Panel A Panel B
SWB SWB SWB SWB SWB SWB
Oprobit Oprobit Oprobit Oprobit Oprobit Oprobit
(1) (2) (3) (4) (5) (6)
petrol price -0.074*** -0.055** -0.051** -0.078*** -0.072*** -0.063***
  (-3.754) (-2.181) (-2.017) (-4.069) (-3.007) (-2.577)
gender -0.029 -0.028 -0.021 -0.020
  (-1.375) (-1.311) (-1.008) (-0.945)
age 0.012*** 0.012*** 0.012*** 0.012***
  (9.620) (9.562) (9.059) (9.064)
education -0.025* -0.025* -0.029** -0.029**
  (-1.727) (-1.744) (-2.094) (-2.127)
married 0.122*** 0.119*** 0.120*** 0.118***
  (4.179) (4.069) (3.769) (3.695)
health 0.120*** 0.119*** 0.121*** 0.121***
  (9.719) (9.675) (9.549) (9.512)
work 0.004 0.006 0.001 0.004
  (0.207) (0.296) (0.063) (0.176)
income (in logarithm) 0.031*** 0.029*** 0.032*** 0.030***
  (5.870) (5.452) (6.114) (5.724)
PERGDP (in logarithm) 0.071** 0.079**
  (2.152) (2.316)
population density 0.001 -0.006
  (0.098) (-0.539)
Log pseudo likelihood -35596 -23569 -23566 -35056 -23046 -23043
Wald chi2 957.236 724.186 729.414 985.838 744.010 749.154
N 32,101 21,315 21,315 31,671 20,901 20,901