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. 2014 Dec 28;4(2):75–83. doi: 10.15171/ijhpm.2015.08

Table 6 . Results of logistic regression analysis for factors influencing the decision to purchase health insurance .

Variables Model 1 Model 2 Model 3
β S.E. Exp(B) β S.E. Exp(B) β S.E. Exp(B)
Socio-economic Variable
Age (years) -0.11*** 0.02 0.89 -0.11*** 0.02 0.89 -0.11*** 0.02 0.89
Marital Status (ref-single) -0.83 0.67 0.43 -0.98 0.72 0.38 -1.14 0.80 0.32
Dependent Members
0–2 (ref) 1 1 1
2–4 -0.26 0.69 0.79 -0.34 0.75 0.71 -0.39 0.81 0.67
4–6 -1.19* 0.65 0.30 -1.49** 0.72 0.22 -1.54** 0.77 0.22
>6 -3.19*** 0.87 0.04 -3.49*** 0.98 0.03 -3.87** 1.06 0.02
Education
Graduate (ref) 1 1 1
Postgraduate 0.05 0.43 0.95 -0.14 0.47 0.87 0.19 0.52 0.81
Medical expenditure
<2000 (ref) 1 1 1
2000–5000 0.82* 0.54 2.27 0.74 0.52 2.10 0.83 0.50 2.23
5000–10000 0.99* 0.55 2.69 1.01* 0.58 2.73 0.71 0.64 2.08
>10000 2.32*** 0.62 10.16 2.04*** 0.63 7.66 2.34*** 0.67 10.41
Health status
Very good/good (ref) 1 1 1
Fair 0.73* 0.40 2.06 0.79* 0.42 2.20 0.72* 0.43 2.06
Very poor -0.30 0.47 0.74 -0.40 0.49 0.66 -0.37 0.54 0.69
Perception about Health Insurance product
Subscribing a policy will not benefit me (ref= agree) 0.98** 0.41 2.66 0.99** 0.42 2.70
It will not reduce my medical expenditure (ref= agree) 1.21** 1.21 3.35 1.24*** 0.46 3.46
I find product condition too complex (ref= agree) 0.25 0.42 1.28 0.39 0.44 1.48
Companies creates lots of hassles during claims (ref= disagree) -0.55 0.43 0.58 -0.213 0.46 0.81
Individuals’ personal behavioral factors
Does my job thoroughly (ref= agreed) 0.21 0.47 1.23
Gets nervous easily (ref= disagree) 1.64*** 0.48 5.17
Number of observations (n) 263 263 263
2 Log likelihood (χ2) 250.79a 237.67a 224.66a
Nagelkerke R 2 0.43 0.48 0.52
Cox and Snell R2 0.32 0.35 0.38

aLog likelihood at P= 0.01; ***P≤ 0.001; **P≤ 0.05; *P≤ 0.10. Dependent variable= Insurance status (insured and uninsured)