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Discussion Paper Series Racial Harassment, Ethnic Concentration ...

Discussion Paper Series Racial Harassment, Ethnic Concentration ...

Table 8:

Table 8: Harassment and Precaution: Joint ModelHarassment Precaution Harassment Precaution Harassment Precaution Harassment PrecautionVariable Coeff S.e. Coeff S.e. Coeff S.e. Coeff S.e. Coeff S.e. Coeff S.e. Coeff S.e. Coeff S.e.Local% Black/Asian -5.636 1.051 -1.432 0.473 -8.193 2.846 -1.051 1.393 -8.577 4.347 -1.987 1.927 -8.265 4.677 -2.875 2.146(% Black/Asian) 2 . . . . 7.005 6.633 -0.831 2.941 6.010 10.640 -0.035 4.376 4.425 10.981 1.779 4.732∆ % Immigrant . . . . . . . . 0.277 4.102 1.157 1.596 -0.760 4.404 1.196 1.708% Prejudiced . . . . . . . . . . . . -0.063 1.845 1.171 0.854London 0.495 0.184 0.329 0.089 0.546 0.199 0.314 0.098 0.693 0.265 0.375 0.135 0.723 0.375 0.335 0.174% Unemployed 3.851 1.623 1.638 0.749 4.043 1.688 1.550 0.794 4.579 2.722 2.334 1.052 4.657 2.977 2.207 1.172% With degree 0.375 1.888 0.008 1.103 0.628 1.969 -0.032 1.150 -0.637 2.761 -0.611 1.481 -0.843 2.945 -0.630 1.564% Sharing facs 9.815 4.645 0.826 2.290 9.334 4.716 0.937 2.371 8.065 7.387 0.585 3.036 9.080 7.417 0.927 3.072% No cent heating -1.489 0.777 -0.211 0.349 -1.336 0.775 -0.257 0.374 -0.838 1.133 -0.075 0.484 -1.246 1.159 0.091 0.513PersonalMale 0.569 0.162 -0.050 0.079 0.555 0.165 -0.051 0.079 0.534 0.215 -0.059 0.097 0.513 0.232 -0.067 0.099Age 4.040 3.620 2.342 1.578 3.744 3.632 2.294 1.571 3.123 4.187 0.864 1.801 3.323 4.444 0.837 1.857Age 2 -6.115 4.160 -2.861 1.838 -5.809 4.184 -2.799 1.828 -4.219 4.895 -0.960 2.082 -4.789 5.248 -0.953 2.169Has children 0.054 0.212 0.017 0.092 0.054 0.212 0.013 0.093 -0.025 0.264 0.084 0.110 -0.180 0.282 0.063 0.116No of children 0.595 0.563 0.666 0.237 0.589 0.557 0.663 0.237 1.458 0.707 0.793 0.271 1.537 0.747 0.805 0.277Degree 0.579 0.233 0.012 0.095 0.535 0.232 0.012 0.095 0.655 0.301 -0.024 0.104 0.599 0.317 0.001 0.110Voc training 0.324 0.211 -0.070 0.097 0.302 0.208 -0.071 0.096 0.245 0.258 -0.195 0.126 0.389 0.271 -0.117 0.135A Level 0.546 0.178 0.136 0.084 0.510 0.176 0.134 0.084 0.542 0.221 0.216 0.095 0.578 0.230 0.257 0.100Unemployed -0.190 0.205 0.030 0.100 -0.201 0.206 0.029 0.101 -0.330 0.236 -0.070 0.117 -0.307 0.247 -0.014 0.125Student -0.067 0.294 -0.106 0.136 -0.037 0.294 -0.103 0.138 -0.114 0.352 -0.096 0.177 0.009 0.366 -0.053 0.180Out of lab force -0.222 0.182 0.122 0.091 -0.246 0.191 0.120 0.094 -0.139 0.233 0.074 0.106 -0.114 0.249 1.126 0.124Foreign born -0.671 0.217 -0.074 0.100 -0.657 0.218 -0.071 0.100 -0.852 0.253 -0.033 0.115 -0.704 0.257 0.001 0.122Caribbean 0.680 0.336 -0.288 0.165 0.707 0.338 -0.288 0.167 1.070 0.404 -0.415 0.171 1.159 0.439 -0.468 0.179Indian 0.521 0.340 0.112 0.140 0.545 0.342 0.104 0.141 1.122 0.410 0.119 0.150 1.258 0.476 0.098 0.166Afro Asian 1.257 0.331 0.265 0.144 1.261 0.334 0.255 0.145 1.895 0.439 0.268 0.160 2.055 0.491 0.272 0.174Pakistani 1.030 0.320 0.268 0.141 1.043 0.322 0.259 0.142 1.646 0.378 0.171 0.159 1.880 0.407 0.135 0.164Chinese 0.893 0.407 -0.042 0.173 0.864 0.421 -0.047 0.180 1.682 0.476 -0.210 0.194 2.050 0.526 -0.139 0.207Constant -4.874 0.841 -2.018 0.379 -4.745 0.842 -1.998 0.378 -5.480 1.073 -1.816 0.454 -5.526 1.271 -2.207 0.502ψ 2.436 0.131 . . 2.428 0.130 . . 13.446 1.991 . . 12.812 2.013 . .ζ 3.987 0.254 . . 1.383 0.064 . . 1.353 0.078 . . 1.367 0.087 . .δ2-δ1 . . -1.816 0.139 . . 0.163 0.023 . . 0.156 0.024 . . 0.154 0.024δ3-δ2 . . 0.211 0.025 . . 0.212 0.026 . . 0.225 0.031 . . -1.435 0.137δ4-δ3 . . 0.365 0.042 . . 0.365 0.043 . . -0.995 0.129 . . -1.021 0.134Mean log-likelihood -0.669 -0.669 -0.698 -0.706Number of cases 4930 4930 3651 3430Over-identification χ 2 1=1.44 P=0.231 χ 2 2=2.76 P=0.252 χ 2 3=6.46 P=0.09128

Table 9: Harassment and Precaution: Marginal EffectsHarassment Precaution Harassment Precaution Harassment Precaution Harassment PrecautionVariable Indep Joint Indep Joint Indep Joint Indep Joint Indep Joint Indep Joint Indep Joint Indep JointLocal% Black/Asian -0.396 -0.345 -0.339 -0.236 -0.774 -0.504 -0.301 -0.174 -0.834 -0.525 -0.451 -0.349 -0.779 -0.516 -0.495 -0.509(% Black/Asian) 2 . . . . 0.966 0.431 -0.101 -0.137 1.024 0.368 -0.024 -0.006 0.762 0.276 0.086 0.315∆ % Immigrant . . . . . . . . 0.044 0.017 0.312 0.203 -0.055 -0.047 0.294 0.212% Prejudiced . . . . . . . . . . . . -0.266 -0.004 -0.064 0.208London 0.042 0.030 0.055 0.054 0.052 0.034 0.054 0.052 0.074 0.042 0.073 0.066 0.105 0.045 0.077 0.059% Unemployed 0.282 0.236 0.385 0.270 0.320 0.249 0.389 0.256 0.313 0.280 0.439 0.409 0.365 0.291 0.430 0.391% With degree 0.035 0.023 0.116 0.001 0.045 0.039 0.124 -0.005 -0.070 -0.039 -0.008 -0.107 -0.056 -0.053 0.028 -0.112% Sharing facs 0.469 0.601 -0.228 0.136 0.480 0.575 -0.224 0.155 0.353 0.494 0.051 0.103 0.241 0.567 0.034 0.164% No cent heating -0.113 -0.091 -0.034 -0.035 -0.085 -0.082 -0.037 -0.042 0.007 -0.051 0.013 -0.013 -0.008 -0.078 0.038 0.016PersonalMale 0.047 0.035 -0.005 -0.008 0.046 0.034 -0.005 -0.008 0.043 0.033 -0.013 -0.010 0.034 0.032 -0.014 -0.012Age 0.327 0.247 0.315 0.387 0.343 0.230 0.327 0.379 0.494 0.191 0.290 0.152 0.502 0.208 0.351 0.148Age 2 -0.458 -0.375 -0.418 -0.472 -0.473 -0.358 -0.431 -0.463 -0.527 -0.258 -0.308 -0.168 -0.549 -0.299 -0.365 -0.169Has children 0.012 0.003 -0.004 0.003 0.013 0.003 -0.004 0.002 0.006 -0.002 0.005 0.015 -0.003 -0.011 0.007 0.011No of children -0.002 0.036 0.080 0.110 -0.007 0.036 0.081 0.110 0.060 0.089 0.096 0.139 0.067 0.096 0.090 0.143Degree 0.052 0.035 0.007 0.002 0.052 0.033 0.007 0.002 0.075 0.040 0.002 -0.004 0.072 0.037 0.009 0.000Voc training 0.028 0.020 -0.012 -0.011 0.029 0.019 -0.011 -0.012 0.040 0.015 -0.023 -0.034 0.039 0.024 -0.016 -0.021A Level 0.038 0.033 0.038 0.022 0.037 0.031 0.039 0.022 0.042 0.033 0.054 0.038 0.050 0.036 0.062 0.045Unemployed -0.026 -0.012 0.029 0.005 -0.024 -0.012 0.029 0.005 -0.023 -0.020 0.025 -0.012 -0.014 -0.019 0.033 -0.002Student 0.012 -0.004 -0.022 -0.017 0.014 -0.002 -0.023 -0.017 0.024 -0.007 -0.012 -0.017 0.035 0.001 -0.011 -0.009Out of lab force -0.024 -0.014 0.033 0.020 -0.024 -0.015 0.033 0.020 -0.014 -0.008 0.025 0.013 -0.015 -0.007 0.029 0.021Foreign born -0.059 -0.041 0.015 -0.012 -0.059 -0.040 0.015 -0.012 -0.080 -0.052 0.010 -0.006 -0.078 -0.044 0.010 0.000Caribbean 0.063 0.042 -0.079 -0.047 0.062 0.044 -0.079 -0.048 0.100 0.066 -0.098 -0.073 0.107 0.072 -0.107 -0.083Indian 0.031 0.032 0.008 0.019 0.031 0.034 0.009 0.017 0.070 0.069 0.019 0.021 0.084 0.079 0.014 0.017Afro Asian 0.077 0.077 0.039 0.044 0.077 0.078 0.039 0.042 0.121 0.116 0.047 0.047 0.137 0.128 0.043 0.048Pakistani 0.065 0.063 0.015 0.044 0.066 0.064 0.015 0.043 0.110 0.101 0.018 0.030 0.133 0.117 0.005 0.024Chinese 0.071 0.055 -0.040 -0.007 0.068 0.053 -0.040 -0.008 0.128 0.103 -0.063 -0.037 0.148 0.128 -0.061 -0.025Goodman-Kruskal γ 0.908 0.908 0.914 0.91129

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