MHS506 Biostatistics

Description

Using the provided dataset from SLP 1, calculate the appropriate descriptive statistics for the following variables, comparing diabetes with no diabetes status: gender, race, salary, education, height, weight, BMI, allergies, family history diabetes, family history allergies. For chi-square tests, report the chi-square value and the p-value (if p-value < 0.05, then the test is significant). For t-tests, report the t-test value and the p-value. Include a 2- to 3-page description of the descriptive statistics, including tables of the summarized data. This is similar to a "Results" section in a published manuscript or journal article. Use the following online calculators to obtain the results for this analysis. Chi-Square for Categorical Data: http://www.vassarstats.net/ Choose "Frequency Data" from the far left, then "Chi-Square, Cramer's V, and Lambda" from the middle of the page. Enter in the number of people in each category (e.g., number of women who have diabetes, number of men with diabetes, etc.). Example of a table below: Diabetes No Diabetes Female 86 214 Male 36 264 Choose a 2 x 2 table and where A1 = 86, A2 = 36; B1 = 214; B2 = 264. Report the percent of people in each category and the chi-square and p-value. A possible sentence to interpret the results could be: There are significantly more women (64%) who have diabetes than men (36%). T-Tests for Continuous Data: http://www.vassarstats.net/ Choose "T-Tests & Procedure" from the far left, then "Two-Sample t-Test", then click "Independent Samples" under Setup. Copy and Paste the values for those with diabetes into Sample A and those without diabetes into Sample B, then click Calculate. For instance, copy and paste all of the ages of those with diabetes into Sample A and all of the ages of those without diabetes into Sample B. From the Data Summary window, report the Mean of those with Diabetes (Sample A) and those without Diabetes (Sample B); also report the "t" from the Results box, as well as the two-tailed p-value. A "p" that is <0.05 suggests that the result is statistically significant. One way to report such a finding would be to use the following language: The average age of those with diabetes is __ years and for those without diabetes, the average is __ years. Those with diabetes were significantly older/younger (p<0.05). Length: SLP Assignment should be 2 pages in length. References: Two references from academic sources must be included (e.g., peer-reviewed journal articles). You may use any required readings from this module for your two references. Quoted material should not exceed 10% of the total paper (since the focus of these assignments is critical thinking). Use your own words and build on the ideas of others. When material is copied verbatim from external sources, it MUST be enclosed in quotes. The references should be cited within the text and listed at the end of the assignment in the References section (APA formatting recommended). Organization: Subheadings should be used to organize your paper according to each question. Format: APA References Gardener, M. (2017). Choosing the right statistical analysis. Retrieved from http://www.dataanalytics.org.uk/Data%20Analysis/St... McDonald, J. H. (2014). Student’s t-test for one sample. In Handbook of biological statistics (3rd ed.). Sparky House Publishing, Baltimore, Maryland. Accessed at http://www.biostathandbook.com/onesamplettest.html McDonald, J. H. (2014). Student’s t-test for two samples. In Handbook of biological statistics (3rd ed.).Sparky House Publishing, Baltimore, Maryland. Accessed at http://www.biostathandbook.com/twosamplettest.html McDonald, J. H. (2014).Independence. In Handbook of biological statistics (3rd ed.). Sparky House Publishing, Baltimore, Maryland. Accessed at http://www.biostathandbook.com/independence.html McDonald, J. H. (2014). Paired t-test. In Handbook of biological statistics (3rd ed.). Sparky House Publishing, Baltimore, Maryland. Accessed at http://www.biostathandbook.com/pairedttest.html McDonald, J. H. (2014). Chi-square test of independence. In Handbook of biological statistics (3rd ed.). Sparky House Publishing: Baltimore, Maryland. Accessed at http://www.biostathandbook.com/chiind.html Nayak, B. K., & Hazra, A. (2011). How to choose the right statistical test? Indian Journal of Ophthalmology, 59(2), 85-86. Retrieved from Trident University Library. StatTrek. (2016). Hypothesis test for a mean. Retrieved from http://stattrek.com/hypothesis-test/mean.aspx?Tuto... StatTrek. (2016)Hypothesis test: Difference between means. Retrieved from http://stattrek.com/hypothesis-test/difference-in-... StatTrek. (2016). Paired sample t-test. Retrieved from http://stattrek.com/hypothesis-test/paired-means.a...


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ID
gender
1160 male
1240 male
1115 female
1147 female
1148 female
1241 male
1116 female
1001 female
1266 male
1149 female
1002 female
1161 male
1003 female
1117 female
1246 male
1150 female
1267 male
1162 male
1004 female
1163 male
1005 female
1155 female
1145 female
1122 female
1247 male
1164 male
1006 female
1268 male
1166 male
1007 female
1156 female
1167 male
1012 female
1123 female
1300 male
1248 male
1168 male
1013 female
1157 female
1146 female
1269 male
1169 male
1014 female
1124 female
1170 male
1015 female
race
white
hispanic
african american
other
other
hispanic
african american
white
african american
other
white
white
white
african american
hispanic
other
african american
white
white
white
white
other
native american
african american
hispanic
white
white
african american
white
white
other
white
white
african american
other
hispanic
white
white
other
native american
african american
white
white
african american
white
white
age salary
education
18 $10.456 high school
18 $11.234 high school
18 $11.500 high school
18 $11.526 high school
23 $13.871 high school
21 $14.690 high school
22 $14.734 high school
18 $15.000 high school
18 $15.456 high school
27 $16.216 college
19 $16.234 high school
19 $16.690 high school
20 $17.924 high school
25 $17.968 high school
23 $18.146 high school
32 $18.561 college
22 $18.912 high school
20 $19.158 high school
20 $19.158 high school
21 $20.392 high school
21 $20.392 high school
37 $20.906 masters
58 $21.134 professional
29 $21.202 college
26 $21.602 college
21 $21.626 high school
22 $21.626 college
25 $22.368 high school
22 $22.860 high school
23 $22.860 college
42 $23.251 masters
23 $24.094 high school
24 $24.094 college
32 $24.436 college
65 $24.872 professional
28 $25.058 college
24 $25.328 high school
24 $25.328 college
46 $25.596 masters
81 $25.701 professional
29 $25.824 high school
25 $26.562 college
25 $26.562 college
36 $27.670 college
26 $27.796 college
26 $27.796 college
height
weight
65
69
64
63
64
70
65
60
65
65
61
66
62
66
65
66
66
67
63
68
64
60
61
60
66
69
65
67
65
66
61
66
60
61
69
67
67
61
62
62
68
68
62
62
69
63
BMI
145
172
132
120
132
174
145
110
145
145
114
151
118
151
145
151
151
161
120
167
132
110
114
110
151
172
145
161
145
151
114
151
110
114
172
161
161
114
118
118
167
167
118
118
172
120
diabetes
24,1 no
25,4 no
22,7 no
21,3 no
22,7 no
25 no
24,1 no
21,5 no
24,1 no
24,1 no
21,5 no
24,4 no
21,6 no
24,4 no
24,1 no
24,4 no
24,4 no
25,2 no
21,3 no
25,4 no
22,7 no
21,5 no
21,5 no
21,5 no
24,4 no
25,4 no
24,1 no
25,2 no
24,1 no
24,4 no
21,5 no
24,4 no
21,5 no
21,5 no
25,4 no
25,2 no
25,2 no
21,5 no
21,6 no
21,6 no
25,4 no
25,4 no
21,6 no
21,6 no
25,4 no
21,3 no
1089 female
1158 female
1249 male
1171 male
1016 female
1270 male
1176 male
1017 female
1159 female
1125 female
1090 female
1018 female
1177 male
1250 male
1023 female
1178 male
1271 male
1024 female
1179 male
1126 female
1091 female
1025 female
1180 male
1251 male
1276 male
1026 female
1181 male
1127 female
1027 female
1186 male
1092 female
1256 male
1028 female
1187 male
1277 male
1029 female
1188 male
1128 female
1034 female
1189 male
1286 male
1093 female
1257 male
1035 female
1190 male
1278 male
1036 female
hispanic
other
hispanic
white
white
african american
white
white
other
african american
hispanic
white
white
hispanic
white
white
african american
white
white
african american
hispanic
white
white
hispanic
african american
white
white
african american
white
white
hispanic
hispanic
white
white
african american
white
white
african american
white
white
asian american
hispanic
hispanic
white
white
african american
white
18
51
31
27
27
33
28
28
56
40
21
28
28
33
29
29
37
30
30
43
23
31
31
36
40
32
32
47
32
33
26
38
33
34
44
34
35
50
35
35
18
28
41
36
36
48
36
$27.836 high school
$27.941 professional
$28.514 college
$29.030 college
$29.030 college
$29.280 high school
$30.264 college
$30.264 college
$30.286 professional
$30.904 masters
$31.292 high school
$31.498 college
$31.498 college
$31.970 college
$32.732 college
$32.732 college
$32.736 college
$33.966 college
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$34.138 masters
$34.748 college
$35.200 college
$35.200 college
$35.426 college
$36.192 college
$36.434 college
$36.434 college
$37.372 masters
$37.668 college
$37.668 college
$38.204 college
$38.882 masters
$38.902 masters
$38.902 college
$39.648 college
$40.136 masters
$40.136 college
$40.606 professional
$41.370 masters
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$41.543 high school
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$42.604 masters
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$43.104 college
$43.838 masters
60
63
68
70
64
69
65
65
64
63
61
66
66
69
60
67
70
61
68
64
62
62
69
70
65
63
70
65
64
65
63
65
65
66
66
66
67
66
60
68
65
64
66
61
69
67
62
110
120
167
174
132
172
145
145
132
120
114
151
151
172
110
161
174
114
167
132
118
118
172
174
145
120
174
145
132
145
120
145
145
151
151
151
161
151
110
167
145
132
151
114
172
161
118
21,5 no
21,3 no
25,4 no
25 no
22,7 no
25,4 no
24,1 no
24,1 no
22,7 no
21,3 no
21,5 no
24,4 no
24,4 no
25,4 no
21,5 no
25,2 no
25 no
21,5 no
25,4 no
22,7 no
21,6 no
21,6 no
25,4 no
25 no
24,1 no
21,3 no
25 no
24,1 no
22,7 no
24,1 no
21,3 no
24,1 no
24,1 no
24,4 no
24,4 no
24,4 no
25,2 no
24,4 no
21,5 no
25,4 no
24,1 no
22,7 no
24,4 no
21,5 no
25,4 no
25,2 no
21,6 no
1191 male
1037 female
1196 male
1094 female
1299 male
1258 male
1287 male
1038 female
1197 male
1279 male
1296 male
1039 female
1198 male
1095 female
1040 female
1199 male
1259 male
1045 female
1200 male
1280 male
1288 male
1046 female
1201 male
1100 female
1047 female
1206 male
1144 female
1260 male
1281 male
1048 female
1207 male
1049 female
1208 male
1289 male
1101 female
1261 male
1050 female
1209 male
1051 female
1210 male
1056 female
1211 male
1102 female
1133 female
1290 male
1057 female
1216 male
white
white
white
hispanic
other
hispanic
asian american
white
white
african american
native american
white
white
hispanic
white
white
hispanic
white
white
african american
asian american
white
white
hispanic
white
white
native american
hispanic
african american
white
white
white
white
asian american
hispanic
hispanic
white
white
white
white
white
white
hispanic
asian american
asian american
white
white
37
37
38
31
42
43
23
38
39
51
56
39
40
33
40
41
46
40
41
55
27
41
42
36
42
43
18
48
59
43
44
44
45
32
38
51
44
46
45
47
46
48
41
18
36
47
48
$43.838 college
$45.072 masters
$45.072 college
$45.116 college
$45.726 college
$45.794 masters
$46.110 masters
$46.306 masters
$46.306 college
$46.560 masters
$46.837 masters
$47.540 masters
$47.540 college
$48.572 college
$48.774 masters
$48.774 college
$49.250 masters
$50.008 masters
$50.008 college
$50.016 masters
$50.677 masters
$51.242 masters
$51.242 college
$52.028 college
$52.476 masters
$52.476 masters
$52.706 masters
$52.706 masters
$53.472 masters
$53.710 masters
$53.710 masters
$54.944 masters
$54.944 masters
$55.244 college
$55.484 masters
$56.162 professional
$56.178 masters
$56.178 masters
$57.412 masters
$57.412 masters
$58.646 professional
$58.646 masters
$58.940 masters
$59.121 college
$59.811 college
$59.880 professional
$59.880 masters
70
63
65
65
68
67
66
64
66
68
65
65
67
66
66
68
68
60
69
69
67
61
70
60
62
65
60
69
70
63
66
64
67
68
61
70
65
68
66
69
60
70
62
60
69
61
65
174
120
145
145
167
161
151
132
151
167
145
145
161
151
151
167
167
110
172
172
161
114
174
110
118
145
110
172
174
120
151
132
161
167
114
174
145
167
151
172
110
174
118
110
172
114
145
25 no
21,3 no
24,1 no
24,1 no
25,4 no
25,2 no
24,4 no
22,7 no
24,4 no
25,4 no
24,1 no
24,1 no
25,2 no
24,4 no
24,4 no
25,4 no
25,4 no
21,5 no
25,4 no
25,4 no
25,2 no
21,5 no
25 no
21,5 no
21,6 no
24,1 no
21,5 no
25,4 no
25 no
21,3 no
24,4 no
22,7 no
25,2 no
25,4 no
21,5 no
25 no
24,1 no
25,4 no
24,4 no
25,4 no
21,5 no
25 no
21,6 no
21,5 no
25,4 no
21,5 no
24,1 no
1058 female
1217 male
1134 female
1059 female
1218 male
1103 female
1060 female
1219 male
1135 female
1291 male
1061 female
1220 male
1104 female
1062 female
1221 male
1136 female
1067 female
1226 male
1137 female
1068 female
1227 male
1105 female
1069 female
1228 male
1138 female
1070 female
1229 male
1071 female
1230 male
1297 male
1106 female
1139 female
1072 female
1231 male
1073 female
1236 male
1078 female
1237 male
1111 female
1079 female
1238 male
1080 female
1239 male
1298 male
1081 female
1112 female
1082 female
white
white
asian american
white
white
hispanic
white
white
asian american
asian american
white
white
hispanic
white
white
asian american
white
white
asian american
white
white
hispanic
white
white
asian american
white
white
white
white
native american
hispanic
asian american
white
white
white
white
white
white
hispanic
white
white
white
white
other
white
hispanic
white
48
49
24
48
50
43
49
51
30
41
50
52
46
51
53
37
52
54
43
52
55
48
53
55
49
54
56
55
57
81
51
55
56
58
56
59
57
60
53
58
61
59
61
20
60
56
60
$61.114 professional
$61.114 masters
$61.466 masters
$62.348 professional
$62.348 masters
$62.396 masters
$63.582 professional
$63.582 masters
$63.811 masters
$64.378 professional
$64.816 professional
$64.816 masters
$65.852 masters
$66.050 professional
$66.050 masters
$66.156 masters
$67.284 professional
$67.284 masters
$68.501 masters
$68.518 professional
$68.518 masters
$69.308 masters
$69.752 professional
$69.752 masters
$70.846 masters
$70.986 professional
$70.986 masters
$72.220 professional
$72.220 masters
$72.567 professional
$72.764 masters
$73.191 professional
$73.454 professional
$73.454 masters
$74.688 professional
$74.688 professional
$75.922 professional
$75.922 professional
$76.220 professional
$77.156 professional
$77.156 professional
$78.390 professional
$78.390 professional
$78.429 high school
$79.624 professional
$79.676 professional
$80.858 professional
62
66
61
63
67
63
64
68
62
70
65
69
64
66
70
63
60
65
64
61
66
65
62
67
65
63
68
64
69
66
66
66
65
70
66
65
60
66
60
61
67
62
68
67
63
61
64
118
151
114
120
161
120
132
167
118
174
145
172
132
151
174
120
110
145
132
114
151
145
118
161
145
120
167
132
172
151
151
151
145
174
151
145
110
151
110
114
161
118
167
161
120
114
132
21,6 no
24,4 no
21,5 no
21,3 no
25,2 no
21,3 no
22,7 no
25,4 no
21,6 no
25 no
24,1 no
25,4 no
22,7 no
24,4 no
25 no
21,3 no
21,5 no
24,1 no
22,7 no
21,5 no
24,4 no
24,1 no
21,6 no
25,2 no
24,1 no
21,3 no
25,4 no
22,7 no
25,4 no
24,4 no
24,4 no
24,4 no
24,1 no
25 no
24,4 no
24,1 no
21,5 no
24,4 no
21,5 no
21,5 no
25,2 no
21,6 no
25,4 no
25,2 no
21,3 no
21,5 no
22,7 no
1083 female
1113 female
1084 female
1114 female
1085 female
1142 female
1294 male
1265 male
1285 male
1086 female
1130 female
1272 male
1143 female
1087 female
1131 female
1292 male
1132 female
1273 male
1088 female
1140 female
1293 male
1274 male
1096 female
1141 female
1295 male
1275 male
1097 female
1282 male
1098 female
1151 female
1283 male
1099 female
1152 female
1284 male
1153 female
1107 female
1154 female
1108 female
1118 female
1109 female
1119 female
1110 female
1120 female
1121 female
1129 female
1242 male
1243 male
white
hispanic
white
hispanic
hispanic
native american
native american
african american
asian american
hispanic
asian american
african american
native american
hispanic
asian american
asian american
asian american
african american
hispanic
asian american
asian american
african american
hispanic
asian american
native american
african american
hispanic
african american
hispanic
other
african american
hispanic
other
african american
other
hispanic
other
hispanic
african american
hispanic
african american
hispanic
african american
african american
african american
hispanic
hispanic
61
58
62
61
63
18
29
62
45
66
61
66
27
68
68
50
74
70
71
80
54
74
73
86
47
77
76
81
78
60
85
81
65
88
70
83
74
86
54
88
58
91
61
65
68
53
56
$82.092 professional
$83.132 professional
$83.326 professional
$86.588 professional
$10.123 high school
$12.000 high school
$12.425 high school
$12.784 high school
$13.567 high school
$13.579 high school
$15.000 high school
$16.240 college
$16.567 college
$17.035 high school
$17.345 high school
$18.134 professional
$19.690 college
$19.696 college
$20.491 high school
$22.035 professional
$22.701 professional
$23.152 college
$23.947 college
$24.380 professional
$25.983 college
$26.608 college
$27.403 college
$30.064 professional
$30.859 college
$32.631 college
$33.520 professional
$34.315 college
$34.976 college
$36.976 professional
$37.321 college
$37.771 masters
$39.666 masters
$41.227 masters
$43.840 high school
$44.683 professional
$47.074 college
$48.139 professional
$50.308 college
$53.542 college
$56.776 professional
$59.618 high school
$63.074 high school
65
62
66
63
67
69
73
74
74
68
68
71
70
69
69
71
70
72
70
67
72
73
67
68
74
74
68
71
69
67
72
70
68
73
69
67
70
68
67
69
68
70
69
70
67
71
72
145
118
151
120
161
172
224
235
235
167
167
182
174
172
172
182
174
195
174
161
195
224
161
167
235
235
167
182
172
161
195
174
167
224
172
161
174
167
161
172
167
174
172
174
161
182
195
24,1 no
21,6 no
24,4 no
21,3 no
25,2 yes
25,4 yes
29,6 yes
30,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
25 yes
25,4 yes
25,4 yes
25,4 yes
25 yes
26,5 yes
25 yes
25,2 yes
26,5 yes
29,6 yes
25,2 yes
25,4 yes
30,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
25,2 yes
26,5 yes
25 yes
25,4 yes
29,6 yes
25,4 yes
25,2 yes
25 yes
25,4 yes
25,2 yes
25,4 yes
25,4 yes
25 yes
25,4 yes
25 yes
25,2 yes
25,4 yes
26,5 yes
1244 male
1245 male
1252 male
1253 male
1165 male
1254 male
1172 male
1173 male
1174 male
1255 male
1008 female
1175 male
1009 female
1182 male
1010 female
1183 male
1262 male
1011 female
1184 male
1019 female
1185 male
1263 male
1020 female
1192 male
1021 female
1193 male
1022 female
1194 male
1264 male
1030 female
1195 male
1031 female
1202 male
1032 female
1203 male
1033 female
1204 male
1041 female
1205 male
1042 female
1212 male
1043 female
1213 male
1044 female
1214 male
1052 female
1215 male
hispanic
hispanic
hispanic
hispanic
white
hispanic
white
white
white
hispanic
white
white
white
white
white
white
hispanic
white
white
white
white
hispanic
white
white
white
white
white
white
hispanic
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
58 $66.530 high school
61 $69.986 high school
63 $73.442 college
66 $76.898 college
62 $79.624 high school
68 $80.354 college
63 $80.858 college
64 $82.092 college
65 $83.326 college
71 $83.810 college
63 $84.560 college
66 $84.560 college
64 $85.794 college
67 $85.794 college
64 $87.028 college
68 $87.028 college
73 $87.266 professional
65 $88.262 college
68 $88.262 college
66 $89.496 college
69 $89.496 college
76 $90.722 professional
67 $90.730 college
70 $90.730 college
68 $91.964 college
71 $91.964 college
68 $93.198 college
72 $93.198 college
78 $94.178 professional
69 $94.432 masters
73 $94.432 college
70 $95.666 masters
74 $95.666 college
71 $96.900 masters
75 $96.900 masters
72 $98.134 masters
75 $98.134 masters
72 $99.368 masters
76 $99.368 masters
73 $100.602 masters
77 $100.602 masters
74 $101.836 masters
78 $101.836 masters
75 $103.070 masters
79 $103.070 masters
76 $104.304 masters
80 $104.304 masters
73
74
71
72
70
73
71
72
73
74
67
74
68
71
69
72
71
70
73
67
74
72
68
71
69
72
70
73
73
67
74
68
71
69
72
70
73
67
74
68
71
69
72
70
73
67
74
224
235
182
195
174
224
182
195
224
235
161
235
167
182
172
195
182
174
224
161
235
195
167
182
172
195
174
224
224
161
235
167
182
172
195
174
224
161
235
167
182
172
195
174
224
161
235
29,6 yes
30,2 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
25,4 yes
26,5 yes
29,6 yes
30,2 yes
25,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25,4 yes
25 yes
29,6 yes
25,2 yes
30,2 yes
26,5 yes
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
29,6 yes
25,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
25,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
25,2 yes
30,2 yes
1053 female
1222 male
1054 female
1223 male
1055 female
1224 male
1063 female
1225 male
1064 female
1232 male
1065 female
1233 male
1066 female
1234 male
1074 female
1235 male
1075 female
1076 female
1077 female
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
white
76 $105.538 masters
81 $105.538 masters
77 $106.772 professional
82 $106.772 masters
78 $108.006 professional
82 $108.006 masters
79 $109.240 professional
83 $109.240 masters
80 $110.474 professional
84 $110.474 masters
80 $111.708 professional
85 $111.708 masters
81 $112.942 professional
86 $112.942 masters
82 $114.176 professional
87 $114.176 professional
83 $115.410 professional
84 $116.644 professional
84 $117.878 professional
68
71
69
72
70
73
67
74
68
71
69
72
70
73
67
74
68
69
70
167
182
172
195
174
224
161
235
167
182
172
195
174
224
161
235
167
172
174
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
25,2 yes
30,2 yes
25,4 yes
25,4 yes
25,4 yes
26,5 yes
25 yes
29,6 yes
25,2 yes
30,2 yes
25,4 yes
25,4 yes
25 yes
allergies
yes
yes
yes
yes
no
yes
yes
yes
no
yes
yes
no
no
no
yes
no
yes
no
yes
yes
yes
yes
yes
no
no
yes
no
yes
no
no
yes
yes
yes
yes
no
no
yes
yes
no
yes
yes
yes
no
yes
no
yes
family hx diabetes
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
no
no
no
yes
yes
yes
yes
yes
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
family hx allergies
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
To feel depressed during the winter
5
4
1
2
3
4
2
3
5
2
4
3
2
3
5
2
3
1
3
5
4
2
2
2
5
3
1
2
2
4
2
4
3
3
4
5
2
1
3
4
2
2
4
3
4
3
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
no
no
yes
yes
yes
no
yes
yes
no
no
yes
no
yes
yes
no
no
yes
yes
yes
no
no
yes
yes
yes
no
no
yes
no
no
yes
yes
no
yes
yes
yes
yes
yes
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
yes
no
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
5
3
5
2
1
3
3
4
2
3
4
4
3
4
1
2
3
3
4
1
2
4
3
5
1
2
1
4
4
5
2
4
3
2
2
1
2
2
3
4
4
3
4
4
2
4
1
no
no
yes
yes
yes
no
no
no
yes
no
no
yes
yes
yes
yes
no
yes
no
yes
no
no
no
yes
yes
yes
no
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
no
yes
no
no
yes
no
yes
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
3
4
3
5
5
2
1
5
1
3
1
2
4
3
2
3
2
5
1
1
4
2
4
2
3
2
4
1
4
3
4
3
4
3
2
1
5
1
3
4
2
3
3
4
2
5
3
yes
no
no
yes
yes
yes
no
yes
no
no
no
no
yes
yes
no
yes
no
yes
no
no
yes
yes
yes
yes
no
yes
no
yes
yes
no
yes
yes
no
no
yes
no
yes
yes
no
yes
yes
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
no
yes
no
no
yes
yes
no
yes
no
no
yes
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
2
5
3
2
3
5
4
4
4
4
4
4
4
2
2
1
5
2
4
3
4
2
1
4
2
3
2
5
5
5
1
3
3
1
3
3
4
5
3
3
3
2
1
2
4
5
4
yes
no
yes
yes
yes
yes
no
yes
yes
no
yes
no
yes
no
yes
no
no
yes
yes
no
yes
no
yes
no
yes
yes
yes
no
yes
yes
yes
no
no
no
yes
yes
yes
yes
yes
no
yes
yes
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
yes
no
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
no
yes
no
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
2
4
2
3
1
2
3
3
4
5
2
4
4
2
1
3
2
2
3
4
5
2
4
4
4
4
3
3
3
4
2
1
2
4
2
4
1
1
3
5
4
2
2
3
4
1
5
yes
yes
yes
no
no
yes
no
yes
yes
yes
yes
no
no
yes
no
yes
yes
yes
yes
yes
no
no
yes
no
no
yes
no
yes
yes
yes
yes
yes
no
no
no
no
yes
yes
yes
yes
no
yes
no
no
yes
no
yes
no
no
yes
yes
no
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
2
5
3
3
4
3
2
3
5
3
2
3
5
3
3
5
2
1
3
4
2
1
4
4
2
4
2
2
2
4
2
4
4
1
4
3
2
5
2
3
5
1
3
3
1
5
4
yes
yes
yes
no
yes
no
yes
yes
no
yes
no
yes
yes
yes
yes
no
no
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
3
4
1
2
3
2
4
5
4
4
2
3
2
2
5
1
3
1
3
To exercise during the summer
To overeat when stressed out
2
3
4
5
3
4
2
4
1
4
1
2
3
2
5
1
3
4
4
5
4
4
3
2
2
3
1
4
2
4
2
4
4
2
2
3
5
4
4
5
4
3
1
3
3
4
3
2
3
2
3
1
5
1
3
5
4
5
4
1
1
3
5
1
2
2
3
1
3
2
2
4
4
4
1
2
3
2
3
4
2
3
4
5
1
1
3
4
3
1
1
2
4
2
4
5
4
4
5
4
2
4
4
2
1
5
3
4
2
5
4
4
4
5
4
1
2
3
2
4
3
4
2
3
4
4
3
5
4
5
3
2
4
1
4
2
4
5
5
1
5
1
3
4
2
4
1
2
1
2
2
1
1
3
4
4
5
4
4
4
3
2
5
4
1
2
1
5
4
4
5
3
2
1
1
2
2
3
4
1
1
4
4
3
2
2
4
5
2
3
3
4
4
4
2
5
3
1
5
5
3
5
3
4
3
3
3
4
4
4
1
5
2
1
2
5
3
4
1
2
5
4
2
4
2
4
5
3
4
4
5
5
3
2
3
4
2
2
5
4
4
3
3
1
1
2
2
2
5
4
3
1
5
1
4
3
3
2
1
1
4
3
4
2
3
2
1
5
3
1
5
3
3
4
2
4
4
4
2
4
2
5
3
2
4
2
4
1
2
4
4
3
1
3
5
5
2
4
3
4
4
3
4
2
1
5
4
3
4
4
4
4
1
2
5
2
5
4
4
4
4
1
5
5
3
5
5
3
3
1
5
1
3
1
4
4
4
2
3
2
4
1
1
1
3
3
2
5
2
2
1
5
4
2
4
5
2
3
3
3
2
3
2
4
4
5
1
4
1
3
3
3
1
5
4
4
4
3
1
2
4
3
4
5
2
4
1
5
4
4
4
3
2
4
2
5
3
3
2
2
5
5
1
4
3
3
4
5
1
5
5
2
3
4
1
4
4
5
4
4
3
1
3
2
2
2
3
1
4
5
4
1
1
4
2
1
3
1
2
3
2
5
3
4
1
2
5
2
1
4
3
4
3
2
3
3
4
4
1
2
2
2
5
3
2
1
2
4
2
4
4
2
2
4
4
4
4
3
4
2
1
4
3
4
4
5
5
5
2
2
3
2
1
4
3
4
4
5
5
4
3
3
1
1
3
3
5
5
5
4
3
4
1
2
4
1
3
5
2
2
4
4
1
2
3
1
2
1
4
3
3
4
5
1
3
4
4
1
4
3
3
5
1
2
1
3
2
5
3
1
5
2
1
2
2
5
2
1
4
2
4
3
2
4
4
5
4
3
4
2
4
3
2
4
2
5
5
4
4
4
2
3
5
1
1
3
2
4
3
4
4
3
5
1
4
4
1
4
3
1

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