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. 2024 May 16;24:1326. doi: 10.1186/s12889-024-18802-5

Table 2.

Prevalence ratios of diagnosed hypertension for beneficiaries with diabetes living in different community types (versus Large Central Metro), Medicare 2005–2017

Model 1
Urban-Rural Only
Model 2
Model 1 + Covariates
Model 3
Model 2 + SVI
PR (95% CI) P PR (95% CI) P PR (95% CI) P
Northeast
Urban-Rural Classification Large Fringe Metro

0.993

(0.989–0.998)

0.0025

1.013

(1.009–1.018)

< 0.0001

1.025

(1.019–1.031)

< 0.0001
Medium Metro

1.003

(0.998–1.009)

0.2284

1.024

(1.019–1.030)

< 0.0001

1.032

(1.026–1.039)

< 0.0001
Small Metro

0.977

(0.970–0.985)

< 0.0001

1.001

(0.993–1.009)

0.8168

1.011

(1.002–1.020)

0.0162
Micropolitan

0.970

(0.962–0.978)

< 0.0001

0.996

(0.987–1.004)

0.3054

1.006

(0.997–1.015)

0.2286
Non-Core

0.958

(0.948–0.969)

< 0.0001

0.983

(0.973–0.994)

0.0025

0.994

(0.983–1.006)

0.3298
Overall* < 0.0001 < 0.0001 < 0.0001
Midwest
Urban-Rural Classification Large Fringe Metro

0.979

(0.975–0.984)

< 0.0001

1.003

(0.998–1.008)

0.2440

1.035

(1.029–1.041)

< 0.0001
Medium Metro

0.961

(0.956–0.967)

< 0.0001

0.982

(0.977–0.986)

< 0.0001

1.003

(0.997–1.009)

0.3309
Small Metro

0.955

(0.950–0.961)

< 0.0001

0.980

(0.974–0.986)

< 0.0001

0.999

(0.993–1.005)

0.7430
Micropolitan

0.955

(0.950–0.960)

< 0.0001

0.983

(0.978–0.989)

< 0.0001

1.002

(0.996–1.009)

0.4415
Non-Core

0.934

(0.928–0.929)

< 0.0001

0.962

(0.956–0.968)

< 0.0001

0.988

(0.981–0.995)

0.0006
Overall* < 0.0001 < 0.0001 < 0.0001
South
Urban-Rural Classification Large Fringe Metro

0.988

(0.984–0.991)

< 0.0001

0.997

(0.994–1.001)

0.1105

1.004

(1.000-1.008)

0.0323
Medium Metro

0.992

(0.989–0.996)

< 0.0001

1.002

(0.998–1.005)

0.3412

1.003

(0.999–1.007)

0.0762
Small Metro

1.006

(1.001–1.010)

0.0084

1.016

(1.012–1.020)

< 0.0001

1.017

(1.013–1.021)

< 0.0001
Micropolitan

0.997

(0.993–1.001)

0.1725

1.006

(1.002–1.010)

0.0062

1.004

(0.999–1.008)

0.0638
Non-Core

0.993

(0.989–0.997)

0.0012

1.002

(0.997–1.006)

0.4881

1.001

(0.997–1.005)

0.7109
Overall* < 0.0001 < 0.0001 < 0.0001
West
Urban-Rural Classification Large Fringe Metro

0.971

(0.964–0.979)

< 0.0001

0.986

(0.978–0.993)

0.0002

1.005

(0.997–1.013)

0.2355
Medium Metro

0.967

(0.962–0.973)

< 0.0001

0.982

(0.976–0.988)

< 0.0001

0.985

(0.979–0.990)

< 0.0001
Small Metro

0.962

(0.955–0.970)

< 0.0001

0.984

(0.977–0.992)

< 0.0001

0.985

(0.978–0.993)

0.0001
Micropolitan

0.934

(0.926–0.942)

< 0.0001

0.958

(0.950–0.967)

< 0.0001

0.963

(0.955–0.971)

< 0.0001
Non-Core

0.893

(0.882–0.904)

< 0.0001

0.916

(0.904–0.927)

< 0.0001

0.935

(0.923–0.946)

< 0.0001
Overall* < 0.0001 < 0.0001 < 0.0001

PR = Prevalence Ratio, 95% CI = 95% Confidence Interval

*Overall P-value indicates the 5 df joint likelihood ratio test of any difference between the NCHS urban-rural classification groups

Note Model 1 = NCHS Urban-Rural Classification; Model 2 = Model 1 + age, sex, race, and Medicare-Medicaid dual eligibility; Model 3 = Model 2 + social vulnerability index (SVI)