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Table 6 Variables associated with diabetic retinopathy (DR) by multivariate logistic regression

From: Control and complications of diabetes in urban primary care units in Thailand: a cross-sectional study

Covariate

Reduced model

Full model

ORadj

(95% CI)

p-value

ORadj

(95% CI)

p-value

Gender

men vs. women

0.74

(0.38, 1.46)

0.388

0.76

(0.35, 1.65)

0.485

Age (years)

60 vs. < 60

deleted

-

-

0.64

(0.31, 1.33)

0.232

BMI (kg/m2)

overweight vs. normal

deleted

-

-

0.87

(0.38, 1.99)

0.733

obese vs. normal

2.21

(1.00, 4.86)

0.046**

0.65

(0.25, 1.72)

0.390

Duration of disease (years)

 > 4 vs. ≤ 4

1.05

(0.51, 2.17)

0.897

1.23

(0.61, 2.48)

0.557

WC (cm)

over vs. normal

2.23

(0.77, 2.31)

0.021**

1.27

(0.54, 2.98)

0.587

NC (cm)

 

deleted

-

-

0.99

(0.91, 1.06)

0.694

SBP (mmHg)

 ≥ 140 vs. < 140

deleted

-

-

2.13

(1.02, 4.46)

0.045**

DBP (mmHg)

 ≥ 90 vs. < 90

1.81

(1.48, 1.96)

0.049**

0.29

(0.03, 2.45)

0.256

TC (mmol/l)

 ≥ 5.2 vs. < 5.2

0.47

(0.21, 1.02)

0.051

2.45

(0.82, 7.30)

0.108

TG (mmol/l)

 ≥ 1.7 vs. < 1.7

0.41

(0.15, 1.10)

0.078

0.53

(0.24, 1.18)

0.122

HDL-C (mmol/l)

 < 1 vs. ≥ 1

deleted

-

-

0.65

(0.23, 1.84)

0.420

LDL-C (mmol/l)

 ≥ 2.6 vs. < 2.6

deleted

-

-

0.49

(0.18, 1.36)

0.171

A1C (mmol/mol)

 ≥ 53 vs. < 53

deleted

-

-

1.08

(0.53, 2.19)

0.841

Treatment (drug use)

no drug use 1 -3 vs. 4–5

deleted

-

-

1.87

(0.69, 5.07)

0.217

no drug use 1 -3 vs. more than 6

deleted

-

-

1.75

(0.60, 5.14)

0.306

Quality of care indicators

 TOC-target indicators

yes vs. no

deleted

-

-

0.31

(0.11, 1.92)

0.675

 POC-process indicators

yes vs. no

deleted

-

-

0.76

(0.44, 1.25)

0.566

Constant

0.12

(0.05, 0.30)

0.000

0.14

(0.04, 0.51)

0.003

 Hosmer–Lemeshow goodness of fit test

chi-square = 6.14, p = 0.5240

chi-square = 4.70, p = 0.7896

 -2 Log Likelihood

-126.2933

-125.2933

 AIC

266.5867

270.069

 BIC

293.1164

326.2141

 Pseudo R2

0.492

0.543

  1. *** p-value < 0.001, ** < 0.05; The association between variables and DR are analyzed by using multivariate logistic regression
  2. OR Odd ratio CI Confidence interval, DR Diabetic retinopathy, WC Waist circumference, NC Neck circumference, SBP Systolic blood pressure, DBP Diastolic blood pressure, BMI Body mass index, TC Total cholesterol, TG Triglyceride, HDL-C High-density lipoprotein, LDL-C Low-density lipoprotein, A1C Hemoglobin A1c, AIC Akaike’s information criterion, BIC Bayesian information criterion