Hunter Stephen, Liu Sze Y, Cook Daniel M, Davis Kia L, Smith Brendan T, Pabayo Roman
School of Public Health, University of Alberta, Edmonton, Alberta, Canada.
Women and Children's Health Research Institute, University of Alberta, Edmonton, Alberta, Canada.
PLoS One. 2025 Apr 1;20(4):e0320920. doi: 10.1371/journal.pone.0320920. eCollection 2025.
This study examined the association between state-level public health funding per capita and the odds of poor physical health.
Cross-sectional.
Data from the 2018 Behavioral Risk Factor Surveillance System (BRFSS) were used. Participants' self-reported physical health was reported using the CDC Healthy Days Core Module. State-level public health funding per capita was obtained from the State Health Access Data Assistance Center website. Multilevel logistic regression was used to adjust for self-reported individual-level characteristics and state-level characteristics from the 2018 American Community Survey. We also tested whether household income or education attainment moderated any observed associations.
A one SD increase in state-level public health funding per capita was not associated with the odds ≥ 14 days of poor physical health (OR = 0.96, 95% CI: 0.90, 1.01). However, heterogeneity across household income was observed. Greater public health funding per capita was associated with lower predicted probabilities of reporting ≥ 14 days of poor physical health among respondents from low household income backgrounds ( <$35,000 USD) compared to participants with high household incomes (>$75,000 USD). No associations were observed among those with moderate ($35,000 - $70,000 USD) household incomes. A similar finding was observed among participants with less than high school education when compared to participants with post-secondary education.
Greater state-level public health funding per capita appears to have a protective association against reporting ≥ 14 days of poor physical health in individuals with lower household incomes and may be helpful in reducing health inequities. Future research is needed to determine whether this association is causal.
本研究探讨了州级人均公共卫生资金与身体健康状况不佳几率之间的关联。
横断面研究。
使用了2018年行为风险因素监测系统(BRFSS)的数据。参与者的自我报告身体健康状况通过疾病控制与预防中心健康日核心模块进行报告。州级人均公共卫生资金来自州卫生获取数据援助中心网站。采用多水平逻辑回归来调整自我报告的个体水平特征以及2018年美国社区调查中的州级特征。我们还测试了家庭收入或教育程度是否调节了任何观察到的关联。
州级人均公共卫生资金增加一个标准差与身体健康状况不佳≥14天的几率无关(OR = 0.96,95%CI:0.90,1.01)。然而,观察到家庭收入存在异质性。与高家庭收入(>75,000美元)的参与者相比,低收入背景(<35,000美元)的受访者中,人均公共卫生资金增加与报告身体健康状况不佳≥14天的预测概率较低相关。中等家庭收入(35,000 - 70,000美元)的人群中未观察到关联。与高等教育程度的参与者相比,高中以下教育程度的参与者中也观察到了类似的结果。
州级人均公共卫生资金增加似乎对家庭收入较低的个体报告身体健康状况不佳≥14天具有保护作用,可能有助于减少健康不平等。未来需要进行研究以确定这种关联是否具有因果关系。