Table 2.
2SRI | Logit | ||||||||
---|---|---|---|---|---|---|---|---|---|
Dementia | |||||||||
First‐stage AWV utilization model | Second‐stage diagnosis model | Observational diagnosis model | |||||||
HR | 95% CI | P | HR | 95% CI | P | HR | 95% CI | P | |
AWV utilization within 6 mo | |||||||||
White | 2.34 | 2.13, 2.58 | <.001 | 0.87 | 0.81, 0.94 | <.001 | |||
Black | 2.22 | 1.71, 2.89 | <.001 | 0.81 | 0.63, 1.05 | .11 | |||
Asian | 4.82 | 2.94, 7.89 | <.001 | 1.74 | 1.06, 2.83 | .03 | |||
Hispanic | 6.14 | 3.70, 10.19 | <.001 | 2.19 | 1.32, 3.61 | .002 | |||
Race‐Specific WMV utilization (exogenous identifying variables) | |||||||||
White | 101.53 | 83.73, 123.12 | <.001 | ||||||
Black | 1.69 | 1.56, 1.84 | <.001 | ||||||
Asian | 1.43 | 1.31, 1.56 | <.001 | ||||||
Hispanic | 1.16 | 1.01, 1.33 | .04 | ||||||
Residual | 0.28 | 0.26, 0.30 | <.001 |
Joint F‐test for all four instruments: F = 2435.58, P < .001. Estimates are adjusted for demographic and socioeconomic factors, health status, and healthcare utilization in the prior year (see Table S1 for all covariates). Stage 1 estimates indicate a strong relationship between county‐level Welcome to Medicare Visit Utilization and Annual Wellness Visit (AWV) Utilization for all racial groups. Observational estimates show a modest protective effect of AWV utilization on new dementia diagnosis for white and black beneficiaries, and a positive effect of AWV utilization on new dementia diagnosis for Hispanic and Asian beneficiaries. Second stage estimates show positive and higher (relative to observational estimates) effects of AWV utilization on new dementia diagnosis for all racial groups.