Preceived Risk (class data)
APES Period 3
Group 10
Group 11
Group 12
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
AGE under 26
AIDS 4.6 5 6.9 9.5 8.5 4 5.4 6.9 8.6 5.9 6 9.1
alcohol use 6 7 5.3 6 3.5 5.9 5.7 5.1 5.3 6 6 5.6
born male 6 1 2.8 1.5 1 1 3.9 2.6 1.6 2.3 3 3.5
severely overweight (35%) 7.6 6 6.5 7.2 6 3.1 4.6 7.3 6.8 5.1 7 7.3
slightly overweight (15%) 6.2 3 4.9 4.2 4 1.6 3.1 3.8 4.4 2.2 4 5.1
driving an automobile 4.5 6 4.4 4.2 5.5 1.4 4.3 6.3 4.1 6.4 5 5.6
drowning 3.6 2 4.5 10 4.3 1.2 6.4 8.4 6.5 2.6 3 7.4
drug abuse 5.5 6 5.9 8.8 7.3 4.4 8.6 8.4 7.9 7.6 7 7.3
flying commerical airlines 3.2 2 2.1 2 7.8 1.1 3.1 4.8 4.1 2.9 3 3.6
living in poverty 8.8 8 4.4 6.3 4.8 6.2 5.7 6.5 4.2 6.5 5 4.8
lifetime near a nuclear power plant 2.8 3 2.6 5.3 9.3 1.2 4.4 6.2 5.3 3.9 4 4.8
unmarried all your life 6.8 1 2.1 1.8 1.3 1.3 2.4 3.6 5.5 2.1 3 6
living with a smoker 5.6 4 6.3 6.5 5.5 6.9 7.4 6.5 6.3 5.5 6 6.5
medical X-rays 1.8 1 3.2 2.3 6 1 1.4 3 3.4 4.4 3 3.8
natural disaster (tornado, etc.) 3.5 3 5 9.3 4.5 2.3 4.7 6.7 5.2 4.7 4 8
natural radiation 1.6 2 2.4 3.8 4.5 2.1 1.9 4.1 3.2 2.8 4 6.5
all air pollution 4.3 4 5.6 5.5 5.3 2.8 3.4 3.8 5.7 7.3 5 5.4
pesticide residue on food 2.8 4 4.6 3.5 5.5 2.5 3.1 3.7 4.4 3.5 5 6.3
structural fires 2.5 3 4.8 9.7 7.5 1.3 4.9 6.3 5.8 4.7 4 6.9
tobacco use 8.3 5 6.6 7.8 8.8 9.3 8.3 6.7 5.7 8.9 6 8.5
toxic waste 4.5 2 6.3 7.8 6.5 5.3 5.4 5.8 6.4 3.3 5 8.9
using oral contrceptives. 2 1 2.8 2.8 7.5 3.5 1.6 4.1 2.2 1.2 3 5.1
Group 13
Group 14 Actual
Risk
average SD Z score % Difference
5.9 6.5 6.6 1.967232 1.844507 3
6 6.6 5.7 0.947365 1.808249 4
2.3 2.4 2.5 1.685807 -3.85928 9
5.1 7.2 6.2 1.449808 -0.55377 7
2.2 6.3 3.9 1.293681 -1.60395 6
6.4 5.5 5.0 1.431588 -0.01996 5
2.6 2.8 4.7 2.883333 0.922791 2
7.6 6.9 7.1 1.576212 1.958402 4
2.9 3 3.3 2.025531 1.114346 1
6.5 5.9 6.0 1.559647 -2.58227 10
3.9 5.6 4.5 2.419768 1.425756 1
2.1 4.3 3.1 2.039608 -1.42534 6
5.5 6.8 6.1 0.98418 1.112601 5
4.4 3 3.0 1.581139 0.618903 2
4.7 6.1 5.1 2.098478 1.96343 1
2.8 4.2 3.3 1.076001 1.185607 2
7.3 7.6 5.2 1.070566 1.133112 4
3.5 6.3 4.2 0.949269 2.310049 2
4.7 4.5 5.0 2.612204 1.164862 2
8.9 6.9 7.6 1.463254 -0.30675 8
3.3 5.6 5.4 1.624124 2.115426 2
1.2 3.3 3.0 1.915797 1.017853 1
4.8
Preceived Risk (class data)
Group 10
Group 11
Group 12
Group 13
APES Period 3
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
AGE over 26
AIDS 5.2 6 9.5 6.8 5.3 5.4 4.3 7.6 5.2 6 7.4 5.2
alcohol use 3.2 6 4.7 5.3 6.5 7 7.4 4.7 7.5 6 7.6 7.5
born male 2.2 1 1.3 2.5 3.3 1.8 3.3 3.1 3.9 3 3.5 3.9
severely overweight (35%) 6.5 6 7.8 5.3 3.3 5.8 7 7.3 6.6 8 9.2 6.6
slightly overweight (15%) 3.6 2 5.5 2.3 2.7 2.4 4.5 4.7 5.2 4 8.5 5.2
driving an automobile 5.8 6 5.3 7 2 3.6 3.8 5.2 6.5 5 6.3 6.5
drowning 3.2 2 7.5 3.5 1.6 4.2 3.9 4.3 2.1 4 4.5 2.1
drug abuse 5.3 7 10 6.3 5.3 6.9 8.1 6.8 6.8 7 8.6 6.8
flying commerical airlines 1.2 2 3.5 8.5 2.1 2.4 5.2 2.5 1.6 3 6.7 1.6
living in poverty 5 9 7 6 5.5 6.6 7.3 3.8 5.3 6 3.1 5.3
lifetime near a nuclear power plant 1.6 3 3.8 7.8 1.8 2.4 4.6 3.7 2.9 6 5.3 2.9
unmarried all your life 2.2 1 5 1.5 2.5 2.2 5.8 3.8 2.9 3 1.2 2.9
living with a smoker 4.5 3 7.5 8 7.2 6.6 7.3 7.5 5.2 6 9.1 5.2
medical X-rays 2.5 2 4 5.8 1.8 1.8 4.4 4.1 1.8 3 3.6 1.8
natural disaster (tornado, etc.) 3 4 4.7 3.8 2.9 6.2 4.8 5.2 2.3 4 7.1 2.3
natural radiation 1.5 2 5.7 5.8 2.1 3.4 4.4 3.6 3.3 4 4.6 3.3
all air pollution 3.5 4 5.5 3.8 3.6 4.6 4.9 4.5 5.3 5 6.7 5.3
pesticide residue on food 2.6 5 5.5 4.5 2.4 3.4 4.8 4 4.8 6 3.5 4.8
structural fires 3 4 6.2 7.3 2.6 5.4 3.9 4.2 2.8 4 2.4 2.8
tobacco use 5.2 6 7.7 9.8 9 8.6 7 6.8 7.2 7 8.9 7.2
toxic waste 1.3 3 5.7 7.8 3.8 3.6 6.5 6.1 5.3 6 4.6 5.3
using oral contrceptives. 1.2 1 2.3 8 3 2.2 3.8 5.5 3.6 3 3.7 3.6
Group 14
Actual
Risk
average SD Z score % Difference
8.1 5.9 1.475374 1.935732 3
7.3 5.8 1.395912 1.265583 4
2.1 2.5 0.89672 -7.25796 9
8 6.2 1.407886 -0.53779 7
4 3.9 1.308148 -1.60532 6
5.3 4.9 1.601729 -0.07804 5
5.5 3.5 1.798213 0.810328 2
7.7 6.6 1.536171 1.700285 4
2.3 3.0 2.377123 0.860374 1
6 5.4 1.582719 -2.89285 10
6.5 3.7 1.990289 1.374531 1
2.5 2.6 1.70126 -1.99432 6
6.8 6.0 1.757433 0.566289 5
3.2 2.8 1.484203 0.566297 2
6 4.0 1.122179 2.692466 1
3.8 3.4 1.653514 0.843788 2
5 4.4 0.696932 0.587575 4
5.5 4.1 1.134838 1.812719 2
4.8 3.8 1.606015 1.127458 2
8.3 7.1 1.561535 -0.60687 8
5.9 4.6 2.147257 1.228045 2
2.1 3.1 2.364469 0.875551 1
4.4
Preceived Risk (class data)
APES Period 3
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
Males 26+ average
AIDS 6.8 9.3 4.8 4.5 7.5 9.3 7.0
alcohol use 5.5 6 6 4.5 6.8 6.0 5.8
born male 5.2 1.7 3.4 3 2.4 1.7 2.9
severely overweight (35%) 7 6.7 8.6 7.5 7.7 6.7 7.4
slightly overweight (15%) 4.8 4 4.5 6 4.2 4.0 4.6
driving an automobile 3.7 3 4.3 4 5.8 3.0 4.0
drowning 5.4 10 2.3 3 5.4 10.0 6.0
drug abuse 7.2 9 6.5 8.5 7.2 9.0 7.9
flying commerical airlines 3.1 1.7 2.4 2.5 2.5 1.7 2.3
living in poverty 4.9 5 6.5 5 5.8 5.0 5.4
lifetime near a nuclear power plant 4.7 5.3 5.4 3 5.6 5.3 4.9
unmarried all your life 4.3 2 3.3 2 2.8 2.0 2.7
living with a smoker 6.4 4.3 7 5 6.1 4.3 5.5
medical X-rays 2.7 2.3 3.1 3 3.2 2.3 2.8
natural disaster (tornado, etc.) 5.7 9 2.4 3 5 9.0 5.7
natural radiation 3.5 3.3 3.4 5 3.8 3.3 3.7
all air pollution 5.3 5 4 9 4.1 5.0 5.4
pesticide residue on food 4.7 5 5.8 8 4.6 5.0 5.5
structural fires 5.9 9.7 3.3 3.5 5 9.7 6.2
tobacco use 6.8 8 7.5 6.5 8.3 8.0 7.5
toxic waste 4.6 8.3 5.1 7 4.8 8.3 6.4
using oral contrceptives. 4.2 3.7 2.5 3 2.1 3.7 3.2
5.1
Actual
Risk
SD Z score % difference
2.101908 1.92127 3
0.761577 2.363516 4
1.323084 -4.61422 9
0.736761 0.490887 7
0.760044 -1.86393 6
1.040513 -0.9931 5
3.328914 1.2066 2
1.069579 3.646293 4
0.545176 2.405952 1
0.647045 -7.16076 10
0.973045 3.996047 1
0.937372 -3.48492 6
1.138076 0.458376 5
0.391429 1.971409 2
2.844234 1.646606 1
0.65178 2.641486 2
1.840652 0.7606 4
1.287504 2.731383 2
2.8816 1.450005 2
0.725029 -0.66664 8
1.741996 2.500006 2
0.801343 2.739153 1
Preceived Risk (class data)
APES Period 3
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
Females 26+ average
AIDS 7.5 9.7 7.3 7.5 9.6 9.7 8.5
alcohol use 6.1 6 6 8.5 8.6 6 6.9
born male 3.3 1.3 2.6 5.5 1 1.3 2.5
severely overweight (35%) 6.9 7.7 7.4 8 8.6 7.7 7.7
slightly overweight (15%) 4.5 4.3 3.5 3 3.3 4.3 3.8
driving an automobile 6 5.3 5.8 4 3.3 5.3 5.0
drowning 5.7 10 5.8 4 5.6 10 6.9
drug abuse 7.3 8.7 7.5 8.5 9 8.7 8.3
flying commerical airlines 2.5 2.3 3.6 2 1.6 2.3 2.4
living in poverty 5.5 7.7 5.5 6 6.3 7.7 6.4
lifetime near a nuclear power plant 4.5 5.3 6.6 5 9 5.3 6.0
unmarried all your life 3 1.7 2.8 3 1.3 1.7 2.2
living with a smoker 5.1 8.7 5 7.5 9 8.7 7.3
medical X-rays 3.7 2.3 2.9 5.5 3 2.3 3.3
natural disaster (tornado, etc.) 4.9 9.7 5.6 5 9 9.7 7.3
natural radiation 3.6 4.3 4.6 2.5 3.6 4.3 3.8
all air pollution 4.8 6 6 7 8 6 6.3
pesticide residue on food 4.1 2 6.3 8 8 2 5.1
structural fires 4.5 9.7 4.8 5.5 4 9.7 6.4
tobacco use 6.5 7.7 6.5 7 8.3 7.7 7.3
toxic waste 4.8 7.3 6.9 7 9 7.3 7.1
using oral contrceptives. 3.8 2 3.5 3.5 2 2 2.8
5.6
Actual
Risk
SD Z score
1.220389 4.543632 3
1.304863 2.196911 4
1.715153 -3.78683 9
0.570979 1.246398 7
0.632152 -3.4459 6
1.069275 -0.04208 5
2.528043 1.91848 2
0.702009 6.094414 4
0.672917 2.063158 1
1.008043 -3.52664 10
1.645403 3.011421 1
0.770552 -4.87313 6
1.838047 1.266743 5
1.199173 1.074351 2
2.375125 2.657404 1
0.766562 2.376413 2
1.086278 2.117322 4
2.773926 1.105533 2
2.619698 1.66495 2
0.729943 -0.98866 8
1.343931 3.761354 2
0.883176 2.038099 1
Preceived Risk (class data)
APES Period 3
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
Males 26- average
AIDS 9 5.5 7.9 6.3 9 7.5
alcohol use 5.7 5.5 4.3 6.1 5.7 5.5
born male 1.7 2 1 2.6 1.7 1.8
severely overweight (35%) 8 6.1 7.1 7.4 8 7.3
slightly overweight (15%) 6.3 4.4 5.1 6.3 6.3 5.7
driving an automobile 6 4.8 4.7 5.1 6 5.3
drowning 5.3 2 3.9 3 5.3 3.9
drug abuse 10 5.9 7.9 7.9 10 8.3
flying commerical airlines 2.7 2.2 2.3 2.3 2.7 2.4
living in poverty 6 4.5 3.4 6.4 6 5.3
lifetime near a nuclear power plant 3 2.8 3 6.1 3 3.6
unmarried all your life 2.3 3.3 4.1 4.4 2.3 3.3
living with a smoker 7 6.4 5 7.3 7 6.5
medical X-rays 5 2.4 2 3.1 5 3.5
natural disaster (tornado, etc.) 4.3 3.6 6.4 5.4 4.3 4.8
natural radiation 6 2.2 3.3 4.6 6 4.4
all air pollution 5.7 5 5.3 7.3 5.7 5.8
pesticide residue on food 5.3 5.2 4.4 6.4 5.3 5.3
structural fires 5.3 4.2 5 5 5.3 5.0
tobacco use 8 5.4 8.1 7 8 7.3
toxic waste 4.7 4.9 5.4 6.1 4.7 5.2
using oral contrceptives. 3 1.6 1.3 3.1 3 2.4
5.0
Actual
Risk
SD Z score % difference
1.590352 2.853456 3
0.691245 2.115024 4
0.569886 -12.6552 9
0.786371 0.414562 7
0.887936 -0.35588 6
0.63476 0.516731 5
1.451268 1.313334 2
1.723984 2.512785 4
0.234457 6.107734 1
1.274865 -3.71334 10
1.429238 1.810756 1
0.982023 -2.75757 6
0.918814 1.673896 5
1.422083 1.060416 2
1.103073 3.4558 1
1.673165 1.442775 2
0.885534 2.023638 4
0.723305 4.606633 2
0.456377 6.499012 2
1.153256 -0.60698 8
0.619935 5.100531 2
0.882791 1.594941 1
Preceived Risk (class data)
APES Period 3
Group 1
Group 2
Group 3
Group 4
Group 5
Group 6
Group 7
Group 8
Group 9
Survey of preceived risk
Females 26- average
AIDS 10 7.3 7.6 6.8 10 8.3
alcohol use 3.7 7.3 7.4 7.2 3.7 5.9
born male 1 3.2 2.1 2.2 1 1.9
severely overweight (35%) 7.7 7.5 7.1 6.8 7.7 7.4
slightly overweight (15%) 4.7 3.8 4.1 6.2 4.7 4.7
driving an automobile 4.7 5.8 5.1 6 4.7 5.3
drowning 9.7 3.2 5.6 2.4 9.7 6.1
drug abuse 10 7.5 7.9 5.6 10 8.2
flying commerical airlines 4.3 3.8 3.7 4 4.3 4.0
living in poverty 8 4.7 6 5.2 8 6.4
lifetime near a nuclear power plant 4.7 4.8 5.4 5 4.7 4.9
unmarried all your life 7.7 2.5 3.4 4.2 7.7 5.1
living with a smoker 8 6.2 5.7 6.2 8 6.8
medical X-rays 3 3 3.6 2.8 3 3.1
natural disaster (tornado, etc.) 5 4.8 6.1 7 5 5.6
natural radiation 5.3 4.8 5.1 3.6 5.3 4.8
all air pollution 5.3 4.2 4.9 8 5.3 5.5
pesticide residue on food 5.7 4 4.4 6.2 5.7 5.2
structural fires 7 3.2 5.7 3.8 7 5.3
tobacco use 7.3 6.2 7.1 6.8 7.3 6.9
toxic waste 6.7 5.7 4.1 5 6.7 5.6
using oral contrceptives. 1.7 4 3.7 3.6 1.7 2.9
5.5
Actual
Risk
SD Z score % difference
1.542077 3.462863 3
1.981308 0.935746 4
0.927362 -7.65613 9
0.391254 0.904782 7
0.924759 -1.41226 6
0.617722 0.411188 5
3.466047 1.186943 2
1.858763 2.259567 4
0.285272 10.60743 1
1.549839 -2.33573 10
0.300799 13.01201 1
2.440529 -0.37123 6
1.096358 1.660042 5
0.303315 3.560655 2
0.944458 4.849345 1
0.717203 3.940308 2
1.445538 1.069498 4
0.942168 3.390055 2
1.77426 1.882475 2
0.467525 -2.25442 8
1.114576 3.260432 2
1.149687 1.682197 1