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Table 3 Multilevel logistic regressions of preventable hospitalization among diabetes patients aged 18 years or older in 2010

From: Socioeconomic disparities in preventable hospitalization among adults with diabetes in Taiwan: a multilevel modelling approach

Variables

Model 1

Model 2

 

OR

95% CI

OR

95% CI

Individual level

      

Gender

      

  Male

1.027

0.905

1.166

1.038

0.903

1.194

  Female

1.000

  

1.000

  

Age

      

  <55

0.966

0.806

1.158

1.036

0.847

1.267

  55-65

0.602‡

0.501

0.723

0.657‡

0.536

0.805

  65-75

0.721‡

0.609

0.854

0.754†

0.624

0.911

  ≥75

1.000

  

1.000

  

Income

      

  Dependents

2.657‡

2.021

3.493

2.475‡

1.854

3.303

  Low

2.892‡

2.186

3.827

2.443‡

1.812

3.295

  Middle

2.092‡

1.598

2.738

2.079‡

1.568

2.758

  High

1.000

  

1.000

  

Time of diabetes diagnosis

      

  New patients in 2010

0.759†

0.637

0.905

0.887

0.732

1.076

  Previous patients

1.000

  

1.000

  

Comorbidities

      

  0

0.647‡

0.547

0.765

0.704‡

0.585

0.846

  1

0.574‡

0.497

0.664

0.588‡

0.501

0.690

  ≥2

1.000

  

1.000

  

Participated in the P4P program

      

  Yes

0.704‡

0.589

0.841

0.640‡

0.528

0.776

  No

1.000

  

1.000

  

HCP Ownership

      

  Public

   

1.005

0.861

1.172

  Private

   

1.000

  

HCP Level

      

  Medical center

   

3.514‡

2.709

4.558

  Regional hospital

   

4.917‡

3.867

6.254

  Local hospital

   

3.818‡

2.929

4.977

  Clinic

   

1.000

  

Regional level

      

Ratio of individuals with a higher education

      

  Highest

1.000

  

1.000

  

  High

1.541‡

1.257

1.889

1.463†

1.163

1.84

  Median

1.328†

1.097

1.608

1.380†

1.116

1.706

Low

1.330†

1.099

1.610

1.316*

1.065

1.626

Level of urbanization

      

  Urban

0.837

0.686

1.022

0.826

0.665

1.026

  Rural

1.000

  

1.000

  

−2 Log likelihood (random effects)

10116.81

8253.20

  1. Model 1 controlled for characteristics at the individual and regional levels.
  2. Model 2 controlled for model 1 variables and characteristics of the regular health care provider.
  3. *P < 0.05, †P < 0.01, ‡P < 0.001.