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. 2012 Oct 4;23(3):458–464. doi: 10.1093/eurpub/cks127

Table 2.

Estimation results of bivariate probit model with selectivity correction and ordinary probit: female sample

Explanatory variables Bivariate probit with selectivity correction
Ordinary probit
Participate or not
Meeting the recommended level
Meeting the recommended level
Coefa. ME Coefa. ME Coefa. ME
Degree qualification 0.196*** 0.077 0.140** 0.013
Employed 0.198*** 0.054 0.217*** 0.019
Age −0.018*** −0.007 −0.010** −0.001
Ethnicityb
    Mixed 0.105 0.046 −0.179 −0.045
    Asian −0.422*** −0.155 0.422*** 0.133
    Black −0.046 −0.016 0.002 0.001
    Chinese 0.036 0.015 −0.246 −0.060
Income 0.000** 0.000 0.000** 0.000
No. of children −0.002 −0.001
Drinkers 0.314*** 0.123
Smokers −0.195*** −0.075
Health statusc
    Good health 0.487*** 0.181 0.570** 0.039
    Fair health 0.280*** 0.111 0.231 0.023
Obese −0.107** −0.045 −0.163** −0.042 −0.160 −0.013
Voluntary activity 0.114** 0.046
Urban residence 0.170** 0.044
Seasonal effectd
    Summer 0.203*** 0.081 0.154** 0.043 0.254*** 0.025
    Spring 0.061 0.024 0.017 0.005 0.065 0.006
    Autumn 0.059 0.024 −0.002 −0.001 0.032 0.003
Region of residencee
    North east −0.123 −0.050
    North west −0.214*** −0.089
    Yorkshire −0.133** −0.054
    East Midlands −0.037 −0.014
    West Midlands −0.095 −0.040
    East 0.010 0.000
    London −0.189*** −0.081
    South west −0.018 −0.011
Constant −0.201* −1.328*** −2.272***
Observations 7818 3349 7818
Rho −0.364 −0.364
P = 0.001 P = 0.001

Coef, Coefficients; ME, Marginal effects.

a: The estimated parameters and asterisks show significance level of 1% (***), 5% (**) and 10% (*).

b: Reference category: white.

c: Reference category: poor health.

d: Reference category: winter.

e: Reference category: south east.

Hausman specification test (null hypothesis: difference in coefficients in two models is not systematic): Chi2 (7) = 107.32; P = 0.001.