Data set 1

Glucose A : 85 89 116 115 110 139 103 126 99 97 145 117 109 88 92 122 103 138 180 133 106 159 146 71 105 103 101 88 150 73 100 146 105 84 44 141 99 109 95 146 139 129 79 0 62 95 112 113 74 83 101 110 106 100 107 80 123 81 142 144 92 71 93 151 125 81 85 126 96 144 83 89 76 78 97 99 111 107 132 120 118 84 96 125 100 93 129 105 128 106 108 154 102 57 106 147 90 136 114 153 99 109 88 151 102 114 100 148 120 110 111 87 79 75 85 143 87 119 0 73 141 111 123 85 105 113 138 108 99 103 111 96 81 147 179 125 119 142 100 87 101 197 117 79 122 74 104 91 91 146 122 165 124 111 106 129 90 86 111 114 193 191 95 142 96 128 102 108 122 71 106 100 104 114 108 129 133 136 155 96 108 78 161 151 126 112 77 150 120 137 80 106 113 112 99 115 129 112 157 179 105 118 87 106 95 165 117 130 95 0 122 95 126 139 116 99 92 137 61 90 90 88 158 103 147 99 101 81 118 84 105 122 98 87 93 107 105 109 90 125 119 100 100 131 116 127 96 82 137 72 123 101 102 112 143 143 97 83 119 94 102 115 94 135 99 89 80 139

Glucose B :148 183 137 78 197 125 168 189 166 100 118 107 115 196 119 143 125 147 158 102 90 111 171 180 103 176 187 133 114 109 100 126 131 137 136 134 122 163 95 171 155 160 146 124 162 113 88 117 105 173 122 170 108 156 188 152 163 131 104 102 134 179 129 130 194 181 128 109 139 159 135 158 107 109 148 196 162 184 140 112 151 109 85 112 177 158 162 142 134 171 181 179 164 139 119 184 92 113 155 141 123 138 146 101 106 146 161 108 119 107 128 128 146 100 167 144 115 161 128 124 155 109 182 194 112 124 152 122 102 180 115 152 178 0 165 125 129 196 189 146 124 133 173 140 156 116 105 144 166 158 131 193 95 136 168 115 197 172 138 173 144 129 151 184 181 95 141 189 108 117 180 104 134 175 148 120 105 158 145 135 125 195 0 180 84 163 145 130 132 129 100 128 90 186 187 125 198 121 118 197 151 124 143 176 111 132 188 173 150 183 181 174 168 138 112 119 114 104 97 147 167 179 136 155 80 199 167 145 115 145 111 195 156 121 162 125 144 158 129 142 169 125 168 115 164 93 129 187 173 97 149 130 120 174 102 120 140 147 187 162 136 181 154 128 123 190 170 126

Data set 2

Systolic A: 110 140 150 130 130 110 120 120 110 110 120 130 145 110 150 130 130 120 120 120 140 110 120 120 130 140 110 140 120 170 140 150 120 120 150 150 135 130 90 110 180 130 120 120 130 130 160 120 150 110 140 120 140 140 120 120 120 160 100 150 140 140 150 160 133 110 110 120 110 100 120 130 100 120 110 125 130 170 120 110 100 120 140 110 140 120 160 120 150 110 120 120 130 120 120 120 140 140 110 120 130 130 120 120 140 140 130 120 110 120 120 120 120 130 140 140 120 120 120 110 120 120 110 110 120 120 150 90 120 110 120 140 120 120 120 150 140 120 120 100 80 150 110 120 120 140 120 120 120 130 160 120 120 120 120 110 150 120 120 120 140 120 140 120 160 120 130 120 120 120 120 150 140 140 120 120 140 140 120 130 160 110 150 130 140 150 110 160 120 140 150 120 110 140 120 140 140 170 120 110 150 140 120 120 130 120 110 120 120 110 110 110 140 120 110 120 170 140 100 140 120 120 135 120 110 120 150 100 140 130 120 120 120 160 130 120 120 140 120 140 125 160 140 120 90 120 180 110 100 120 130 120 120 120 120 130 160 120 120 140 120 120 120 120 120 140 80 150 120 120 120 130 120 150 120 140 130 110 120 120 120 110 140 120 120 140 130 110 110 140 150 120 150 120 160 130 130 169 140 150 110 160 120 110 140 180 120 126 120 100 110 90 160 160 120 140 130 120 120 130 110 130 120 120 150 160 160 120 120 120 120 140 110 140 150 120 120 140 120 120 120 170 160 120 110 110 110 120 180 120 120 140 120 120 158 120 120 130 120 140 120 110 110 120 120 140 140 140 140 120 120 150 120 120 120 130 120 110 110 140 120 145 150 110 140 180 130 140 110 120 120 110 120 140 110 200 100 110 110 14 110 120 120 130 120 120 150 150 120 150 120 110 120 120 120 100 110 160 110 140 120 130 130 110 130 140 120 100 110 120 140 120 130 125 150 110 90 120 120 120 110 130 150 140 140 130 70 100 120 130 120 130 120 160 120 140 140 190 120 120 110 120 110 120 120 130 120 120 120 140 140 145 110 120 150 100 120 120 130 120 150 130 100 150 140 140 120 150 110 130 110 120 120 100 100 140 110 140 120 130 130 130 160 120 120 140 110 140 130 160 110 140 120 130 120 110 120 120 120 110 130 120 110 120 120 120 140 100 130 130 130 160 140 130 130 130 160 120 140 140 120 130 150 120 110 120 160 160 120 160 170 110 120 147 120 110 100 120 130 130 120 140 150 120 140 140 120 160 120 140 120 120 130 120 140 120 120 115 140 110 130 130 110 110 150 160 140 110 120 140 110 120 90 150 150 150 110 110 140 120 130 150 110 120 180 110 120 150 120 120 110 120 140 120 140 150 130 140 120 120 130 130 120 160 120 110 120 130 130 120 130 110 120 130 120 120 140 150 110 120 140 130 150 120 120 120 140 120 100 160 140 130 14 110 120 110 110 160 120 100 110 120 125 150 140 120 120 120 120 120 140 150 120 130 120 120 190 137 150 120 120 130 153 110 120 110 11 120 120 110 140 130 120 150 150 120 110 120 140 160 110 140 120 120 180 100 120 150 120 90 140 110 130 150 120 170 110 148 150 120 140 120 150 120 110 120 120 120 90 110 120 120 120 120 120 110 100 120 120 120 140 140 160 120 135 120 130 110 130 140 110 120 150 150 100 150 110 120 110 120 148 120 120 125 140 120 130 120 120 120 120 110 120 130 120 110 120 130 140 100 140 120 110 140 90 120 120 120 120 120 120 130 130 120 150 120 120 120 140 140 100 130 120 150 100 120 120 110 120 120 120 120 140 110 120 130 100 130 126 120 160 150 130 110 160 120 140 120 120 120 140 115 105 110 120 120 120 130 120 120 120 140 140 130 120 120 120 110 90 120 120 120 110 150 110 160 110 120 120 120 140 130 120 120 130 120 120 170 120 140 130 120 110 130 120 110 100 130 160 120 100 130 110 120 140 120 120 120 120 120 180 120 120 130 140 140 120 130 130 130 130 110 120 120 100 120 120 120 120 130 110 110 120 160 120 120 110 120 130 110 120 160 140 120 140 120 120 120 120 120 110 120 120 130 140 110 120 140 130 140 140 120 120 140 120 119 140 120 120 150 100 120 150 130 120 120 140 120 140 120 120 170 120 120 110 130 110 120 120 120 120 110 120 120 120 150 120 120 180 130 140 130 120 140 140 120 120 120 120 110 120 120 130 140 130 120 160 100 150 150

Systolic B 140 130 150 120 130 160 90 120 130 110 140 130 140 110 120 150 130 100 140 110 150 120 110 120 180 120 150 120 120 150 120 120 140 145 110 110 100 145 110 120 140 140 100 150 120 140 140 130 120 110 120 120 80 110 120 140 120 170 140 130 120 120 160 130 120 130 130 110 120 140 120 90 120 106 130 120 130 120 120 150 120 150 120 120 120 110 100 130 100 120 120 150 130 130 130 140 110 120 120 140 120 110 120 120 130 120 150 134 140 110 120 140 130 110 140 135 130 150 120 110 120 150 130 150 140 110 110 160 150 110 110 140 120 140 130 110 110 160 120 140 120 200 160 110 120 120 120 160 110 120 130 110 110 110 130 110 120 110 150 120 100 200 130 120 130 115 130 130 130 140 120 120 140 140 120 120 160 130 160 130 120 110 140 140 180 120 100 110 130 130 110 130 140 160 130 140 130 100 180 120 180 140 140 120 150 140 120 140 120 120 110 120 120 130 120 120 120 140 130 200 120 140 110 130 130 120 150 100 150 130 120 140 120 120 130 190 180 150 150 130 130 110 120 150 120 120 120 130 120 140 130 120 130 190 120 120 110 120 120 140 140 160 120 110 120 140 130 120 90 140 150 120 155 130 120 130 120 140 120 110 130 120 100 120 110 140 130 120 100 120 120 120 120 120 130 190 120 140 120 130 130 140 120 130 170 160 130 160 110 120 110 110 160 140 150 130 120 130 150 150 160 150 190 120 160 120 110 120 140 150 150 110 120 110 130 150 140 140 140 120 110 130 100 120 130 140 150 120 120 120 120 110 140 100 150 140 120 120 140 120 130 150 140 110 160 140 140 110 120 140 140 110 140 130 120 100 140 100 150 120 110 140 160 120 120 120 110 120 130 120 110 120 130 110 120 110 140 120 140 120 160 180 120 100 120 140 140 110 140 130 140 140 130 120 140 110 130 160 115 120 110 130 180 120 160 130 120 125 112 110 140 110 120 140 110 145 120 140 140 120 130 120 110 140 140 140 140 170 120 120 120 140 120 130 130 120 120 120 140 150 120 120 150 140 140 120 130 140 130 120 120 120 100 160 160 140 140 140 100 125 130 120 120 115 90 140 130 120 120 140 118 150 120 120 170 140 140 100 120 120 110 130 120 110 130 140 120 110 110 120 120 120 180 120 120 120 140 120 120 120 70 130 120 180 140 120 120 110 160 110 120 150 160 130 140 120 130 110 130 140 120 120 140 140 120 120 128 120 140 120 120 150 90 155 130 130 120 140 140 130 120 120 110 120 120 160 160 130 120 120 140 120 150 120 140 120 125 120 140 120 140 110 130 130 130 140 90 160 120 120 140 140 163 120 170 100 130 120 140 120 120 150 140 110 120 130 130 160 150 120 160 140 160 120 120 140 110 140 150 120 130 120 120 110 200 120 117 100 110 120 100 120 120 120 140 100 140 140 130 140 140 120 120 130 110 100 130 160 130 120 150 110 120 120 140 130 140 150 110 100 120 150 120 110 130 140 180 90 140 130 120 120 120 120 127 90 100 110 120 120 110 110 140 120 120 140 120 120 127 160 140 120 130 135 120 150 150 130 120 130 120 160 100 150 120 130 120 120 120 130 130 140 120 110 120 140 125 130 130 130 140 120 160 110 150 130 170 120 140 140 135 120 112 140 120 130 140 130 100 120 180 130 120 120 110 140 120 160 120 140 150 140 120 120 140 120 180 120 160 140 110 150 140 140 120 110 170 180 160 140 130 120 140 120 160 140 130 100 140 150 120 160 130 140 120 130 150 140 120 130 110 120 120 140 140 150 135 110 140 140 150 120 135 120 145 110 140 110 125 110 110 120 150 120 160 140 120 120 120 140 120 100 110 110 120 130 120 120 120 120 140 120 140 120 160 180 120 150 120 130 150 150 140 140 120 120 150 120 110 115 120 120 120 165 120 120 100 140 120 100 140 130 100 100 110 120 170 100 150 120 160 120 130 140 120 100 130 140 160 130 140 160 120 130 140 140 120 120 160 140 110 110 140 150 120 130 130 100 130 160 140 120 130 135 120 130 140 140 120 140 120 145 120 120 140 130 140 120 140 120 140 120 120 130 120 150 140 145 130 100 120 120 120 120 120 130 130 100

160 120 110 150 140 110 110 120 140 130 140 120 120 130 130 120 150 120 100 140 130 150 120 110 140 120 90 140 100 140 100 130 140 140 150 120 110 160 150 120 120 140 160 120 110 130 80 180 140 130 120 150 130 120 120 120 150 120 140 120 120 130

Data set 3

BMI A: 31.7 24.4 32.1 27.4 27.5 29.1 42.6 46.8 29.7 36.1 21.3 31.6 27.4 21.2 21.7 45.7 44.6 65.8 69.9 47 44.6 63.7 34 40.6 22.6 28.1 26.3 17.7 59.8 47.4 51.7 16.4 17.1 51.2 62.1 37 29.4 38.6 52 23.7 39.2 48.6 22.7 45.5 38 22.2 34.5 33.9 27.8 77.6 47.8 17.4 41.4 35.5 30.2 25.5 31.1 40.1 26 43 14.8 71.9 14.5 23 44.1 49.3 32.4 20.9 30.5 36.1 21.8 36.9 40.2 23.1 29.2 39.7 38.2 31.9 39.4 15.6 27.9 50.8 29.1 34.1 43.6 12.8 46 55.6 41.1 40.9 48.6 28.7 29.5 19.5 30.7 54 34.2 54.3 18.1 13.9 39.4 44.3 59.8 37 38 33.1 58.1 60.9 32.4 29.7 31.1 73.7 37.4 24.4 30.6 27.4 20.9 48.8 52.1 50.4 30.8 34.9 39.5 47.3 59.7 38.5 30.6 37.6 45.6 22.8 49.2 20 61.3 39.4 53 44.8 43.2 28.7 50.3 49 18.9 30.5 46 46.3 40.3 32.2 28.2 74.5 25.8 40.7 13 26.5 26.7 49.6 46.2 32.1 25.4 56.7 29.2 32.1 25 22.4 27.4 43.2 37.5 23.8 35.2 43.6 29.4 22.6 38.9 45.6 54.1 34.1 38.4 34.8 35.3 28.7 45.7 28.3 28.2 37.3 37 22.5 29.3 29.4 48.4 25.4 51.7 38.1 42.8 42.2 38.6 67.9 47.3 51.4 30 37.3 52.3 40.5 16.8 29 36.6 31.4 76.1 38.7 47.1 31.8 26.3 30.6 37.3 70.8 62.4 41.4 15.2 44.8 57.7 42.7 63.4 43.1 27.4 41.2 39 44.2 15.3 59.9 25.4 34.8 41 40.6 39.6 33.3 25.4 25.9 37.1 28 43 56.9 21.5 51.6 26.8 22.1 17 49.5 14.9 50 29.6 78.9 25.5 34.3 29.9 73 49.4 60.6 43.9 22.1 36.8 52.9 50.8 39 41.1 49.3 56.3 21.1 38.9 43.3 46.4 61.1 52.4 17.7 61.8 44.6 34.6 21.5 26.2 26.9 35.6 22.2 25.4 16.1 17.5 58.3 43.5 38.8 37.7 42.4 32.9 50.5 21.4 45 30.4 31.4 25.9 30.5 50.7 60.9 30.8 38.8 26.3 36 40.5 32.6 22.9 34.3 51.8 32.3 45.7 42.4 18 48.2 50.3 48.1 40 20.9 18.5 55.7 28 67 32.9 61 32.7 33.9 44.4 40 31.8 24.7 23.2 30.5 26.4 29.8 59.5 35.2 25 21 22.7 23.7 54.9 46.8 35 55.9 29.6 40.4 38.8 25.9 39.8 31.3 18.6 22.1 43.6 24.3 24.5 22.7 19.9 45.2 13.9 29.7 34.7 41.3 17.9 42.8 16.4 39.7 69.3 38.7 44.9 40.2 27.5 36.7 65 31 27.2 48.4 17.5 23.7 31.4 64 45.1 44.8 40.5 28.1 47.5 17 37.3 67.5 45 18.6 64.7 32.4 26.8 22.2 20.8 21.6 22.7 26 66.7 26.4 27.5 47.6 27.5 51.6 27.4 35.3 21.1 38.5 34.9 64.4 19.7 52.5 57.7 48.3 17.5 32.2 47 59.4 41.8 34.3 49.3 24.4 49.5 19.5 16 74.5 42.2 33.8 17.8 18.2 39.9 37.2 32.9 34.9 24.9 58 43.1 39.6 22.8 56 56.8 46.4 18.4 55.5 39.2 22 72.9 63.2 37 55.4 32.8 39.1 47.4 57.4 59.8 30.4 42.4 15.1 23.6 24.9 36.2 27.1 34.2 43.4 38.4 57.1 17.5 67.1 24.4 50.9 28 67.5 44.4 27.8 65.7 47.2 20.5 40.2 28.3 39.1 52.8 22.9 24.1 49.5 47.9 36.5 42.7 39.9 32.5 37.1 42.6 22.9 34.7 46.8 21.9 69 12.8 18.3 42.4 68 35.7 68.4 42.2 43.8

BMI B 33.6 26.6 23.3 28.1 43.1 25.6 31 35.3 30.5 0 37.6 38 27.1 30.1 25.8 30 45.8 29.6 43.3 34.6 39.3 35.4 39.8 29 36.6 31.1 39.4 23.2 22.2 34.1 36 31.6 24.8 19.9 27.6 24 33.2 32.9 38.2 37.1 34 40.2 22.7 45.4 27.4 42 29.7 28 39.1 0 19.4 24.2 24.4 33.7 34.7 23 37.7 46.8 40.5 41.5 0 32.9 25 25.4 32.8 29 32.5 42.7 19.6 28.9 32.9 28.6 43.4 35.1 32 24.7 32.6 37.7 43.2 25 22.4 0 29.3 24.6 48.8 32.4 36.6 38.5 37.1 26.5 19.1 32 46.7 23.8 24.7 33.9 31.6 20.4 28.7 49.7 39 26.1 22.5 26.6 39.6 28.7 22.4 29.5 34.3 37.4 33.3 34 31.2 34 30.5 31.2 34 33.7 28.2 23.2 53.2 34.2 33.6 26.8 33.3 55 42.9 33.3 34.5 27.9 29.7 33.3 34.5 38.3 21.1 33.8 30.8 28.7 31.2 36.9 21.1 39.5 32.5 32.4 32.8 0 32.8 30.5 33.7 27.3 37.4 21.9 34.3 40.6 47.9 50 24.6 25.2 29 40.9 29.7 37.2 44.2 29.7 31.6 29.9 32.5 29.6 31.9 28.4 30.8 35.4 28.9 43.5 29.7 32.7 31.2 67.1 45 39.1 23.2 34.9 27.7 26.8 27.6 35.9 30.1 32 27.9 31.6 22.6 33.1 30.4 52.3 24.4 39.4 24.3 22.9 34.8 30.9 31 40.1 27.3 20.4 37.7 23.9 37.5 37.7 33.2 35.5 27.7 42.8 34.2 42.6 34.2 41.8 35.8 30 29 37.8 34.6 31.6 25.2 28.8 23.6 34.6 35.7 37.2 36.7 45.2 44 46.2 25.4 35 29.7 43.6 35.9 44.1 30.8 18.4 29.2 33.1 25.6 27.1 38.2 30 31.2 52.3 35.4 30.1 31.2 28 24.4 35.8 27.6 33.6 30.1 28.7 25.9 33.3 30.9 30 32.1 32.4 32 33.6 36.3 40 25.1 27.5 45.6 25.2 23 33.2 34.2 40.5 26.5 27.8 24.9 25.3 37.9 35.9 32.4 30.4 27 26 38.7 45.6 20.8 36.1 36.9 36.6 43.3 40.5 21.9 35.5 28 30.7 36.6 23.6 32.3 31.6 35.8 52.9 21 39.7 25.5 24.8 30.5 32.9 26.2 39.4 26.6 29.5 35.9 34.1 19.3 30.5 38.1 23.5 27.5 31.6 27.4 26.8 35.7 25.6 35.1 35.1 45.5 30.8 23.1 32.7 43.3 23.6 23.9 47.9 33.8 31.2 34.2 39.9 25.9 25.9 32 34.7 36.8 38.5 28.7 23.5 21.8 41 42.2 31.2 34.4 27.2 42.7 30.4 33.3 39.9 35.3 36.5 31.2 29.8 39.2 38.5 34.9 34 27.6 21 27.5 32.8 38.4 0 35.8 34.9 36.2 39.2 25.2 37.2 48.3 43.4 30.8 20 25.4 25.1 24.3 22.3 32.3 43.3 32 31.6 32 45.7 23.7 22.1 32.9 27.7 24.7 34.3 21.1 34.9 32 24.2 35 31.6 32.9 42.1 28.9 21.9 25.9 42.4 35.7 34.4 42.4 26.2 34.6 35.7 27.2 38.5 18.2 26.4 45.3 26 40.6 30.8 42.9 37 0 34.1 40.6 35 22.2 30.4 30 25.6 24.5 42.4 37.4 29.9 18.2 36.8 34.3 32.2 33.2 30.5 29.7 59.4 25.3 36.5 33.6 30.5 21.2 28.9 39.9 19.6 37.8 33.6 26.7 30.2 37.6 25.9 20.8 21.8 35.3 27.6 24 21.8 27.8 36.8 30 46.1 41.3 33.2 38.8 29.9 28.9 27.3 33.7 23.8 25.9 28 35.5 35.2 27.8 38.2 44.2 42.3 40.7 46.5 25.6 26.1 36.8 33.5 32.8 28.9 0.00 26.6 26 30.1 25.1 29.3

Instruction for the assignment

Dataset 1: You have been asked to analyse blood glucose data (mg/dL) from digital health system. The blood glucose data comes from adults with Type-2 diabetes taking part in public health lifestyle intervention program with GPs, nutritionists and sports scientist involving standard medical care in conjunction with improved diet and an exercise program (group A) compared to adults with Type-2 diabetes receiving standard medical care only (group B). Please compare the outcomes from the data collected at 120 months, perform the analysis in SPSS, and report the findings in abstract format according to the brief

Dataset 2:

You have been asked to analyse systolic blood pressure (BP) data (mmHg) from a digital health system. The BP data consists of adults taking part in a public health lifestyle intervention program for smoking cessation and exercise (group A) compared to adults who still smoke and are not physically active (group B). Please compare the outcomes from the data collected at 6 months, perform the analysis in SPSS, and report the findings in abstract format according to the brief.

Dataset 3

You have been asked to analyse body mass index (BMI) data (kg/m2 ) from a digital health system. The BMI data comes from obese adults taking part in a public health lifestyle intervention program of improved diet and exercise (group A) or obese adults who do not participate in the public health lifestyle intervention program (group B). Please compare the outcomes from the data collected at 12 months, perform the analysis in SPSS, and report the findings in abstract format according to the brief.

Requirements:

This assessment has two parts.

Part 1

Demonstrate your ability to use the Statistical Package for the Social Sciences (SPSS) software to perform statistical analysis of a data set. From the datasets provided, select ONE of three data sets to download and import the Excel data set into SPSS. You can view the description of the datasets and download the relevant dataset Excel spreadsheet from the Assessment 3 folder of this subject. While recording the process using screen capture, execute the following statistical processes in SPSS using the following sequence:

1. Generate a boxplot for group A and group B to check for data outliers and remove any outliers from your subsequent analysis, if present.

2. frequency histogram for group A and group B to check the distribution of the data and decide which parametric or non-parametric test is appropriate to compare the two groups.

3. Use the appropriate normality test to determine the distribution of groups A and B, and use the correct inferential statistical test to compare the two groups. Decide if there is a significant difference in the measure of central tendency for the two groups.

Part 2

Write abstract to report the findings of Part 1. This should include: 1. Aim: one or two sentences describing the purpose of the research study; a short background to the study is included with each data set. 2. Methods: describe which statistical methods were applied in SPSS 3. Results: report the key summary statistics and P value using conventions required for formal reporting of statistical results 4. Conclusion: briefly describe the significance of your results