Abstract
Purpose: HeartHealth is a multi-component cardiovascular disease (CVD) risk reduction intervention developed for rural Appalachia participants. Its effectiveness in reducing CVD risk factors has been demonstrated, and although HeartHealth was developed to address the negative impact of social determinants of health (SDOH), it remains unclear whether its impact is modified by key SDOH. The aims of the study were to evaluate whether the intervention effect on the Framingham CVD Risk Score (FRS) differs by financial status, education level, sex, depressive symptoms, and health literacy. Methods: A secondary analysis was conducted using data from a randomized controlled trial involving 349 participants (mean age: 43 ± 13, female 78%) from rural Appalachian Kentucky. Financial status, education level, and sex were measured using standard questionnaires, depressive symptoms were measured using the Patient Health Questionnaire-9, and health literacy was measured using the Newest Vital Sign. Repeated measures mixed modeling was employed to assess the impact of each SDOH while simultaneously evaluating the effects of time, intervention, and their interaction on FRS. Findings: The interaction between time and intervention was significant, indicating a sustained reduction in FRS among intervention participants. None of the SDOH had moderating effects on the intervention's impact on reducing CVD risk factors. This demonstrates that the HeartHealth intervention remains effective despite the impact of selected SDOH. Conclusions: The HeartHealth intervention effectively reduces CVD risk factors in rural Appalachia populations. This remains true regardless of SDOH that are commonly seen in rural areas.
| Original language | English |
|---|---|
| Article number | e70101 |
| Journal | Journal of Rural Health |
| Volume | 41 |
| Issue number | 4 |
| DOIs | |
| State | Published - Sep 1 2025 |
Bibliographical note
Publisher Copyright:© 2025 National Rural Health Association.
Funding
This work was supported through a Patient‐Centered Outcomes Research Institute (PCORI) Award CER‐850. The statements in this publication are solely the responsibility of the authors and do not necessarily represent the views of the Patient‐Centered Outcomes Research Institute (PCORI), its Board of Governors, or Methodology Committee. National Institutes of Health T32HL091812 This work was supported through a Patient-Centered Outcomes Research Institute (PCORI) Award CER-850. The statements in this publication are solely the responsibility of the authors and do not necessarily represent the views of the Patient-Centered Outcomes Research Institute (PCORI), its Board of Governors, or Methodology Committee. National Institutes of Health T32HL091812
| Funders | Funder number |
|---|---|
| Patient-Centered Outcomes Research Institute | CER‐850 |
| National Institutes of Health (NIH) | T32HL091812 |
Keywords
- cardiovascular disease
- health disparities
- interventions
- risk factors
- rural health
ASJC Scopus subject areas
- Public Health, Environmental and Occupational Health