Analisa Kecenderungan dengan Metode Kuadrat Terkecil (least squares)

Analisa Kecenderungan dengan Metode Kuadrat Terkecil (least squares) Memakai Rumus : Y=a+bX Jumlah Penderita Stroke Rawat Inap di Rumah Sakit Haji Medan Tahun 2002-2006 Tahun (N) 2002 2003 2004 2005 2006 5

Y 173 223 224 162 160 942

X 1 2 3 4 5 15

X2 1 4 9 16 25 55

YX 173 446 672 648 800 2739

N

=5

i) ∑

= Na + b∑X

∑X

= 15

ii) ∑XY

= a∑X + b ∑X2

∑Y

= 942

i) 942

= 5 a + 15 b

x3

ii) 2739

= 15 a + 55 b

x1

2826

= 15 a + 45 b

2739

= 15 a + 55 b -

∑XY = 2739 ∑X2

= 55

87 b

= - 10 b = - 8,7 → 942 = 5 a + 15 b 942 = 5 a + 15 ( - 8,7) 5 a = 1072,5 a = 214,5

Y = a + bX Y = 214,5 + (-8,7) X

→ Untuk X = 1 maka = 214,5 + (-8,7) 1 = 205,8 X = 2 maka = 214,5 + (-8,7) 2 = 197,1 X = 3 maka = 214,5 + (-8,7) 3 = 188,4 X = 4 maka = 214,5 + (-8,7) 4 = 179,7 X = 5 maka = 214,5 + (-8,7) 5 = 171

Universitas Sumatera Utara

MASTER DATA KARAKTERISTIK PENDERITA STROKE RAWAT INAP DI RUMAH SAKIT HAJI MEDAN TAHUN 2002-2006 No 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39

Umr Umrk J.Kel Suku Agm TTggl Pddkn Pkrjn TStrok TLmph FRisiko OSrngn L.Rwtn K.Plng 53 2 1 1 1 1 3 1 2 2 4 2 5 1 58 2 2 1 1 2 2 5 2 2 1 2 2 1 70 3 1 3 1 1 1 3 2 2 4 1 7 2 60 2 2 5 1 1 1 5 1 1 1 2 16 1 70 3 1 2 1 1 1 3 2 2 4 2 2 2 57 2 1 3 1 2 2 3 1 1 1 2 10 1 61 2 1 2 1 1 1 3 1 1 1 2 11 1 70 3 2 7 1 1 1 5 2 2 1 1 6 1 54 2 1 6 1 2 1 3 2 2 2 2 13 1 60 2 1 3 1 2 1 6 2 1 1 2 2 3 55 2 2 3 1 1 2 5 1 4 1 1 4 3 52 2 1 1 1 1 3 1 2 2 3 2 9 1 72 3 2 1 1 1 1 1 2 1 1 2 20 1 40 1 1 1 1 1 3 1 2 1 2 2 2 3 53 2 1 2 1 1 2 1 1 3 1 1 7 3 60 2 1 1 1 1 3 1 1 4 1 3 19 1 88 3 1 7 1 1 4 2 2 2 4 1 17 1 40 1 2 1 1 1 1 5 2 1 4 3 2 2 55 2 1 2 1 2 3 1 1 2 1 2 2 3 73 3 2 1 1 1 4 5 1 1 1 2 22 1 46 2 1 2 1 2 1 3 2 2 1 1 2 1 42 1 1 1 1 1 3 1 2 2 1 1 2 1 55 2 2 4 1 2 2 5 2 2 3 2 8 1 71 3 2 1 1 1 2 7 2 1 2 1 9 2 48 2 2 2 1 1 3 5 1 2 1 1 10 1 82 3 2 3 1 1 4 5 2 3 1 2 3 3 60 2 1 3 1 1 1 2 2 2 1 1 45 1 90 3 2 4 1 1 4 5 2 2 4 1 4 1 66 3 1 1 1 1 3 1 2 1 4 2 3 1 73 3 2 4 1 2 4 5 2 1 4 2 15 1 68 3 1 4 1 1 2 3 1 1 3 3 4 1 55 2 2 1 1 1 4 1 1 4 1 1 1 3 65 3 1 2 1 1 1 3 2 2 1 3 15 1 67 3 2 3 1 2 1 5 1 2 1 2 16 1 60 2 2 1 2 1 2 3 1 1 1 1 7 1 73 3 2 5 1 1 1 5 1 4 3 2 2 3 58 2 1 1 1 1 4 3 2 1 1 2 4 2 57 2 1 2 1 2 3 1 2 2 5 2 15 1 60 2 2 2 1 1 3 2 1 2 2 2 6 1


40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84

37 43 60 62 76 42 60 73 60 40 44 70 66 64 70 53 51 75 53 62 67 60 52 46 52 72 48 65 50 48 77 52 79 73 38 63 45 73 42 52 50 76 83 60 83

1 1 2 2 3 1 2 3 2 1 1 3 3 2 3 2 2 3 2 2 3 2 2 2 2 3 2 3 2 2 3 2 3 3 1 2 1 3 1 2 2 3 3 2 3

1 2 2 2 1 1 1 2 1 1 2 1 2 2 1 2 1 2 2 2 1 2 1 1 1 1 1 2 1 2 1 2 2 1 1 1 2 2 2 2 2 1 2 1 2

1 1 1 3 4 3 1 5 3 1 3 2 3 1 7 4 3 7 7 3 4 1 1 4 4 1 2 3 7 1 1 4 3 1 1 3 1 3 1 3 3 4 1 4 6

1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1

1 1 2 2 2 2 1 1 1 1 1 1 1 1 2 1 2 1 1 2 2 2 1 2 2 1 1 1 2 2 1 1 2 2 1 1 1 1 1 1 1 2 2 2 1

3 2 2 1 3 2 1 1 1 2 1 3 1 2 4 2 1 1 2 1 1 4 2 1 2 1 3 1 1 1 1 4 1 1 2 2 3 4 2 2 1 1 4 2 2

1 5 7 5 4 3 3 5 3 1 3 4 5 5 4 5 6 5 7 5 3 5 7 2 4 3 1 5 3 5 7 6 5 3 2 3 1 3 5 3 5 3 5 3 3

1 2 2 2 2 1 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2

1 1 2 1 4 2 1 2 1 2 1 2 2 1 4 1 2 1 2 2 1 1 2 2 2 1 2 2 2 2 2 3 1 2 2 1 1 3 2 2 4 2 1 1 2

5 1 1 1 1 4 4 1 1 1 1 3 4 1 1 1 1 4 1 4 4 1 4 4 1 2 3 4 1 3 1 1 1 4 1 4 1 1 1 1 1 1 1 1 2

1 2 3 2 2 2 2 1 1 2 1 3 2 1 2 1 2 1 1 2 2 2 1 2 2 2 1 2 1 2 1 1 2 2 1 2 2 2 2 2 1 2 2 2 1

10 4 5 8 1 2 2 2 12 2 6 3 14 12 2 1 12 4 6 3 12 11 2 2 6 1 15 9 4 10 7 1 22 5 5 3 6 3 1 7 1 6 5 3 6


1 1 2 1 3 3 3 2 1 3 1 1 1 1 3 1 1 2 1 3 3 1 1 2 1 3 3 1 1 3 1 3 1 2 1 1 1 3 3 1 3 2 1 1 1

85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129

61 66 53 60 73 73 64 58 72 45 51 44 59 50 54 56 48 63 35 45 64 55 55 75 73 51 85 45 40 80 65 45 43 51 75 74 49 60 48 47 69 70 60 52 62

2 3 2 2 3 3 2 2 3 1 2 1 2 2 2 2 2 2 1 1 2 2 2 3 3 2 3 1 1 3 3 1 1 2 3 3 2 2 2 2 3 3 2 2 2

1 1 2 2 2 1 2 1 1 1 2 1 2 2 1 2 1 2 1 2 1 2 2 2 2 1 2 1 1 1 2 1 2 1 2 2 1 1 1 1 1 1 1 1 2

1 4 4 4 7 1 1 1 4 1 1 4 1 2 1 3 2 3 1 1 1 2 2 2 5 1 3 1 1 1 3 1 6 1 5 7 1 3 4 2 6 2 3 3 2

1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 2 1 1 1 1 1 1 1 1

2 2 1 2 1 2 2 2 2 1 1 2 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 2 2 1 2 1 1 1 1

3 4 2 3 1 2 3 3 2 2 1 4 2 1 2 2 3 2 4 4 4 3 4 3 2 3 4 4 4 2 2 2 2 3 1 2 1 4 2 4 2 1 2 2 3

4 4 5 1 5 3 1 1 3 4 3 2 3 5 1 5 7 5 3 5 7 1 7 2 5 1 5 7 3 1 5 3 5 1 5 5 3 7 1 3 2 3 2 3 1

2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 1 1 1 2 2 2 2 2 2 2 2 1 1 1 2 1 2 2 1

1 2 4 4 4 2 2 1 2 2 3 2 4 1 2 4 3 1 1 1 2 2 2 3 1 2 2 2 2 2 2 1 2 1 2 4 2 4 2 4 4 2 1 1 4

1 1 3 3 1 3 4 1 2 4 4 1 2 1 3 1 4 3 1 1 4 1 1 3 4 1 1 1 1 1 3 2 4 1 3 1 1 2 1 1 2 1 3 2 3

2 2 2 2 3 3 2 2 3 2 1 2 1 2 1 2 2 2 1 3 2 1 3 1 2 2 1 2 2 1 2 2 1 2 2 3 2 2 2 2 2 2 1 2 2

7 1 5 24 6 6 7 7 11 10 42 4 12 5 10 1 1 28 9 1 1 2 10 10 4 6 1 8 6 1 8 10 5 5 3 8 5 4 8 10 10 7 13 3 4


3 3 3 1 1 1 1 1 1 3 3 2 1 1 1 3 3 1 1 1 3 1 1 1 2 1 2 1 1 1 1 1 3 1 2 1 3 2 1 1 3 2 1 3 3

130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174

60 31 54 83 66 78 63 77 62 70 87 69 70 72 64 66 78 60 56 55 74 64 60 63 63 52 70 75 60 42 76 74 63 59 42 54 48 87 56 53 58 53 54 72 72

2 1 2 3 3 3 2 3 2 3 3 3 3 3 2 3 3 2 2 2 3 2 2 2 2 2 3 3 2 1 3 3 2 2 1 2 2 3 2 2 2 2 2 3 3

1 2 2 2 2 2 1 1 1 2 1 2 2 2 1 1 1 1 2 1 2 2 2 2 2 2 1 2 1 1 1 2 2 1 1 1 1 1 2 2 1 1 2 2 1

1 1 3 3 1 5 1 5 1 3 2 3 2 3 1 1 5 1 1 3 1 3 2 2 1 1 1 3 1 7 7 1 2 1 5 3 7 3 1 4 3 4 3 6 1

1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1

1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2

2 3 1 2 1 2 3 2 2 1 3 2 1 1 3 2 3 1 2 4 4 4 4 2 2 4 4 4 4 4 2 2 2 3 2 1 3 2 2 2 2 2 1 2 2

3 1 5 5 6 5 2 2 3 5 4 5 5 5 1 2 4 6 5 3 5 5 7 5 5 2 7 5 3 7 7 5 5 1 3 2 1 3 5 5 3 3 5 5 3

2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 1 2 1 2 2 1 2 2 1 2 1 2 2 2 2 2 1 1 1 2 2 2 1 1 2 1 2 1

4 4 2 2 1 3 2 4 3 2 2 1 2 1 2 1 2 2 4 4 1 2 1 2 1 1 1 4 3 4 2 1 2 1 2 4 2 1 2 2 3 1 2 2 3

1 1 4 2 1 4 3 1 4 1 4 4 5 1 4 2 3 1 1 1 2 1 4 1 4 1 3 1 5 1 3 1 2 1 2 1 4 4 1 1 4 4 1 1 5

2 1 3 2 1 2 2 3 2 2 2 2 1 2 2 2 1 2 3 1 2 2 2 2 2 1 2 3 2 2 2 1 2 2 2 2 3 1 1 2 2 2 2 2 1

3 6 3 1 15 6 9 2 4 7 4 10 12 10 5 3 12 8 8 1 8 4 2 2 1 5 9 1 4 3 5 5 12 1 6 1 3 3 3 1 1 3 20 2 14


1 1 1 1 1 3 1 1 1 2 3 1 1 2 1 2 1 1 1 3 1 2 2 1 3 1 2 3 1 1 2 1 1 3 1 1 1 2 1 1 3 3 1 1 3

175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219

54 45 56 59 70 74 64 35 42 58 63 72 24 66 55 76 80 67 63 46 45 51 56 46 70 87 51 65 46 52 65 62 32 62 39 68 70 71 55 51 56 42 43 45 70

2 1 2 2 3 3 2 1 1 2 2 3 1 3 2 3 3 3 2 2 1 2 2 2 3 3 2 3 2 2 3 2 1 2 1 3 3 3 2 2 2 1 1 1 3

2 1 1 1 2 2 1 1 1 1 1 2 1 2 2 1 1 2 2 2 1 1 1 1 2 1 2 1 1 2 2 2 2 1 1 1 2 1 2 1 1 1 2 2 1

1 3 1 4 3 1 1 3 2 1 1 4 3 1 3 1 1 1 3 4 1 3 4 3 1 2 2 3 4 4 3 3 7 5 4 3 3 3 1 1 3 1 1 4 6

1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1

1 1 1 1 1 1 2 1 1 2 1 2 1 1 1 1 2 1 1 2 2 2 2 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 2 1 1 1 1 2 1

3 2 2 2 1 2 2 2 2 2 3 1 4 2 2 2 2 2 4 4 4 4 4 4 4 4 4 2 2 2 1 1 4 1 3 4 1 3 1 2 2 2 3 4 4

1 3 3 3 5 5 3 3 6 1 2 5 2 5 5 1 3 5 7 1 7 2 1 3 7 7 5 3 1 5 5 5 5 3 1 1 5 4 5 3 2 3 1 5 3

2 2 1 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 1 1 1 2 1 1 2 2 2 1 2 1 2 2 2 1 1 2 2 2 2 2 2 1 1 1

1 2 2 4 1 2 2 1 4 2 1 2 1 2 2 3 3 2 3 2 2 4 1 2 4 2 4 1 2 2 1 2 1 1 2 2 2 1 1 2 1 2 2 1 1

2 4 4 4 1 4 1 4 1 1 4 1 2 1 1 4 4 1 1 1 4 1 1 1 2 2 4 1 2 1 1 4 1 1 1 1 4 1 2 4 1 4 4 1 1

2 2 2 1 2 2 2 1 1 2 1 2 2 1 2 2 2 2 1 2 2 2 1 1 3 2 1 2 2 1 2 1 1 2 2 2 2 1 3 2 2 2 1 2 2

5 7 1 1 8 13 5 2 7 3 1 10 13 8 6 8 33 5 5 6 1 1 5 3 10 6 18 4 6 4 1 5 3 12 5 5 9 15 11 8 8 1 6 1 6


2 1 3 1 1 1 2 1 1 1 1 3 1 2 1 1 3 1 2 3 3 3 2 3 3 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 3 1 1 1

220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264

79 63 66 59 44 60 70 55 50 34 56 46 78 73 80 37 60 50 65 18 42 54 44 50 59 58 55 42 76 47 60 66 52 50 56 47 65 59 59 55 70 46 58 77 51

3 2 3 2 1 2 3 2 2 1 2 2 3 3 3 1 2 2 3 1 1 2 1 2 2 2 2 1 3 2 2 3 2 2 2 2 3 2 2 2 3 2 2 3 2

2 1 2 1 1 1 1 2 1 2 2 1 2 2 2 1 1 1 1 1 2 1 1 1 2 2 2 1 1 1 2 1 1 2 1 2 2 2 2 2 2 1 1 1 2

2 2 5 7 3 3 1 3 1 4 1 4 5 5 4 5 1 4 5 1 4 1 4 1 1 4 4 4 7 7 3 1 3 2 1 7 1 7 1 1 1 1 5 7 4

1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

1 1 1 2 1 1 1 2 1 2 1 2 1 1 1 1 1 2 1 1 2 1 2 1 1 2 1 2 1 1 1 2 2 1 2 1 1 2 2 1 1 2 2 1 2

2 2 4 1 4 2 3 4 2 3 1 2 1 1 1 3 2 1 1 1 4 3 3 3 4 3 2 2 2 1 4 4 4 4 2 1 3 4 4 3 3 2 4 4 4

5 3 5 3 7 2 1 5 3 1 5 3 5 5 5 1 3 3 3 7 5 1 1 1 7 1 5 3 7 7 5 7 6 5 5 3 4 6 5 2 2 3 7 4 5

2 2 2 2 2 1 1 2 1 1 1 2 1 2 1 1 1 1 2 1 1 2 2 2 1 2 1 1 2 2 2 1 2 2 2 1 2 1 2 1 1 2 2 2 1

2 4 1 2 1 2 1 1 2 4 2 4 2 2 2 2 1 2 1 2 2 2 1 4 2 2 3 1 3 1 1 1 4 2 4 2 2 2 3 1 1 2 2 4 3

1 4 1 1 5 5 1 1 2 1 1 4 1 1 2 3 4 1 1 4 1 2 2 2 1 1 1 4 5 4 1 1 1 4 5 1 1 2 2 1 4 1 4 1 4

2 3 2 2 2 1 2 2 1 2 2 2 2 3 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 3 2 2 3 2 2 3 2

4 4 12 2 27 38 9 34 4 1 21 2 5 3 5 20 22 6 19 2 4 15 13 6 9 10 2 6 5 28 2 16 1 6 3 13 20 17 11 5 16 3 1 2 16


1 2 1 2 1 1 1 1 1 3 3 3 1 1 2 1 3 1 1 2 1 1 1 2 1 1 3 3 1 1 2 1 3 1 1 1 3 2 1 1 1 2 2 2 1

265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281

25 77 56 55 57 60 60 44 65 58 56 70 63 71 63 80 69

1 3 2 2 2 2 2 1 3 2 2 3 2 3 2 3 3

1 2 2 2 1 2 2 1 1 1 1 1 2 2 1 1 1

1 3 2 2 4 1 3 3 1 1 1 5 3 2 1 7 3

1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

1 1 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1

4 4 4 1 3 1 1 1 4 1 2 4 1 1 2 4 4

2 7 5 5 1 5 5 3 3 3 3 7 3 5 3 7 3

2 2 2 1 2 2 2 2 2 2 1 2 1 2 1 2 1

4 3 3 4 1 2 1 3 1 2 4 2 1 1 2 2 1

1 2 1 1 4 1 5 1 1 1 1 1 1 1 4 1 4

3 2 1 1 2 2 3 3 1 3 1 2 2 2 2 2 1

6 1 2 1 7 17 8 1 6 2 1 4 1 6 5 1 5


3 3 1 3 1 1 1 2 1 2 3 1 3 1 2 1 3

Frequencies Umur Penderita

Valid

< 45 45-64 >=65 Total

Frequency 41 144 96 281

Percent 14.6 51.2 34.2 100.0

Valid Percent 14.6 51.2 34.2 100.0

Cumulative Percent 14.6 65.8 100.0

Jenis Kelamin Penderita

Valid

laki-laki Perempuan Total

Frequency 150 131 281

Percent 53.4 46.6 100.0

Valid Percent 53.4 46.6 100.0

Cumulative Percent 53.4 100.0

Suku Penderita

Valid

Batak Melayu Jawa Aceh Minang Nias Tidak Tercatat Total

Frequency 103 33 64 39 17 6 19 281

Percent 36.7 11.7 22.8 13.9 6.0 2.1 6.8 100.0

Valid Percent 36.7 11.7 22.8 13.9 6.0 2.1 6.8 100.0

Cumulative Percent 36.7 48.4 71.2 85.1 91.1 93.2 100.0

Agama Yang Dianut penderita

Valid

Islam Kristen Total


Percent 95.0 5.0 100.0




Pendidikan Penderita Frequency Valid

Pendidikan Tingkat Rendah Pendidikan Tingkat Menengah Pendidikan Tingkat Tinggi Tidak Tercatat Total

Percent

Valid Percent

Cumulative Percent

72

25.6

25.6

25.6

94

33.5

33.5

59.1

48 67 281

17.1 23.8 100.0

17.1 23.8 100.0

76.2 100.0

Pekerjaan Penderita

Valid

PNS/ABRI/POLRI Pegawai Swasta Wiraswasta Pensiunan Ibu Rumah Tangga lain-lain(Tani,Pelajar) Tidak Tercatat Total

Frequency 46 22 73 12 92 8 28 281

Percent 16.4 7.8 26.0 4.3 32.7 2.8 10.0 100.0

Valid Percent 16.4 7.8 26.0 4.3 32.7 2.8 10.0 100.0

Cumulative Percent 16.4 24.2 50.2 54.4 87.2 90.0 100.0

Tempat Tinggal Penderita

Valid

Kota Medan Luar Kota Medan Total


Percent 70.5 29.5 100.0



Tipe Stroke Penderita

Valid

Hemoragik Non Hemoragik Total


Percent 33.5 66.5 100.0




Sisi Tubuh Yang Mengalami Kelumpuhan Pada Penderita

Valid

Hemiparese Dextra Hemiparese Sinistra Hemiparese Duplex Tidak Tercatat Total

Frequency 89 130 22 40 281

Percent 31.7 46.3 7.8 14.2 100.0

Valid Percent 31.7 46.3 7.8 14.2 100.0

Cumulative Percent 31.7 77.9 85.8 100.0

Faktor Risiko Stroke Penderita

Valid

Hipertensi Diabetes Melitus Penyakit Jantung Tidak Tercatat Total

Frequency 212 80 49 10 351

Percent 60.4 22.8 14.0 2.8 100.0

Valid Percent 60.4 22.8 14.0 2.8 100.0

Cumulative Percent 60.4 83.2 97.2 100.0

Onset Serangan Stroke Penderita

Valid

kecil 6 jam besar sama dengan 6 jam Tidak Tercatat Total

Frequency 73

Percent 26.0

Valid Percent 26.0

Cumulative Percent 26.0

180

64.0

64.0

90.0 100.0

28

10.0

10.0

281

100.0

100.0

Keadaan Sewaktu Pulang Penderita

Valid

PBJ PAPS Meninggal Total

Frequency 170 44 67 281

Percent 60.5 15.7 23.8 100.0

Valid Percent 60.5 15.7 23.8 100.0

Cumulative Percent 60.5 76.2 100.0


Crosstabs Jenis Kelamin Penderita * Umur Penderita Crosstabulation

Jenis Kelamin Penderita

Total

laki-laki

Umur Penderita < 45 45-64 >=65 28 78 44 21.9 76.9 51.2

Total 150 150.0

52.0%

29.3%

100.0%

54.2% 27.8% 66 67.1

45.8% 15.7% 52 44.8

53.4% 53.4% 131 131.0

50.4%

39.7%

100.0%

45.8% 23.5% 144 144.0

54.2% 18.5% 96 96.0

46.6% 46.6% 281 281.0

51.2%

34.2%

100.0%

100.0% 51.2%

100.0% 34.2%

100.0% 100.0%

Count Expected Count % within Jenis Kelamin 18.7% Penderita % within Umur Penderita 68.3% % of Total 10.0% Perempuan Count 13 Expected Count 19.1 % within Jenis Kelamin 9.9% Penderita % within Umur Penderita 31.7% % of Total 4.6% Count 41 Expected Count 41.0 % within Jenis Kelamin 14.6% Penderita % within Umur Penderita 100.0% % of Total 14.6%

Chi-Square Tests

Pearson Chi-Square Likelihood Ratio Linear-by-Linear Association N of Valid Cases

Value 5.897a 6.000 5.661

2 2

Asymp. Sig. (2-sided) .052 .050

1

.017

df

281

a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 19.11.


Tipe Stroke Penderita * Umur Penderita Crosstabulation

Tipe Stroke Hemoragik Penderita

Total

Umur Penderita < 45 45-64 >=65 18 50 26 13.7 48.2 32.1

Total 94 94.0

53.2%

27.7%

100.0%

34.7% 17.8% 94 95.8

27.1% 9.3% 70 63.9

33.5% 33.5% 187 187.0

50.3%

37.4%

100.0%

65.3% 33.5% 144 144.0

72.9% 24.9% 96 96.0

66.5% 66.5% 281 281.0

51.2%

34.2%

100.0%

100.0% 51.2%

100.0% 34.2%

100.0% 100.0%

Count Expected Count % within Tipe Stroke 19.1% Penderita % within Umur Penderita 43.9% % of Total 6.4% Non Hemoragik Count 23 Expected Count 27.3 % within Tipe Stroke 12.3% Penderita % within Umur Penderita 56.1% % of Total 8.2% Count 41 Expected Count 41.0 % within Tipe Stroke 14.6% Penderita % within Umur Penderita 100.0% % of Total 14.6%

Chi-Square Tests


Value 3.865a 3.845 3.834

2 2


1

.050

df

281



Tipe Stroke Penderita * Jenis Kelamin Penderita Crosstabulation


Hemoragik

Non Hemoragik

Total

Jenis Kelamin Penderita laki-laki Perempuan 49 45 50.2 43.8

Count Expected Count % within Tipe Stroke Penderita % within Jenis Kelamin Penderita % of Total Count Expected Count % within Tipe Stroke Penderita % within Jenis Kelamin Penderita % of Total Count Expected Count % within Tipe Stroke Penderita % within Jenis Kelamin Penderita % of Total

Total 94 94.0

52.1%

47.9%

100.0%

32.7%

34.4%

33.5%

17.4% 101 99.8

16.0% 86 87.2

33.5% 187 187.0

54.0%

46.0%

100.0%

67.3%

65.6%

66.5%

35.9% 150 150.0

30.6% 131 131.0

66.5% 281 281.0

53.4%

46.6%

100.0%

100.0%

100.0%

100.0%

53.4%

46.6%

100.0%

Chi-Square Tests

Pearson Chi-Square Continuity Correction Likelihood Ratio Fisher's Exact Test Linear-by-Linear Association N of Valid Cases

a

Value .089b .030 .089 .089

df 1 1 1 1

Asymp. Sig. (2-sided) .765 .864 .765

Exact Sig. (2-sided)


.801

.431

.766

281

a. Computed only for a 2x2 table b. 0 cells (.0%) have expected count less than 5. The minimum expected count is 43. 82.


Onset Serangan Stroke Penderita * Tipe Stroke Penderita Crosstabulation

Onset Serangan Stroke Penderita

kecil 6 jam

besar sama dengan 6 jam

Total

Count Expected Count % within Onset Serangan Stroke Penderita % within Tipe Stroke Penderita % of Total Count Expected Count % within Onset Serangan Stroke Penderita % within Tipe Stroke Penderita % of Total Count Expected Count % within Onset Serangan Stroke Penderita % within Tipe Stroke Penderita % of Total

Tipe Stroke Penderita Non Hemoragik Hemoragik 27 46 25.1 47.9

Total 73 73.0

37.0%

63.0%

100.0%

31.0%

27.7%

28.9%

10.7% 60 61.9

18.2% 120 118.1

28.9% 180 180.0

33.3%

66.7%

100.0%

69.0%

72.3%

71.1%

23.7% 87 87.0

47.4% 166 166.0

71.1% 253 253.0

34.4%

65.6%

100.0%

100.0%

100.0%

100.0%

34.4%

65.6%

100.0%



.661

.340

Chi-Square Tests

Pearson Chi-Square Continuity Correctiona Likelihood Ratio Fisher's Exact Test Linear-by-Linear Association N of Valid Cases

Value .307b .167 .305 .306

df 1 1 1 1

Asymp. Sig. (2-sided) .579 .683 .581 .580

253

a. Computed only for a 2x2 table b. 0 cells (.0%) have expected count less than 5. The minimum expected count is 25. 10.


Keadaan Sewaktu Pulang Penderita * Tipe Stroke Penderita Crosstabulation


PBJ

PAPS

Meninggal

Total

Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Tipe Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Tipe Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Tipe Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Tipe Stroke Penderita % of Total

Tipe Stroke Penderita Non Hemoragik Hemoragik 48 122 56.9 113.1

Total 170 170.0

28.2%

71.8%

100.0%

51.1%

65.2%

60.5%

17.1% 12 14.7

43.4% 32 29.3

60.5% 44 44.0

27.3%

72.7%

100.0%

12.8%

17.1%

15.7%

4.3% 34 22.4

11.4% 33 44.6

15.7% 67 67.0

50.7%

49.3%

100.0%

36.2%

17.6%

23.8%

12.1% 94 94.0

11.7% 187 187.0

23.8% 281 281.0

33.5%

66.5%

100.0%

100.0%

100.0%

100.0%

33.5%

66.5%

100.0%


Chi-Square Tests


Value 11.835a 11.396 9.400

2 2


1

.002

df

281



Tipe Stroke Penderita * Faktor Risiko Stroke Penderita Crosstabulation


Hemoragik

Non Hemoragik

Total

Count Expected Count % within Tipe Stroke Penderita % within Faktor Risiko Stroke Penderita % of Total Count Expected Count % within Tipe Stroke Penderita % within Faktor Risiko Stroke Penderita % of Total Count Expected Count % within Tipe Stroke Penderita % within Faktor Risiko Stroke Penderita % of Total

Faktor Risiko Stroke Penderita Diabetes Penyakit Hipertensi Melitus Jantung 73 20 12 65.3 24.6 15.1 69.5%

19.0%

11.4%

100.0%

34.4%

25.0%

24.5%

30.8%

21.4% 139 146.7

5.9% 60 55.4

3.5% 37 33.9

30.8% 236 236.0

58.9%

25.4%

15.7%

100.0%

65.6%

75.0%

75.5%

69.2%

40.8% 212 212.0

17.6% 80 80.0

10.9% 49 49.0

69.2% 341 341.0

62.2%

23.5%

14.4%

100.0%

100.0%

100.0%

100.0%

100.0%

62.2%

23.5%

14.4%

100.0%

Chi-Square Tests


Value 3.492a 3.555 2.986

2 2


1

.084

df

Total 105 105.0

341



Keadaan Sewaktu Pulang Penderita * Faktor Risiko Stroke Penderita Crosstabulation


PBJ

PAPS

Meninggal

Total

Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Faktor Risiko Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Faktor Risiko Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Faktor Risiko Stroke Penderita % of Total Count Expected Count % within Keadaan Sewaktu Pulang Penderita % within Faktor Risiko Stroke Penderita % of Total

Faktor Risiko Stroke Penderita Diabetes Penyakit Hipertensi Melitus Jantung 128 42 25 121.2 45.7 28.0

Total 195 195.0

65.6%

21.5%

12.8%

100.0%

60.4%

52.5%

51.0%

57.2%

37.5% 33 35.4

12.3% 17 13.4

7.3% 7 8.2

57.2% 57 57.0

57.9%

29.8%

12.3%

100.0%

15.6%

21.3%

14.3%

16.7%

9.7% 51 55.3

5.0% 21 20.9

2.1% 17 12.8

16.7% 89 89.0

57.3%

23.6%

19.1%

100.0%

24.1%

26.3%

34.7%

26.1%

15.0% 212 212.0

6.2% 80 80.0

5.0% 49 49.0

26.1% 341 341.0

62.2%

23.5%

14.4%

100.0%

100.0%

100.0%

100.0%

100.0%

62.2%

23.5%

14.4%

100.0%


Chi-Square Tests


Value 4.062a 3.888 2.486

4 4


1

.115

df

341



Statistics Lama Rawatan Penderita Stroke N Valid Missing Std. Deviation Variance Range Minimum Maximum

281 0 6.914 47.809 44 1 45

Lama Rawatan Penderita Stroke

Valid

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 27 28 33 34 38 42 45 Total

Frequency 39 30 23 22 28 28 13 15 9 16 5 10 6 2 7 5 3 1 2 4 1 3 1 1 2 1 1 1 1 1 281

Percent 13.9 10.7 8.2 7.8 10.0 10.0 4.6 5.3 3.2 5.7 1.8 3.6 2.1 .7 2.5 1.8 1.1 .4 .7 1.4 .4 1.1 .4 .4 .7 .4 .4 .4 .4 .4 100.0

Valid Percent 13.9 10.7 8.2 7.8 10.0 10.0 4.6 5.3 3.2 5.7 1.8 3.6 2.1 .7 2.5 1.8 1.1 .4 .7 1.4 .4 1.1 .4 .4 .7 .4 .4 .4 .4 .4 100.0

Cumulative Percent 13.9 24.6 32.7 40.6 50.5 60.5 65.1 70.5 73.7 79.4 81.1 84.7 86.8 87.5 90.0 91.8 92.9 93.2 94.0 95.4 95.7 96.8 97.2 97.5 98.2 98.6 98.9 99.3 99.6 100.0


Descriptives Lama Rawatan Penderita Stroke

Mean 95% Confidence Interval for Mean

Statistic 7.31 6.50

Lower Bound Upper Bound

Std. Error .412

8.13

5% Trimmed Mean Median Variance Std. Deviation Minimum Maximum Range Interquartile Range Skewness Kurtosis

6.46 5.00 47.809 6.914 1 45 44 7 2.284 7.201

.145 .290

T-Test Group Statistics

Lama Rawatan Penderita Stroke

Tipe Stroke Penderita Hemoragik Non Hemoragik

N 94 187

Mean 7.06 7.44

Std. Deviation 6.530 7.114

Std. Error Mean .674 .520

Independent Samples Test Levene's Test for Equality of Variances

F Lama Rawatan Equal variances Penderita Strokeassumed Equal variances not assumed

.004

Sig. .947

t-test for Equality of Means

t

df

Mean Std. Error Sig. (2-tailed) Difference Difference

95% Confidence Interval of the Difference Lower Upper

-.428

279

.669

-.375

.876

-2.098

1.349

-.440

201.242

.660

-.375

.851

-2.053

1.303


ANOVA Descriptives Lama Rawatan Penderita Stroke

N PBJ PAPS Meninggal Total

Mean Std. Deviation Std. Error 8.81 6.971 .535 4.43 2.999 .452 5.40 7.584 .927 7.31 6.914 .412

170 44 67 281

95% Confidence Interval for Mean Lower Bound Upper Bound Minimum 7.76 9.87 1 3.52 5.34 1 3.55 7.25 1 6.50 8.13 1

Test of Homogeneity of Variances Lama Rawatan Penderita Stroke Levene Statistic 6.572

df1 2

df2 278

Sig. .002

Kruskal-Wallis Test Ranks Lama Rawatan Penderita Stroke

Keadaan Sewaktu Pulang Penderita PBJ PAPS Meninggal Total

N 170 44 67 281

Mean Rank 166.88 107.88 97.10

Test Statisticsa,b

Chi-Square df Asymp. Sig.

Lama Rawatan Penderita Stroke 44.436 2 .000

a. Kruskal Wallis Test b. Grouping Variable: Keadaan Sewaktu Pulang Penderita


Maximum 45 17 42 45

Analisa Kecenderungan dengan Metode Kuadrat Terkecil (least squares)

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