Lampiran 1. Perhitungan Metode Least Squares N X Y XY X 2 2006 1 24 24 1 2007 2 21 42 4 2008 3 22 66 9 2009 4 11 44 16 2010 5 33 165 25 Total 15 111 341 55 Diketahui : X = 15 Y = 111 XY = 341 X 2 = 55 N = 5 Rumus Metode Least Square I Y =Na + X b 111 = 5a + 15b Rumus Metode Least Square II XY = X a + X 2 b 341 = 15a + 55b Persamaan I 111 = 5a + 15b (x3) 333 = 15a + 45b Persaamaan II 341 = 15a + 55b (x1) 341 = 15a + 55b 8 = 106 b = 0,8 341 = 15a + 55b 341 = 15a + 55 (0,8) 341 = 15a + 45 15a = 297 a = 19,8 y = a + bx y = 19,8 + 0,8x Untuk X = 1, maka y = 19,8 + 0,8x (1) = 20,6 X = 2, maka y = 19,8 + 0,8x (2) = 21,4 X = 3, maka y = 19,8 + 0,8x (3) = 22,2 X = 4, maka y = 19,8 + 0,8x (4) = 23,0 X = 5, maka y = 19,8 + 0,8x (5) = 23,8
No Umur (tahun) UmurK UmurS Sex Agama Pkrjaan Stts Kwn Tmpt Tgl Kel Utma Ltk Btu Rwyt Lma Rwtn KSP PM 1 57 3 5 2 1 2 1 2 1 1 4 5 1 1 2 58 3 5 1 1 1 1 2 2 2 3 9 1 1 3 60 3 6 1 1 1 1 2 2 1 3 4 2 2 4 47 2 4 2 1 4 1 2 2 1 4 3 2 2 5 40 2 4 2 1 4 1 2 1 2 4 5 3 2 6 46 2 4 2 1 4 1 1 1 2 3 3 3 2 7 54 3 5 1 1 2 1 2 1 1 4 7 2 1 8 63 3 6 2 1 4 1 2 2 1 4 4 3 2 9 43 2 4 1 1 2 1 2 1 1 4 7 1 1 10 44 2 4 1 1 2 1 1 2 2 4 8 1 2 11 38 2 3 1 1 2 1 2 2 1 4 3 2 2 12 45 2 4 1 1 2 1 2 2 1 4 14 2 1 13 51 3 5 1 1 2 1 2 2 1 4 7 2 2 14 57 3 5 1 1 2 1 2 1 1 4 4 1 1 15 69 3 6 1 1 2 1 1 2 1 4 5 1 2 16 39 2 3 1 1 2 1 1 1 1 4 5 1 2 17 46 2 4 1 1 2 1 1 2 1 4 3 1 2 18 20 1 2 2 1 5 2 1 2 1 4 4 2 2 19 60 3 6 1 1 1 1 1 2 1 3 2 3 2 20 57 3 5 1 2 1 1 2 2 1 3 16 1 2 21 52 3 5 1 1 2 1 1 2 1 3 13 2 2 22 64 3 6 1 1 3 1 1 2 2 3 9 1 1 23 74 3 7 2 1 1 1 1 1 1 4 4 2 2 24 51 3 5 1 1 2 1 2 2 1 3 10 2 2 25 44 2 4 2 1 2 1 1 2 1 4 8 2 2 26 42 2 4 1 2 2 1 2 2 1 3 5 2 2 27 44 2 4 2 1 2 1 1 1 1 2 10 2 2 28 40 2 4 1 1 2 1 2 1 1 2 9 2 1 29 34 2 3 1 1 2 1 1 2 1 2 3 1 1 30 38 2 3 2 2 4 1 2 1 2 1 17 1 2 31 55 3 5 1 1 2 1 2 1 1 4 22 2 2 32 52 3 5 1 1 2 1 2 2 1 2 14 2 1 33 63 3 6 1 1 1 1 2 2 1 4 8 2 2 34 55 3 5 2 2 2 1 2 2 1 3 6 2 2 35 69 3 6 1 1 1 1 2 2 1 3 38 1 1 36 43 2 4 1 1 2 1 1 2 1 4 6 2 2 37 38 2 3 1 1 2 1 2 2 2 2 10 2 2
38 37 2 3 1 1 2 1 2 1 2 4 8 2 2 39 50 2 5 2 1 4 1 2 1 1 4 11 2 1 40 14 1 1 1 1 5 2 2 2 2 2 10 2 2 41 58 3 5 1 1 1 1 1 2 1 4 31 1 1 42 40 2 4 1 2 1 1 1 2 1 4 3 3 2 43 37 2 3 2 1 4 1 2 1 1 4 10 1 2 44 43 2 4 1 2 2 1 2 1 2 4 18 1 2 45 77 3 7 1 1 1 1 2 2 1 4 22 1 2 46 43 2 4 1 2 2 1 2 2 1 4 4 2 2 47 46 2 4 1 1 2 1 2 2 2 2 5 2 2 48 60 3 6 1 1 1 1 2 2 1 1 8 2 2 49 43 2 4 1 2 2 1 2 2 1 4 11 3 2 50 63 3 6 1 1 1 1 2 2 1 4 6 1 2 51 38 2 3 1 1 2 1 2 2 1 4 2 2 2 52 42 2 4 2 1 4 1 2 1 1 4 13 2 2 53 46 2 4 2 2 4 1 1 2 1 4 8 2 2 54 38 2 3 1 1 2 1 2 1 1 1 9 2 2 55 39 2 3 1 1 2 1 2 2 2 3 8 3 2 56 44 2 4 1 2 2 1 2 2 1 3 8 2 1 57 53 3 5 1 1 2 1 2 2 1 2 7 2 2 58 46 2 4 1 1 2 1 2 2 2 4 59 1 1 59 38 2 3 1 2 2 1 2 2 1 3 12 2 2 60 48 2 4 1 1 2 1 2 2 1 4 5 2 2 61 38 2 3 2 1 4 1 2 2 1 4 4 2 2 62 36 2 3 1 1 2 1 2 2 1 4 8 2 2 63 40 2 4 1 1 2 1 2 2 1 4 6 2 2 64 42 2 4 2 1 4 1 2 2 1 4 14 2 1 65 50 2 5 1 1 2 1 2 2 1 2 27 1 2 66 49 2 4 1 1 2 1 2 2 1 4 22 2 1 67 56 3 5 1 1 2 1 1 2 1 3 6 1 2 68 73 3 7 1 1 1 1 2 1 1 2 26 1 1 69 72 3 7 1 1 1 1 2 2 1 3 3 2 2 70 72 3 7 1 1 1 1 2 2 1 3 9 2 2 71 71 3 7 1 1 1 1 2 2 1 2 7 2 2 72 56 3 5 1 1 2 1 1 2 1 4 4 2 2 73 53 3 5 1 1 1 1 2 2 2 2 3 3 2 74 50 2 5 1 1 2 1 2 2 2 3 20 1 1 75 50 2 5 1 1 2 1 2 2 1 2 5 2 2 76 50 2 5 1 1 2 1 2 2 1 2 23 2 1
77 38 2 3 1 1 2 1 2 1 1 2 11 2 2 78 55 3 5 1 1 2 1 2 1 2 2 13 2 1 79 40 2 4 1 1 2 1 2 2 1 4 4 2 2 80 51 3 5 1 1 2 1 2 2 1 3 8 2 2 81 78 3 7 1 1 1 1 1 2 1 3 16 2 2 82 39 2 3 2 2 4 1 2 2 1 3 28 1 1 83 49 2 4 1 1 2 1 1 2 1 2 6 2 2 84 49 2 4 1 1 2 1 1 2 1 4 3 2 2 85 56 3 5 2 2 4 1 2 2 1 4 16 2 1 86 38 2 3 1 1 1 1 1 1 1 4 7 2 2 87 38 2 3 2 1 4 1 2 2 1 2 19 2 1 88 21 1 2 1 1 5 2 2 2 1 2 17 2 2 89 42 2 4 1 1 2 1 2 2 1 2 3 2 2 90 41 2 4 1 1 2 1 2 2 1 3 16 2 2 91 42 2 4 1 1 2 1 2 1 1 4 5 1 2 92 38 2 3 1 1 1 1 2 2 1 4 8 2 2 93 75 3 7 1 1 1 1 2 2 1 4 15 3 2 94 54 3 5 1 1 2 1 2 1 1 2 9 2 2 95 51 3 5 1 1 2 1 2 2 1 4 20 2 1 96 69 3 6 2 1 4 1 2 2 1 4 6 2 2 97 20 1 2 2 1 2 2 1 1 1 4 3 2 2 98 62 3 6 2 1 1 1 2 1 1 4 5 2 2 99 50 2 5 1 1 2 1 2 2 2 4 15 2 2 100 43 2 4 1 1 2 1 2 2 1 4 25 3 1 101 65 3 6 1 1 2 1 2 2 1 4 3 2 2 102 49 2 4 1 1 2 1 1 2 1 1 12 2 2 103 44 2 4 2 1 4 1 1 2 1 1 5 2 2 104 49 2 4 1 1 2 1 1 2 1 2 13 2 2 105 39 2 3 1 1 2 1 2 2 1 2 5 2 2 106 53 3 5 1 1 2 1 2 2 1 3 7 2 2 107 41 2 4 2 1 1 1 2 2 1 2 13 2 2 108 41 2 4 2 1 1 1 2 2 1 1 6 2 1 109 40 2 4 1 1 2 1 1 1 1 2 11 2 2 110 39 2 3 1 1 2 1 1 2 1 2 8 2 2 111 63 3 6 1 1 1 1 2 1 1 2 9 2 2
Lampiran 3. Hasil Pengolahan Data Secara Statistik Frequency Table Frequencies Jenis Kelamin Frequency Laki-laki 85 76.6 76.6 76.6 Perempuan 26 23.4 23.4 100.0 Agama Islam Kristen(Protestan, Katolik) Total Frequency 98 88.3 88.3 88.3 13 11.7 11.7 100.0 111 100.0 100.0 Pekerjaan Frequency PNS/TNI/POLRI/ Pensiunan 25 22.5 22.5 22.5 Pegawai Swasta 66 59.5 59.5 82.0 Wiraswasta 1.9.9 82.9 IRT/Tidak Bekerja 16 14.4 14.4 97.3 Pelajar/Mahasiswa 3 2.7 2.7 100.0
Status Perkawinan Frequency Kawin 107 96.4 96.4 96.4 Tidak Kawin 4 3.6 3.6 100.0 Tempat Tinggal Frequency Kota Medan 29 26.1 26.1 26.1 Luar Kota Medan 82 73.9 73.9 100.0 Keluhan Utama Frequency 1 Keluhan 28 25.2 25.2 25.2 > 1 Keluhan 83 74.8 74.8 100.0 Letak Batu Pada Frequency Saluran Kemih Atas 94 84.7 84.7 84.7 Saluran Kemih Bawah 17 15.3 15.3 100.0
Riwayat Penyakit Terdahulu Frequency ISK 6 5.4 5.4 5.4 BSK 27 24.3 24.3 29.7 Dan Lain-Lain 23 20.7 20.7 50.5 Tidak Ada 55 49.5 49.5 100.0 Keadaan Sewaktu Pulang Frequency Sembuh 25 22.5 22.5 22.5 PBJ 76 68.5 68.5 91.0 PAPS 10 9.0 9.0 100.0 Penatalaksanaan medis Frequency Operasi 27 24.3 24.3 24.3 Tanpa operasi 84 75.7 75.7 100.0
Statistics Lama Rawatan Rata-Rata Pndrta BSK slma di RS N Mean Std. Deviation Variance Minimum Maximum Missing 111 0 10.32 8.333 69.436 2 59 Crosstabs
Umur dalam tahun berdasarkan sturgers * Jenis Kelamin Crosstabulation Umur Penderita BSK dalam tahun berdasarkan sturgers Total 1 2 3 4 5 6 7 Jenis Kelamin Penderita BSK Laki-laki Perempuan Total 1 0 1.8.2 1.0 1.2%.0%.9%.9%.0%.9% 1 2 3 2.3.7 3.0 1.2% 7.7% 2.7%.9% 1.8% 2.7% 15 5 20 15.3 4.7 20.0 17.6% 19.2% 18.0% 13.5% 4.5% 18.0% 27 11 38 29.1 8.9 38.0 31.8% 42.3% 34.2% 24.3% 9.9% 34.2% 24 4 28 21.4 6.6 28.0 28.2% 15.4% 25.2% 21.6% 3.6% 25.2% 10 3 13 10.0 3.0 13.0 11.8% 11.5% 11.7% 9.0% 2.7% 11.7% 7 1 8 6.1 1.9 8.0 8.2% 3.8% 7.2% 6.3%.9% 7.2% 85 26 111 85.0 26.0 111.0 100.0% 100.0% 100.0% 76.6% 23.4% 100.0%
Analisa Statistik Letak Batu Pada * Umur dalam tahun berdasarkan kategori Crosstabulation Letak Batu Pada Total Saluran Kemih Atas Saluran Kemih Bawah Pada % within Umur Penderita BSK dalam tahun berdasarkan kategori Pada % within Umur Penderita BSK dalam tahun berdasarkan kategori Pada % within Umur Penderita BSK dalam tahun berdasarkan kategori Umur dalam tahun berdasarkan kategori 1 2 3 Total 3 52 39 94 3.4 54.2 36.4 94.0 3.2% 55.3% 41.5% 100.0% 75.0% 81.3% 90.7% 84.7% 2.7% 46.8% 35.1% 84.7% 1 12 4 17.6 9.8 6.6 17.0 5.9% 70.6% 23.5% 100.0% 25.0% 18.8% 9.3% 15.3%.9% 10.8% 3.6% 15.3% 4 64 43 111 4.0 64.0 43.0 111.0 3.6% 57.7% 38.7% 100.0% 100.0% 100.0% 100.0% 100.0% 3.6% 57.7% 38.7% 100.0% Chi-Square Tests Value df Asymp. Sig. (2-sided) Pearson Chi-Square 2.070 a 2.355 Likelihood Ratio 2.163 2.339 Linear-by-Linear Association 2.028 1.154 N of Cases 111 a. 2 cells (33.3%) have expected count less than 5. The minimum expected count is.61.
Letak Batu Pada * Jenis Kelamin Crosstabulation Letak Batu Pada Total Saluran Kemih Atas Saluran Kemih Bawah Pada Pada Pada Jenis Kelamin Penderita BSK Laki-laki Perempuan Total 71 23 94 72.0 22.0 94.0 75.5% 24.5% 100.0% 83.5% 88.5% 84.7% 64.0% 20.7% 84.7% 14 3 17 13.0 4.0 17.0 82.4% 17.6% 100.0% 16.5% 11.5% 15.3% 12.6% 2.7% 15.3% 85 26 111 85.0 26.0 111.0 76.6% 23.4% 100.0% 100.0% 100.0% 100.0% 76.6% 23.4% 100.0% Chi-Square Tests Asymp. Sig. Value df (2-sided) Pearson Chi-Square.373 b 1.541 Continuity Correction a.090 1.764 Likelihood Ratio.394 1.530 Fisher's Exact Test Linear-by-Linear Association.370 1.543 N of Cases 111 a. Computed only for a 2x2 table Exact Sig. (2-sided) Exact Sig. (1-sided).758.397 b. 1 cells (25.0%) have expected count less than 5. The minimum expected count is 3.98.
Letak Batu Pada * Penatalaksanaan medis Crosstabulation Letak Batu Pada Total Saluran Kemih Atas Saluran Kemih Bawah Pada % within Penatalaksanaan medis Pada % within Penatalaksanaan medis Pada % within Penatalaksanaan medis Penatalaksanaan medis operasi tanpa operasi Total 22 72 94 22.9 71.1 94.0 23.4% 76.6% 100.0% 81.5% 85.7% 84.7% 19.8% 64.9% 84.7% 5 12 17 4.1 12.9 17.0 29.4% 70.6% 100.0% 18.5% 14.3% 15.3% 4.5% 10.8% 15.3% 27 84 111 27.0 84.0 111.0 24.3% 75.7% 100.0% 100.0% 100.0% 100.0% 24.3% 75.7% 100.0% Chi-Square Tests Asymp. Sig. Value df (2-sided) Pearson Chi-Square.282 b 1.595 Continuity Correction a.050 1.823 Likelihood Ratio.273 1.602 Fisher's Exact Test Linear-by-Linear Association.280 1.597 N of Cases 111 a. Computed only for a 2x2 table Exact Sig. (2-sided) Exact Sig. (1-sided).555.398 b. 1 cells (25.0%) have expected count less than 5. The minimum expected count is 4.14.
Letak Batu Pada * Keluhan Utama Crosstabulation Letak Batu Pada Total Saluran Kemih Atas Saluran Kemih Bawah Pada % within Keluhan Utama Pada % within Keluhan Utama Pada % within Keluhan Utama Keluhan Utama 1 Keluhan > 1 Keluhan Total 22 72 94 23.7 70.3 94.0 23.4% 76.6% 100.0% 78.6% 86.7% 84.7% 19.8% 64.9% 84.7% 6 11 17 4.3 12.7 17.0 35.3% 64.7% 100.0% 21.4% 13.3% 15.3% 5.4% 9.9% 15.3% 28 83 111 28.0 83.0 111.0 25.2% 74.8% 100.0% 100.0% 100.0% 100.0% 25.2% 74.8% 100.0% Chi-Square Tests Asymp. Sig. Value df (2-sided) Pearson Chi-Square 1.079 b 1.299 Continuity Correction a.541 1.462 Likelihood Ratio 1.017 1.313 Fisher's Exact Test Linear-by-Linear Association 1.069 1.301 N of Cases 111 a. Computed only for a 2x2 table Exact Sig. (2-sided) Exact Sig. (1-sided).363.226 b. 1 cells (25.0%) have expected count less than 5. The minimum expected count is 4.29.
Riwayat Penyakit Terdahulu * Keluhan Utama Crosstabulation Riwayat Penyakit Terdahulu Penderita BSK Total ISK BSK Dan Lain-Lain Tidak Ada % within Riwayat Penyakit Terdahulu % within Keluhan Utama % within Riwayat Penyakit Terdahulu % within Keluhan Utama % within Riwayat Penyakit Terdahulu % within Keluhan Utama % within Riwayat Penyakit Terdahulu % within Keluhan Utama % within Riwayat Penyakit Terdahulu % within Keluhan Utama Keluhan Utama 1 Keluhan > 1 Keluhan Total 2 4 6 1.5 4.5 6.0 33.3% 66.7% 100.0% 7.1% 4.8% 5.4% 1.8% 3.6% 5.4% 8 19 27 6.8 20.2 27.0 29.6% 70.4% 100.0% 28.6% 22.9% 24.3% 7.2% 17.1% 24.3% 1 22 23 5.8 17.2 23.0 4.3% 95.7% 100.0% 3.6% 26.5% 20.7%.9% 19.8% 20.7% 17 38 55 13.9 41.1 55.0 30.9% 69.1% 100.0% 60.7% 45.8% 49.5% 15.3% 34.2% 49.5% 28 83 111 28.0 83.0 111.0 25.2% 74.8% 100.0% 100.0% 100.0% 100.0% 25.2% 74.8% 100.0%
Pearson Chi-Square Likelihood Ratio Linear-by-Linear Association N of Cases Chi-Square Tests Asymp. Sig. Value df (2-sided) 6.744 a 3.081 8.683 3.034.047 1.828 111 a. 2 cells (25.0%) have expected count less than 5. The minimum expected count is 1.51. T-Test Group Statistics Lama Rawatan Rata-Rata Pndrta BSK slma di RS Penatalaksanaan medis operasi tanpa operasi Std. Error N Mean Std. Deviation Mean 27 17.04 12.299 2.367 84 8.15 5.022.548 Lama Rawatan Rata-Rata Pndrta BSK slma di RS 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 25.052.000 5.400 109.000 8.88 1.645 5.622 12.142 3.656 28.835.001 8.88 2.430 3.912 13.852