N X Y XY X Total

Lampiran 1. Perhitungan Metode Least Square N X Y XY X 2 2005 1 40 40 1 2006 2 38 76 4 2007 3 32 96 9 2008 4 21 84 19 2009 5 25 125 25 15 156 421 55 Diketahui: X = 15 Y = 156 XY = 421 X 2 = 55 N = 5 Rumus Metode Least Square I Y = Na + X b 156 = 5a + 15b Rumus Metode Least Square II XY = X a + X 2 b 421 = 15a + 55b Persamaan I 156 = 5a + 15b (x3) 468 = 15a + 45b Persamaan II 421 = 15a + 55b 421 = 15a + 55b 47 = (-10b) b = (-4,7) 156 = 5a + 15b 156 = 5a + 15(-4,7) 156 = 5a 70,5 5a = 156 + 70,5 5a = 226,5 a = 226,5/5 a = 45,3 y = a + bx y = 45,3 4,7x Untuk X = 1, maka y = 45,3 4,7(1) = 40,6 X = 2, maka y = 45,3 4,7(2) = 35,9 X = 3, maka y = 45,3 4,7(3) = 31,2 X = 4, maka y = 45,3 4,7(4) = 26,5 X = 5, maka y = 45,3 4,7(5) = 21,8

Lampiran 2. Master Data No. thn umr jk sk agm ddk krj kwn tggl kluh ltk st rwt mds ksp 1 1 38 1 2 1 3 1 2 1 2 2 4 6 1 3 2 1 59 1 1 1 3 1 3 2 5 2 5 9 1 3 3 1 35 1 1 1 4 1 2 1 1 2 2 7 2 1 4 1 57 1 2 1 4 1 2 1 1 3 1 9 1 1 5 1 64 1 1 1 3 1 3 2 3 1 3 6 1 1 6 1 28 1 1 1 5 4 2 2 1 1 1 5 2 1 7 1 38 1 1 1 4 3 2 1 1 2 2 4 2 2 8 1 68 1 5 1 2 1 3 1 1 2 3 4 2 3 9 1 52 1 1 1 1 1 2 2 1 1 2 6 2 1 10 1 28 1 3 1 3 3 1 2 1 2 2 10 1 1 11 1 48 1 1 1 3 1 2 2 3 1 3 3 2 1 12 1 66 1 2 1 4 3 3 1 1 2 2 5 2 1 13 1 50 1 1 1 2 1 2 1 1 2 3 7 1 1 14 1 54 1 2 1 4 1 2 1 1 1 2 2 2 2 15 1 37 1 1 1 4 1 2 2 4 2 4 11 1 1 16 1 53 2 5 1 3 3 2 1 4 2 4 17 3 1 17 1 44 1 1 1 2 1 2 2 1 2 5 3 2 2 18 1 56 1 3 1 4 1 2 1 2 2 4 2 2 2 19 1 35 1 2 1 4 4 2 1 1 1 3 9 1 1 20 1 56 1 1 1 5 2 3 2 4 2 4 8 1 1 21 1 36 1 4 1 4 1 2 1 1 1 3 8 3 1 22 1 56 1 1 1 5 4 2 1 1 1 2 2 2 1 23 1 64 1 1 1 3 1 3 1 5 1 4 23 3 3 24 1 41 1 2 1 5 2 2 1 1 2 3 2 2 2 25 1 49 1 5 1 5 4 2 1 1 2 2 2 2 2 26 1 45 1 3 1 5 2 2 1 1 2 1 5 2 1 27 1 46 1 2 1 3 1 2 2 1 2 3 8 3 1 28 1 90 1 1 1 1 5 3 2 4 1 4 12 3 1 29 1 45 1 5 1 4 1 2 1 1 1 2 4 2 1 30 1 47 1 1 2 4 1 2 2 4 2 4 13 3 1 31 1 50 1 4 1 5 2 2 2 1 2 2 3 2 2 32 1 41 1 1 1 5 1 2 2 1 1 3 7 1 1 33 1 42 1 2 1 5 1 2 1 1 1 1 3 2 2 34 1 57 1 5 1 5 2 3 1 5 1 4 22 3 1 35 1 34 1 1 1 4 3 2 1 1 1 3 14 1 1 36 1 59 1 1 1 3 1 2 2 3 1 4 3 2 2 37 1 48 1 2 1 4 4 2 2 4 3 4 2 2 2 38 1 46 1 1 1 5 4 2 1 1 2 2 8 1 1 39 1 60 1 1 1 3 1 3 1 2 1 4 15 1 3 40 1 53 1 1 1 3 3 3 2 1 2 2 8 1 1 41 2 46 1 1 1 4 2 2 1 1 2 1 4 2 1 42 2 51 1 2 1 3 3 2 2 1 1 4 11 3 1

43 2 46 1 1 1 3 1 2 2 1 2 3 11 1 1 44 2 38 1 1 2 3 1 2 2 1 2 2 6 2 2 45 2 54 1 3 1 3 1 2 2 1 2 2 6 2 1 46 2 42 1 1 1 4 3 2 2 5 2 4 2 2 2 47 2 60 1 1 1 4 1 3 1 1 2 2 6 1 1 48 2 47 1 1 1 2 1 2 2 1 2 3 3 2 2 49 2 45 1 4 1 5 2 2 1 1 2 3 4 2 2 50 2 50 1 5 1 2 1 2 1 3 2 3 14 3 1 51 2 49 1 5 1 4 2 2 1 1 2 3 3 2 2 52 2 55 1 1 1 3 4 2 1 1 2 3 13 1 1 53 2 47 1 1 1 5 2 2 2 1 1 2 3 2 2 54 2 60 1 1 1 2 1 3 2 1 2 4 27 3 1 55 2 48 1 2 1 5 4 2 2 1 2 3 3 2 1 56 2 53 1 2 1 4 4 3 1 1 1 2 8 1 2 57 2 56 1 2 1 3 3 3 2 2 3 5 25 3 1 58 2 62 2 2 1 2 5 4 2 2 1 4 16 3 1 59 2 64 1 1 1 3 1 3 2 1 1 2 3 2 2 60 2 48 1 1 1 4 1 2 2 1 1 3 7 1 1 61 2 45 1 1 1 3 1 2 2 1 1 3 38 3 3 62 2 43 1 1 1 2 1 2 1 1 2 2 3 2 2 63 2 36 1 3 1 5 2 2 2 1 2 2 5 2 1 64 2 56 1 1 1 4 1 2 1 1 2 3 3 2 2 65 2 50 1 1 1 2 1 2 2 3 1 4 17 3 2 66 2 62 1 1 1 3 1 2 1 2 1 4 12 1 1 67 2 46 1 3 1 4 4 2 2 1 2 2 5 2 1 68 2 50 1 1 1 4 1 2 1 1 1 3 7 1 1 69 2 59 1 1 1 3 1 3 1 2 1 4 10 3 1 70 2 48 1 1 1 2 1 2 2 2 1 4 3 2 2 71 2 51 2 1 1 5 2 2 1 1 1 2 8 1 1 72 2 38 1 1 1 4 1 2 1 1 1 2 4 2 1 73 2 45 1 1 1 5 1 2 2 1 1 2 3 2 1 74 2 46 1 1 1 4 2 2 2 5 2 4 25 3 1 75 2 46 1 2 1 4 1 2 2 1 2 2 4 2 1 76 2 55 1 2 1 3 1 2 2 1 2 4 20 3 2 77 2 34 1 1 1 3 1 2 2 5 2 4 29 3 1 78 2 67 1 1 1 4 5 3 1 1 2 2 4 2 1 79 3 35 1 1 1 5 2 2 2 1 2 2 3 2 1 80 3 56 1 1 1 2 1 3 1 2 1 4 19 3 1 81 3 42 1 1 1 4 4 2 1 1 1 3 13 1 2 82 3 43 1 2 1 5 1 2 2 4 2 4 17 3 1 83 3 64 1 2 1 4 4 3 2 4 1 4 29 3 1 84 3 53 1 1 1 5 2 2 1 1 1 2 3 1 1 85 3 60 1 1 1 4 3 2 2 1 1 2 7 2 2 86 3 45 1 1 1 5 4 2 1 4 2 4 8 1 1 87 3 50 1 1 1 3 1 3 1 2 2 4 18 3 1 88 3 34 1 5 1 4 1 2 2 1 2 2 3 2 2

89 3 56 1 1 1 5 1 2 2 1 2 5 5 1 3 90 3 61 1 1 1 3 1 2 1 2 2 4 15 3 1 91 3 48 1 4 1 3 1 3 1 1 1 3 10 1 1 92 3 59 1 1 1 4 1 2 1 2 1 4 4 2 2 93 3 27 1 1 1 4 4 1 1 1 2 2 5 2 1 94 3 46 1 1 1 5 2 2 2 1 2 2 5 2 1 95 3 45 1 2 2 2 1 2 1 2 1 4 5 1 3 96 3 64 1 1 1 2 1 2 1 1 2 5 27 3 1 97 3 41 1 1 1 3 1 2 1 1 2 5 4 2 2 98 3 39 1 2 1 4 3 2 2 1 1 2 5 2 1 99 3 30 1 1 1 3 1 2 1 1 2 3 10 1 2 100 3 56 1 1 1 3 1 3 2 2 2 4 7 1 1 101 3 62 1 1 1 4 1 2 2 2 2 4 21 3 1 102 3 55 1 1 1 4 1 3 2 2 2 4 15 3 1 103 3 43 1 1 1 4 1 2 2 1 2 2 6 2 1 104 3 32 1 5 1 3 1 2 2 1 2 3 12 1 1 105 3 50 1 3 1 5 2 2 1 2 2 4 14 1 1 106 3 70 1 4 1 4 4 3 2 4 2 4 3 2 2 107 3 59 2 5 1 2 3 4 2 2 3 5 11 1 1 108 3 45 1 4 1 3 1 2 2 4 2 4 10 1 1 109 3 35 1 4 1 3 1 2 1 1 2 3 5 2 1 110 3 50 1 1 1 3 3 2 1 1 2 3 4 2 2 111 4 56 1 1 1 5 4 3 1 1 3 5 19 3 1 112 4 63 1 3 1 4 1 3 1 4 2 4 6 2 1 113 4 73 1 1 1 2 5 3 1 1 1 5 12 1 1 114 4 72 1 1 1 1 3 3 1 5 2 5 4 1 3 115 4 34 1 1 1 3 1 2 2 2 2 4 18 3 1 116 4 56 1 1 2 4 3 2 2 4 1 4 14 3 1 117 4 52 1 5 1 4 4 2 1 1 1 3 20 3 1 118 4 28 1 1 1 5 4 1 1 1 2 2 6 1 1 119 4 50 1 2 1 4 3 2 1 1 1 2 5 2 2 120 4 43 1 5 1 5 1 2 1 1 1 2 17 1 1 121 4 61 2 1 1 4 5 2 2 1 2 3 24 3 1 122 4 53 1 3 1 4 2 2 1 1 1 5 4 2 2 123 4 31 1 1 1 5 2 1 1 1 2 3 2 2 2 124 4 37 1 5 1 4 1 2 1 1 2 4 23 3 1 125 4 34 1 1 1 3 1 2 2 1 2 4 15 1 1 126 4 56 1 1 1 3 1 2 2 1 2 3 11 1 1 127 4 35 1 1 1 4 3 2 1 1 2 4 26 3 1 128 4 52 1 2 1 4 1 2 2 1 1 3 7 1 2 129 4 43 1 2 1 5 2 2 2 2 2 4 10 1 3 130 4 43 1 1 1 5 2 2 1 1 3 3 28 3 1 131 4 69 1 1 1 2 1 3 2 5 2 5 3 2 3 132 5 67 2 2 1 3 5 3 1 3 2 5 4 2 3 133 5 75 1 4 1 1 5 3 1 2 3 5 11 1 3 134 5 41 1 2 1 4 1 2 1 2 3 5 12 1 1

135 5 50 1 1 1 5 2 2 2 3 2 5 7 2 1 136 5 62 1 4 1 2 3 3 2 3 2 5 10 2 3 137 5 37 1 5 1 2 1 2 2 1 2 3 8 1 1 138 5 67 1 1 1 4 3 3 2 1 2 3 12 1 1 139 5 40 1 1 1 4 4 2 2 4 1 4 6 2 3 140 5 41 1 1 1 3 1 2 1 1 2 3 8 1 1 141 5 43 1 2 1 3 1 2 1 1 1 2 5 2 1 142 5 45 1 2 1 4 4 2 1 2 2 4 13 1 1 143 5 22 1 1 1 4 5 1 2 1 2 2 5 2 2 144 5 70 1 2 1 2 5 3 1 3 1 3 9 1 1 145 5 68 2 1 1 3 3 2 1 1 2 2 7 1 1 146 5 52 1 2 1 1 1 3 1 2 3 5 34 3 1 147 5 72 1 1 1 2 5 3 2 2 3 5 16 1 1 148 5 66 1 3 1 2 1 3 2 4 2 4 7 2 2 149 5 36 1 2 1 2 1 2 1 1 2 5 8 1 3 150 5 56 1 1 1 5 4 2 1 4 1 4 12 3 1 151 5 41 1 1 1 2 1 2 1 1 2 3 10 1 1 152 5 45 1 3 1 4 3 2 1 1 2 3 2 2 2 153 5 61 1 5 1 3 1 2 1 1 2 2 4 2 1 154 5 45 1 1 1 2 5 3 2 4 2 4 30 3 1 155 5 65 1 4 1 2 1 3 2 2 2 4 31 3 1 156 5 43 1 3 1 5 2 2 2 4 2 4 28 3 1

Lampiran 3. Hasil Pengolahan Data Secara Statistik Frequency Table Tahun penderita berobat ke RS 2005 2006 2007 2008 2009 Frequency Percent Percent Percent 40 25.6 25.6 25.6 38 24.4 24.4 50.0 32 20.5 20.5 70.5 21 13.5 13.5 84.0 25 16.0 16.0 100.0 <=40 >40 Umur Penderita Frequency Percent Percent Percent 30 19.2 19.2 19.2 126 80.8 80.8 100.0 Jenis Kelamin Penderita Perempuan Laki-laki Frequency Percent Percent Percent 149 95.5 95.5 95.5 7 4.5 4.5 100.0 Batak Jawa Melayu Minang Aceh Suku penderita Frequency Percent Percent Percent 89 57.1 57.1 57.1 30 19.2 19.2 76.3 12 7.7 7.7 84.0 10 6.4 6.4 90.4 15 9.6 9.6 100.0

Islam Kristen Protestan Agama penderita Frequency Percent Percent Percent 152 97.4 97.4 97.4 4 2.6 2.6 100.0 Tidak Tamat SD SD SLTP SLTA Akademi/PT Pendidikan Penderita Frequency Percent Percent Percent 5 3.2 3.2 3.2 25 16.0 16.0 19.2 41 26.3 26.3 45.5 52 33.3 33.3 78.8 33 21.2 21.2 100.0 Pekerjaan Penderita Ibu Rumah Tangga Pegawai Negeri Sipil Wiraswasta Pegawai Swasta Lain-lain Frequency Percent Percent Percent 81 51.9 51.9 51.9 22 14.1 14.1 66.0 21 13.5 13.5 79.5 21 13.5 13.5 92.9 11 7.1 7.1 100.0 Belum Kawin Kawin Janda Duda Status Perkawinan Penderita Frequency Percent Percent Percent 5 3.2 3.2 3.2 110 70.5 70.5 73.7 39 25.0 25.0 98.7 2 1.3 1.3 100.0 Kota Medan Luar Kota Medan Tempat Tinggal Penderita Frequency Percent Percent Percent 81 51.9 51.9 51.9 75 48.1 48.1 100.0

benjolan dan nyeri di payudara Benjolan dan luka payudara benjolan dan puting keluar cairan luka payudara benjolan+luka+puting keluar cairan Keluhan Utama Penderita Frequency Percent Percent 95 60.9 60.9 60.9 26 16.7 16.7 77.6 9 5.8 5.8 83.3 18 11.5 11.5 94.9 8 5.1 5.1 100.0 Percent Letak Kanker Payudara kanan Payudara kiri Payudara kanan dan kiri Frequency Percent Percent Percent 52 33.3 33.3 33.3 94 60.3 60.3 93.6 10 6.4 6.4 100.0 Stadium I Stadium II Stadium IIIA Stadium IIIB Stadium IV Stadium Klinik Frequency Percent Percent Percent 5 3.2 3.2 3.2 41 26.3 26.3 29.5 39 25.0 25.0 54.5 51 32.7 32.7 87.2 20 12.8 12.8 100.0 Operasi Kemoterapi Operasi dan Kemoterapi Frequency Percent Percent Percent 53 34.0 34.0 34.0 64 41.0 41.0 75.0 39 25.0 25.0 100.0

Descriptives Lama Rawatan Mean 95% Confidence Interval for Mean Lower Bound Upper Bound Statistic Std. Error 10.05.622 8.82 11.28 5% Trimmed Mean Median Variance Std. Deviation Minimum Maximum Range Interquartile Range Skewness Kurtosis 9.34 7.50 60.320 7.767 2 38 36 9.00 1.366.194 1.342.386 PBJ PAPS Meninggal Keadaan Frequency Percent Percent Percent 102 65.4 65.4 65.4 38 24.4 24.4 89.7 16 10.3 10.3 100.0 Crosstabs Stadium Klinik * Umur Penderita Crosstabulation Stadium Klinik Stadium dini Stadium lanjut Expected Umur Penderita % of Expected Umur Penderita % of Expected Umur Penderita % of Umur Penderita <=40 >40 13 33 46 8.8 37.2 46.0 28.3% 71.7% 100.0% 43.3% 26.2% 29.5% 8.3% 21.2% 29.5% 17 93 110 21.2 88.8 110.0 15.5% 84.5% 100.0% 56.7% 73.8% 70.5% 10.9% 59.6% 70.5% 30 126 156 30.0 126.0 156.0 19.2% 80.8% 100.0% 100.0% 100.0% 100.0% 19.2% 80.8% 100.0%

Pearson Chi-Square Continuity Correction a Likelihood Ratio Fisher's Exact Test Linear-by-Linear Association N of Cases Chi-Square Tests Asymp. Sig. Value df (2-sided) 3.425 b 1.064 2.650 1.104 3.250 1.071 3.403 1.065 156 a. Computed only for a 2x2 table Exact Sig. (2-sided) Exact Sig. (1-sided).076.054 b. 0 cells (.0%) have expected count less than 5. The minimum expected count is 8.85. Crosstabs Stadium Klinik * Jenis Kelamin Penderita Crosstabulation Stadium Klinik Stadium dini Stadium lanjut Expected Jenis Kelamin Penderita % of Expected Jenis Kelamin Penderita % of Expected Jenis Kelamin Penderita % of Jenis Kelamin Penderita Perempuan Laki-laki 44 2 46 43.9 2.1 46.0 95.7% 4.3% 100.0% 29.5% 28.6% 29.5% 28.2% 1.3% 29.5% 105 5 110 105.1 4.9 110.0 95.5% 4.5% 100.0% 70.5% 71.4% 70.5% 67.3% 3.2% 70.5% 149 7 156 149.0 7.0 156.0 95.5% 4.5% 100.0% 100.0% 100.0% 100.0% 95.5% 4.5% 100.0% Chi-Square Tests Pearson Chi-Square Continuity Correction a Likelihood Ratio Fisher's Exact Test Linear-by-Linear Association N of Cases Asymp. Sig. Value df (2-sided).003 b 1.957.000 1 1.000.003 1.957.003 1.957 156 a. Computed only for a 2x2 table Exact Sig. (2-sided) Exact Sig. (1-sided) 1.000.660 b. 2 cells (50.0%) have expected count less than 5. The minimum expected count is 2.06.

Crosstabs Stadium Klinik * Pendidikan Penderita Crosstabulation Stadium Klinik Stadium dini Stadium lanjut Expected Pendidikan Penderita Expected Pendidikan Penderita Expected Pendidikan Penderita Pendidikan Penderita Pendidikan Pendidikan Pendidikan rendah menengah tinggi 10 20 16 46 20.9 15.3 9.7 46.0 21.7% 43.5% 34.8% 100.0% 14.1% 38.5% 48.5% 29.5% 61 32 17 110 50.1 36.7 23.3 110.0 55.5% 29.1% 15.5% 100.0% 85.9% 61.5% 51.5% 70.5% 71 52 33 156 71.0 52.0 33.0 156.0 45.5% 33.3% 21.2% 100.0% 100.0% 100.0% 100.0% 100.0% Chi-Square Tests Pearson Chi-Square Likelihood Ratio Linear-by-Linear Association N of Cases Asymp. Sig. Value df (2-sided) 15.844 a 2.000 16.482 2.000 14.930 1.000 156 a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 9.73.

Crosstabs * Stadium Klinik Crosstabulation Penatalaksanaan Medis Operasi Kemoterapi Operasi dan Kemoterapi Expected Expected Expected Expected Stadium Klinik Stadium Stadium dini lanjut 11 42 53 15.6 37.4 53.0 20.8% 79.2% 100.0% 23.9% 38.2% 34.0% 35 29 64 18.9 45.1 64.0 54.7% 45.3% 100.0% 76.1% 26.4% 41.0% 0 39 39 11.5 27.5 39.0.0% 100.0% 100.0%.0% 35.5% 25.0% 46 110 156 46.0 110.0 156.0 29.5% 70.5% 100.0% 100.0% 100.0% 100.0% Pearson Chi-Square Likelihood Ratio Linear-by-Linear Association N of Cases Chi-Square Tests Asymp. Sig. Value df (2-sided) 37.800 a 2.000 46.922 2.000 2.487 1.115 156 a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 11.50. T-Test Group Statistics Lama Rawatan Stadium Klinik Stadium dini Stadium lanjut Std. Error N Mean Std. Deviation Mean 46 5.24 2.609.385 110 12.06 8.313.793

Lama Rawatan Equal variances assumed Equal variances not assumed Levene's Test for Equality of Variances F Sig. Independent Samples Test t df Sig. (2-tailed) t-test for Equality of Means Mean Difference 95% Confidence Interval of the Std. Error Difference Difference Lower Upper 38.164.000-5.448 154.000-6.82 1.253-9.299-4.350-7.746 146.688.000-6.82.881-8.566-5.083 Crosstabs Keadaan * Stadium Klinik Crosstabulation Keadaan Sewaktu Pulang PBJ PAPS Meninggal Expected Keadaan Expected Keadaan Expected Keadaan Expected Keadaan Stadium Klinik Stadium Stadium dini lanjut 32 70 102 30.1 71.9 102.0 31.4% 68.6% 100.0% 69.6% 63.6% 65.4% 14 24 38 11.2 26.8 38.0 36.8% 63.2% 100.0% 30.4% 21.8% 24.4% 0 16 16 4.7 11.3 16.0.0% 100.0% 100.0%.0% 14.5% 10.3% 46 110 156 46.0 110.0 156.0 29.5% 70.5% 100.0% 100.0% 100.0% 100.0% Chi-Square Tests Value df Asymp. Sig. (2-sided) Pearson Chi-Square 7.854 a 2.020 Likelihood Ratio 12.300 2.002 Linear-by-Linear Association 2.986 1.084 N of Cases 156 a. 1 cells (16.7%) have expected count less than 5. The minimum expected count is 4.72.

Crosstabs Keadaan * Crosstabulation Keadaan Sewaktu Pulang PBJ PAPS Meninggal Expected Keadaan Expected Keadaan Expected Keadaan Expected Keadaan Operasi dan Operasi Kemoterapi Kemoterapi 40 27 35 102 34.7 41.8 25.5 102.0 39.2% 26.5% 34.3% 100.0% 75.5% 42.2% 89.7% 65.4% 4 32 2 38 12.9 15.6 9.5 38.0 10.5% 84.2% 5.3% 100.0% 7.5% 50.0% 5.1% 24.4% 9 5 2 16 5.4 6.6 4.0 16.0 56.3% 31.3% 12.5% 100.0% 17.0% 7.8% 5.1% 10.3% 53 64 39 156 53.0 64.0 39.0 156.0 34.0% 41.0% 25.0% 100.0% 100.0% 100.0% 100.0% 100.0% Chi-Square Tests Pearson Chi-Square Likelihood Ratio Linear-by-Linear Association N of Cases Asymp. Sig. Value df (2-sided) 42.685 a 4.000 43.982 4.000 2.285 1.131 156 a. 1 cells (11.1%) have expected count less than 5. The minimum expected count is 4.00.