Jennifer A Lucas, Miguel Marino, Sophia Giebultowicz, Dang Dinh, Roopradha Datta, David Boston, John Heintzman
{"title":"拉丁裔和非西班牙裔白人糖尿病患者的邻里步行能力与血红蛋白 A1c 水平的关系。","authors":"Jennifer A Lucas, Miguel Marino, Sophia Giebultowicz, Dang Dinh, Roopradha Datta, David Boston, John Heintzman","doi":"10.1093/fampra/cmae018","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Neighbourhood 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.</p><p><strong>Methods: </strong>We 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.</p><p><strong>Results: </strong>For 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]).</p><p><strong>Conclusions: </strong>While 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.</p>","PeriodicalId":12209,"journal":{"name":"Family practice","volume":" ","pages":"719-725"},"PeriodicalIF":2.4000,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11461151/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association of neighbourhood walkability and haemoglobin A1c levels among Latino and non-Hispanic White patients with diabetes.\",\"authors\":\"Jennifer A Lucas, Miguel Marino, Sophia Giebultowicz, Dang Dinh, Roopradha Datta, David Boston, John Heintzman\",\"doi\":\"10.1093/fampra/cmae018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Neighbourhood 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.</p><p><strong>Methods: </strong>We 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.</p><p><strong>Results: </strong>For 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]).</p><p><strong>Conclusions: </strong>While 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. 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Association of neighbourhood walkability and haemoglobin A1c levels among Latino and non-Hispanic White patients with diabetes.
Background: Neighbourhood 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.
Methods: We 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.
Results: For 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]).
Conclusions: While 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.
期刊介绍:
Family Practice is an international journal aimed at practitioners, teachers, and researchers in the fields of family medicine, general practice, and primary care in both developed and developing countries.
Family Practice offers its readership an international view of the problems and preoccupations in the field, while providing a medium of instruction and exploration.
The journal''s range and content covers such areas as health care delivery, epidemiology, public health, and clinical case studies. The journal aims to be interdisciplinary and contributions from other disciplines of medicine and social science are always welcomed.