Lampiran 1.
Analisis Kecendrungan dengan Persamaan Regresi Linear
Memakai rumus : Y = a + bx
Jumlah Penderita Infark Miokard Akut di RSU Dr. Pirngadi Medan
Berdasarkan Data Tahun 2007-2011
Tahun
Tahun dalam
kode (X)
Y
XY
X
2
2007
1
51
51
1
2008
2
47
94
4
2009
3
54
162
9
2010
4
49
196
16
2011
5
61
305
25
∑
∑Xi=15
∑Yi=262
∑XiYi=811
∑Xi
2=55
n=5
(
∑Xi
) (
∑Yi
) – (
∑Xi
) (
∑XiYi)
n
∑XiYi
– (
∑Xi
) (
∑Yi
)
a =
b =
n
∑Xi
2– (
∑Xi
)
2n
∑Xi
2– (
∑Xi
)
2(262) (55) – (15) (811)
5 (811) – (15) (262)
a =
b =
5 (55) – (15)
25 (55) – (15)
2245
125
a =
b =
50
50
a= 44,9
b = 2,5
jika X=1 maka Y = 2,5 (1) + 44,9 = 47,4
jika X=2 maka Y = 2,5 (2) + 44,9 = 49,9
jika X=3 maka Y = 2,5 (3) + 44,9 = 52,4
jika X=4 maka Y = 2,5 (4) + 44,9 = 54,9
jika X=5 maka Y = 2,5 (5) + 44,9 = 57,4
102
brmaulin
sng 63 6 2 1 1 2 4 2 2 1 1 2 2 1 2 1 2 2 2 1 2 1 3 2
103 marlan 47 3 2 1 2 1 4 2 1 1 1 2 2 1 2 1 2 2 2 2 2 1 4 2
104 m. ansyor 48 3 2 1 3 1 3 4 2 1 2 2 2 1 2 1 2 2 2 1 2 1 1 1
105 adiarto 37 1 1 1 2 1 4 2 1 1 1 2 2 1 2 1 2 2 2 1 2 1 8 2
106 Ngolu
smboln 52 4 2 1 1 2 4 1 2 1 2 2 2 1 2 1 1 2 2 1 2 1 7 2
107 murni 63 6 2 2 2 1 4 5 2 1 2 2 2 1 2 2 1 2 2 2 1 1 2 2 5 2
108 Satria
sbring 53 4 2 1 1 2 4 1 1 1 1 2 2 1 1 1 2 2 2 1 2 1 1 3
109 syamsul 65 7 2 1 3 1 4 4 1 1 2 2 2 1 2 1 2 2 2 2 2 1 1 3
Lampiran 3. Hasil Pengolahan Data
1.
Analisis Deskriptif
Karakteristik Penderita Infark Miokard Akut
Umur penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid 35-40 7 6.4 6.4 6.4
41-46 10 9.1 9.1 15.5
47-52 17 15.5 15.5 30.9
53-58 23 20.9 20.9 51.8
59-64 18 16.4 16.4 68.2
65-70 19 17.3 17.3 85.5
71-76 11 10.0 10.0 95.5
77-82 5 4.5 4.5 100.0
Total 110 100.0 100.0
jenis kelamin
Frequency Percent Valid Percent
Cumulative Percent
Valid Laki-laki 70 63.6 63.6 63.6
Perempuan 40 36.4 36.4 100.0
Total 110 100.0 100.0
suku penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid Batak 59 53.6 53.6 53.6
Jawa 34 30.9 30.9 84.5
Melayu 6 5.5 5.5 90.0
Minang 7 6.4 6.4 96.4
Aceh 1 .9 .9 97.3
Lainnya 3 2.7 2.7 100.0
agama penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid Islam 76 69.1 69.1 69.1
Kristen Protestan 22 20.0 20.0 89.1
Kristen Katolik 11 10.0 10.0 99.1
Hindu 1 .9 .9 100.0
Total 110 100.0 100.0
pendidikan terakhir
Frequency Percent Valid Percent
Cumulative Percent
Valid Tidak Tamat SD 1 .9 .9 .9
SD 13 11.8 11.8 12.7
SLTP 17 15.5 15.5 28.2
SLTA 73 66.4 66.4 94.5
Akademi / PT 6 5.5 5.5 100.0
Total 110 100.0 100.0
pekerjaan penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid Wiraswasta 37 33.6 33.6 33.6
PNS/TNI/POLRI 30 27.3 27.3 60.9
Petani 2 1.8 1.8 62.7
Karyawan Swasta 6 5.5 5.5 68.2
IRT 30 27.3 27.3 95.5
Lainnya 5 4.5 4.5 100.0
Total 110 100.0 100.0
asal penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid Dalam Kota Medan 82 74.5 74.5 74.5
Luar Kota Medan 28 25.5 25.5 100.0
nyeri dada penderita
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 103 93.6 93.6 93.6
Tidak 7 6.4 6.4 100.0
Total 110 100.0 100.0
sesak nafas
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 66 60.0 60.0 60.0
Tidak 44 40.0 40.0 100.0
Total 110 100.0 100.0
keringat dingin
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 22 20.0 20.0 20.0
Tidak 88 80.0 80.0 100.0
Total 110 100.0 100.0
badan lemas
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 22 20.0 20.0 20.0
Tidak 88 80.0 80.0 100.0
Total 110 100.0 100.0
status faktor risiko
Frequency Percent Valid Percent
Cumulative Percent
Valid Tercatat 104 94.5 94.5 94.5
Tidak Tercatat 6 5.5 5.5 100.0
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 16 14.5 15.4 15.4
Tidak 88 80.0 84.6 100.0
Total 104 94.5 100.0
Missing System 6 5.5
Total 110 100.0
hipertensi
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 87 79.1 83.7 83.7
Tidak 17 15.5 16.3 100.0
Total 104 94.5 100.0
Missing System 6 5.5
Total 110 100.0
diabetes mellitus
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 39 35.5 37.5 37.5
Tidak 65 59.1 62.5 100.0
Total 104 94.5 100.0
Missing System 6 5.5
Total 110 100.0
hiperkolesterolemia
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 12 10.9 11.5 11.5
Tidak 92 83.6 88.5 100.0
Total 104 94.5 100.0
Missing System 6 5.5
Total 110 100.0
obesitas
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 1 .9 1.0 1.0
Tidak 103 93.6 99.0 100.0
Total 104 94.5 100.0
Missing System 6 5.5
Total 110 100.0
kebiasan merokok
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 33 30.0 31.7 31.7
Tidak 71 64.5 68.3 100.0
Total 104 94.5 100.0
Missing System 6 5.5
status komplikasi
Frequency Percent Valid Percent
Cumulative Percent
Valid Ada 61 55.5 55.5 55.5
Tidak Ada 49 44.5 44.5 100.0
Total 110 100.0 100.0
aritmia
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 56 50.9 91.8 91.8
Tidak 5 4.5 8.2 100.0
Total 61 55.5 100.0
Missing System 49 44.5
Total 110 100.0
syok kardiogenik
Frequency Percent Valid Percent
Cumulative Percent
Valid Ya 9 8.2 14.8 14.8
Tidak 52 47.3 85.2 100.0
Total 61 55.5 100.0
Missing System 49 44.5
Total 110 100.0
penatalaksanaan medis
Frequency Percent Valid Percent
Cumulative Percent
Valid obat-obatan 103 93.6 93.6 93.6
obat-obatan + pemasangan
kateter 7 6.4 6.4 100.0
sumber pembiayaan
Frequency Percent Valid Percent
Cumulative Percent
Valid JPKM 37 33.6 33.6 33.6
ASKES 46 41.8 41.8 75.5
Biaya Sendiri 27 24.5 24.5 100.0
Total 110 100.0 100.0
Statistics lama rawatan rata-rata
N Valid 110
Missing 0
Mean 5.45
Median 5.00
Std. Deviation 4.001
Variance 16.011
Minimum 1
Maximum 20
keadaan sewaktu pulang
Frequency Percent Valid Percent
Cumulative Percent
Valid Pulang Berobat Jalan (PJB) 72 65.5 65.5 65.5
Pulang Atas Permintaan
Sendiri (PAPS) 7 6.4 6.4 71.8
Meninggal Dunia 31 28.2 28.2 100.0
Total 110 100.0 100.0
Descriptive Statistics
N Minimum Maximum Mean Std. Deviation
lama rawatan rata-rata 110 1 20 5.45 4.001
2.
ANALISA STATISTIK
Crosstabs
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
Umur penderita * jenis
kelamin 110 100.0% 0 .0% 110 100.0%
Umur penderita * jenis kelamin Crosstabulation
jenis kelamin
Total Laki-laki Perempuan
Umur penderita 35-39 Count 4 2 6
% within Umur penderita 66.7% 33.3% 100.0%
% within jenis kelamin 5.7% 5.0% 5.5%
% of Total 3.6% 1.8% 5.5%
40-44 Count 6 2 8
% within Umur penderita 75.0% 25.0% 100.0%
% within jenis kelamin 8.6% 5.0% 7.3%
% of Total 5.5% 1.8% 7.3%
45-49 Count 12 0 12
% within Umur penderita 100.0% .0% 100.0%
% within jenis kelamin 17.1% .0% 10.9%
% of Total 10.9% .0% 10.9%
50-54 Count 8 4 12
% within Umur penderita 66.7% 33.3% 100.0%
% within jenis kelamin 11.4% 10.0% 10.9%
% of Total 7.3% 3.6% 10.9%
55-59 Count 15 6 21
% within Umur penderita 71.4% 28.6% 100.0%
% within jenis kelamin 21.4% 15.0% 19.1%
% of Total 13.6% 5.5% 19.1%
60-64 Count 9 7 16
% within Umur penderita 56.2% 43.8% 100.0%
% within jenis kelamin 12.9% 17.5% 14.5%
% of Total 8.2% 6.4% 14.5%
65-69 Count 7 9 16
% within jenis kelamin 10.0% 22.5% 14.5%
% of Total 6.4% 8.2% 14.5%
70-74 Count 4 7 11
% within Umur penderita 36.4% 63.6% 100.0%
% within jenis kelamin 5.7% 17.5% 10.0%
% of Total 3.6% 6.4% 10.0%
75-79 Count 5 2 7
% within Umur penderita 71.4% 28.6% 100.0%
% within jenis kelamin 7.1% 5.0% 6.4%
% of Total 4.5% 1.8% 6.4%
80-84 Count 0 1 1
% within Umur penderita .0% 100.0% 100.0%
% within jenis kelamin .0% 2.5% .9%
% of Total .0% .9% .9%
Total Count 70 40 110
% within Umur penderita 63.6% 36.4% 100.0%
% within jenis kelamin 100.0% 100.0% 100.0%
Crosstabs umur berdasarkan status komplikasi
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
status komplikasi * Umur
penderita 110 100.0% 0 .0% 110 100.0%
status komplikasi * Umur penderita Crosstabulation
Umur penderita
Total < 45 > 45
status komplikasi Ada Count 0 61 61
% within status komplikasi .0% 100.0% 100.0%
% within Umur penderita .0% 59.2% 55.5%
% of Total .0% 55.5% 55.5%
Tidak Ada Count 7 42 49
% within status komplikasi 14.3% 85.7% 100.0%
% within Umur penderita 100.0% 40.8% 44.5%
% of Total 6.4% 38.2% 44.5%
Total Count 7 103 110
% within status komplikasi 6.4% 93.6% 100.0%
% within Umur penderita 100.0% 100.0% 100.0%
% of Total 6.4% 93.6% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Exact Sig. (2-sided)
Exact Sig. (1-sided)
Pearson Chi-Square 9.307a
1 .002
Continuity Correctionb 7.063 1 .008
Likelihood Ratio 11.917 1 .001
Fisher's Exact Test .003 .003
Linear-by-Linear Association 9.222 1 .002
N of Valid Casesb 110
Crosstabs penatalaksanaan medis berdasarkan status komplikasi
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
status komplikasi *
penatalaksanaan medis 110 100.0% 0 .0% 110 100.0%
status komplikasi * penatalaksanaan medis Crosstabulation
penatalaksanaan medis
Total obat-obatan
obat-obatan + pemasangan
kateter
status komplikasi Ada Count 54 7 61
Expected Count 57.1 3.9 61.0
% within status komplikasi 88.5% 11.5% 100.0%
% within penatalaksanaan
medis 52.4% 100.0% 55.5%
% of Total 49.1% 6.4% 55.5%
Tidak Ada Count 49 0 49
Expected Count 45.9 3.1 49.0
% within status komplikasi 100.0% .0% 100.0%
% within penatalaksanaan
medis 47.6% .0% 44.5%
% of Total 44.5% .0% 44.5%
Total Count 103 7 110
Expected Count 103.0 7.0 110.0
% within status komplikasi 93.6% 6.4% 100.0%
% within penatalaksanaan
medis 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 6.005a 1 .014
Continuity Correctionb 4.234 1 .040
Likelihood Ratio 8.635 1 .003
Fisher's Exact Test .016 .014
Linear-by-Linear Association 5.951 1 .015
N of Valid Casesb 110
a. 2 cells (50,0%) have expected count less than 5. The minimum expected count is 3,12.
b. Computed only for a 2x2 table
kolmogrov wirnov, lama rawatan rata-rata berdsarkan
penatalaksanaan medis
Descriptive Statistics
N Mean Std. Deviation Minimum Maximum
lama rawatan rata-rata 110 5.45 4.001 1 20
penatalaksanaan medis 110 1.06 .245 1 2
One-Sample Kolmogorov-Smirnov Test
lama rawatan rata-rata
penatalaksanaan medis
N 110 110
Normal Parametersa Mean 5.45 1.06
Std. Deviation 4.001 .245
Most Extreme Differences Absolute .154 .539
Positive .154 .539
Negative -.133 -.398
Kolmogorov-Smirnov Z 1.615 5.650
Asymp. Sig. (2-tailed) .011 .000
T-Test lama rawatan rata-rata berdsarkan penatalaksanaan medis
Group Statistics
penatalaksanaan
medis N Mean Std. Deviation Std. Error Mean
lama rawatan rata-rata
obat-obatan 103 5.47 4.019 .396
obat-obatan +
pemasangan kateter 7 5.14 4.018 1.519
Independent Samples Test
Levene's Test for Equality of
Variances t-test for Equality of Means
F Sig. t df
Sig. (2-tailed)
Mean Difference
Std. Error Difference
95% Confidence Interval of the
Difference
Lower Upper
lama rawatan rata-rata
Equal variances assumed
.013 .909 .206 108 .837 .323 1.570 -2.789 3.435
Equal variances not assumed
.206 6.842 .843 .323 1.569 -3.405 4.052
Crosstabs penatalaksanaan medis berdasarkan sumber
pembiayaan
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
sumber pembiayaan *
sumber pembiayaan * penatalaksanaan medis Crosstabulation
penatalaksanaan medis
Total obat-obatan
obat-obatan + pemasanga
n kateter
sumber pembiayaan
JPKM Count 34 3 37
Expected Count 34.6 2.4 37.0
% within sumber
pembiayaan 91.9% 8.1% 100.0%
% within penatalaksanaan
medis 33.0% 42.9% 33.6%
% of Total 30.9% 2.7% 33.6%
ASKES Count 43 3 46
Expected Count 43.1 2.9 46.0
% within sumber
pembiayaan 93.5% 6.5% 100.0%
% within penatalaksanaan
medis 41.7% 42.9% 41.8%
% of Total 39.1% 2.7% 41.8%
Biaya Sendiri
Count 26 1 27
Expected Count 25.3 1.7 27.0
% within sumber
pembiayaan 96.3% 3.7% 100.0%
% within penatalaksanaan
medis 25.2% 14.3% 24.5%
% of Total 23.6% .9% 24.5%
Total Count 103 7 110
Expected Count 103.0 7.0 110.0
% within sumber
pembiayaan 93.6% 6.4% 100.0%
% within penatalaksanaan
medis 100.0% 100.0% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Pearson Chi-Square .511a 2 .774
Likelihood Ratio .551 2 .759
Linear-by-Linear Association .490 1 .484
N of Valid Cases 110
a. 3 cells (50,0%) have expected count less than 5. The minimum expected count is 1,72.
Oneway lama rawatan rata-rata berdsarkan sumber pembiayaan
Descriptives
N Mean
Std.
Deviation Std. Error
95% Confidence Interval for Mean
Minimum Maximum
Lower Bound
Upper Bound
JPKM 37 6.08 3.707 .609 4.85 7.32 1 18
ASKES 46 5.98 4.607 .679 4.61 7.35 1 20
Biaya Sendiri 27 3.67 2.646 .509 2.62 4.71 1 12
Total 110 5.45 4.001 .382 4.69 6.20 1 20
Test of Homogeneity of Variances
lama rawatan rata-rata
Levene Statistic df1 df2 Sig.
2.148 2 107 .122
ANOVA
lama rawatan rata-rata
Sum of Squares df Mean Square F Sig.
Between Groups 113.438 2 56.719 3.719 .027
Within Groups 1631.735 107 15.250
Crosstabs status komplikasi berdsarkan keadaan sewaktu pulang
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
keadaan sewaktu pulang *
status komplikasi 110 100.0% 0 .0% 110 100.0%
keadaan sewaktu pulang * status komplikasi Crosstabulation
status komplikasi
Total
Ada Tidak Ada
keadaan sewaktu pulang
Pulang Berobat Jalan (PJB)
Count 32 40 72
Expected Count 39.9 32.1 72.0
% within keadaan sewaktu
pulang 44.4% 55.6% 100.0%
% within status komplikasi 52.5% 81.6% 65.5%
% of Total 29.1% 36.4% 65.5%
Pulang Atas Permintaan Sendiri (PAPS)
Count 3 4 7
Expected Count 3.9 3.1 7.0
% within keadaan sewaktu
pulang 42.9% 57.1% 100.0%
% within status komplikasi 4.9% 8.2% 6.4%
% of Total 2.7% 3.6% 6.4%
Count 26 5 31
Expected Count 17.2 13.8 31.0
% within keadaan sewaktu
pulang 83.9% 16.1% 100.0%
% within status komplikasi 42.6% 10.2% 28.2%
% of Total 23.6% 4.5% 28.2%
Total Count 61 49 110
Expected Count 61.0 49.0 110.0
% within keadaan sewaktu
pulang 55.5% 44.5% 100.0%
% within status komplikasi 100.0% 100.0% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Pearson Chi-Square 14.116a 2 .001
Likelihood Ratio 15.306 2 .000
Linear-by-Linear Association 12.809 1 .000
N of Valid Cases 110
a. 2 cells (33,3%) have expected count less than 5. The minimum expected count is 3,12.
Crosstabs penatalaksanaan medis berdasarkan keadaan sewaktu
pulang
Case Processing Summary
Cases
Valid Missing Total
N Percent N Percent N Percent
keadaan sewaktu pulang *
penatalaksanaan medis 110 100.0% 0 .0% 110 100.0%
keadaan sewaktu pulang * penatalaksanaan medis Crosstabulation
penatalaksanaan medis
Total obat-obatan
obat-obatan + pemasangan
kateter
keadaan sewaktu pulang
Pulang Berobat Jalan (PJB)
Count 70 2 72
Expected Count 67.4 4.6 72.0
% within keadaan
sewaktu pulang 97.2% 2.8% 100.0%
% within
penatalaksanaan medis 68.0% 28.6% 65.5%
% of Total 63.6% 1.8% 65.5%
Pulang Atas Permintaan Sendiri (PAPS)
Count 7 0 7
Expected Count 6.6 .4 7.0
% within keadaan
% within
penatalaksanaan medis 6.8% .0% 6.4%
% of Total 6.4% .0% 6.4%
Meninggal Dunia Count 26 5 31
Expected Count 29.0 2.0 31.0
% within keadaan
sewaktu pulang 83.9% 16.1% 100.0%
penatalaksanaan medis 25.2% 71.4% 28.2%
% of Total 23.6% 4.5% 28.2%
Total Count 103 7 110
Expected Count 103.0 7.0 110.0
% within keadaan
sewaktu pulang 93.6% 6.4% 100.0%
% within
penatalaksanaan medis 100.0% 100.0% 100.0%
% of Total 93.6% 6.4% 100.0%
Chi-Square Tests
Value df
Asymp. Sig. (2-sided)
Pearson Chi-Square 6.991a 2 .030
Likelihood Ratio 6.439 2 .040
Linear-by-Linear Association 5.965 1 .015
N of Valid Cases 110
a. 3 cells (50,0%) have expected count less than 5. The minimum expected count is ,45.
Oneway lama rawatan rata-rata berdsarkan keadaan sewaktu
pulang
Descriptives
N Mean
Std. Deviation
Std. Error
95% Confidence Interval for Mean
Minimum Maximum Lower Bound Upper Bound
Pulang Berobat
Jalan (PJB) 72 6.10 3.489 .411 5.28 6.92 1 18
Pulang Atas Permintaan Sendiri (PAPS)
7 4.71 3.861 1.459 1.14 8.28 1 13
Meninggal Dunia 31 4.10 4.833 .868 2.32 5.87 1 20
Test of Homogeneity of Variances
lama rawatan rata-rata
Levene Statistic df1 df2 Sig.
1.451 2 107 .239
ANOVA
lama rawatan rata-rata
Sum of Squares df Mean Square F Sig.
Between Groups 90.715 2 45.358 2.933 .058
Within Groups 1654.458 107 15.462
