Philippa Clarke
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Articles (21)
Location Matters: The Role of the Neighborhood Environment for Incident Cardiometabolic Disease in Adults Aging With Physical Disability
Purpose People aging with disability may be limited in their ability to engage in healthy behaviors to maintain cardiometabolic health. We investigated the role of health promoting features in the neighborhood environment for incident cardiometabolic disease in adults aging with physical disability in the United States. Design Retrospective cohort study. Setting Optum’s Clinformatics® Data Mart Database (2007-2018) of administrative health claims. Subjects ICD-9-CM codes were used to identify 15 467 individuals with a diagnosis of Cerebral Palsy, Spina Bifida, Multiple Sclerosis, or Spinal Cord Injury. Measures Cardiometabolic disease was identified using ICD-9-CM/ICD-10-CM codes over 3 years of follow-up. Measures of the neighborhood environment came from the National Neighborhood Data Archive and linked to individual residential ZIP codes over time. Covariates included age, sex, and comorbid health conditions. Analysis Cox regression models estimated hazard ratios (HR) for incident cardiometabolic disease. Using a 1-year lookback period, individuals with pre-existing cardiometabolic disease were excluded from the analysis. Results Net of individual risk factors, residing in neighborhoods with a greater density of broadband Internet connections (HR = .88, 95% CI: .81, .97), public transit stops (HR = .89, 95% CI: .83, .95), recreational establishments (HR = .89, 95% CI: .83, .96), and parks (HR = .88, 95% CI: .82, .94), was associated with reduced risk of 3-year incident cardiometabolic disease. Conclusion Findings identify health-promoting resources that may mitigate health disparities in adults aging with disability.
Year:
2024
Collaborators (12)
Natalie Colabianchi
University of Michigan
Lindsay Kobayashi
Assistant Professor
University of Michigan–Ann Arbor
Michelle Meade
University of Michigan
Shu Xu
University of Michigan–Ann Arbor
Michael Esposito
Assistant Professor
Washington University in St. Louis
Lynda Lisabeth
Professor
University of Michigan
Erica Twardzik
Assistant Professor
University of Michigan
Denise Tate
Professor
University of Michigan
Joshua Ehrlich
University of Michigan
Leah Abrams
Assistant Professor
Tufts University
Kate Duchowny
Research Assistant Professor
University of Michigan–Ann Arbor
Kenneth Langa
University of Michigan

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