708399181,"citation_network_contribution":0.0,"self_endowment_contribution":0.10397207708399181,"citer_contribution":0.0,"corpus_percentile":22.178386323199504,"corpus_rank":9377,"citation_count":1,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":true,"is_dataset_confidence":0.6281,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":2.0833,"fair_percentile":1.4062977682665851,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":343878,"name":"Rebekah J. Walker","orcid":"0000-0002-7773-557X","position":1,"is_corresponding":false},{"id":343877,"name":"Aprill Z. Dawson","orcid":"0000-0001-5610-9708","position":2,"is_corresponding":false},{"id":756916,"name":"Joni S. Williams","orcid":"0000-0001-8988-3556","position":3,"is_corresponding":false},{"id":323867,"name":"Anna Palatnik","orcid":"0000-0001-6568-0201","position":4,"is_corresponding":false},{"id":343881,"name":"Leonard E. Egede","orcid":"0000-0003-1546-1515","position":5,"is_corresponding":false},{"id":1087277,"name":"Shannon L. Walker","orcid":null,"position":0,"is_corresponding":true}],"reference_count":45,"raw_metadata":null,"created_at":"2026-07-19T02:54:29.318076Z","pmid":"39961984","pmcid":"PMC12240704","fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":22.2222,"fair_a":18.75,"fair_i":0.0,"fair_r":29.1667,"fair_zscore":-1.2811,"fair_rationale":{"fair_score":2.08,"has_llm":true,"taxonomy_version":"fair_taxonomy_v5","dimensions":{"F":{"name":"Findable","score":22.22,"criteria":[{"key":"f_dataset_pid","label":"Persistent identifier for the data","kind":"llm","weight":2.0,"fraction":0.0,"verdict":"no","evidence":null,"grounded":false,"rationale":"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.","anchors":["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'"],"scored":true,"signal":null},{"key":"f_repository_named","label":"Named repository","kind":"llm","weight":2.0,"fraction":0.0,"verdict":"no","evidence":null,"grounded":false,"rationale":"No repository is named; the data are said to be accessible by contacting the corresponding author, which is not a named host.","anchors":["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"],"scored":true,"signal":null},{"key":"f_data_availability_statement","label":"Data-availability statement","kind":"llm","weight":2.0,"fraction":0.5,"verdict":"partial","evidence":"Data may be accessible by contacting the corresponding author.","grounded":true,"rationale":"The statement points to a person (corresponding author), which is Colavizza category 1 (data available on request), mapped to partial.","anchors":["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"],"scored":false,"signal":null},{"key":"f_discovery_metadata","label":"Description of the dataset as an object","kind":"llm","weight":2.0,"fraction":0.5,"verdict":"partial","evidence":"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.","grounded":true,"rationale":"The dataset's content and size are stated in running prose, not in an itemised inventory. 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[majority verdict 'no' (3/4 passes agreed)]","anchors":["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'"],"scored":false,"signal":null}]},"R":{"name":"Reusable","score":29.17,"criteria":[{"key":"r_reuse_license","label":"Reuse licence","kind":"llm","weight":2.0,"fraction":0.0,"verdict":"no","evidence":null,"grounded":false,"rationale":"No licence is stated for the data; the Creative Commons Attribution 4.0 licence applies to the article, not the dataset.","anchors":["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'"],"scored":true,"signal":null},{"key":"r_provenance_methods","label":"Provenance of the data","kind":"llm","weight":1.0,"fraction":1.0,"verdict":"yes","evidence":"Omron Blood Pressure Monitor HEM-907XL or Omron Intellisense","grounded":true,"rationale":"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.","anchors":["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"],"scored":false,"signal":null},{"key":"r_documentation_codebook","label":"Documentation / codebook","kind":"llm","weight":1.0,"fraction":0.5,"verdict":"partial","evidence":"Table 1 Sample demographics for the study sample of adult black postpartum women","grounded":true,"rationale":"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. 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For ecology / environmental data, deposit in GBIF, PANGAEA or Dryad.","anchors":["yes","partial","no"],"verdict":"no","current":0.0,"evidence":null,"why":"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.","gain":16.67,"priority":"essential","scored":true},{"key":"f_repository_named","dimension":"F","label":"Named repository","action":"Deposit the data in a repository registered in re3data/FAIRsharing (a domain repository such as GEO, SRA, dbGaP, PRIDE, or a generalist such as Zenodo, Dryad, Dataverse) and name it explicitly in the paper. A lab website is not an archive: it has no retention commitment and no accession. 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NIH DMS Element 4 asks for both; most papers give neither.","anchors":["yes","partial","no"],"verdict":"no","current":0.0,"evidence":null,"why":"No sentence states when the data become available or how long they persist; the data availability statement offers no temporal commitment.","gain":0.0,"priority":"useful","scored":false}],"suggestions":["Mint or cite a persistent identifier for the dataset — a repository DOI or an accession from a registered repository — and print it in the paper. A bare URL is not persistent: it is the single most common cause of a dead data link five years after publication. For ecology / environmental data, deposit in GBIF, PANGAEA or Dryad.","Deposit the data in a repository registered in re3data/FAIRsharing (a domain repository such as GEO, SRA, dbGaP, PRIDE, or a generalist such as Zenodo, Dryad, Dataverse) and name it explicitly in the paper. A lab website is not an archive: it has no retention commitment and no accession. For ecology / environmental data, deposit in GBIF, PANGAEA or Dryad.","Remove the precondition or justify it. Release the data at publication with no embargo, no registration wall, and no approval step — NIH's zero-embargo public- access rule (NOT-OD-25-101) has already made 'available at publication' the federal baseline for the article; the data should not lag behind it. For ecology / environmental data, deposit in GBIF, PANGAEA or Dryad.","Attach a standard, machine-readable open licence to the deposit — CC0 or CC BY, which is what Horizon Europe and most funders expect — and print the licence identifier in the paper. 'Free to use' is not a licence: it grants nothing a reuser's institution can rely on.","Cite the dataset in the reference list like a publication — creator, year, title, repository, DOI/accession — and cite it in-text where it is used. Only a reference- list entry is machine-readable to Crossref/DataCite, and only a citation lets the data earn credit. Cite the ecology / environmental repository accession (e.g. from GBIF, PANGAEA or Dryad) in the reference list."],"model":"deepseek/deepseek-v4-flash","agent_version":"fair_agent_v8","fulltext_source":"epmc_xml"},"fair_model":"deepseek/deepseek-v4-flash","fair_agent_version":"fair_agent_v8","fair_fulltext_source":"epmc_xml","fair_has_llm":true,"fair_computed_at":"2026-07-20T13:40:42.629174Z","clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}