Type 2 & other diabetes

Population-Level Health Intervention and Primary Care Quality for Veterans

JAMA Netw OpenPublished Retrospective cohort study

Authors' conclusion

This cohort study found that implementation of VHA's PHI was associated with improved care quality of care for diabetes and hypertension and did not increase preventable care use, suggesting that the PHI may serve as a model for population health approaches that seek to reengage inactive patients since the COVID-19 pandemic.

Study context

Population
Veterans with diabetes and/or hypertension enrolled in Veterans Health Administration (VHA) primary care; data February 2021–February 2022separate matched cohorts per outcome
Exposure
Preventive Health Inventory (PHI) receipt vs no PHI
Outcome
Diabetes and hypertension clinical quality measures (eg, poor diabetes control, HbA1c >9%) and preventable use outcomes (outpatient care use, preventable ED visits, hospitalizations for ambulatory care-sensitive conditions)
Methodological detailspropensity score-matched, difference-in-differences
  • Propensity score-matched
  • Difference-in-differences

Main finding

As reported in the abstract

Clinical quality measures
PHI vs No PHIDifference in probability of adequate BP control, percentage points (95% CI)
Clinical quality measures
4.0(2.6–5.3)
Lower with PHI
difference in probability of poor diabetes control 2.9 percentage points (95% CI −3.8 to −1.9)

Observational data: associations, not effects.

Further findings

OutcomeDifference in outpatient care use (visits per 1000 veterans) (95% CI)
Preventable care use310 (272–348)

Preventable care use

No differences between groups for preventable use outcomes

Original publication

Population-Level Health Intervention and Primary Care Quality for Veterans. JAMA Netw Open. Published 3 November 2025. doi:10.1001/jamanetworkopen.2025.44378

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