Skip to main content

Table 3 Multiprobit Marginal Effects for 2000 and 2006

From: Analysis of changes in the association of income and the utilization of curative health services in Mexico between 2000 and 2006

Multiprobit Marginal Effects
  2000^ 2006
  Ministry of Health Social security Private services No healthcare Ministry of Health Social security Private services No healthcare
Individual variables         
Sex 0.021993 *** -0.00579   0.005341   -0.02154 ** 0.007413   0.003258   0.02763 *** -0.0383 ***
(Female = 1) [3.33]   [-1.22]   [0.89]   [-2.86]   [1.12]   [0.7]   [3.98]   [-4.84]  
Age                 
   1 to 4 years -0.01756 *** -0.00808 ** -0.01778 *** 0.043427 *** -0.0078 ** -0.00978 ** -0.02756 *** 0.045135 ***
  [-5.03]   [-2.94]   [-5.31]   [10.11]   [-1.99]   [-3.06]   [-6.53]   [8.68]  
   5 to 20 years -0.00346 *** -0.00126 ** -0.0031 *** 0.007823 *** -0.00431 *** -0.00073   -0.00765 *** 0.012682 ***
  [-4.34]   [-2.11]   [-4.15]   [8.63]   [5.21]   [-1.13]   [-8.58]   [12.68]  
   21 to 59 years -0.00076 ** 7.35E-05   0.000874 ** -0.00019   7.58E-05   0.001495 *** 0.000197   -0.00177 ***
  [-2.27]   [0.32]   [2.94]   [-0.5]   [0.22]   [6.55]   [0.56]   [-4.53]  
   > 59 years -0.00073   0.000297   0.000486   -5.6E-05   -0.00076   0.000277   0.001509 ** -0.00102  
  [-0.92]   [0.55]   [0.72]   [-0.06]   [-1.06]   [0.6]   [1.99]   [1.18]  
Social Security -0.14608 *** 0.369284 *** -0.09722 *** -0.12599 *** -0.1746 *** 0.403158 *** -0.13506 *** -0.0935 ***
(with SS = 1) [-24.77]   [62.83]   [-18.47]   [-17.62]   [-29.78]   [54.51]   [-21.71]   [-11.58]  
Popular Security          0.232767 *** -0.03784 *** -0.13503 *** -0.0599 ***
(with SP = 1)          [24.11]   [-4.91]   [-17.2]   [-5.8]  
Employment -0.0262 *** -0.01054 * -0.00755   0.044295 *** -0.05699 *** -0.02419 *** 0.027226 ** 0.053955 ***
(employed = 1) [-3.12]   [-1.84]   [-1.01]   [4.65]   [-7.16]   [-4.58]   [3]   [5.41]  
Type of problem                 
   Chronic vs. Acute 0.137335 *** 0.085518 *** 0.052153 *** -0.27501 *** 0.099514 *** 0.090829 *** 0.050009 *** -0.24035 ***
  [9.14]   [7.53]   [4.18]   [-22.55]   [8.91]   [10.3]   [4.69]   [-24.47]  
   Leisure vs. Acute 0.090074 *** 0.06075 *** -0.01717   -0.13365 *** 0.108452 *** 0.071653 *** -0.0404 ** -0.13971 ***
  [5.06]   [4.35]   [-1.2]   [-8.1]   [6.01]   [5.2]   [-2.67]   [-8.59]  
   Other vs. Acute 0.054003 *** 0.054833 *** 0.058673 *** -0.16751 *** 0.031918 *** 0.057372 *** 0.045135 *** -0.13442 ***
  [6.78]   [8.83]   [8]   [-21.35]   [3.49]   [7.69]   [4.74]   [-13.91]  
Severity                 
   two vs. one 0.029152   0.041013 ** 0.015706   -0.08587 *** 0.052433 ** 0.014185   0.026005   -0.09262 ***
  [1.49]   [2.84]   [0.9]   [-4.22]   [2.18]   [0.91]   [1.09]   [-3.8]  
   three vs. one 0.051851 ** 0.05129 *** 0.040761 ** -0.1439 *** 0.065949 ** 0.041302 ** 0.100401 *** -0.20765 ***
  [2.52]   [3.25]   [2.22]   [-7.15]   [2.61]   [2.42]   [3.97]   [-8.97]  
   four vs. one 0.10071 *** 0.094324 *** 0.098684 *** -0.29372 *** 0.097298 *** 0.061064 ** 0.164989 *** -0.32335 ***
  [4.34]   [4.82]   [4.57]   [-17.04]   [3.41]   [3]   [5.73]   [-17]  
   five vs. one 0.16614 *** 0.084353 ** 0.063805 ** -0.3143 *** 0.106793 ** 0.099929 ** 0.152847 *** -0.35957 ***
  [4.52]   [2.76]   [2.03]   [-14.86]   [2.79]   [3.14]   [3.98]   [-21.73]  
Household variables         
Household expenditure -0.07734 *** 0.014047 *** 0.153799 *** -0.09051 *** -0.08206 *** -0.00486   0.125839 *** -0.03892 ***
log(expenditure) [-13.39]   [3.27]   [29.07]   [-13.76]   [-12.19]   [-1.09]   [18.61]   [-5.02]  
Head of family sex 0.013066 * -0.01124 ** -0.01952 ** 0.017693 ** 0.004096   -0.00965 * -0.02778 *** 0.03334 ***
(female = 1) [1.79]   [-2.19]   [-3.07]   [2.15]   [0.53]   [-1.8]   [-3.47]   [3.57]  
Education (head of family in years) -0.01124 ** 0.007633 ** 0.038844 *** -0.03524 *** -0.01164 ** 0.002842   0.032566 *** -0.02376 ***
  [-2.42]   [2.2]   [8.79]   [-6.63]   [-2.28]   [0.76]   [5.81]   [-3.82]  
Indigenous language (= 1) 0.102686 *** -0.02229 ** -0.02726 ** -0.05314 *** 0.01464   -0.01136   0.014471   0.012891  
  [8.53]   [-2.55]   [-2.47]   [-4.17]   [1.26]   [-1.24]   [-1.22]   [0.89]  
Family size -0.00293   0.000613   0.018561 *** -0.01625 *** -0.01102 *** -0.00027   0.01392 *** -0.00318  
  [-1.63]   [0.45]   [10.89]   [-7.79]   [-5.97]   [-0.2]   [7.44]   [-1.44]  
Community variables          
Locality                 
   Urban vs. rural -0.0772 *** 0.048644 *** 0.032454 *** -0.0039   -0.05342 *** 0.022684 ** 0.04903 *** -0.0183  
  [-10.89]   [6.63]   [4.02]   [-0.42]   [-6.67]   [2.71]   [4.45]   [-1.59]  
   Metropolitan vs. rural -0.11434 *** 0.034634 *** 0.034297 *** 0.045408 *** -0.11878 *** 0.024422 ** 0.070309 *** 0.024048 *
  [-11.51]   [4.53]   [3.55]   [3.88]   [-12.91]   [3.02]   [6.23]   [1.95]  
Marginalization                 
   Low vs. High -0.01771 ** 0.017216 ** -0.00721   0.007711   0.001694   0.038192 *** 0.024392 * -0.06428 ***
  [-2.08]   [2.8]   [-0.88]   [0.79]   [0.16]   [4.2]   [1.89]   [-4.54]  
   Medium vs. High -0.03394 *** -0.01502 * 0.039555 *** 0.009403   0.005668   0.01598   0.051781 *** -0.07343 ***
  [-4.26]   [-2.21]   [4.35]   [0.92]   [0.49]   [1.23]   [3.33]   -4.89  
  1. ***: P < 0.001, **: P < 0.05, *: P < 0.1
  2. []: corresponding z estimate
  3. ^Marginal effects of 2000 calculated at 2006 means