IDENTITAS RESPONDEN
B. Sosial Budaya/Kebiasaan
No Pertanyaan Jawaban
Kebiasaan keluar malam hari
1 Apakah Anda memiliki kebiasaan keluar malam hari dari pukul 18.00-06.00 WIB?
1 = Ya
1 Apakah Anda menggunakan kelambu setiap hari pada saat tidur malam hari?
0 = Ya
1 = Tidak,Alasan….
Penggunaan kawat kasa
1 Apakah ventilasi rumah Anda menggunakan kawat kasa?
0 = Ya 1 = Tidak Kebiasaan mengunjungi daerah endemis
1 Apakah Anda memiliki kebiasaan mengunjungi daerah endemis lainnya (bermasalah malaria)?
Misal: pekerjaan, saudara, sekolah
1 = Ya,sebutkan…..
0 = Tidak
2 Jika ya, apakah Anda keluar dari desa dalam dua minggu sebelum terkena malaria? (khusus kasus)
1 = Ya 0 = Tidak
Lampiran 4. Master Data Penelitian
77 18 0 1 1 1 1 1 1 0 0 1 0
180 39 1 1 1 1 1 1 1 0 1 1 0
283 59 0 1 1 1 0 1 1 0 0 1 0
394 80 1 0 1 1 0 1 1 0 0 1 0
394 80 0 1 1 1 0 0 1 0 1 0 0
396 81 1 1 1 1 1 1 1 0 1 1 0
396 81 0 1 1 0 0 1 1 0 0 0 0
405 82 1 1 1 1 0 0 1 0 1 1 0
405 82 0 1 1 0 0 0 1 0 1 0 0
408 83 1 1 0 0 1 1 1 0 1 1 0
408 83 0 1 1 1 1 1 1 0 0 1 0
411 84 1 1 0 1 1 0 1 0 0 1 0
411 84 0 1 0 1 1 0 1 0 0 0 1
414 85 1 1 0 1 1 1 1 0 1 0 0
414 85 0 1 1 0 0 0 1 0 0 1 0
429 86 1 1 0 0 1 1 1 0 1 1 0
429 86 0 1 0 0 0 0 1 1 0 1 0
435 87 1 1 1 1 1 0 1 1 0 0 0
435 87 0 1 1 0 0 0 1 0 0 0 0
450 88 1 1 1 1 1 1 1 0 1 1 1
450 88 0 1 1 1 0 1 1 1 0 1 0
455 89 1 1 1 1 1 1 1 1 0 1 0
455 89 0 1 1 1 0 0 1 0 0 1 1
469 90 1 1 1 1 1 1 1 1 0 0 0
469 90 0 1 1 1 1 1 1 0 0 0 0
Lampiran 5. Output Analisis Data Epi Info
Dashboard Output
Matched Pair Case-Control (Keberadaan habitat)
Matched Pair Case-Control Study
There are 9 discordant pairs. Because this number is fewer than 20, it is recommended that only the exact results be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 1,2500 0,3357 4,6550
Exact 0,2691 6,2996
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 0,1111 0,7388829857
Corrected 0,0000 1,0000000000
Fisher Exact 0,5000000000 0,7539062500
Matched Pair Case-Control (hewan ternak) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 14 discordant pairs. Because this number is fewer than 20, it is recommended that only the exact results be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 3,6667 1,0229 13,1432
Exact 0,9688 20,4688
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 4,5714 0,0325105760
Corrected 3,5000 0,0613699268
Fisher Exact 0,0286865234 0,0351562500
Matched Pair Case-Control (Dinding rumah) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 39 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 1,1667 0,6216 2,1896
Exact 0,5920 2,3230
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 0,2308 0,6309544727
Corrected 0,1026 0,7487743354
Fisher Exact 0,3746293124 0,6358280026
Matched Pair Case-Control (lantai rumah) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 35 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 1,5000 0,7628 2,9498
Exact 0,7276 3,1894
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 1,4000 0,2367244631
Corrected 1,0286 0,3104952405
Fisher Exact 0,1552523295 0,2429849540
Matched Pair Case-Control (keluar malam) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 36 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 35,0000 4,7949 255,4817
Exact 5,8835 1421,4276
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 32,1111 0,0000000000
Corrected 30,2500 0,0000000000
Fisher Exact 0,0000000005 0,0000000006
Matched Pair Case-Control (gantung pakaian) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 11 discordant pairs. Because this number is fewer than 20, it is recommended that only the exact results be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 10,0000 1,2801 78,1203
Exact 1,4230 433,9775
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 7,3636 0,0066567669
Corrected 5,8182 0,0158624835
Fisher Exact 0,0058593750 0,0063476563
Matched Pair Case-Control (obat anti nyamuk) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 50 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 7,3333 3,1250 17,2086
Exact 3,1139 21,0585
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 28,8800 0,0000012462
Corrected 27,3800 0,0000013364
Fisher Exact 0,0000000162 0,0000000183
Matched Pair Case-Control (pakai kelambu) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 40 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 7,0000 2,7424 17,8672
Exact 2,7312 22,8895
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 22,5000 0,0000032706
Corrected 21,0250 0,0000057025
Fisher Exact 0,0000006913 0,0000007842
Matched Pair Case-Control (pakai kawat kasa) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 31 discordant pairs. Because this number is >= 20, the McNemar test can be used.
Controls
Cases Exposed Not Exposed Total
Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 1,3846 0,6784 2,8259
Exact 0,6414 3,0738
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 0,8065 0,3691721540
Corrected 0,5161 0,4724982308
Fisher Exact 0,2365648299 0,3770855875
Matched Pair Case-Control (kunjungi daerah endemis lainnya) Main variable:
Crosstab variable:
Include missing: False
Matched Pair Case-Control Study
There are 13 discordant pairs. Because this number is fewer than 20, it is recommended that only the exact results be used.
60 groups have more than one case.
7 groups have no case.
7 groups have more than one control.
60 groups have no control.
Dashboard Output
Cases Exposed Not Exposed Total Exposed
Odds-based parameters Estimate Lower Upper
Odds Ratio 1,1667 0,3921 3,4715
Exact 0,3358 4,2021
Statistical tests Chi-square 1-tailed p 2-tailed p
McNemar 0,0769 0,7815115505
Corrected 0,0000 1,0000000000
Fisher Exact 0,5000000000 0,7905273438
hewan (Yes/No) 0,9968 0,3115 3,1904 -0,0032 0,5935 -0,0053 0,9957 Final -2*Log-Likelihood: 156,3977 Cases Included: 180
kmalam (Yes/No) 5,5532 2,2936 13,4450 1,7144 0,4512 3,8000 0,0001 Final -2*Log-Likelihood: 156,3978 Cases Included: 180
Co-variates: hInclude missing: False
Term Odds
Convergence: Converged Iterations: 5 Final -2*Log-Likelihood: 156,4364 Cases Included: 180 Final -2*Log-Likelihood: 156,4031 Cases Included: 180
Test Statistic D.F. P-Value
Score 73,9101 8 0,0000 Likelihood Ratio 93,1299 8 0,0000
Conditional Logistic Regression Outcome variable: Case
Include missing: False
Term Odds
Ratio 95% C.I. Coefficient S.E. Z-Statistic
P-Value
h_pkbiak
(Yes/No) 4,8739 0,9131 26,0140 1,5839 0,8545 1,8536 0,0638 kmalam (Yes/No) 5,3207 2,2788 12,4228 1,6716 0,4326 3,8638 0,0001 gpakaian
(Yes/No) 11,2054 1,2171 103,1682 2,4164 1,1327 2,1334 0,0329 p_obatny_s
(Yes/No) 9,3290 3,5770 24,3304 2,2331 0,4891 4,5659 0,0000 pkelambu
(Yes/No) 10,1889 4,0874 25,3982 2,3213 0,4660 4,9811 0,0000
CONSTANT * * * -6,1407 1,4698 -4,1778 0,0000
Convergence: Converged Iterations: 5 Final -2*Log-Likelihood: 157,2345 Cases Included: 180 Test Statistic D.F. P-Value Score 73,7026 5 0,0000 Likelihood Ratio 92,2985 5 0,0000
Conditional Logistic Regression Outcome variable: Case
Include missing: False
Term Odds
Ratio 95% C.I. Coefficient S.E. Z-Statistic
P-Value
h_pkbiak
(Yes/No) 5,6136 0,9793 32,1794 1,7252 0,8909 1,9365 0,0528 dinding (Yes/No) 0,7049 0,2939 1,6909 -0,3497 0,4464 -0,7834 0,4334 kmalam (Yes/No) 5,6630 2,3759 13,4981 1,7340 0,4432 3,9126 0,0001 gpakaian
(Yes/No) 12,3689 1,2887 118,7124 2,5152 1,1539 2,1798 0,0293 p_obatny_s
(Yes/No) 9,5956 3,6713 25,0802 2,2613 0,4902 4,6131 0,0000 pkelambu
(Yes/No) 9,8209 3,9275 24,5574 2,2845 0,4676 4,8855 0,0000
CONSTANT * * * -6,1750 1,4860 -4,1555 0,0000
Convergence: Converged Iterations: 5 Final -2*Log-Likelihood: 156,6171 Cases Included: 180 Test Statistic D.F. P-Value
Score 73,8874 6 0,0000 Likelihood Ratio 92,9159 6 0,0000
Conditional Logistic Regression Outcome variable: Case
Interaction terms:
Include missing: False
Term Odds
Ratio 95% C.I. Coefficient S.E. Z-Statistic
P-Value
kmalam (Yes/No) 6,1379 2,6740 14,0886 1,8145 0,4239 4,2801 0,0000 gpakaian
(Yes/No) 12,7228 1,4901 108,6273 2,5434 1,0942 2,3245 0,0201 p_obatny_s
(Yes/No) 7,3690 3,0286 17,9300 1,9973 0,4537 4,4024 0,0000 pkelambu
(Yes/No) 10,3656 4,1460 25,9157 2,3385 0,4675 5,0017 0,0000
CONSTANT * * * -4,8232 1,1962 -4,0320 0,0001
Convergence: Converged Iterations: 5 Final -2*Log-Likelihood: 161,0643 Cases Included: 180 Test Statistic D.F. P-Value
Score 71,4808 4 0,0000 Likelihood Ratio 88,4687 4 0,0000
___________________________
SaTScan v9.4.4 ____ _______________
Program run on: Fri Jan 04 08:24:18 2019 Purely Spatial analysis
scanning for clusters with high rates using the Discrete Poisson model.
________________________________________________________________________
______________________
SUMMARY OF DATA
Study period...: 2017/1/1 to 2017/12/31 Number of locations...: 88
Total population...: 29435 Total number of cases...: 90 Annual cases / 100000...: 306.0
________________________________________________________________________
_______________________
CLUSTERS DETECTED
1.Location IDs included.: 367, 450, 429, 374, 396, 390, 455, 394, 360, 411, 350, 333, 368, 435,
405, 377, 371, 414, 408 Overlap with clusters.: No Overlap
Coordinates / radius..: (2.975931 N, 99.870778 E) / 3.62 km Gini Cluster...: Yes
Log likelihood ratio..: 9.067897 P-value...: 0.0030
2.Location IDs included.: 117, 261, 145, 226, 317, 210, 151, 146 Overlap with clusters.: No Overlap
Coordinates / radius..: (3.109158 N, 99.778633 E) / 0.13 km Gini Cluster...: No
Log likelihood ratio..: 1.502083
P-value...: 0.999
--- Spatial Output
---
Automatically Launch Google Earth : Yes Compress KML File into KMZ File : No Include All Location IDs in the Clusters : Yes Cluster Location Threshold - Separate KML : 1000 Report Hierarchical Clusters : Yes
Criteria for Reporting Secondary Clusters : No Geographical Overlap Report Gini Optimized Cluster Collection : Yes
Gini Index Based Collection Reporting : Optimal Only Report Gini Index Cluster Coefficents : No
Restrict Reporting to Smaller Clusters : No
Output Nearest Neighbour Analysis
Observed mean distance (mengamai jarak rata-rata) : 312.3249066463894
Expected mean distance (jarak rata rata yang diharapkan) : 0.04154290288867682 Nearest neighour index (indeks tetangga terdekat) : 7518.129088940449
Number of points : 90 Z-Score : 0.136428
Nilai Z yang mendekati angka 0 berarti menunjukkan bahwa polanya cenderung memiliki tipe mengelompok (cluster)
Output GeoDa
REGRESSION
SUMMARY OF OUTPUT: ORDINARY LEAST SQUARES ESTIMATION
Dependent Variable : Malaria Number of Observations : 25 Mean dependent var : 18.88 Number of Variables : 4 S.D. dependent var : 53.0165 Degrees of Freedom : 21
R-squared : 0.229127 F-statistic : 2.08061 Adjusted R-squared : 0.119002 Prob(F-statistic) : 0.133375 Sum squared residual : 54168.2 Log likelihood : -131.486 Sigma-square : 2579.44 Akaike info criterion : 270.971 S.E. of regression : 50.7882 Schwarz criterion : 275.847 Sigma-square ML : 2166.73
S.E of regression ML : 46.5481
--- Variable Coefficient Std.Error t-Statistic
Probability
--- CONSTANT -59.1963 46.4911 -1.27328 0.21683
Kepadatan_penduduk -0.000387408 0.0202983 -0.0190857 0.98495 Ketinggian_wilayah -0.378671 0.296214 -1.27837 0.21507 Curah_hujan 0.471217 0.220011 2.14179 0.04409 ---
REGRESSION DIAGNOSTICS
MULTICOLLINEARITY CONDITION NUMBER 10.417503 TEST ON NORMALITY OF ERRORS
TEST DF VALUE PROB Jarque-Bera 2 64.6557 0.00000
DIAGNOSTICS FOR HETEROSKEDASTICITY RANDOM COEFFICIENTS
TEST DF VALUE PROB Breusch-Pagan test 3 19.5286 0.00021 Koenker-Bassett test 3 4.1674 0.24395
============================== END OF REPORT
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Lampiran 6. Dokumentasi Penelitian