No Kasus :
No Kontrol :
KUESIONER PENELITIAN
FAKTOR RISIKO YANG MEMENGARUHI KEJADIAN KOMPLIKASI
GAGAL GINJAL PADA PENDERITA DM TIPE II
DI RSUD Dr. PIRNGADI MEDAN
TAHUN 2015
Mohon Bapak/Ibu untuk bersedia menjawab setiap pertanyaan dengan mengisi
titik-titik dan melingkari salah satu pada setiap kemungkinan jawaban yang menurut anda
paling tepat menggambarkan kondisi anda saat ini. Untuk setiap pertanyaan hanya
ada satu jawaban.
I. Identitas responden
a. No. Urut Responden
: ...
b. Tempat/Tanggal Lahir
: ...
c. Pendidikan
: ...
d. Pekerjaan
: ...
e. Alamat
: ...
II. Faktor risiko yang tidak dapat dimodifikasi
a. Umur
: ...
b. Jenis kelamin
: ...
c. Riwayat keluarga dengan diabetes
a. Ya, yaitu ...
b. Tidak
III. Faktor risiko yang dapat dimodifikasi
a. Aktifitas fisik
1. Apakah bapak/ibu ada melakukan aktifitas Fisik
a. Ya
b. Tidak
a. Teratur, jika bapak/ibu melakukan aktivitas baik olahraga rutin 3 kali
seminggu dan tidak ada jeda lebih dari 3 hari atau melakukan salah satu
pekerjaan di industri ringan, mahasiswa, militer yang tidak sedang
berperang, kerja rumah tangga, bersepeda, bowling, jalan cepat,
berkebun, golf atau sepatu roda atau pekerjaan rumah yang dilakukan
minimal 30 menit dalam sehari secara teratur.
b. Tidak teratur, jika bapak/ibu tidak pernah olahraga atau olahraga ringan
jika dilakukan 1-2 kali per minggu dan atau durasi kurang dari 30 menit
setiap melakukan olahraga atau melakukan pekerjaan seperti pegawai
kantor, guru, ahli hukum, sekretaris kantor, memancing atau supir.
b. Pola makan dengan metode food recall dengan tabel sebagai berikut :
Waktu/Makan
Nama
Masakan
Nama
Bahan
Masakan
Berat Bahan Makanan
Keterangan
URT
(Ukuran
Rumah
Tangga)
Gram Kalori
Pagi/Jam 6.30
WIB
Snack/Jam
09.30 WIB
Snack/Jam
15.30
Malam/Jam
18.30 WIB
Snack/Jam
21.30
c. Berapa lama bapak/ibu sudah menderita DM Tipe II sejak pertama kali didiagnosa?
...tahun
d. Kepatuhan minum obat
1. Apa obat yang bapak/ibu gunakan selama menderita DM?
a. Oral
b. Insulin
c. Keduanya
2. Apakah bapak/ibu mengunakan obat sesuai dengan jenis obat yang dianjurkan
dokter ?
a. Ya
b. Tidak
3. Apakah bapak/ibu mengunakan obat sesuai dengan resep obat yang dianjurkan
dokter?
a. Ya
b. Tidak
4. Apakah bapak/ibu mengunakan obat sesuai dengan dosis obat yang dianjurkan
dokter?
a. Ya
b. Tidak
a. Ya
b. Tidak
6. Apakah bapak/ibu mengunakan obat sesuai dengan waktu yang dianjurkan
dokter ?
a. Ya
b. Tidak
7. Apakah bapak/ibu pernah menganti obat sendiri?
a. Tidak
b. Ya
8. Seberapa sering bapak/ibu menganti obat sendiri?
...kali
9. Seberapa lama bapak/ibu pernah tidak minum obat dari resep dokter?
...
Kasus :
Kontrol :
Medan , ……….. 2015
Pewawancara,
Tabel Pengumpulan Data Variabel dari Rekam Medis
No Tgl Nama KGD HbA1c
Profil Lipid
TD
Peny.KV
Kadar
Mikroalbuminuria
Kol.Tot HDL LDL Triglis. Sistolik
Diastolik
Rata-rata
No Kasus :
Data Sampel Kasus dan Kontrol "Faktor Risiko Yang Memengaruhi Kejadian Komplikasi
Gagal Ginjal Pada Penderita DM Tipe II Di RSUD Dr. Pirngadi Medan Tahun 2015
No
Kelompok
FRYTBD
FRYBD
FLYTD
RK
KGD
HBA1c
Profil Lipid
AF TD PM
LMDM
KMO
KolTot
HDL
LDL Trig
RPK
1
0
1
1
1
1
0
0
1
1
0
1
0
0
1
2
0
0
0
1
1
0
0
0
0
0
0
1
1
1
3
0
1
0
0
0
1
1
1
0
0
0
1
0
1
4
0
1
1
1
0
1
0
0
0
1
0
0
0
1
5
0
0
0
0
1
0
0
0
0
0
0
0
0
0
6
0
1
0
0
1
1
1
1
0
0
0
0
0
1
7
0
0
0
0
0
1
1
0
0
1
0
0
0
0
8
0
0
1
1
0
0
0
1
1
1
0
0
1
0
9
0
0
0
0
0
0
0
0
1
0
0
0
1
1
10
0
1
1
1
1
1
1
1
0
1
0
0
1
0
11
0
1
0
0
0
0
1
0
1
0
0
0
0
0
12
0
0
0
0
1
1
1
1
1
0
0
0
0
0
13
0
1
0
0
0
0
0
0
1
0
0
0
0
0
14
0
0
0
0
0
0
0
1
0
0
0
1
0
1
15
0
1
1
1
1
1
0
0
0
0
0
1
0
1
16
0
0
0
0
0
0
0
0
0
0
0
1
0
0
17
0
0
0
0
0
0
0
0
0
0
0
0
0
1
18
0
0
1
1
0
0
0
0
0
0
0
1
0
1
19
0
1
0
0
0
0
0
0
1
0
1
0
0
0
20
0
1
0
0
0
0
0
0
0
0
0
0
0
1
21
0
1
1
1
1
1
1
1
1
1
1
0
0
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23
0
1
0
0
0
0
1
1
1
0
0
1
0
0
24
0
0
0
0
0
0
0
0
0
1
0
0
1
1
25
0
1
0
0
0
0
0
0
1
0
0
0
0
0
26
0
1
0
1
1
1
1
1
1
0
1
0
1
1
27
0
0
0
0
0
0
0
0
0
0
1
1
0
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
1
30
0
0
0
0
0
0
0
0
1
0
0
0
1
0
31
0
1
0
0
0
0
0
0
0
0
0
0
0
0
32
0
0
0
0
0
0
1
1
1
0
0
0
1
0
33
1
0
0
1
1
1
1
1
0
1
1
1
0
1
34
1
1
0
1
1
1
1
1
1
1
0
1
1
1
35
1
1
0
1
0
0
0
0
0
1
0
1
1
1
36
1
1
1
1
1
1
1
1
0
1
1
0
0
1
37
1
1
0
1
0
1
1
1
0
0
1
1
1
1
38
1
1
0
1
1
0
0
0
0
1
1
1
0
1
39
1
1
0
0
0
1
1
1
1
1
1
1
0
1
40
1
1
1
1
1
0
1
1
1
1
1
1
1
1
41
1
1
0
1
1
1
0
1
1
1
1
1
1
1
42
1
0
1
0
0
0
0
1
0
0
1
1
0
1
43
1
1
0
0
0
1
0
1
0
1
0
0
1
1
44
1
0
1
0
0
1
1
0
0
0
0
1
1
0
45
1
1
0
1
1
1
1
0
0
1
0
0
0
0
46
1
1
0
1
1
0
0
0
1
1
0
1
1
0
47
1
0
0
1
1
1
1
1
1
0
0
0
0
0
48
1
0
0
1
1
0
0
0
1
1
1
0
0
0
49
1
0
1
1
1
1
1
1
0
1
0
0
0
0
50
1
0
1
1
0
1
0
1
1
1
1
1
1
0
51
1
1
1
1
0
1
0
1
0
0
0
0
1
1
52
1
1
0
0
0
0
0
0
0
1
1
1
0
1
53
1
1
0
1
1
1
0
0
0
1
0
1
0
0
54
1
0
0
1
0
0
0
0
1
1
1
0
0
0
55
1
0
0
1
1
1
1
1
1
0
1
1
1
0
56
1
0
0
1
0
1
0
1
1
1
1
1
0
0
57
1
0
1
1
1
1
1
1
1
1
0
1
1
1
58
1
1
1
1
0
1
0
1
0
1
0
0
1
0
59
1
1
0
1
1
0
0
0
0
1
1
1
1
1
60
1
1
0
1
1
1
0
1
1
1
1
1
1
1
62
1
0
1
1
1
1
0
0
1
1
1
1
1
1
63
1
1
1
1
1
1
1
0
0
1
1
1
1
1
Lampiran : Hasil Statistik
UNIVARIAT
KARAKTERISTIK KASUS
1.
Faktor Risiko Yang Tidak Dapat Diubah
RiwayatkeluargaDM
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 16 50.0 50.0 50.0
Tidak 16 50.0 50.0 100.0
Total 32 100.0 100.0
2.
Faktor Risiko Yang Dapat Diubah
Kadarglukosadarah kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=200 mg/dl 25 78.1 78.1 78.1
<200 mg/dl 7 21.9 21.9 100.0
Total 32 100.0 100.0
HBA1c kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=6,5% 23 71.9 71.9 71.9 <6,5% 9 28.1 28.1 100.0
Total 32 100.0 100.0
Kolosteroltotal kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=200 mg/dl 23 71.9 71.9 71.9
<200 mg/dl 9 28.1 28.1 100.0
HDL kategorik
Frequency Percent Valid Percent
Cumulative Percent
Valid <=45 mg/dl 23 71.9 71.9 71.9
>45 mg/dl 9 28.1 28.1 100.0
Total 32 100.0 100.0
LDL kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=100 mg/dl 22 68.8 68.8 68.8
< 100 mg/dl 10 31.2 31.2 100.0
Total 32 100.0 100.0
Trigliserida Kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=100 mg/dl 21 65.6 65.6 65.6
< 100 mg/dl 11 34.4 34.4 100.0
Total 32 100.0 100.0
Melakukanaktifitasfisik
Frequency Percent Valid Percent
Cumulative Percent
Valid Tidak 18 56.2 56.2 56.2
Ya 14 43.8 43.8 100.0
Total 32 100.0 100.0
Tekanandarah
Frequency Percent Valid Percent
Cumulative Percent
Valid TDT 25 78.1 78.1 78.1
TDR 7 21.9 21.9 100.0
lamamenderitaDM kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=10 tahun 24 75.0 75.0 75.0
< 10 tahun 8 25.0 25.0 100.0
Total 32 100.0 100.0
Polamakan kategorik
Frequency Percent Valid Percent
Cumulative Percent
Valid >=2015 kkal 27 84.4 84.4 84.4
<2015 kkal 5 15.6 15.6 100.0
Total 32 100.0 100.0
Skorkepatuhanminumobat
Frequency Percent Valid Percent
Cumulative Percent
Valid <9 23 71.9 71.9 71.9
9 9 28.1 28.1 100.0
Total 32 100.0 100.0
3.
Faktor Lain Yang Terkait Dengan Risiko DM Tipe II Komplikasi Gagal
Ginjal
Riwayatpenyakitkardiovaskuler
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 17 53.1 53.1 53.1
Tidak 15 46.9 46.9 100.0
KARAKTERISTIK KONTROL
1.
Faktor Risiko Yang Tidak Dapat Diubah
RiwayatkeluargaDM
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 12 37.5 37.5 37.5
Tidak 20 62.5 62.5 100.0
Total 32 100.0 100.0
2.
Faktor Risiko Yang Dapat Diubah
Kadarglukosadarah kategori
Frequency Percent Valid Percent
Cumulative
Frequency Percent Valid Percent
Cumulative
Frequency Percent Valid Percent
Cumulative
Frequency Percent Valid Percent
Cumulative Percent
Valid <=45 mg/dl 9 28.1 28.1 28.1
>45 mg/dl 23 71.9 71.9 100.0
LDL kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=100 mg/dl 17 53.1 53.1 53.1
< 100 mg/dl 15 46.9 46.9 100.0
Total 32 100.0 100.0
Trigliserida Kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=100 mg/dl 13 40.6 40.6 40.6
< 100 mg/dl 19 59.4 59.4 100.0
Total 32 100.0 100.0
Melakukanaktifitasfisik
Frequency Percent Valid Percent
Cumulative Percent
Valid Tidak 17 53.1 53.1 53.1
Ya 15 46.9 46.9 100.0
Total 32 100.0 100.0
Tekanandarah
Frequency Percent Valid Percent
Cumulative Percent
Valid TDT 6 18.8 18.8 18.8
TDR 26 81.2 81.2 100.0
Total 32 100.0 100.0
lamamenderitaDM kategori
Frequency Percent Valid Percent
Cumulative Percent
Valid >=10 tahun 9 28.1 28.1 28.1
< 10 tahun 23 71.9 71.9 100.0
Polamakan kategorik
Frequency Percent Valid Percent
Cumulative Percent
Valid >=2015 kkal 12 37.5 37.5 37.5
<2015 kkal 20 62.5 62.5 100.0
Total 32 100.0 100.0
Skorkepatuhanminumobat
Frequency Percent Valid Percent
Cumulative Percent
Valid <9 14 43.8 43.8 43.8
9 18 56.2 56.2 100.0
Total 32 100.0 100.0
3.
Faktor Lain Yang Terkait Dengan Risiko DM Tipe II
Komplikasi Gagal Ginjal
Riwayatpenyakitkardiovaskuler
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 13 40.6 40.6 40.6 Tidak 19 59.4 59.4 100.0
ANALISIS BIVARIAT
a.
Data Kategorik
RiwayatkeluargaDM * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
RiwayatkeluargaDM Ya Count 16 12 28
Expected Count 14.0 14.0 28.0
% within kelompok kategori 50.0% 37.5% 43.8%
Tidak Count 16 20 36
Expected Count 18.0 18.0 36.0
% within kelompok kategori 50.0% 62.5% 56.2%
Total Count 32 32 64
Expected Count 32.0 32.0 64.0 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Exact Sig. (2-sided)
Exact Sig. (1-sided)
Pearson Chi-Square 1.016a 1 .313
Continuity Correctionb .571 1 .450
Likelihood Ratio 1.019 1 .313
Fisher's Exact Test .450 .225
Linear-by-Linear Association 1.000 1 .317
N of Valid Casesb 64
Kadarglukosadarah kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Kadarglukosadarah kategori >=200 mg/dl Count 25 21 46
Expected Count 23.0 23.0 46.0
% within kelompok kategori 78.1% 65.6% 71.9%
<200 mg/dl Count 7 11 18
Expected Count 9.0 9.0 18.0
% within kelompok kategori 21.9% 34.4% 28.1%
Total Count 32 32 64
Expected Count 32.0 32.0 64.0
% within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Value df
Asymp. Sig.
(2-sided)
Exact Sig.
(2-sided)
Exact Sig.
(1-sided)
Pearson Chi-Square 1.237a 1 .266
Continuity Correctionb .696 1 .404
Likelihood Ratio 1.245 1 .265
Fisher's Exact Test .405 .202
Linear-by-Linear Association 1.217 1 .270
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 9.00.
HBA1c kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
HBA1c kategori >=6,5% Count 23 4 27 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Pearson Chi-Square 23.127a
1 .000 Continuity Correctionb 20.757 1 .000
Likelihood Ratio 25.016 1 .000
Fisher's Exact Test .000 .000
Linear-by-Linear Association 22.766 1 .000
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 13.50. b. Computed only for a 2x2 table
Kolosteroltotal kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Kolosteroltotal kategori >=200 mg/dl Count 23 13 36
Kolosteroltotal kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Kolosteroltotal kategori >=200 mg/dl Count 23 13 36
Expected Count 18.0 18.0 36.0 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Continuity Correctionb 5.143 1 .023
Likelihood Ratio 6.466 1 .011
Fisher's Exact Test .023 .011
Linear-by-Linear Association 6.250 1 .012
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 14.00. b. Computed only for a 2x2 table
HDL kategorik * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Chi-Square Tests
Continuity Correctionb 10.562 1 .001
Likelihood Ratio 12.674 1 .000
Fisher's Exact Test .001 .000
Linear-by-Linear Association 12.059 1 .001
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 16.00. b. Computed only for a 2x2 table
LDL kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
LDL kategori >=100 mg/dl Count 22 17 39 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Continuity Correctionb 1.050 1 .305
Likelihood Ratio 1.650 1 .199
Fisher's Exact Test .305 .153
Linear-by-Linear Association 1.615 1 .204
N of Valid Casesb 64
Trigliserida Kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Trigliserida Kategori >=100 mg/dl Count 21 13 34 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Continuity Correctionb 3.075 1 .080
Likelihood Ratio 4.059 1 .044
Fisher's Exact Test .079 .039
Linear-by-Linear Association 3.953 1 .047
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 15.00. b. Computed only for a 2x2 table
Melakukanaktifitasfisik * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Melakukanaktifitasfisik Tidak Count 18 17 35
Chi-Square Tests
Continuity Correctionb .000 1 1.000
Likelihood Ratio .063 1 .802
Fisher's Exact Test 1.000 .500
Linear-by-Linear Association .062 1 .803
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 14.50. b. Computed only for a 2x2 table
Tekanandarah * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Tekanandarah TDT Count 25 6 31 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Pearson Chi-Square 22.585a
1 .000
Continuity Correctionb 20.270 1 .000
Likelihood Ratio 24.155 1 .000
Fisher's Exact Test .000 .000
Linear-by-Linear Association 22.232 1 .000
N of Valid Casesb 64
lamamenderitaDM kategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
lamamenderitaDM kategori >=10 tahun Count 24 9 33
Expected Count 16.5 16.5 33.0
% within kelompok kategori 75.0% 28.1% 51.6%
< 10 tahun Count 8 23 31
Expected Count 15.5 15.5 31.0
% within kelompok kategori 25.0% 71.9% 48.4%
Total Count 32 32 64
Expected Count 32.0 32.0 64.0 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Exact Sig. (2-sided)
Exact Sig. (1-sided)
Pearson Chi-Square 14.076a 1 .000
Continuity Correctionb 12.262 1 .000
Likelihood Ratio 14.647 1 .000
Fisher's Exact Test .000 .000
Linear-by-Linear Association 13.856 1 .000
N of Valid Casesb 64
Chi-Square Tests
Value Df
Asymp. Sig.
(2-sided)
Exact Sig.
(2-sided)
Exact Sig.
(1-sided)
Pearson Chi-Square 14.769a 1 .000
Continuity Correctionb 12.866 1 .000
Likelihood Ratio 15.558 1 .000
Fisher's Exact Test .000 .000
Linear-by-Linear Association 14.538 1 .000
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 12.50.
b. Computed only for a 2x2 table
Polamakankategori * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Polamakan kategorik >=2015 kkal Count 27 12 39
Expected Count 19.5 19.5 39.0
% within kelompok kategori 84.4% 37.5% 60.9%
<2015 kkal Count 5 20 25
Expected Count 12.5 12.5 25.0
% within kelompok kategori 15.6% 62.5% 39.1%
Total Count 32 32 64
Expected Count 32.0 32.0 64.0
Skorkepatuhanminumobat * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Skorkepatuhanminumobat <9 Count 23 14 37
Expected Count 18.5 18.5 37.0 % within kelompok kategori 100.0% 100.0% 100.0%
Chi-Square Tests
Pearson Chi-Square 5.189a
1 .023 Continuity Correctionb 4.100 1 .043
Likelihood Ratio 5.269 1 .022
Fisher's Exact Test .042 .021
Linear-by-Linear Association 5.108 1 .024
N of Valid Casesb 64
a. 0 cells (.0%) have expected count less than 5. The minimum expected count is 13.50. b. Computed only for a 2x2 table
Riwayatpenyakitkardiovaskuler * kelompok kategori Crosstabulation
kelompok kategori
Total Kasus Kontrol
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Exact Sig. (2-sided)
Exact Sig. (1-sided)
Pearson Chi-Square 1.004a 1 .316
Continuity Correctionb .565 1 .452
Likelihood Ratio 1.007 1 .316
Fisher's Exact Test .453 .226
Linear-by-Linear Association .988 1 .320
N of Valid Casesb 64
Menghitung OR matching
a.
Riwayat Keluarga
Tabel Distribusi Riwayat Keluarga
Riwayat Keluarga
Kasus
Kontrol
n
%
n
%
Ya
16
50,0
12
37,5
Tidak
16
50,0
20
62,5
Jumlah
32
100,0
32
100,0
Tabel Matching Riwayat Keluarga
Kasus
2.
Confidence Interval (CI)
F = 1,96
�
b.
Glukosa Darah
Tabel Distribusi Glukosa Darah
Glukosa Darah
Kasus
Kontrol
n
%
n
%
Tidak Baik (
≥200mg/dl)
25
78,1
21
65,6
Baik (<200mg/dl)
7
21,9
11
34,4
Tabel Matching Glukosa Darah
Tabel Distribusi HbA1c
HbA1c
Kasus
Kontrol
n
%
n
%
Tidak Baik (
≥6,5%)
23
71,9
4
12,5
Baik (<6,5%)
9
28,1
28
87,5
Jumlah
32
100,0
32
100,0
Tabel Matching HbA1c
Kasus
d.
Kolesterol Total
Tabel Distribusi Kolesterol Total
Kolesterol Total
Kasus
Kontrol
n
%
n
%
Tidak Baik (
≥200mg/dl)
23
71,9
13
40,6
Baik (<200mg/dl)
9
28,1
19
59,4
Jumlah
32
100,0
32
100,0
Tabel Matching Kolesterol Total
Kasus
Kontrol
+
-
+
36
42
1.
OR = 1,90
2.
CI = 1,78-4,86
e.
HDL
Tabel Distribusi HDL
HDL
Kasus
Kontrol
n
%
n
%
Tidak Baik (
≤45mg/dl)
23
71,9
9
28,1
Baik (>45mg/dl)
9
28,1
23
71,9
Jumlah
32
100,0
32
100,0
Tabel Matching HDL
Kasus
Kontrol
+
-
+
32
46
-
18
32
1.
OR = 2,55
2.
CI = 1,53-4,24
f.
LDL
Tabel Distribusi LDL
LDL
Kasus
Kontrol
N
%
n
%
Tidak Baik (
≥100mg/dl)
22
68,8
17
53,1
Baik (<100mg/dl)
10
31,2
15
46,9
Jumlah
32
100,0
32
100,0
Tabel Matching LDL
Kasus
Kontrol
+
-
+
39
37
-
27
25
g.
Trigliserida
Tabel Distribusi Trigliserida
Trigliserida
Kasus
Kontrol
n
%
n
%
Tidak Baik (
≥150mg/dl)
21
65,6
13
40,6
Baik (<150mg/dl)
11
34,4
19
59,4
Jumlah
32
100,0
32
100,0
Tabel Matching Trigliserida
Kasus
h.
Aktivitas Fisik
Tabel Distribusi Aktivitas Fisik
Aktivitas Fisik
Kasus
Kontrol
n
%
n
%
Berisiko
18
56,2
17
53,1
Tidak Berisiko
14
43,8
15
46,9
Jumlah
32
100,0
32
100,0
Tabel Matching Aktivitas Fisik
Kasus
Tabel Distribusi Hipertensi
Hipertensi
Kasus
Kontrol
n
%
n
%
Ya
25
78,1
6
18,8
Tidak
7
21,9
26
81,2
Tabel Matching Hipertensi
Kasus
Kontrol
+
-
+
31
52
-
13
33
1.
OR = 4,00
2.
CI = 2,30-6,93
j.
Pola Makan (Diet)
Tabel Distribusi Pola Makan (Diet)
Pola Makan (Diet)
Kasus
Kontrol
N
%
n
%
Diet Berisiko
(>2015kkal)
27
84,4
12
37,5
Diet Tidak Berisiko
(
≤2015kkal)
5
15,6
20
62,5
Jumlah
32
100,0
32
100,0
Tabel Matching Pola Makan (Diet)
Kasus
Kontrol
+
-
+
39
47
-
17
25
1.
OR = 2,76
2.
CI = 1,65-4,59
k.
Lama Menderita DM Tipe II
Tabel Distribusi Lama Menderita DM Tipe II
Lama Menderita DM Tipe
II
Kasus
Kontrol
n
%
n
%
≥10tahun
24
75,0
9
28,1
<10tahun
8
25,0
23
71,9
Tabel Matching Lama Menderita DM Tipe II
l.
Skor Kepatuhan Minum Obat
Tabel Distribusi Skor Kepatuhan Minum Obat
Kepatuhan Minum Obat
Kasus
Kontrol
n
%
n
%
Tidak Patuh (<9)
23
71,9
14
43,8
Patuh (9)
9
28,1
18
56,2
Jumlah
32
100,0
32
100,0
Tabel Matching Skor Kepatuhan Minum Obat
Kasus
m.
Riwayat Penyakit Kardiovaskuler
Tabel Distribusi Riwayat Penyakit Kardiovaskuler
Riwayat Penyakit
Kardiovaskuler
Kasus
Kontrol
n
%
n
%
Ya
17
53,1
13
40,6
Tidak
15
46,9
19
59,4
Jumlah
32
100,0
32
100,0
Tabel Matching Riwayat Penyakit Kardiovaskuler
b.
Data Numerik
Glukosa Darah, HbA1C, Profil Lipid, Tekanan Darah (Sistolik,Diastolik), Pola Makan (Diet), Lama Menderita DM Tipe II
Tests of Normality
klpk
Kolmogorov-Smirnova Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
kgd kasus .137 32 .135 .934 32 .049
kontrol .124 32 .200* .966 32 .392
HbA1c kasus .108 32 .200* .978 32 .747
kontrol .068 32 .200* .973 32 .588
Koltot kasus .086 32 .200* .965 32 .383
kontrol .089 32 .200* .970 32 .488
HDL kasus .236 32 .000 .796 32 .000
kontrol .217 32 .001 .899 32 .006
LDL kasus .255 32 .000 .816 32 .000
kontrol .112 32 .200* .937 32 .062
trigliserida kasus .142 32 .098 .961 32 .295
kontrol .190 32 .005 .905 32 .008
sistolik kasus .115 32 .200* .941 32 .081
kontrol .144 32 .091 .961 32 .301
diastolik kasus .236 32 .000 .659 32 .000
kontrol .164 32 .029 .936 32 .059
polamakan kasus .170 32 .019 .907 32 .009
kontrol .129 32 .194 .958 32 .235
LMDMTII kasus .177 32 .012 .918 32 .019
kontrol .303 32 .000 .659 32 .000
a. Lilliefors Significance Correction
Descriptives
klpk Statistic Std. Error
kgd kasus Mean 336.44 19.950
95% Confidence Interval for
Mean
Lower Bound 295.75
Upper Bound 377.12
5% Trimmed Mean 333.09
Median 350.50
Variance 1.274E4
Std. Deviation 112.852
Minimum 169
Maximum 566
Range 397
Interquartile Range 188
Skewness .202 .414
Kurtosis -.494 .809
kontrol Mean 236.78 11.999
95% Confidence Interval for
Mean
Lower Bound 212.31
Upper Bound 261.25
5% Trimmed Mean 236.13
Median 232.50
Variance 4.607E3
Std. Deviation 67.878
Minimum 102
Maximum 375
Range 273
Interquartile Range 91
Kurtosis -.125 .809
HbA1c kasus Mean 7.2062 .43168
95% Confidence Interval for
Mean
Lower Bound 6.3258
Upper Bound 8.0867
5% Trimmed Mean 7.1743
Median 7.1000
Variance 5.963
Std. Deviation 2.44196
Minimum 2.30
Maximum 12.50
Range 10.20
Interquartile Range 2.65
Skewness .178 .414
Kurtosis -.014 .809
kontrol Mean 4.7503 .30254
95% Confidence Interval for
Mean
Lower Bound 4.1333
Upper Bound 5.3674
5% Trimmed Mean 4.6882
Median 4.8650
Variance 2.929
Std. Deviation 1.71144
Minimum 2.00
Maximum 8.90
Range 6.90
Interquartile Range 2.61
Skewness .301 .414
Kurtosis -.198 .809
Koltot kasus Mean 254.78 15.112
Mean Upper Bound 285.60
5% Trimmed Mean 253.31
Median 242.00
Variance 7.308E3
Std. Deviation 85.488
Minimum 120
Maximum 428
Range 308
Interquartile Range 138
Skewness .195 .414
Kurtosis -.950 .809
kontrol Mean 182.50 12.973
95% Confidence Interval for
Mean
Lower Bound 156.04
Upper Bound 208.96
5% Trimmed Mean 179.92
Median 171.00
Variance 5.385E3
Std. Deviation 73.384
Minimum 60
Maximum 372
Range 312
Interquartile Range 103
Skewness .413 .414
Kurtosis -.052 .809
HDL kasus Mean 44.44 5.774
95% Confidence Interval for
Mean
Lower Bound 32.66
Upper Bound 56.21
5% Trimmed Mean 41.74
Variance 1.067E3
Std. Deviation 32.662
Minimum 10
Maximum 130
Range 120
Interquartile Range 31
Skewness 1.560 .414
Kurtosis 1.606 .809
kontrol Mean 70.19 6.639
95% Confidence Interval for
Mean
Lower Bound 56.65
Upper Bound 83.73
5% Trimmed Mean 69.19
Median 51.00
Variance 1.410E3
Std. Deviation 37.555
Minimum 18
Maximum 141
Range 123
Interquartile Range 72
Skewness .510 .414
Kurtosis -1.196 .809
LDL kasus Mean 106.53 7.411
95% Confidence Interval for
Mean
Lower Bound 91.42
Upper Bound 121.65
5% Trimmed Mean 108.50
Median 126.50
Variance 1.758E3
Std. Deviation 41.924
Maximum 150
Range 125
Interquartile Range 79
Skewness -.858 .414
Kurtosis -.897 .809
kontrol Mean 105.97 8.970
95% Confidence Interval for
Mean
Lower Bound 87.67
Upper Bound 124.26
5% Trimmed Mean 104.67
Median 103.50
Variance 2.575E3
Std. Deviation 50.744
Minimum 37
Maximum 205
Range 168
Interquartile Range 94
Skewness .214 .414
Kurtosis -1.186 .809
trigliserida kasus Mean 153.78 9.031
95% Confidence Interval for
Mean
Lower Bound 135.36
Upper Bound 172.20
5% Trimmed Mean 154.57
Median 159.50
Variance 2.610E3
Std. Deviation 51.089
Minimum 50
Maximum 240
Range 190
Skewness -.295 .414
Kurtosis -.830 .809
kontrol Mean 137.12 12.197
95% Confidence Interval for
Mean
Lower Bound 112.25
Upper Bound 162.00
5% Trimmed Mean 132.92
Median 106.00
Variance 4.761E3
Std. Deviation 68.998
Minimum 44
Maximum 306
Range 262
Interquartile Range 105
Skewness .855 .414
Kurtosis .085 .809
sistolik kasus Mean 147.78 2.500
95% Confidence Interval for
Mean
Lower Bound 142.68
Upper Bound 152.88
5% Trimmed Mean 147.29
Median 145.50
Variance 199.983
Std. Deviation 14.142
Minimum 128
Maximum 176
Range 48
Interquartile Range 26
Skewness .405 .414
Kurtosis -.882 .809
95% Confidence Interval for
Mean
Lower Bound 122.97
Upper Bound 135.53
5% Trimmed Mean 128.82
Median 130.00
Variance 303.613
Std. Deviation 17.424
Minimum 90
Maximum 180
Range 90
Interquartile Range 18
Skewness .389 .414
Kurtosis 1.711 .809
diastolik kasus Mean 86.00 1.890
95% Confidence Interval for
Mean
Lower Bound 82.15
Upper Bound 89.85
5% Trimmed Mean 87.43
Median 89.50
Variance 114.258
Std. Deviation 10.689
Minimum 37
Maximum 95
Range 58
Interquartile Range 10
Skewness -3.293 .414
Kurtosis 14.193 .809
kontrol Mean 71.97 2.525
95% Confidence Interval for
Mean
Lower Bound 66.82
Upper Bound 77.12
Median 75.00
Variance 204.096
Std. Deviation 14.286
Minimum 40
Maximum 95
Range 55
Interquartile Range 15
Skewness -.746 .414
Kurtosis -.047 .809
polamakan kasus Mean 2650.19 112.684
95% Confidence Interval for
Mean
Lower Bound 2420.37
Upper Bound 2880.01
5% Trimmed Mean 2677.82
Median 2635.50
Variance 4.063E5
Std. Deviation 637.438
Minimum 1324
Maximum 3413
Range 2089
Interquartile Range 1024
Skewness -.538 .414
Kurtosis -.782 .809
kontrol Mean 1886.38 89.089
95% Confidence Interval for
Mean
Lower Bound 1704.68
Upper Bound 2068.07
5% Trimmed Mean 1885.98
Median 1799.00
Variance 2.540E5
Minimum 996
Maximum 2773
Range 1777
Interquartile Range 932
Skewness .157 .414
Kurtosis -.979 .809
LMDMTII kasus Mean 12.75 1.301
95% Confidence Interval for
Mean
Lower Bound 10.10
Upper Bound 15.40
5% Trimmed Mean 12.26
Median 10.00
Variance 54.129
Std. Deviation 7.357
Minimum 3
Maximum 35
Range 32
Interquartile Range 8
Skewness .961 .414
Kurtosis 1.331 .809
kontrol Mean 7.12 1.281
95% Confidence Interval for
Mean
Lower Bound 4.51
Upper Bound 9.74
5% Trimmed Mean 6.15
Median 3.50
Variance 52.500
Std. Deviation 7.246
Minimum 2
Maximum 32
Interquartile Range 7
Skewness 2.154 .414
Kurtosis 4.337 .809
T-Test
Independent Samples Test
Levene's Test for
Equality of
Variances t-test for Equality of Means
F Sig. t df
Interval of the
Equal
varianc
es not
assume
d
4.659 55.534 .000 2.45594 .52715 1.39974 3.51213
Koltot Equal
varianc
es
assume
d
1.498 .226 3.629 62 .001 72.281 19.916 32.469 112.094
Equal
varianc
es not
assume
d
3.629 60.609 .001 72.281 19.916 32.451 112.112
sistoli
k
Equal
varianc
es
assume
d
.055 .816 4.671 62 .000 18.531 3.967 10.601 26.461
Equal
varianc
es not
assume
d
4.671 59.481 .000 18.531 3.967 10.595 26.468
Mann-Whitney Test
Test Statisticsa
Mann-Whitney U 273.500 507.500 407.500 169.500 195.000 253.500
Wilcoxon W 801.500 1.036E3 935.500 697.500 723.000 781.500
Z -3.203 -.060 -1.403 -4.606 -4.258 -3.541
Asymp. Sig. (2-tailed) .001 .952 .161 .000 .000 .000
a. Grouping Variable: klpk
ANALISIS MULTIVARIAT
Logistic Regression
Case Processing Summary
Unweighted Casesa N Percent
Selected Cases Included in Analysis 64 100.0
Missing Cases 0 .0
Total 64 100.0
Unselected Cases 0 .0
Total 64 100.0
a. If weight is in effect, see classification table for the total number of
cases.
Dependent Variable
Encoding
Original
Value Internal Value
Kasus 0
Block 1: Method = Backward Stepwise (Likelihood Ratio)
Classification Tablea
Observed
Predicted
kelompok kategori
Percentage
Correct Kasus Kontrol
Step 1 kelompok kategori Kasus 27 5 84.4
Kontrol 5 27 84.4
Overall Percentage 84.4
Step 2 kelompok kategori Kasus 28 4 87.5
Kontrol 6 26 81.2
Overall Percentage 84.4
Step 3 kelompok kategori Kasus 27 5 84.4
Kontrol 3 29 90.6
Overall Percentage 87.5
Step 4 kelompok kategori Kasus 27 5 84.4
Kontrol 3 29 90.6
Overall Percentage 87.5
Step 5 kelompok kategori Kasus 28 4 87.5
Kontrol 5 27 84.4
Overall Percentage 85.9
Step 6 kelompok kategori Kasus 26 6 81.2
Kontrol 3 29 90.6
Overall Percentage 85.9
Variables in the Equation
B S.E. Wald df Sig. Exp(B)
95.0% C.I.for EXP(B)
Constant -5.095 1.435 12.613 1 .000 .006
Step
4a
hba1ckk 1.014 .897 1.279 1 .258 2.757 .475 15.990
HDLkk 1.764 .910 3.759 1 .053 5.837 .981 34.725
TD 2.463 .977 6.355 1 .012 11.734 1.730 79.604
PMkk 1.857 .981 3.586 1 .058 6.405 .937 43.783
LMDMkk 2.433 1.003 5.886 1 .015 11.398 1.596 81.399
SKMO .890 .866 1.054 1 .304 2.434 .446 13.297
Constant -4.977 1.362 13.358 1 .000 .007
Step
5a
hba1ckk 1.126 .889 1.605 1 .205 3.084 .540 17.605
HDLkk 1.752 .897 3.814 1 .051 5.763 .994 33.425
TD 2.504 .951 6.940 1 .008 12.233 1.898 78.828
PMkk 1.626 .921 3.118 1 .077 5.084 .836 30.908
LMDMkk 2.450 .967 6.413 1 .011 11.586 1.740 77.162
Constant -4.629 1.251 13.696 1 .000 .010
Step
6a
HDLkk 1.953 .852 5.255 1 .022 7.049 1.327 37.433
TD 2.882 .914 9.938 1 .002 17.845 2.975 107.062
PMkk 1.850 .892 4.298 1 .038 6.361 1.106 36.579
LMDMkk 2.458 .934 6.923 1 .009 11.687 1.872 72.951
Constant -4.325 1.166 13.760 1 .000 .013
