Effects of behavioural risk factors on high-cost users of healthcare: a population-based study
Amanda Alberga1,2, Laura Holder1, Kathy Kornas2
1Clinical Evaluative Sciences, Toronto, Canada.
Insights
Risky health behaviors like smoking and inactivity significantly increase the odds of becoming a high-cost user (HCU). Multiple risks amplify this likelihood, highlighting behaviors as targets for healthcare cost reduction.
Area of Science:
- Health Services Research
- Public Health
- Health Economics
Background:
- High-cost users (HCUs) account for a disproportionate share of healthcare spending.
- While risky health behaviors are linked to poor health outcomes, their specific association with HCUs requires further investigation.
Purpose of the Study:
- To investigate the association between health behavior risks and downstream high-cost healthcare utilization.
- To identify modifiable risk factors contributing to high healthcare costs.
Main Methods:
- Utilized a combined cohort from the Canadian Community Health Survey (CCHS) linked to Ontario health administrative data (2005-2009).
- Employed person-centered costing to categorize respondents by HCU status in the 4 years post-interview.
- Applied logistic regression to assess the impact of various health behaviors on future HCU status.
Main Results:
- Smoking and physical inactivity were significantly associated with increased odds of becoming an HCU.
- A cumulative effect was observed: the greater the number of health behavior risks, the higher the odds of future HCU status.
Conclusions:
- Upstream health behaviors demonstrably influence high-cost healthcare utilization.
- Health behaviors represent a viable target for health promotion programs and policies aimed at mitigating healthcare costs.
- Findings can guide decision-makers in identifying at-risk individuals and support sustainable healthcare systems through targeted interventions.
Objectives:
High-cost users (HCUs) are known to disproportionally incur the majority of healthcare utilization costs relative to their counterparts. A number of studies have highlighted the detrimental effects of risky health behaviours; however, only a few have demonstrated the link to HCUs, a meaningful endpoint for program and policy decision-makers. We investigated the association between health behaviour risks and downstream high-cost healthcare utilization.
Methods:
A combined cohort of participants from the Canadian Community Health Survey (CCHS) cycles 2005-2009 was linked to future population-based health administrative data in Ontario. Using person-centered costing methodology, CCHS respondents were ranked according to healthcare utilization costs and categorized as ever having HCU status in the 4 years following interview. Logistic regression models were used to estimate the association between various health behaviours on future HCU status.
Results:
Models estimated that smoking and physical inactivity were associated with a significant increase in the odds of becoming an HCU. Compared to individual behaviours, increasing the number of health behaviour risks significantly strengthened the odds of becoming an HCU in subsequent years.
Conclusion:
The analyses provide evidence that upstream health behaviours affect high-cost healthcare utilization. Health behaviours are a meaningful target for health promotion programs and policies. These findings can inform decision-makers on appropriate behavioural targets for those on an HCU trajectory and promote public health efforts to support healthcare system sustainability.
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