Evidence map›Paper›PMID 38526967›Full record

ArticleFamily practice2024

Association of neighbourhood walkability and haemoglobin A1c levels among Latino and non-Hispanic White patients with diabetes.

Jennifer A Lucas, Miguel Marino, Sophia Giebultowicz, Dang Dinh, Roopradha Datta, David Boston, John Heintzman

Open access · bronzeAbstract read
In one paragraph

Article in Family practice, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact, top 96% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 0 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 1 country.

Jennifer A LucasDepartment of Family Medicine, Oregon Health & Science University, Portland, OR, United States.ORCID 0000-0002-2895-9809
Miguel MarinoDepartment of Family Medicine, Oregon Health & Science University, Portland, OR, United States.ORCID 0000-0002-0066-4478
Sophia GiebultowiczOCHIN, Inc. Portland, OR, United States.
Dang DinhDepartment of Family Medicine, Oregon Health & Science University, Portland, OR, United States.
Roopradha DattaDepartment of Family Medicine, Oregon Health & Science University, Portland, OR, United States.
David BostonOCHIN, Inc. Portland, OR, United States.
John HeintzmanDepartment of Family Medicine, Oregon Health & Science University, Portland, OR, United States.
Oregon Health & Science University · USOchin · US

Funding

FOCUS: Foreign Born Latinos Cardiovascular ScreeningR01MD014120 · NIMHD · OREGON HEALTH & SCIENCE UNIVERSITY · PI HEINTZMAN, JOHN · 2020 to 2024
$2.0M
NIMHD NIH HHS R01 MD014120NIMHD NIH HHS R01MD014120
6 · The paper itself

Abstract

backgroundNeighbourhood walkability can benefit cardiovascular health. Latino patients are more likely than non-Hispanic White patients to have diabetes, and evidence has shown better diabetes-related outcomes for patients living in neighbourhoods conducive to physical activity. Our objective was to determine whether neighbourhood walkability was associated with haemoglobin A1c (HbA1c) levels among English- and Spanish-preferring Latino patients compared to non-Hispanic White patients.

methodsWe used electronic health record data from patients in the OCHIN, Inc. network of community health centres (CHC) linked to public walkability data. Patients included those age ≥ 18 with ≥ 1 address recorded, with a study clinic visit from 2012 to 2020, and a type 2 diabetes diagnosis (N = 159,289). Generalized estimating equations logistic regression, adjusted for relevant covariates, was used to model the primary binary outcome of always having HbA1c < 7 by language/ethnicity and walkability score.

resultsFor all groups, the walkability score was not associated with higher odds and prevalence of always having HbA1c < 7. Non-Hispanic White patients were most likely to have HbA1c always < 7 (prevalence ranged from 32.8% [95%CI = 31.2-34.1] in the least walkable neighbourhoods to 33.4% [95% CI 34.4-34.7] in the most walkable), followed by English-preferring Latinos (28.6% [95%CI = 25.4-31.8]-30.7% [95% CI 29.0-32.3]) and Spanish-preferring Latinos (28.3% [95% CI 26.1-30.4]-29.3% [95% CI 28.2-30.3]).

conclusionsWhile walkability score was not significantly associated with glycaemic control, control appeared to increase with walkability, suggesting other built environment factors, and their interaction with walkability and clinical care, may play key roles. Latino patients had a lower likelihood of HbA1c always < 7, demonstrating an opportunity for equity improvements in diabetes care.

Indexed as

Diabetes Mellitus, Type 2Glycated HemoglobinHispanic or LatinoWalkingWhiteAdultAgedEnvironment DesignFemaleHumansMaleMiddle AgedNeighborhood CharacteristicsResidence CharacteristicsGlycated Hemoglobinbuilt environmentdiabetes mellitusphysical fitness

Identifiers

PMID38526967
PMCPMC11461151
OpenAlexW4393142971

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.