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Table 6 Set of logit regressions

From: Public perception of ecosystem and social services produced by Sardinia extensive dairy sheep farming systems

Independent variables Dependent variables
FERTILIZERS BIODIVERSITY HABITATS FIRE INSECTS
Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value
Residence  − 0.372 0.296 0.208  − 0.618 0.297 0.037**  − 0.779 0.286 0.007***  − 0.518 0.286 0.070*  − 0.077 0.285 0.786
Gender  − 0.216 0.187 0.248  − 0.136 0.184 0.459  − 0.344 0.173 0.047**  − 0.284 0.178 0.111  − 0.234 0.177 0.186
Past_Prof_Experience  − 0.042 0.213 0.844 0.227 0.210 0.279  − 0.100 0.199 0.614 0.061 0.205 0.767 0.488 0.203 0.016**
Education  − 0.172 0.117 0.143 0.269 0.115 0.019** 0.176 0.108 0.104 0.133 0.112 0.234 0.095 0.112 0.392
Sheepbreader  − 0.065 0.325 0.842 0.125 0.314 0.692 0.566 0.299 0.058* 0.447 0.307 0.145 0.404 0.305 0.185
Farmer  − 0.376 0.728 0.605 138,122 0.833 0.097* 0.234 0.595 0.694 0.239 0.657 0.716 0.820 0.668 0.220
Past_Fam_Experience  − 0.019 0.208 0.926 0.241 0.202 0.233  − 0.091 0.192 0.636 0.159 0.197 0.420  − 0.247 0.196 0.208
Age  − 0.086 0.075 0.254  − 0.012 0.074 0.868 0.017 0.069 0.805 0.079 0.071 0.265 0.053 0.071 0.450
Subject_Knowledge 0.135 0.078 0.083* 0.198 0.077 0.010*** 0.191 0.071 0.007*** 0.346 0.075  < 0.0001*** 0.340 0.076  < 0.0001***
Frequency  − 0.052 0.117 0.656  − 0.080 0.113 0.482  − 0.112 0.107 0.297  − 0.088 0.107 0.409  − 0.238 0.110 0.030**
cut1  − 272,266 0.670  < 0.0001***  − 222,477 0.676 0.001***  − 121,074 0.628 0.054*  − 0.389 0.631 0.538 0.163 0.630 0.796
cut2 0.433 0.655 0.509 116,932 0.656 0.075* 106,312 0.628 0.091* 211,045 0.638 0.001*** 277,621 0.645  < 0.0001***
Log-Likehood ratio test: Chi-square (10) 104,962    112,456    963,421    119,658    127,404   
Independent variables Dependent variables
GHG CARBON EROSION INVASIVE WATER
Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value
Residence  − 0.387 0.292 0.185  − 0.764 0.285 0.007***  − 0.680 0.283 0.016**  − 0.111 0.284 0.696  − 0.694 0.333 0.037**
Gender  − 0.125 0.181 0.487  − 0.121 0.174 0.488 0.029 0.175 0.870  − 0.526 0.180 0.004*** 0.014 0.188 0.942
Past_Prof_Experience 0.289 0.209 0.168 0.354 0.197 0.073*  − 0.061 0.200 0.762  − 0.122 0.205 0.554 0.205 0.222 0.355
Education 0.300 0.113 0.008*** 0.057 0.108 0.595 0.098 0.110 0.371  − 0.217 0.113 0.055* 0.064 0.117 0.581
Sheepbreader 0.245 0.304 0.421 0.452 0.287 0.115  − 0.335 0.296 0.258 116,924 0.309 0.000***  − 0.246 0.323 0.447
Farmer 114,495 0.699 0.101 119,250 0.643 0.064* 0.624 0.648 0.335 154,040 0.731 0.035** 0.487 0.839 0.562
Past_Fam_Experience  − 0.039 0.201 0.845 0.302 0.193 0.117  − 0.057 0.196 0.772 0.214 0.200 0.284  − 0.036 0.210 0.863
Age 0.049 0.072 0.500  − 0.014 0.069 0.840  − 0.068 0.070 0.329  − 0.051 0.072 0.478  − 0.008 0.076 0.912
Subject_Knowledge 0.258 0.076 0.001*** 0.190 0.073 0.009*** 0.204 0.074 0.006*** 0.160 0.075 0.033** 0.249 0.078 0.002***
Frequency 0.081 0.111 0.469 0.044 0.106 0.681  − 0.049 0.108 0.648 0.086 0.109 0.429  − 0.135 0.119 0.256
cut1 106,535 0.648 0.100 0.106 0.617 0.863  − 162,389 0.626 0.010***  − 0.877 0.642 0.172  − 213,660 0.689 0.002***
cut2 388,574 0.674  < 0.0001*** 229,846 0.627 0.000*** 0.844 0.624 0.176 203,629 0.649 0.002***  − 0.238 0.678 0.726
Log-Likehood ratio test: Chi-square (10) 123,929    112,665    92,231    143,348    833,572   
Independent variables Dependent variables
CULTURE ENV_EDUCATION ARTS RECREATION LANDSCAPE
Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value
Residence  − 0.451 0.273 0.098*  − 0.451 0.273 0.098*  − 0.528 0.283 0.062*  − 0.732 0.278 0.009***  − 0.649 0.298 0.029**
Gender  − 0.177 0.173 0.306  − 0.177 0.173 0.306  − 0.318 0.172 0.065*  − 0.319 0.173 0.065*  − 0.246 0.179 0.170
Past_Prof_Experience 0.217 0.198 0.274 0.217 0.198 0.274  − 0.164 0.200 0.412  − 0.127 0.199 0.523 0.176 0.206 0.395
Education  − 0.003 0.108 0.975  − 0.003 0.108 0.975 0.049 0.109 0.654  − 0.090 0.109 0.408 0.150 0.112 0.180
Sheepbreader  − 0.106 0.303 0.726  − 0.106 0.303 0.726  − 0.320 0.291 0.271 0.045 0.296 0.879 0.242 0.311 0.436
Farmer 0.148 0.659 0.822 0.148 0.659 0.822  − 0.405 0.616 0.510 0.558 0.643 0.386 0.247 0.671 0.713
Past_Fam_Experience 0.307 0.191 0.108 0.307 0.191 0.108 0.261 0.190 0.170 0.154 0.191 0.420 0.239 0.198 0.228
Age 0.073 0.069 0.288 0.073 0.069 0.288 0.202 0.069 0.004*** 0.150 0.069 0.030**  − 0.008 0.072 0.915
Subject_Knowledge 0.189 0.071 0.008*** 0.189 0.071 0.008*** 0.244 0.072 0.001*** 0.260 0.073 0.000*** 0.212 0.075 0.005***
Frequency  − 0.157 0.105 0.136  − 0.157 0.105 0.136  − 0.091 0.105 0.384  − 0.095 0.104 0.362  − 0.185 0.112 0.099*
cut1  − 119,579 0.616 0.052*  − 119,579 0.616 0.052*  − 0.314 0.619 0.612  − 0.533 0.625 0.393  − 191,884 0.653 0.003***
cut2 100,348 0.615 0.103 100,348 0.615 0.103 181,040 0.625 0.004*** 180,158 0.631 0.004*** 0.208 0.646 0.747
Log-Likehood ratio test: Chi-square (10) 916,621    916,621    951,135    102,057    952,683   
Independent variables Dependent variables
HERITAGE TERRITORY LOC_EMPLOYMENT IMM_EMPLOYMENT SOCIAL
Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value Coeff S.E p value
Residence  − 0.577 0.285 0.043**  − 0.746 0.290 0.010**  − 0.623 0.283 0.028**  − 0.471 0.284 0.098*  − 0.485 0.288 0.092*
Gender  − 0.066 0.176 0.708 0.033 0.173 0.849 0.194 0.174 0.264 0.133 0.173 0.439  − 0.041 0.175 0.814
Past_Prof_Experience  − 0.027 0.204 0.896 0.377 0.200 0.059* 0.338 0.200 0.091* 0.127 0.200 0.524 0.166 0.202 0.411
Education  − 0.241 0.111 0.030** 0.080 0.108 0.457 0.234 0.110 0.033** 0.234 0.109 0.032**  − 0.012 0.108 0.913
Sheepbreader 0.006 0.300 0.985  − 0.203 0.292 0.488  − 0.130 0.299 0.665  − 0.187 0.292 0.523  − 0.655 0.297 0.027**
Farmer  − 0.333 0.694 0.632  − 0.348 0.663 0.600  − 0.536 0.706 0.448  − 112,476 0.719 0.118  − 0.329 0.636 0.605
Past_Fam_Experience 0.305 0.195 0.118 0.021 0.190 0.912 0.026 0.192 0.893  − 0.082 0.192 0.668 0.308 0.194 0.112
Age 0.086 0.071 0.225 0.244 0.070 0.001*** 0.105 0.069 0.131 0.087 0.069 0.202 0.010 0.069 0.887
Subject_Knowledge 0.163 0.073 0.026** 0.370 0.072  < 0.0001*** 0.252 0.072 0.000*** 0.285 0.073  < 0.0001*** 0.120 0.072 0.095*
Frequency  − 0.254 0.107 0.018**  − 0.166 0.105 0.114  − 0.184 0.109 0.091*  − 0.145 0.108 0.178  − 0.130 0.107 0.224
cut1  − 249,716 0.638  < 0.0001*** 0.606 0.614 0.323  − 0.122 0.610 0.842 0.534 0.617 0.386  − 113,554 0.610 0.063*
cut2 0.041 0.627 0.947 234,727 0.623 0.000*** 209,925 0.619 0.001*** 269,764 0.629  < 0.0001*** 127,706 0.611 0.037**
Log-Likehood ratio test: Chi-square (10) 102,492    119,053    112,369    101,822    906,501   
  1. Significant values are highlighted in bold