Table 2.
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.