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. Author manuscript; available in PMC: 2012 Mar 27.
Published in final edited form as: Med Care. 2010 Mar;48(3):233–239. doi: 10.1097/MLR.0b013e3181ca2810

Table 2.

Estimates from three sets of models for LTC residents with high risk for pressure ulcers in NYS

Independent variables (Number of individual=59740; Number of facilities=619) Base logit model Conditional fixed-effects logit model Random-effects model with Bootstrapping SE

Odds Ratio Odds Ratio Odds Ratio

Black +++ 1.203*** 0.970 0.976
% black residents (0–10 scale) - - 1.036***

Age group1 (<=65) reference reference reference
Age group2 (66–75) 1.295*** 1.227*** 1.245***
Age group3 (76–85) 1.281*** 1.269*** 1.274***
Age group4 (>=86 ) 1.211*** 1.200** 1.203**
Male 1.253*** 1.248*** 1.253***
Bed mobility-extensive assistance 1.428*** 1.564*** 1.546***
Bed mobility-total dependence 1.844*** 2.072*** 2.022***
Transfer restriction-extensive assistance 1.380*** 1.272*** 1.268***
Transfer restriction-total dependence 2.231*** 2.065*** 2.056***
Transfer restriction-total depend.×group3 1.169*** 1.162** 1.166**
Loss of voluntary movement 1.496*** 1.500*** 1.503***
Loss of voluntary movement* group3 0.911 0.889* 0.893*
Bedfast 1.927*** 1.875*** 1.941***
Diabetes 2.047*** 1.941*** 1.969***
Diabetes×group2 0.741*** 0.770** 0.764**
Diabetes×group3 0.696*** 0.719*** 0.716***
Diabetes×group4 0.649*** 0.671*** 0.664***
Peripheral vascular disease 1.247*** 1.342*** 1.310***
Bladder continence 0.622*** 0.618*** 0.616***
Bladder continence×group4 1.181*** 1.158** 1.170***
Bowel incontinence 1.460*** 1.333*** 1.345***
Indwelling catheter 2.805*** 2.906*** 2.921***
BMI<18.5 1.956*** 1.942*** 1.939***
BMI (undefined) 1.128 1.201** 1.198**
BMI<18.5 ×group4 0.708*** 0.684*** 0.686***
Weight loss 1.929*** 1.900*** 1.928***
Weight loss×group4 1.115 1.149** 1.137*
End-stage disease 1.581*** 1.698*** 1.704***
Hip fracture in last 180 days 2.532*** 2.590*** 2.609***
Fracture×group2 0.504* 0.527* 0.506*
Edema 1.496*** 1.669*** 1.641***
Edema×group3 0.933 0.907 0.921
Profit 1.067**
Number of beds (facility size) 1.000
Registered nurse hours/resident/day 0.877*
Licensed practical nurse hours/resident/day 0.997
Certified nurse aide hours/resident/day 1.012
Occupancy rate 0.998
% Medicare residents (0–10 scale) 1.026
% Medicaid residents (0–10 scale) 1.021
Downstate 1.415***
***

p<0.01,

**

p<0.05,

*

p<0.1;

+++

The effect of race from base logit (1.203) model is significantly different from that from conditional fixed-effect (0.970) log model, with P<0.01.