Pengaruh kelembaban udara, suhu udara, curah hujan dengan kasus penyakit Tuberkulosis di Kabupaten Batubara 2010-2014
LAMPIRAN 1 HASIL ANALISIS DATA Analisis Univariat 1. Statistics
Kelembaban Kelembaban Kelembaban Kelembaban Udara Tahun Udara Tahun Udara Tahun Udara Tahun 2010 2011 2012 2010-2012
Valid
4
4
4
4 N Missing
Mean 81,350 82,675 81,200 81,700 Median 81,350 82,000 81,000 81,250 Std. Deviation 1,1387 1,3500 1,9883 1,3089 Minimum 80,0 82,0 79,0 80,7 Maximum 82,7 84,7 83,8 83,6
Descriptives
Kelembaban Udara Tahun 2012
Lower Bound 79,617 Upper Bound 83,783
Mean 81,700 ,6545 95% Confidence Interval for Mean
Kelembaban Udara Tahun 2010-2012
5% Trimmed Mean 81,178 Median 81,000 Variance 3,953 Std. Deviation 1,9883 Minimum 79,0 Maximum 83,8 Range 4,8 Interquartile Range 3,8 Skewness ,577 1,014 Kurtosis 1,256 2,619
Lower Bound 78,036 Upper Bound 84,364
Mean 81,200 ,9941 95% Confidence Interval for Mean
5% Trimmed Mean 82,600 Median 82,000 Variance 1,823 Std. Deviation 1,3500 Minimum 82,0 Maximum 84,7 Range 2,7 Interquartile Range 2,0 Skewness 2,000 1,014 Kurtosis 4,000 2,619
Statistic Std. Error Kelembaban Udara Tahun 2010
Lower Bound 80,527 Upper Bound 84,823
Mean 82,675 ,6750 95% Confidence Interval for Mean
Kelembaban Udara Tahun 2011
5% Trimmed Mean 81,350 Median 81,350 Variance 1,297 Std. Deviation 1,1387 Minimum 80,0 Maximum 82,7 Range 2,7 Interquartile Range 2,2 Skewness ,000 1,014 Kurtosis -,270 2,619
Lower Bound 79,538 Upper Bound 83,162
Mean 81,350 ,5694 95% Confidence Interval for Mean
5% Trimmed Mean 81,650 Median 81,250
Variance 1,713 Std. Deviation 1,3089 Minimum 80,7 Maximum 83,6 Range 2,9 Interquartile Range 2,3 Skewness 1,637 1,014 Kurtosis 2,708 2,619
Statistics
Suhu Udara Suhu Udara Suhu Udara Suhu Udara Tahun 2010 Tahun 2011 Tahun 2012 Tahun 2010-
2012 Valid
4
4
4
4 N Missing
Mean 27,700 27,500 27,525 27,575 Median 27,550 27,450 27,500 27,450 Std. Deviation ,8206 ,4967 ,2217 ,4787 Minimum 26,9 27,0 27,3 27,2 Maximum 28,8 28,1 27,8 28,2
Descriptives
Statistic Std. Error Mean 27,700 ,4103
Lower Bound 26,394 95% Confidence Interval for Mean
Upper Bound 29,006 5% Trimmed Mean 27,683 Median 27,550 Variance ,673
Suhu Udara Tahun 2010 Std. Deviation ,8206 Minimum 26,9 Maximum 28,8 Range 1,9 Interquartile Range 1,6 Skewness ,912 1,014 Kurtosis ,465 2,619 Mean 27,500 ,2483 95% Confidence Interval Lower Bound 26,710
Suhu Udara Tahun 2011 for Mean Upper Bound 28,290 5% Trimmed Mean 27,494 Median 27,450
Variance ,247 Std. Deviation ,4967 Minimum 27,0 Maximum 28,1 Range 1,1 Interquartile Range 1,0 Skewness ,392 1,014 Kurtosis -2,444 2,619 Mean 27,525 ,1109 95% Confidence Interval Lower Bound 27,172 for Mean Upper Bound 27,878 5% Trimmed Mean 27,522 Median 27,500 Variance ,049
Suhu Udara Tahun 2012 Std. Deviation ,2217 Minimum 27,3 Maximum 27,8 Range ,5 Interquartile Range ,4 Skewness ,482 1,014 Kurtosis -1,700 2,619 Mean 27,575 ,2394
Lower Bound 26,813 95% Confidence Interval for Mean
Upper Bound 28,337 5% Trimmed Mean 27,561 Median 27,450 Variance ,229
Suhu Udara Tahun 2010- Std. Deviation ,4787
2012 Minimum 27,2 Maximum 28,2 Range 1,0 Interquartile Range ,9 Skewness ,855 1,014 Kurtosis -1,289 2,619
Statistics
Curah Hujan Curah hujan Curah Hujan Curah Hujan Tahun 2010 Tahun 2011 Tahun 2012 Tahun 2010-
2012 Valid
4
4
4
4 N Missing
Mean 118,425 140,025 106,250 121,550 Median 108,650 146,350 105,350 116,150 Std. Deviation 59,7080 53,6286 19,5476 40,4418 Minimum 56,7 72,7 83,3 78,8 Maximum 199,7 194,7 131,0 175,1
Descriptives
Statistic Std. Error Mean 118,425 29,8540
Lower Bound 23,416 95% Confidence Interval for Mean
Upper Bound 213,434 5% Trimmed Mean 117,339 Median 108,650 Variance 3565,049
Curah Hujan Tahun 2010 Std. Deviation 59,7080 Minimum 56,7 Maximum 199,7 Range 143,0 Interquartile Range 110,6 Skewness ,931 1,014 Kurtosis 1,770 2,619 Mean 140,025 26,8143 95% Confidence Interval Lower Bound 54,690 for Mean Upper Bound 225,360 5% Trimmed Mean 140,728 Median 146,350 Variance 2876,022
Curah hujan Tahun 2011 Std. Deviation 53,6286 Minimum 72,7 Maximum 194,7 Range 122,0 Interquartile Range 102,8 Skewness -,526 1,014 Kurtosis -1,307 2,619 Mean 106,250 9,7738 95% Confidence Interval Lower Bound 75,145 for Mean Upper Bound 137,355 5% Trimmed Mean 106,150 Median 105,350 Variance 382,110
Curah Hujan Tahun 2012 Std. Deviation 19,5476 Minimum 83,3 Maximum 131,0 Range 47,7 Interquartile Range 36,6 Skewness ,273 1,014 Kurtosis 1,401 2,619 Mean 121,550 20,2209
Lower Bound 57,198 95% Confidence Interval
Curah Hujan Tahun for Mean Upper Bound 185,902
2010-2012 5% Trimmed Mean 120,950 Median 116,150
Variance 1635,537 Std. Deviation 40,4418 Minimum 78,8 Maximum 175,1 Range 96,3 Interquartile Range 76,6 Skewness ,732 1,014 Kurtosis ,959 2,619
Statistics
Kasus TB Paru Kasus TB Paru Kasus TB Paru Kasus TB Paru Tahun 2010 Tahun 2011 tahun 2012 Tahun 2010-
2012 Valid
4
4
4
4 N Missing
Mean 125,500 142,750 134,250 134,175 Median 129,500 148,000 135,500 134,700 Std. Deviation 12,8712 17,2119 9,0692 2,1716 Minimum 107,0 118,0 123,0 131,3 Maximum 136,0 157,0 143,0 136,0
Descriptives
Kasus TB Paru tahun 2012
Lower Bound 130,720 Upper Bound 137,630
Mean 134,175 1,0858 95% Confidence Interval for Mean
Kasus TB Paru Tahun 2010-2012
5% Trimmed Mean 134,389 Median 135,500 Variance 82,250 Std. Deviation 9,0692 Minimum 123,0 Maximum 143,0 Range 20,0 Interquartile Range 17,3 Skewness -,535 1,014 Kurtosis -2,126 2,619
Lower Bound 119,819 Upper Bound 148,681
Mean 134,250 4,5346 95% Confidence Interval for Mean
5% Trimmed Mean 143,333 Median 148,000 Variance 296,250 Std. Deviation 17,2119 Minimum 118,0 Maximum 157,0 Range 39,0 Interquartile Range 30,8 Skewness -1,529 1,014 Kurtosis 2,495 2,619
Statistic Std. Error Kasus TB Paru Tahun 2010
Lower Bound 115,362 Upper Bound 170,138
Mean 142,750 8,6060 95% Confidence Interval for Mean
Kasus TB Paru Tahun 2011
5% Trimmed Mean 125,944 Median 129,500 Variance 165,667 Std. Deviation 12,8712 Minimum 107,0 Maximum 136,0 Range 29,0 Interquartile Range 23,0 Skewness -1,531 1,014 Kurtosis 2,420 2,619
Lower Bound 105,019 Upper Bound 145,981
Mean 125,500 6,4356 95% Confidence Interval for Mean
5% Trimmed Mean 134,233 Median 134,700 Variance 4,716
Std. Deviation 2,1716 Minimum 131,3 Maximum 136,0 Range 4,7 Interquartile Range 4,0 Skewness -,927 1,014 Kurtosis -,779 2,619 2.
Tests of Normality
aKolmogorov-Smirnov Shapiro-Wilk Statistic df Sig. Statistic df Sig. Kelembaban Udara Tahun ,132 4 . 1,000 4 ,999 2010 Suhu Udara Tahun 2010 ,202 4 . ,955 4 ,748 Curah Hujan Tahun 2010 ,271 4 . ,944 4 ,680 Kasus TB Paru Tahun 2010 ,296 4 . ,867 4 ,287
a. Lilliefors Significance Correction
Tests of Normality
aKolmogorov-Smirnov Shapiro-Wilk Statistic df Sig. Statistic df Sig. Kelembaban Udara Tahun ,441 4 . ,630 4 ,001 2011 Suhu Udara Tahun 2011 ,227 4 . ,952 4 ,726 Curah hujan Tahun 2011 ,206 4 . ,968 4 ,828 Kasus TB Paru Tahun 2011 ,302 4 . ,870 4 ,296
a. Lilliefors Significance Correction
Tests of Normality
aKolmogorov-Smirnov Shapiro-Wilk Statistic df Sig. Statistic df Sig. Kelembaban Udara Tahun ,230 4 . ,974 4 ,866 2012 Suhu Udara Tahun 2012 ,214 4 . ,963 4 ,798 Curah Hujan Tahun 2012 ,235 4 . ,969 4 ,836 Kasus TB Paru tahun 2012 ,237 4 . ,942 4 ,664
a. Lilliefors Significance Correction
Tests of Normality
aKolmogorov-Smirnov Shapiro-Wilk Statistic df Sig. Statistic df Sig. Kelembaban Udara Tahun ,311 4 . ,839 4 ,192 2010-2012 Suhu Udara Tahun 2010- ,283 4 . ,863 4 ,272 2012 Curah Hujan Tahun 2010- ,217 4 . ,973 4 ,860 2012 Kasus TB Paru Tahun ,259 4 . ,897 4 ,417 2010-2012
a. Lilliefors Significance Correction
Correlations
Kejadian TB Paru Kelembaban Suhu Udara Curah Hujan Positif di Udara Tahun Tahun 2010- Tahun 2010-
Kabupaten 2010-2012 2012 2012 Batubara Tahun
2010-2012 * * * Kejadian TB Paru Pearson Correlation 1 ,428 ,271 ,310 Positif di Kabupaten
,012 ,018 ,017 Sig. (2-tailed)
Batubara Tahun
4
4
4
4 N 2010-2012
- * * *
Pearson Correlation ,428 1 ,321 ,389 Kelembaban Udara
,012 ,024 ,017 Sig. (2-tailed)
Tahun 2010-2012 N
4
4 * *
- * 4
4 Pearson Correlation ,271 ,976 1 ,287 Suhu Udara Tahun
,018 ,024 ,001 Sig. (2-tailed)
2010-2012 N
4 * * *
4
4
4 Pearson Correlation ,310 ,298 ,286
1 Curah Hujan Tahun ,017 ,017 ,001
Sig. (2-tailed) 2010-2012
N
4
4
4
4 *. Correlation is significant at the 0.05 level (2-tailed).
Analisis Multivariat 5. a Variables Entered/Removed
Model Variables Variables Method Entered Removed
Curah Hujan, . Enter Kelembaban
1 Udara, Suhu b Udara
a. Dependent Variable: Kejadian TB Paru Positif di Kabupaten b. All requested variables entered.
Model Summary
b
b. Predictors: (Constant), Curah Hujan, Kelembaban Udara, Suhu Udara
a. Dependent Variable: Kejadian TB Paru Positif di Kabupaten
1 (Constant) -5,2585 49,546 2,767 ,019 Kelembaban Udara 1,254 ,140 ,428 ,905 ,017 ,554 1,023 Suhu Udara ,898 ,519 ,271 -1,103 ,079 ,356 1,043 Curah Hujan ,781 ,303 ,310 ,507 ,124 ,387 1,022
VIF
T Sig. Collinearity Statistics B Std. Error Beta Tolerance
Standardized Coefficients
Model Unstandardized Coefficients
Coefficients
aa. Dependent Variable: Kejadian TB Paru Positif di Kabupaten
Model R R Square Adjusted R Square
8
1 Regression 124,842 3 41,614 ,843 ,526 b Residual 246,713 5 49,343 Total 371,556
ANOVA
a
Model Sum of Squares df Mean Square F Sig.b. Dependent Variable: Kejadian TB Paru Positif di Kabupaten
a. Predictors: (Constant), Curah Hujan, Kelembaban Udara, Suhu Udara
Durbin-Watson 1 ,385 a ,227 -,078 7,024 1,078
Std. Error of the Estimate
Regression Variables Entered/Removed a
Model Variables Variables Method Entered Removed
Kelembaban . Enter
1 Udara Tahun b 2010-2012
a. Dependent Variable: Kasus TB Paru Tahun 2010-2012 b. All requested variables entered.
Model Summary
Model R R Square Adjusted R Std. Error of the a Square Estimate 1 ,405 ,271 -,254 2,4323 a. Predictors: (Constant), Kelembaban Udara Tahun 2010-2012
a ANOVA Model Sum of Squares df Mean Square F Sig. b
Regression 2,316 1 2,316 ,391 ,595
1 Residual 11,832 2 5,916 Total 14,148
3
a. Dependent Variable: Kasus TB Paru Tahun 2010-2012
b. Predictors: (Constant), Kelembaban Udara Tahun 2010-2012 a
Coefficients
Model Unstandardized Coefficients Standardized t Sig.Coefficients B Std. Error Beta
(Constant) -,856 ,658 ,905 ,021
1 Kelembaban Udara Tahun 1,012 1,073 ,428 ,626 ,011 2010-2012
a. Dependent Variable: Kasus TB Paru Tahun 2010-2012
Lampiran 2 Gambar 1. Peta Administratif Kabupaten Batubara Universitas Sumatera Utara