1. Identifying Relative Changes in Social Risk Factors
- Author
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Xu, Stanley, Goodrich, Glenn K, Moore, Kelly R, Manson, Spero M, Gottlieb, Laura M, Hessler, Danielle, Schroeder, Emily B, and Steiner, John F
- Subjects
Public Health ,Health Sciences ,Clinical Research ,Prevention ,Clinical Trials and Supportive Activities ,Zero Hunger ,Adolescent ,Adult ,Aged ,Cohort Studies ,Female ,Humans ,Hypertension ,Indigenous Peoples ,Male ,Middle Aged ,New Mexico ,Odds Ratio ,Prospective Studies ,Risk Factors ,Sociological Factors ,Urban Population ,social determinants of health ,cohort study ,food insecurity ,housing instability ,transportation barriers ,Public Health and Health Services ,Applied Economics ,Health Policy & Services ,Applied economics ,Health services and systems ,Policy and administration - Abstract
BackgroundIndividuals often report concurrent social risk factors such as food insecurity, unstable housing, and transportation barriers. Comparing relative changes between pairs of social risk factors may identify those that are more resistant to change.ObjectiveThe objective of this study was to develop a method to describe relative changes in pairs of social risk factors.Research designThis was a prospective cohort study.SubjectsParticipants in a randomized controlled trial of hypertension care in an Urban Indian Health Organization.MeasuresWe measured 7 social risk factors (housing, transportation, food, clothing, health care, utilities, and debts) at enrollment, 6, and 12 months among 295 participants in the trial. We hypothesized that pairwise comparisons could identify social risk factors that were less likely to change over time. We used conditional odds ratios (ORs) with 95% confidence intervals (CIs) to rank each pair.ResultsFood, clothing, health care, utilities, and debts had more changes between 0 and 6 months relative to housing (OR=2.3, 3.4, 4.7, 3.5, and 3.4, respectively; all 95% CI excluded 1.0). These same social risk factors also had more changes between baseline and 6 months relative to transportation (OR=2.8, 3.4, 4.9, 4.7, and 4.1, respectively; all 95% CI excluded 1.0). Changes in housing and transportation risk factors were comparable (OR=0.7, 95% CI: 0.4-1.4). Relative changes between 6 and 12 months were similar.ConclusionsHousing and transportation exhibited fewer relative changes than other social risk factors and might be more resistant to change. Awareness of the relationships between social risk factors can help define priorities for intervention.
- Published
- 2021