“Hubungan Suhu, Curah Hujan, Kelembaban, dan Kecepatan Angin Terhadap Kejadian ISPA di Kabupaten Deli Serdang Tahun 2015-2016
85
Lampiran 1
1.1
Uji Normalitas
1.1.1
Uji Normalitas Kasus ISPA tahun 2015
Case Processing Summary
Cases
Valid
N
Missing
Percent
N
Total
Percent
N
Percent
Kasus ISPA 2015
12
100.0%
0
.0%
12
100.0%
Kasus ISPA < 1 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA 1-4 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA > 5 tahun
12
100.0%
0
.0%
12
100.0%
Suhu Udara
12
100.0%
0
.0%
12
100.0%
Curah Hujan
12
100.0%
0
.0%
12
100.0%
Kelembaban
12
100.0%
0
.0%
12
100.0%
Kecepatan Angin
12
100.0%
0
.0%
12
100.0%
Descriptives
Statistic
Kasus ISPA 2015
Mean
6.214E3
95% Confidence Interval for Lower Bound
5.554E3
Mean
Upper Bound
299.8749
6.874E3
5% Trimmed Mean
6.203E3
Median
6.091E3
Variance
1.079E6
Std. Deviation
Std. Error
1.0388E3
Minimum
4552.0
Maximum
8073.0
Range
3521.0
Universitas Sumatera Utara
86
Interquartile Range
1560.0
Skewness
.058
.637
-.408
1.232
Mean
352.250
35.1514
95% Confidence Interval for Lower Bound
274.882
Mean
429.618
Kurtosis
Kasus ISPA < 1 tahun
Upper Bound
5% Trimmed Mean
350.556
Median
313.000
Variance
1.483E4
Std. Deviation
1.2177E2
Minimum
209.0
Maximum
526.0
Range
317.0
Interquartile Range
240.8
Skewness
.430
.637
-1.603
1.232
Mean
454.667
60.6106
95% Confidence Interval for Lower Bound
321.264
Mean
588.070
Kurtosis
Kasus ISPA 1-4 tahun
Upper Bound
5% Trimmed Mean
446.963
Median
376.000
Variance
4.408E4
Std. Deviation
Minimum
211.0
Maximum
837.0
Range
626.0
Interquartile Range
292.5
Skewness
.919
.637
-.206
1.232
Mean
5.209E3
338.4656
95% Confidence Interval for Lower Bound
4.464E3
Kurtosis
Kasus ISPA > 5 tahun
2.0996E2
Universitas Sumatera Utara
87
Mean
Upper Bound
5% Trimmed Mean
5.251E3
Median
5.532E3
Variance
1.375E6
Std. Deviation
Suhu Udara
1.1725E3
Minimum
3105.0
Maximum
6559.0
Range
3454.0
Interquartile Range
1653.5
Skewness
-.923
.637
Kurtosis
-.141
1.232
Mean
27.600
.1809
95% Confidence Interval for Lower Bound
27.202
Mean
27.998
Upper Bound
5% Trimmed Mean
27.594
Median
27.600
Variance
.393
Std. Deviation
.6267
Minimum
26.6
Maximum
28.7
Range
2.1
Interquartile Range
Curah Hujan
5.954E3
.8
Skewness
-.120
.637
Kurtosis
-.165
1.232
141.333
28.5976
Mean
95% Confidence Interval for Lower Bound
Mean
Upper Bound
78.390
204.276
5% Trimmed Mean
137.870
Median
144.000
Variance
9.814E3
Std. Deviation
99.0650
Minimum
10.0
Universitas Sumatera Utara
88
Maximum
335.0
Range
325.0
Interquartile Range
135.2
Skewness
.548
.637
-.186
1.232
Mean
81.500
.7930
95% Confidence Interval for Lower Bound
79.755
Mean
83.245
Kurtosis
Kelembaban
Upper Bound
5% Trimmed Mean
81.556
Median
81.500
Variance
7.545
Std. Deviation
Kecepatan Angin
2.7469
Minimum
77.0
Maximum
85.0
Range
8.0
Interquartile Range
4.0
Skewness
-.379
.637
Kurtosis
-.688
1.232
Mean
2.317
.0649
95% Confidence Interval for Lower Bound
2.174
Mean
2.460
Upper Bound
5% Trimmed Mean
2.324
Median
2.350
Variance
Std. Deviation
.051
.2250
Minimum
1.9
Maximum
2.6
Range
.7
Interquartile Range
.3
Skewness
-.478
.637
Kurtosis
-.588
1.232
Universitas Sumatera Utara
89
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Kasus ISPA 2015
.139
12
.200
*
.967
12
.877
Kasus ISPA < 1 tahun
.200
12
.198
.870
12
.064
Kasus ISPA 1-4 tahun
.222
12
.104
.884
12
.099
Kasus ISPA > 5 tahun
.238
12
.058
.875
12
.076
Suhu Udara
.125
12
.200
*
.964
12
.842
.955
12
.707
Curah Hujan
.127
12
.200
*
Kelembaban
.152
12
.200
*
.920
12
.283
Kecepatan Angin
.144
12
.200
*
.937
12
.463
a. Lilliefors Significance Correction
*. This is a lower bound of the true significance.
1.1.2
Uji Normalitas Kasus ISPA dan Variasi Iklim Tahun 2016
Case Processing Summary
Cases
Valid
N
Missing
Percent
N
Total
Percent
N
Percent
Kasus ISPA 2016
12
100.0%
0
.0%
12
100.0%
Kasus ISPA < 1 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA 1-4 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA > 5 tahun
12
100.0%
0
.0%
12
100.0%
Suhu Udara
12
100.0%
0
.0%
12
100.0%
Curah Hujan
12
100.0%
0
.0%
12
100.0%
Kelembaban
12
100.0%
0
.0%
12
100.0%
Kecepatan Angin
12
100.0%
0
.0%
12
100.0%
Universitas Sumatera Utara
90
Descriptives
Statistic
Kasus ISPA 2016
Mean
5.046E3
95% Confidence Interval for Lower Bound
4.349E3
Mean
Upper Bound
5.062E3
Median
5.094E3
Variance
1.205E6
1.0979E3
Minimum
3436.0
Maximum
6369.0
Range
2933.0
Interquartile Range
2055.2
Skewness
-.175
.637
-1.615
1.232
Mean
148.083
15.6057
95% Confidence Interval for Lower Bound
113.735
Mean
182.431
Kurtosis
Kasus ISPA < 1 tahun
Kasus ISPA 1-4 tahun
316.9494
5.744E3
5% Trimmed Mean
Std. Deviation
Std. Error
Upper Bound
5% Trimmed Mean
145.093
Median
147.500
Variance
2.922E3
Std. Deviation
54.0597
Minimum
85.0
Maximum
265.0
Range
180.0
Interquartile Range
82.8
Skewness
.802
.637
Kurtosis
.309
1.232
Mean
186.500
17.9517
95% Confidence Interval for Lower Bound
146.988
Mean
226.012
Upper Bound
Universitas Sumatera Utara
91
5% Trimmed Mean
184.222
Median
176.500
Variance
3.867E3
Std. Deviation
62.1867
Minimum
104.0
Maximum
310.0
Range
206.0
Interquartile Range
102.2
Skewness
.742
.637
-.110
1.232
Mean
5.190E3
279.7497
95% Confidence Interval for Lower Bound
4.574E3
Mean
5.805E3
Kurtosis
Kasus ISPA > 5 tahun
Upper Bound
5% Trimmed Mean
5.182E3
Median
5.236E3
Variance
9.391E5
Std. Deviation
Suhu Udara
9.6908E2
Minimum
3692.0
Maximum
6822.0
Range
3130.0
Interquartile Range
1645.2
Skewness
-.189
.637
Kurtosis
-.655
1.232
Mean
27.367
.1680
95% Confidence Interval for Lower Bound
26.997
Mean
27.736
Upper Bound
5% Trimmed Mean
27.374
Median
27.400
Variance
Std. Deviation
.339
.5821
Minimum
26.4
Maximum
28.2
Universitas Sumatera Utara
92
Range
1.8
Interquartile Range
1.0
Skewness
Kurtosis
Curah Hujan
Mean
95% Confidence Interval for Lower Bound
Mean
Upper Bound
-1.053
1.232
198.667
48.0092
92.999
304.334
186.019
Median
172.500
Variance
2.766E4
1.6631E2
Minimum
11.0
Maximum
614.0
Range
603.0
Interquartile Range
219.0
Skewness
1.427
.637
Kurtosis
2.697
1.232
Mean
82.167
.7265
95% Confidence Interval for Lower Bound
80.568
Mean
83.766
Upper Bound
5% Trimmed Mean
82.185
Median
82.500
Variance
Std. Deviation
6.333
2.5166
Minimum
78.0
Maximum
86.0
Range
8.0
Interquartile Range
3.5
Skewness
Kecepatan Angin
.637
5% Trimmed Mean
Std. Deviation
Kelembaban
.032
.021
.637
Kurtosis
-.606
1.232
Mean
2.325
.0538
95% Confidence Interval for Lower Bound
2.207
Universitas Sumatera Utara
93
Mean
Upper Bound
2.443
5% Trimmed Mean
2.328
Median
2.400
Variance
.035
Std. Deviation
.1865
Minimum
2.0
Maximum
2.6
Range
.6
Interquartile Range
.2
Skewness
-.132
.637
Kurtosis
-.639
1.232
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Kasus ISPA 2016
.180
12
.200
*
.895
12
.138
Kasus ISPA < 1 tahun
.187
12
.200
*
.923
12
.311
Kasus ISPA 1-4 tahun
.170
12
.200
*
.933
12
.416
.957
12
.733
Kasus ISPA > 5 tahun
.140
12
.200
*
Suhu Udara
.152
12
.200
*
.949
12
.625
Curah Hujan
.164
12
.200
*
.883
12
.097
Kelembaban
.130
12
.200
*
.960
12
.786
Kecepatan Angin
.240
12
.056
.916
12
.254
a. Lilliefors Significance Correction
*. This is a lower bound of the true significance.
Universitas Sumatera Utara
94
1.2
Uji Korelasi
1.2.1
Uji Korelasi Kasus ISPA dengan Variasi Iklim (Suhu Udara, Curah Hujan,
Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA 2015
Std. Deviation
N
6.214E3
1038.7972
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
Correlations
Kasus ISPA 2015
Kasus ISPA 2015
.614
.007
.171
.028
12
12
12
12
12
Pearson Correlation
.163
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.614
.375
.018
.561
12
12
1
.163
.728
*
12
12
12
**
-.282
1
.007
.375
12
12
Pearson Correlation
.423
-.665
Sig. (2-tailed)
.171
.018
.001
12
12
12
12
12
*
-.187
-.590
*
-.353
1
.028
.561
.044
.260
12
12
12
12
Pearson Correlation
Sig. (2-tailed)
N
N
Kecepatan Angin
Kecepatan Angin
-.630
N
Kelembaban
Kelembaban
.423
N
Curah Hujan
Curah Hujan
**
Pearson Correlation
Sig. (2-tailed)
Suhu Udara
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
N
.728
-.630
*
.828
**
-.590
*
.001
.044
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
95
1.2.2
Uji Korelasi Kasus usia < 1 Tahun dengan Variasi Iklim (Suhu Udara,
Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA < 1 tahun
Std. Deviation
N
352.250
121.7681
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
1
.240
-.364
.465
.116
.453
.245
12
12
12
12
12
Pearson Correlation
.233
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.465
.375
.018
.561
12
12
N
12
12
12
Pearson Correlation
.478
-.282
1
Sig. (2-tailed)
.116
.375
12
12
Pearson Correlation
.240
-.665
Sig. (2-tailed)
.453
.018
.001
12
12
12
12
12
-.364
-.187
-.590
*
-.353
1
.245
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.478
N
Curah Hujan
Kelembaban
.233
Sig. (2-tailed)
Suhu Udara
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
-.590
*
.001
.044
12
12
12
**
1
-.353
.828
.260
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
96
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
1
.240
-.364
.465
.116
.453
.245
12
12
12
12
12
Pearson Correlation
.233
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.465
.375
.018
.561
12
12
N
12
12
12
Pearson Correlation
.478
-.282
1
Sig. (2-tailed)
.116
.375
12
12
Pearson Correlation
.240
-.665
Sig. (2-tailed)
.453
.018
.001
12
12
12
12
12
-.364
-.187
-.590
*
-.353
1
.245
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.478
N
Curah Hujan
Kelembaban
.233
Sig. (2-tailed)
Suhu Udara
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
.044
12
12
12
**
1
-.353
.828
.260
Uji Korelasi Kasus ISPA Usia 1-4 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA 1-4 tahun
Std. Deviation
N
454.667
209.9612
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
*
.001
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.3
-.590
Universitas Sumatera Utara
12
97
Correlations
Kasus ISPA 1-4
tahun
Kasus ISPA 1-4 tahun
Pearson Correlation
Suhu Udara
1
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
Curah Hujan
.191
-.182
.920
.283
.551
.571
12
12
12
12
12
-.032
1
-.282
-.665
*
-.187
.375
.018
.561
12
12
12
12
12
Pearson Correlation
.338
-.282
1
Sig. (2-tailed)
.283
.375
12
12
Pearson Correlation
.191
-.665
Sig. (2-tailed)
.551
.018
.001
12
12
12
12
12
-.182
-.187
-.590
*
-.353
1
.571
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.338
.920
N
Kelembaban
-.032
Sig. (2-tailed)
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
.044
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
Uji Korelasi Kasus ISPA Usia > 5 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.209E3
1172.4793
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
*
.001
*. Correlation is significant at the 0.05 level (2-tailed).
1.2.4
-.590
Universitas Sumatera Utara
12
98
Correlations
Kasus ISPA
> 5 tahun
Kasus ISPA > 5 tahun
Pearson Correlation
Suhu
Udara
1
Sig. (2-tailed)
-.499
.009
.329
.099
12
12
12
12
12
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.516
.375
.018
.561
12
12
12
1
**
12
N
12
**
-.282
.009
.375
.713
Sig. (2-tailed)
.828
.001
*
.044
12
12
.309
-.665
Sig. (2-tailed)
.329
.018
.001
12
12
12
12
12
-.499
-.187
-.590
*
-.353
1
.099
.561
.044
.260
12
12
12
12
Pearson Correlation
Sig. (2-tailed)
N
*
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
1.2.5
-.590
Pearson Correlation
N
Kecepatan Angin
.309
.208
Pearson Correlation
Kelembaban
**
.713
Pearson Correlation
N
Curah Hujan
.208
.516
N
Suhu Udara
Curah Hujan Kelembaban Kecepatan Angin
Uji Korelasi Kasus ISPA dengan Variasi Iklim (Suhu Udara, Curah Hujan,
Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.524E3
968.8355
12
Suhu Udara
27.367
.5821
12
Curah Hujan
1.9867E2
166.30877
12
Kelembaban
82.1667
2.51661
12
2.3250
.18647
12
Kecepatan Angin
Universitas Sumatera Utara
12
99
Correlations
Kasus ISPA > 5
tahun
Kasus ISPA > 5 tahun
Pearson Correlation
Suhu Udara
-.637
.014
.001
.177
.026
12
12
12
12
12
*
1
.304
.010
-.410
.337
.975
.185
Sig. (2-tailed)
Suhu Udara
Pearson Correlation
.683
Sig. (2-tailed)
.014
N
Curah Hujan
*
12
12
12
12
**
.304
1
.405
-.315
.001
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.417
.010
.405
1
-.397
Sig. (2-tailed)
.177
.975
.191
12
12
12
12
12
*
-.410
-.315
-.397
1
.026
.185
.318
.201
12
12
12
12
Pearson Correlation
.846
N
N
Kecepatan Angin
.846
12
Sig. (2-tailed)
Kelembaban
Kecepatan Angin
.417
.683
*
Kelembaban
**
1
N
Curah Hujan
Pearson Correlation
-.637
Sig. (2-tailed)
N
.201
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.6
Uji Korelasi Kasus ISPA usia < 1 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA < 1 tahun
Std. Deviation
N
148.083
54.0597
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Universitas Sumatera Utara
12
100
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
Pearson Correlation
.126
-.552
.006
.066
.698
.063
12
12
12
12
12
**
1
.304
.010
-.410
.337
.975
.185
.741
Sig. (2-tailed)
.006
N
Curah Hujan
12
12
12
12
12
Pearson Correlation
.546
.304
1
.405
-.315
Sig. (2-tailed)
.066
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.126
.010
.405
1
-.397
Sig. (2-tailed)
.698
.975
.191
12
12
12
12
12
-.552
-.410
-.315
-.397
1
.063
.185
.318
.201
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.546
.741
Sig. (2-tailed)
Suhu Udara
Kelembaban
**
1
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
.201
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.7
Uji Korelasi Kasus ISPA Usia 1-4 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA 1-4 tahun
Std. Deviation
N
186.500
62.1867
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Universitas Sumatera Utara
12
101
Correlations
Kasus ISPA 1-4
tahun
Kasus ISPA 1-4 tahun
Pearson Correlation
Suhu Udara
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
N
Curah Hujan
-.609
*
-.075
.486
.230
.036
.817
.109
12
12
12
12
12
-.374
1
.304
.010
-.410
.337
.975
.185
.230
12
12
12
12
*
.304
1
.405
-.315
.036
.337
.191
.318
12
12
12
12
12
-.075
.010
.405
1
-.397
.817
.975
.191
12
12
12
12
12
Pearson Correlation
.486
-.410
-.315
-.397
1
Sig. (2-tailed)
.109
.185
.318
.201
12
12
12
12
Pearson Correlation
N
Pearson Correlation
Sig. (2-tailed)
N
Kecepatan Angin
Kecepatan Angin
12
Sig. (2-tailed)
Kelembaban
Kelembaban
-.374
1
Sig. (2-tailed)
N
Curah Hujan
N
-.609
.201
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
102
1.2.8
Uji Korelasi Kasus ISPA Usia > 5 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
2
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.190E3
969.0814
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Correlations
Kasus ISPA > 5 tahun
Kasus ISPA > 5
Suhu
tahun
Udara
Pearson Correlation
Suhu Udara
-.637
.018
.000
.180
.026
12
12
12
12
12
*
1
.304
.010
-.410
.337
.975
.185
Pearson Correlation
.665
Sig. (2-tailed)
.018
N
Curah Hujan
*
12
12
12
12
**
.304
1
.405
-.315
.000
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.415
.010
.405
1
-.397
Sig. (2-tailed)
.180
.975
.191
12
12
12
12
12
*
-.410
-.315
-.397
1
.026
.185
.318
.201
12
12
12
12
Pearson Correlation
N
N
Kecepatan Angin
.855
12
Sig. (2-tailed)
Kelembaban
Kecepatan Angin
.415
.665
*
Kelembaban
**
1
Sig. (2-tailed)
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
.855
-.637
.201
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
Universitas Sumatera Utara
12
103
3. Uji Regresi Linear Sederhana
3.1 Uji Regresi Linear Sederhana Kasus ISPA dengan Curah Hujan Tahun
2015
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2015
b
Model Summary
Model
R
1
.695
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.484
.432
1048.0665
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2015
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
1.029E7
1
1.029E7
Residual
1.098E7
10
1098443.484
Total
2.127E7
11
Sig.
9.367
.012
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2015
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
4636.936
542.944
9.763
3.190
Coefficients
Beta
t
.695
Sig.
8.540
.000
3.061
.012
a. Dependent Variable: Kasus ISPA 2015
Universitas Sumatera Utara
104
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2015
Predicted Value
Residual
1
-1.827
3552.0
5466.777
-1.9148E3
2
.229
5726.0
5486.303
2.3970E2
3
.009
4744.0
4734.564
9.4356
4
-1.401
3667.0
5134.841
-1.4678E3
5
.153
6105.0
5945.156
1.5984E2
6
1.536
6442.0
4832.193
1.6098E3
7
.618
7179.0
6530.926
6.4807E2
8
.955
7141.0
6140.413
1.0006E3
9
.283
6447.0
6150.175
2.9682E2
10
.531
7888.0
7331.478
5.5652E2
11
-.644
7233.0
7907.486
-6.7449E2
12
-.442
6077.0
6540.689
-4.6369E2
a. Dependent Variable: Kasus ISPA 2015
3.2 Uji Regresi Linear Sederhana Kasus ISPA usia > 5 Tahun dengan Curah
Hujan Tahun 2015
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.713
R Square
a
.509
Adjusted R
Std. Error of the
Square
Estimate
.460
Durbin-Watson
861.9233
1.502
Universitas Sumatera Utara
105
b
Model Summary
Model
R
1
.713
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.509
.460
Durbin-Watson
861.9233
1.502
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
7692667.741
1
7692667.741
Residual
7429118.259
10
742911.826
1.512E7
11
Total
Sig.
10.355
.009
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Coefficients
Std. Error
Beta
4015.929
446.514
8.442
2.623
Curah Hujan
t
.713
Sig.
8.994
.000
3.218
.009
a. Dependent Variable: Kasus ISPA > 5 tahun
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4100.344
6843.845
5.209E3
836.2616
12
-1.6015E3
1.5052E3
.0000
821.8116
12
Std. Predicted Value
-1.326
1.955
.000
1.000
12
Std. Residual
-1.858
1.746
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
106
3.3 Uji Regresi Linear Sederhana Kasus ISPA dengan Suhu Udara Tahun
2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2016
b
Model Summary
Model
R
1
.683
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.466
.413
742.5110
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA 2016
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
4811838.855
1
4811838.855
Residual
5513226.061
10
551322.606
1.033E7
11
Total
Sig.
a
8.728
.014
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA 2016
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Std. Error
-25572.822
10528.210
1136.306
384.630
Coefficients
Beta
.683
-2.429
.036
2.954
.014
Universitas Sumatera Utara
107
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Coefficients
Std. Error
-25572.822
10528.210
1136.306
384.630
Beta
t
.683
Sig.
-2.429
.036
2.954
.014
a. Dependent Variable: Kasus ISPA 2016
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2016
Predicted Value
Residual
1
-.892
5354.0
6016.483
-6.6248E2
2
.350
5708.0
5448.330
2.5967E2
3
-.967
4162.0
4880.177
-7.1818E2
4
-.589
3988.0
4425.654
-4.3765E2
5
-.003
6469.0
6471.005
-2.0049
6
-.444
5346.0
5675.591
-3.2959E2
7
-.216
5970.0
6130.113
-1.6011E2
8
-.451
6136.0
6471.005
-3.3500E2
9
1.967
7136.0
5675.591
1.4604E3
10
1.636
6322.0
5107.438
1.2146E3
11
.410
5298.0
4993.807
3.0419E2
12
-.800
4400.0
4993.807
-5.9381E2
a. Dependent Variable: Kasus ISPA 2016
3.4 Uji Regresi Linear Sederhana Kasus ISPA dengan Curah Hujan Tahun
2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2016
Universitas Sumatera Utara
108
b
Model Summary
Model
R
1
.846
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.716
.688
541.0755
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2016
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
7397437.953
1
7397437.953
Residual
2927626.964
10
292762.696
1.033E7
11
Total
Sig.
25.268
.001
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2016
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
4544.471
249.752
4.931
.981
Coefficients
Beta
t
.846
Sig.
18.196
.000
5.027
.001
a. Dependent Variable: Kasus ISPA 2016
Universitas Sumatera Utara
109
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2016
Predicted Value
Residual
1
.858
5354.0
4889.637
4.6436E2
2
-.757
5708.0
6117.439
-4.0944E2
3
-.807
4162.0
4598.711
-4.3671E2
4
-1.302
3988.0
4692.399
-7.0440E2
5
1.561
6469.0
5624.346
8.4465E2
6
.515
5346.0
5067.150
2.7885E2
7
.748
5970.0
5565.174
4.0483E2
8
.800
6136.0
5703.241
4.3276E2
9
-.806
7136.0
7572.065
-4.3606E2
10
.342
6322.0
6137.163
1.8484E2
11
.135
5298.0
5224.940
73.0600
12
-1.288
4400.0
5096.736
-6.9674E2
a. Dependent Variable: Kasus ISPA 2016
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4598.711
7572.064
5.524E3
820.0575
12
-7.0440E2
844.6544
.0000
515.8952
12
Std. Predicted Value
-1.128
2.497
.000
1.000
12
Std. Residual
-1.302
1.561
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA 2016
3.5 Uji Regresi Linear Sederhana Kasus ISPA usia < 1 tahun dengan Suhu
Udara Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
110
b
Model Summary
Model
R
1
.305
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.093
.002
53.9957
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA < 1 tahun
b
ANOVA
Model
1
Sum of Squares
Regression
df
Mean Square
2991.614
1
2991.614
Residual
29155.303
10
2915.530
Total
32146.917
11
F
Sig.
a
1.026
.335
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA < 1 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Std. Error
171.348
27.757
-.675
.667
Coefficients
Beta
-.305
6.173
.000
-1.013
.335
a. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
111
Casewise Diagnostics
Case
Number
a
Kasus ISPA < 1
Std. Residual
tahun
Predicted Value
Residual
1
.193
163.0
152.579
10.4212
2
.131
160.0
152.916
7.0836
3
-1.264
85.0
153.254
-68.2539
4
-.862
107.0
153.524
-46.5240
5
.939
203.0
152.309
50.6913
6
-.829
108.0
152.781
-44.7813
7
-.324
135.0
152.511
-17.5113
8
2.087
265.0
152.309
1.1269E2
9
.615
186.0
152.781
33.2187
10
.387
174.0
153.119
20.8811
11
-1.022
98.0
153.186
-55.1864
12
-.051
93.0
95.730
-2.7302
a. Dependent Variable: Kasus ISPA < 1 tahun
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
95.730
153.524
148.083
16.4914
12
-68.2539
112.6913
.0000
51.4828
12
Std. Predicted Value
-3.175
.330
.000
1.000
12
Std. Residual
-1.264
2.087
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
112
3.6 Uji Regresi Linear Sederhana Kasus ISPA usia 1-4 Tahun dengan Curah
Hujan Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 1-4 tahun
b
Model Summary
Model
R
1
.609
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.371
.308
51.7463
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 1-4 tahun
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
15762.191
1
15762.191
Residual
26776.809
10
2677.681
Total
42539.000
11
Sig.
5.887
.036
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 1-4 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
231.719
23.885
-.228
.094
Coefficients
Beta
t
-.609
Sig.
9.701
.000
-2.426
.036
a. Dependent Variable: Kasus ISPA 1-4 tahun
Universitas Sumatera Utara
113
Casewise Diagnostics
Case
Number
a
Kasus ISPA 1-4
Std. Residual
tahun
Predicted Value
Residual
1
1.086
272.0
215.786
56.2138
2
.404
180.0
159.111
20.8894
3
1.561
310.0
229.215
80.7847
4
-.694
189.0
224.891
-35.8907
5
-.171
173.0
181.872
-8.8719
6
-1.403
135.0
207.592
-72.5921
7
-.244
172.0
184.603
-12.6032
8
-1.434
104.0
178.230
-74.2301
9
.735
130.0
91.965
38.0352
10
-.564
129.0
158.200
-29.2001
11
.864
245.0
200.309
44.6915
12
-.140
199.0
206.226
-7.2264
a. Dependent Variable: Kasus ISPA 1-4 tahun
3.7 Uji Regresi Linear Sederhana Kasus ISPA usia > 5 Tahun dengan Suhu
Udara Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.665
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.442
.387
758.8910
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
114
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
4571150.877
1
4571150.877
Residual
5759155.790
10
575915.579
1.033E7
11
Total
Sig.
a
7.937
.018
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA > 5 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Coefficients
Std. Error
-25119.529
10760.466
1107.522
393.115
Beta
.665
-2.334
.042
2.817
.018
a. Dependent Variable: Kasus ISPA > 5 tahun
Casewise Diagnostics
Case
Number
a
Kasus ISPA > 5
Std. Residual
tahun
Predicted Value
Residual
1
-.989
4919.0
5669.593
-7.5059E2
2
.332
5368.0
5115.832
2.5217E2
3
-1.048
3767.0
4562.071
-7.9507E2
4
-.563
3692.0
4119.062
-4.2706E2
5
-.026
6093.0
6112.602
-19.6020
6
-.309
5103.0
5337.336
-2.3434E2
7
-.155
5663.0
5780.345
-1.1735E2
8
-.455
5767.0
6112.602
-3.4560E2
9
1.956
6822.0
5337.336
1.4847E3
10
1.628
6019.0
4783.575
1.2354E3
11
.372
4955.0
4672.823
2.8218E2
12
-.744
4108.0
4672.823
-5.6482E2
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
115
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4119.062
6112.602
5.190E3
644.6388
12
-7.9507E2
1.4847E3
.0000
723.5742
12
Std. Predicted Value
-1.661
1.432
.000
1.000
12
Std. Residual
-1.048
1.956
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
3.8 Uji Regresi Linear Sederhana Kasus ISPA Usia > 5 Tahun dengan Curah
Hujan Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.855
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.731
.705
526.6674
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
116
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
Regression
7556521.111
1
7556521.111
Residual
2773785.555
10
277378.556
1.033E7
11
Total
F
27.243
Sig.
.000
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Casewise Diagnostics
Case
Number
a
Kasus ISPA > 5
Std. Residual
tahun
Predicted Value
Residual
1
.704
4919.0
4548.434
3.7057E2
2
-.800
5368.0
5789.369
-4.2137E2
3
-.925
3767.0
4254.398
-4.8740E2
4
-1.248
3692.0
4349.087
-6.5709E2
5
1.523
6093.0
5291.001
8.0200E2
6
.712
5103.0
4727.846
3.7515E2
7
.820
5663.0
5231.197
4.3180E2
8
.752
5767.0
5370.740
3.9626E2
9
-.831
6822.0
7259.552
-4.3755E2
10
.398
6019.0
5809.303
2.0970E2
11
.128
4955.0
4887.324
67.6761
12
-1.234
4108.0
4757.748
-6.4975E2
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
117
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4254.397
7259.552
5.190E3
828.8284
12
-6.5709E2
801.9987
.0000
502.1577
12
Std. Predicted Value
-1.128
2.497
.000
1.000
12
Std. Residual
-1.248
1.523
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
Lampiran 1
1.1
Uji Normalitas
1.1.1
Uji Normalitas Kasus ISPA tahun 2015
Case Processing Summary
Cases
Valid
N
Missing
Percent
N
Total
Percent
N
Percent
Kasus ISPA 2015
12
100.0%
0
.0%
12
100.0%
Kasus ISPA < 1 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA 1-4 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA > 5 tahun
12
100.0%
0
.0%
12
100.0%
Suhu Udara
12
100.0%
0
.0%
12
100.0%
Curah Hujan
12
100.0%
0
.0%
12
100.0%
Kelembaban
12
100.0%
0
.0%
12
100.0%
Kecepatan Angin
12
100.0%
0
.0%
12
100.0%
Descriptives
Statistic
Kasus ISPA 2015
Mean
6.214E3
95% Confidence Interval for Lower Bound
5.554E3
Mean
Upper Bound
299.8749
6.874E3
5% Trimmed Mean
6.203E3
Median
6.091E3
Variance
1.079E6
Std. Deviation
Std. Error
1.0388E3
Minimum
4552.0
Maximum
8073.0
Range
3521.0
Universitas Sumatera Utara
86
Interquartile Range
1560.0
Skewness
.058
.637
-.408
1.232
Mean
352.250
35.1514
95% Confidence Interval for Lower Bound
274.882
Mean
429.618
Kurtosis
Kasus ISPA < 1 tahun
Upper Bound
5% Trimmed Mean
350.556
Median
313.000
Variance
1.483E4
Std. Deviation
1.2177E2
Minimum
209.0
Maximum
526.0
Range
317.0
Interquartile Range
240.8
Skewness
.430
.637
-1.603
1.232
Mean
454.667
60.6106
95% Confidence Interval for Lower Bound
321.264
Mean
588.070
Kurtosis
Kasus ISPA 1-4 tahun
Upper Bound
5% Trimmed Mean
446.963
Median
376.000
Variance
4.408E4
Std. Deviation
Minimum
211.0
Maximum
837.0
Range
626.0
Interquartile Range
292.5
Skewness
.919
.637
-.206
1.232
Mean
5.209E3
338.4656
95% Confidence Interval for Lower Bound
4.464E3
Kurtosis
Kasus ISPA > 5 tahun
2.0996E2
Universitas Sumatera Utara
87
Mean
Upper Bound
5% Trimmed Mean
5.251E3
Median
5.532E3
Variance
1.375E6
Std. Deviation
Suhu Udara
1.1725E3
Minimum
3105.0
Maximum
6559.0
Range
3454.0
Interquartile Range
1653.5
Skewness
-.923
.637
Kurtosis
-.141
1.232
Mean
27.600
.1809
95% Confidence Interval for Lower Bound
27.202
Mean
27.998
Upper Bound
5% Trimmed Mean
27.594
Median
27.600
Variance
.393
Std. Deviation
.6267
Minimum
26.6
Maximum
28.7
Range
2.1
Interquartile Range
Curah Hujan
5.954E3
.8
Skewness
-.120
.637
Kurtosis
-.165
1.232
141.333
28.5976
Mean
95% Confidence Interval for Lower Bound
Mean
Upper Bound
78.390
204.276
5% Trimmed Mean
137.870
Median
144.000
Variance
9.814E3
Std. Deviation
99.0650
Minimum
10.0
Universitas Sumatera Utara
88
Maximum
335.0
Range
325.0
Interquartile Range
135.2
Skewness
.548
.637
-.186
1.232
Mean
81.500
.7930
95% Confidence Interval for Lower Bound
79.755
Mean
83.245
Kurtosis
Kelembaban
Upper Bound
5% Trimmed Mean
81.556
Median
81.500
Variance
7.545
Std. Deviation
Kecepatan Angin
2.7469
Minimum
77.0
Maximum
85.0
Range
8.0
Interquartile Range
4.0
Skewness
-.379
.637
Kurtosis
-.688
1.232
Mean
2.317
.0649
95% Confidence Interval for Lower Bound
2.174
Mean
2.460
Upper Bound
5% Trimmed Mean
2.324
Median
2.350
Variance
Std. Deviation
.051
.2250
Minimum
1.9
Maximum
2.6
Range
.7
Interquartile Range
.3
Skewness
-.478
.637
Kurtosis
-.588
1.232
Universitas Sumatera Utara
89
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Kasus ISPA 2015
.139
12
.200
*
.967
12
.877
Kasus ISPA < 1 tahun
.200
12
.198
.870
12
.064
Kasus ISPA 1-4 tahun
.222
12
.104
.884
12
.099
Kasus ISPA > 5 tahun
.238
12
.058
.875
12
.076
Suhu Udara
.125
12
.200
*
.964
12
.842
.955
12
.707
Curah Hujan
.127
12
.200
*
Kelembaban
.152
12
.200
*
.920
12
.283
Kecepatan Angin
.144
12
.200
*
.937
12
.463
a. Lilliefors Significance Correction
*. This is a lower bound of the true significance.
1.1.2
Uji Normalitas Kasus ISPA dan Variasi Iklim Tahun 2016
Case Processing Summary
Cases
Valid
N
Missing
Percent
N
Total
Percent
N
Percent
Kasus ISPA 2016
12
100.0%
0
.0%
12
100.0%
Kasus ISPA < 1 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA 1-4 tahun
12
100.0%
0
.0%
12
100.0%
Kasus ISPA > 5 tahun
12
100.0%
0
.0%
12
100.0%
Suhu Udara
12
100.0%
0
.0%
12
100.0%
Curah Hujan
12
100.0%
0
.0%
12
100.0%
Kelembaban
12
100.0%
0
.0%
12
100.0%
Kecepatan Angin
12
100.0%
0
.0%
12
100.0%
Universitas Sumatera Utara
90
Descriptives
Statistic
Kasus ISPA 2016
Mean
5.046E3
95% Confidence Interval for Lower Bound
4.349E3
Mean
Upper Bound
5.062E3
Median
5.094E3
Variance
1.205E6
1.0979E3
Minimum
3436.0
Maximum
6369.0
Range
2933.0
Interquartile Range
2055.2
Skewness
-.175
.637
-1.615
1.232
Mean
148.083
15.6057
95% Confidence Interval for Lower Bound
113.735
Mean
182.431
Kurtosis
Kasus ISPA < 1 tahun
Kasus ISPA 1-4 tahun
316.9494
5.744E3
5% Trimmed Mean
Std. Deviation
Std. Error
Upper Bound
5% Trimmed Mean
145.093
Median
147.500
Variance
2.922E3
Std. Deviation
54.0597
Minimum
85.0
Maximum
265.0
Range
180.0
Interquartile Range
82.8
Skewness
.802
.637
Kurtosis
.309
1.232
Mean
186.500
17.9517
95% Confidence Interval for Lower Bound
146.988
Mean
226.012
Upper Bound
Universitas Sumatera Utara
91
5% Trimmed Mean
184.222
Median
176.500
Variance
3.867E3
Std. Deviation
62.1867
Minimum
104.0
Maximum
310.0
Range
206.0
Interquartile Range
102.2
Skewness
.742
.637
-.110
1.232
Mean
5.190E3
279.7497
95% Confidence Interval for Lower Bound
4.574E3
Mean
5.805E3
Kurtosis
Kasus ISPA > 5 tahun
Upper Bound
5% Trimmed Mean
5.182E3
Median
5.236E3
Variance
9.391E5
Std. Deviation
Suhu Udara
9.6908E2
Minimum
3692.0
Maximum
6822.0
Range
3130.0
Interquartile Range
1645.2
Skewness
-.189
.637
Kurtosis
-.655
1.232
Mean
27.367
.1680
95% Confidence Interval for Lower Bound
26.997
Mean
27.736
Upper Bound
5% Trimmed Mean
27.374
Median
27.400
Variance
Std. Deviation
.339
.5821
Minimum
26.4
Maximum
28.2
Universitas Sumatera Utara
92
Range
1.8
Interquartile Range
1.0
Skewness
Kurtosis
Curah Hujan
Mean
95% Confidence Interval for Lower Bound
Mean
Upper Bound
-1.053
1.232
198.667
48.0092
92.999
304.334
186.019
Median
172.500
Variance
2.766E4
1.6631E2
Minimum
11.0
Maximum
614.0
Range
603.0
Interquartile Range
219.0
Skewness
1.427
.637
Kurtosis
2.697
1.232
Mean
82.167
.7265
95% Confidence Interval for Lower Bound
80.568
Mean
83.766
Upper Bound
5% Trimmed Mean
82.185
Median
82.500
Variance
Std. Deviation
6.333
2.5166
Minimum
78.0
Maximum
86.0
Range
8.0
Interquartile Range
3.5
Skewness
Kecepatan Angin
.637
5% Trimmed Mean
Std. Deviation
Kelembaban
.032
.021
.637
Kurtosis
-.606
1.232
Mean
2.325
.0538
95% Confidence Interval for Lower Bound
2.207
Universitas Sumatera Utara
93
Mean
Upper Bound
2.443
5% Trimmed Mean
2.328
Median
2.400
Variance
.035
Std. Deviation
.1865
Minimum
2.0
Maximum
2.6
Range
.6
Interquartile Range
.2
Skewness
-.132
.637
Kurtosis
-.639
1.232
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Kasus ISPA 2016
.180
12
.200
*
.895
12
.138
Kasus ISPA < 1 tahun
.187
12
.200
*
.923
12
.311
Kasus ISPA 1-4 tahun
.170
12
.200
*
.933
12
.416
.957
12
.733
Kasus ISPA > 5 tahun
.140
12
.200
*
Suhu Udara
.152
12
.200
*
.949
12
.625
Curah Hujan
.164
12
.200
*
.883
12
.097
Kelembaban
.130
12
.200
*
.960
12
.786
Kecepatan Angin
.240
12
.056
.916
12
.254
a. Lilliefors Significance Correction
*. This is a lower bound of the true significance.
Universitas Sumatera Utara
94
1.2
Uji Korelasi
1.2.1
Uji Korelasi Kasus ISPA dengan Variasi Iklim (Suhu Udara, Curah Hujan,
Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA 2015
Std. Deviation
N
6.214E3
1038.7972
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
Correlations
Kasus ISPA 2015
Kasus ISPA 2015
.614
.007
.171
.028
12
12
12
12
12
Pearson Correlation
.163
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.614
.375
.018
.561
12
12
1
.163
.728
*
12
12
12
**
-.282
1
.007
.375
12
12
Pearson Correlation
.423
-.665
Sig. (2-tailed)
.171
.018
.001
12
12
12
12
12
*
-.187
-.590
*
-.353
1
.028
.561
.044
.260
12
12
12
12
Pearson Correlation
Sig. (2-tailed)
N
N
Kecepatan Angin
Kecepatan Angin
-.630
N
Kelembaban
Kelembaban
.423
N
Curah Hujan
Curah Hujan
**
Pearson Correlation
Sig. (2-tailed)
Suhu Udara
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
N
.728
-.630
*
.828
**
-.590
*
.001
.044
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
95
1.2.2
Uji Korelasi Kasus usia < 1 Tahun dengan Variasi Iklim (Suhu Udara,
Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA < 1 tahun
Std. Deviation
N
352.250
121.7681
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
1
.240
-.364
.465
.116
.453
.245
12
12
12
12
12
Pearson Correlation
.233
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.465
.375
.018
.561
12
12
N
12
12
12
Pearson Correlation
.478
-.282
1
Sig. (2-tailed)
.116
.375
12
12
Pearson Correlation
.240
-.665
Sig. (2-tailed)
.453
.018
.001
12
12
12
12
12
-.364
-.187
-.590
*
-.353
1
.245
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.478
N
Curah Hujan
Kelembaban
.233
Sig. (2-tailed)
Suhu Udara
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
-.590
*
.001
.044
12
12
12
**
1
-.353
.828
.260
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
96
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
1
.240
-.364
.465
.116
.453
.245
12
12
12
12
12
Pearson Correlation
.233
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.465
.375
.018
.561
12
12
N
12
12
12
Pearson Correlation
.478
-.282
1
Sig. (2-tailed)
.116
.375
12
12
Pearson Correlation
.240
-.665
Sig. (2-tailed)
.453
.018
.001
12
12
12
12
12
-.364
-.187
-.590
*
-.353
1
.245
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.478
N
Curah Hujan
Kelembaban
.233
Sig. (2-tailed)
Suhu Udara
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
.044
12
12
12
**
1
-.353
.828
.260
Uji Korelasi Kasus ISPA Usia 1-4 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA 1-4 tahun
Std. Deviation
N
454.667
209.9612
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
*
.001
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.3
-.590
Universitas Sumatera Utara
12
97
Correlations
Kasus ISPA 1-4
tahun
Kasus ISPA 1-4 tahun
Pearson Correlation
Suhu Udara
1
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
Curah Hujan
.191
-.182
.920
.283
.551
.571
12
12
12
12
12
-.032
1
-.282
-.665
*
-.187
.375
.018
.561
12
12
12
12
12
Pearson Correlation
.338
-.282
1
Sig. (2-tailed)
.283
.375
12
12
Pearson Correlation
.191
-.665
Sig. (2-tailed)
.551
.018
.001
12
12
12
12
12
-.182
-.187
-.590
*
-.353
1
.571
.561
.044
.260
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.338
.920
N
Kelembaban
-.032
Sig. (2-tailed)
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
*
.828
**
.044
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
Uji Korelasi Kasus ISPA Usia > 5 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2015
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.209E3
1172.4793
12
Suhu Udara
27.600
.6267
12
Curah Hujan
141.333
99.0650
12
Kelembaban
81.500
2.7469
12
2.317
.2250
12
Kecepatan Angin
*
.001
*. Correlation is significant at the 0.05 level (2-tailed).
1.2.4
-.590
Universitas Sumatera Utara
12
98
Correlations
Kasus ISPA
> 5 tahun
Kasus ISPA > 5 tahun
Pearson Correlation
Suhu
Udara
1
Sig. (2-tailed)
-.499
.009
.329
.099
12
12
12
12
12
1
-.282
-.665
*
-.187
Sig. (2-tailed)
.516
.375
.018
.561
12
12
12
1
**
12
N
12
**
-.282
.009
.375
.713
Sig. (2-tailed)
.828
.001
*
.044
12
12
.309
-.665
Sig. (2-tailed)
.329
.018
.001
12
12
12
12
12
-.499
-.187
-.590
*
-.353
1
.099
.561
.044
.260
12
12
12
12
Pearson Correlation
Sig. (2-tailed)
N
*
12
12
12
**
1
-.353
.828
.260
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
1.2.5
-.590
Pearson Correlation
N
Kecepatan Angin
.309
.208
Pearson Correlation
Kelembaban
**
.713
Pearson Correlation
N
Curah Hujan
.208
.516
N
Suhu Udara
Curah Hujan Kelembaban Kecepatan Angin
Uji Korelasi Kasus ISPA dengan Variasi Iklim (Suhu Udara, Curah Hujan,
Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.524E3
968.8355
12
Suhu Udara
27.367
.5821
12
Curah Hujan
1.9867E2
166.30877
12
Kelembaban
82.1667
2.51661
12
2.3250
.18647
12
Kecepatan Angin
Universitas Sumatera Utara
12
99
Correlations
Kasus ISPA > 5
tahun
Kasus ISPA > 5 tahun
Pearson Correlation
Suhu Udara
-.637
.014
.001
.177
.026
12
12
12
12
12
*
1
.304
.010
-.410
.337
.975
.185
Sig. (2-tailed)
Suhu Udara
Pearson Correlation
.683
Sig. (2-tailed)
.014
N
Curah Hujan
*
12
12
12
12
**
.304
1
.405
-.315
.001
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.417
.010
.405
1
-.397
Sig. (2-tailed)
.177
.975
.191
12
12
12
12
12
*
-.410
-.315
-.397
1
.026
.185
.318
.201
12
12
12
12
Pearson Correlation
.846
N
N
Kecepatan Angin
.846
12
Sig. (2-tailed)
Kelembaban
Kecepatan Angin
.417
.683
*
Kelembaban
**
1
N
Curah Hujan
Pearson Correlation
-.637
Sig. (2-tailed)
N
.201
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.6
Uji Korelasi Kasus ISPA usia < 1 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA < 1 tahun
Std. Deviation
N
148.083
54.0597
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Universitas Sumatera Utara
12
100
Correlations
Kasus ISPA < 1
tahun
Kasus ISPA < 1 tahun
Pearson Correlation
Suhu Udara
Pearson Correlation
.126
-.552
.006
.066
.698
.063
12
12
12
12
12
**
1
.304
.010
-.410
.337
.975
.185
.741
Sig. (2-tailed)
.006
N
Curah Hujan
12
12
12
12
12
Pearson Correlation
.546
.304
1
.405
-.315
Sig. (2-tailed)
.066
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.126
.010
.405
1
-.397
Sig. (2-tailed)
.698
.975
.191
12
12
12
12
12
-.552
-.410
-.315
-.397
1
.063
.185
.318
.201
12
12
12
12
N
Kelembaban
N
Kecepatan Angin
Kecepatan Angin
.546
.741
Sig. (2-tailed)
Suhu Udara
Kelembaban
**
1
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
.201
**. Correlation is significant at the 0.01 level (2-tailed).
1.2.7
Uji Korelasi Kasus ISPA Usia 1-4 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
Descriptive Statistics
Mean
Kasus ISPA 1-4 tahun
Std. Deviation
N
186.500
62.1867
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Universitas Sumatera Utara
12
101
Correlations
Kasus ISPA 1-4
tahun
Kasus ISPA 1-4 tahun
Pearson Correlation
Suhu Udara
Suhu Udara
Pearson Correlation
Sig. (2-tailed)
N
Curah Hujan
-.609
*
-.075
.486
.230
.036
.817
.109
12
12
12
12
12
-.374
1
.304
.010
-.410
.337
.975
.185
.230
12
12
12
12
*
.304
1
.405
-.315
.036
.337
.191
.318
12
12
12
12
12
-.075
.010
.405
1
-.397
.817
.975
.191
12
12
12
12
12
Pearson Correlation
.486
-.410
-.315
-.397
1
Sig. (2-tailed)
.109
.185
.318
.201
12
12
12
12
Pearson Correlation
N
Pearson Correlation
Sig. (2-tailed)
N
Kecepatan Angin
Kecepatan Angin
12
Sig. (2-tailed)
Kelembaban
Kelembaban
-.374
1
Sig. (2-tailed)
N
Curah Hujan
N
-.609
.201
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
12
102
1.2.8
Uji Korelasi Kasus ISPA Usia > 5 Tahun dengan Variasi Iklim (Suhu
Udara, Curah Hujan, Kelembaban, dan Kecepatan Angin) Tahun 2016
2
Descriptive Statistics
Mean
Kasus ISPA > 5 tahun
Std. Deviation
N
5.190E3
969.0814
12
Suhu Udara
27.367
.5821
12
Curah Hujan
198.667
166.3088
12
Kelembaban
82.167
2.5166
12
2.325
.1865
12
Kecepatan Angin
Correlations
Kasus ISPA > 5 tahun
Kasus ISPA > 5
Suhu
tahun
Udara
Pearson Correlation
Suhu Udara
-.637
.018
.000
.180
.026
12
12
12
12
12
*
1
.304
.010
-.410
.337
.975
.185
Pearson Correlation
.665
Sig. (2-tailed)
.018
N
Curah Hujan
*
12
12
12
12
**
.304
1
.405
-.315
.000
.337
.191
.318
12
12
12
12
12
Pearson Correlation
.415
.010
.405
1
-.397
Sig. (2-tailed)
.180
.975
.191
12
12
12
12
12
*
-.410
-.315
-.397
1
.026
.185
.318
.201
12
12
12
12
Pearson Correlation
N
N
Kecepatan Angin
.855
12
Sig. (2-tailed)
Kelembaban
Kecepatan Angin
.415
.665
*
Kelembaban
**
1
Sig. (2-tailed)
N
Curah Hujan
Pearson Correlation
Sig. (2-tailed)
N
.855
-.637
.201
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
Universitas Sumatera Utara
12
103
3. Uji Regresi Linear Sederhana
3.1 Uji Regresi Linear Sederhana Kasus ISPA dengan Curah Hujan Tahun
2015
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2015
b
Model Summary
Model
R
1
.695
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.484
.432
1048.0665
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2015
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
1.029E7
1
1.029E7
Residual
1.098E7
10
1098443.484
Total
2.127E7
11
Sig.
9.367
.012
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2015
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
4636.936
542.944
9.763
3.190
Coefficients
Beta
t
.695
Sig.
8.540
.000
3.061
.012
a. Dependent Variable: Kasus ISPA 2015
Universitas Sumatera Utara
104
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2015
Predicted Value
Residual
1
-1.827
3552.0
5466.777
-1.9148E3
2
.229
5726.0
5486.303
2.3970E2
3
.009
4744.0
4734.564
9.4356
4
-1.401
3667.0
5134.841
-1.4678E3
5
.153
6105.0
5945.156
1.5984E2
6
1.536
6442.0
4832.193
1.6098E3
7
.618
7179.0
6530.926
6.4807E2
8
.955
7141.0
6140.413
1.0006E3
9
.283
6447.0
6150.175
2.9682E2
10
.531
7888.0
7331.478
5.5652E2
11
-.644
7233.0
7907.486
-6.7449E2
12
-.442
6077.0
6540.689
-4.6369E2
a. Dependent Variable: Kasus ISPA 2015
3.2 Uji Regresi Linear Sederhana Kasus ISPA usia > 5 Tahun dengan Curah
Hujan Tahun 2015
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.713
R Square
a
.509
Adjusted R
Std. Error of the
Square
Estimate
.460
Durbin-Watson
861.9233
1.502
Universitas Sumatera Utara
105
b
Model Summary
Model
R
1
.713
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.509
.460
Durbin-Watson
861.9233
1.502
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
7692667.741
1
7692667.741
Residual
7429118.259
10
742911.826
1.512E7
11
Total
Sig.
10.355
.009
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Coefficients
Std. Error
Beta
4015.929
446.514
8.442
2.623
Curah Hujan
t
.713
Sig.
8.994
.000
3.218
.009
a. Dependent Variable: Kasus ISPA > 5 tahun
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4100.344
6843.845
5.209E3
836.2616
12
-1.6015E3
1.5052E3
.0000
821.8116
12
Std. Predicted Value
-1.326
1.955
.000
1.000
12
Std. Residual
-1.858
1.746
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
106
3.3 Uji Regresi Linear Sederhana Kasus ISPA dengan Suhu Udara Tahun
2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2016
b
Model Summary
Model
R
1
.683
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.466
.413
742.5110
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA 2016
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
4811838.855
1
4811838.855
Residual
5513226.061
10
551322.606
1.033E7
11
Total
Sig.
a
8.728
.014
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA 2016
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Std. Error
-25572.822
10528.210
1136.306
384.630
Coefficients
Beta
.683
-2.429
.036
2.954
.014
Universitas Sumatera Utara
107
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Coefficients
Std. Error
-25572.822
10528.210
1136.306
384.630
Beta
t
.683
Sig.
-2.429
.036
2.954
.014
a. Dependent Variable: Kasus ISPA 2016
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2016
Predicted Value
Residual
1
-.892
5354.0
6016.483
-6.6248E2
2
.350
5708.0
5448.330
2.5967E2
3
-.967
4162.0
4880.177
-7.1818E2
4
-.589
3988.0
4425.654
-4.3765E2
5
-.003
6469.0
6471.005
-2.0049
6
-.444
5346.0
5675.591
-3.2959E2
7
-.216
5970.0
6130.113
-1.6011E2
8
-.451
6136.0
6471.005
-3.3500E2
9
1.967
7136.0
5675.591
1.4604E3
10
1.636
6322.0
5107.438
1.2146E3
11
.410
5298.0
4993.807
3.0419E2
12
-.800
4400.0
4993.807
-5.9381E2
a. Dependent Variable: Kasus ISPA 2016
3.4 Uji Regresi Linear Sederhana Kasus ISPA dengan Curah Hujan Tahun
2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 2016
Universitas Sumatera Utara
108
b
Model Summary
Model
R
1
.846
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.716
.688
541.0755
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2016
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
7397437.953
1
7397437.953
Residual
2927626.964
10
292762.696
1.033E7
11
Total
Sig.
25.268
.001
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 2016
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
4544.471
249.752
4.931
.981
Coefficients
Beta
t
.846
Sig.
18.196
.000
5.027
.001
a. Dependent Variable: Kasus ISPA 2016
Universitas Sumatera Utara
109
Casewise Diagnostics
Case
Number
a
Kasus ISPA
Std. Residual
2016
Predicted Value
Residual
1
.858
5354.0
4889.637
4.6436E2
2
-.757
5708.0
6117.439
-4.0944E2
3
-.807
4162.0
4598.711
-4.3671E2
4
-1.302
3988.0
4692.399
-7.0440E2
5
1.561
6469.0
5624.346
8.4465E2
6
.515
5346.0
5067.150
2.7885E2
7
.748
5970.0
5565.174
4.0483E2
8
.800
6136.0
5703.241
4.3276E2
9
-.806
7136.0
7572.065
-4.3606E2
10
.342
6322.0
6137.163
1.8484E2
11
.135
5298.0
5224.940
73.0600
12
-1.288
4400.0
5096.736
-6.9674E2
a. Dependent Variable: Kasus ISPA 2016
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4598.711
7572.064
5.524E3
820.0575
12
-7.0440E2
844.6544
.0000
515.8952
12
Std. Predicted Value
-1.128
2.497
.000
1.000
12
Std. Residual
-1.302
1.561
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA 2016
3.5 Uji Regresi Linear Sederhana Kasus ISPA usia < 1 tahun dengan Suhu
Udara Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
a
b
Method
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
110
b
Model Summary
Model
R
1
.305
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.093
.002
53.9957
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA < 1 tahun
b
ANOVA
Model
1
Sum of Squares
Regression
df
Mean Square
2991.614
1
2991.614
Residual
29155.303
10
2915.530
Total
32146.917
11
F
Sig.
a
1.026
.335
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA < 1 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Std. Error
171.348
27.757
-.675
.667
Coefficients
Beta
-.305
6.173
.000
-1.013
.335
a. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
111
Casewise Diagnostics
Case
Number
a
Kasus ISPA < 1
Std. Residual
tahun
Predicted Value
Residual
1
.193
163.0
152.579
10.4212
2
.131
160.0
152.916
7.0836
3
-1.264
85.0
153.254
-68.2539
4
-.862
107.0
153.524
-46.5240
5
.939
203.0
152.309
50.6913
6
-.829
108.0
152.781
-44.7813
7
-.324
135.0
152.511
-17.5113
8
2.087
265.0
152.309
1.1269E2
9
.615
186.0
152.781
33.2187
10
.387
174.0
153.119
20.8811
11
-1.022
98.0
153.186
-55.1864
12
-.051
93.0
95.730
-2.7302
a. Dependent Variable: Kasus ISPA < 1 tahun
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
95.730
153.524
148.083
16.4914
12
-68.2539
112.6913
.0000
51.4828
12
Std. Predicted Value
-3.175
.330
.000
1.000
12
Std. Residual
-1.264
2.087
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA < 1 tahun
Universitas Sumatera Utara
112
3.6 Uji Regresi Linear Sederhana Kasus ISPA usia 1-4 Tahun dengan Curah
Hujan Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA 1-4 tahun
b
Model Summary
Model
R
1
.609
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.371
.308
51.7463
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 1-4 tahun
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
15762.191
1
15762.191
Residual
26776.809
10
2677.681
Total
42539.000
11
Sig.
5.887
.036
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA 1-4 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Curah Hujan
Std. Error
231.719
23.885
-.228
.094
Coefficients
Beta
t
-.609
Sig.
9.701
.000
-2.426
.036
a. Dependent Variable: Kasus ISPA 1-4 tahun
Universitas Sumatera Utara
113
Casewise Diagnostics
Case
Number
a
Kasus ISPA 1-4
Std. Residual
tahun
Predicted Value
Residual
1
1.086
272.0
215.786
56.2138
2
.404
180.0
159.111
20.8894
3
1.561
310.0
229.215
80.7847
4
-.694
189.0
224.891
-35.8907
5
-.171
173.0
181.872
-8.8719
6
-1.403
135.0
207.592
-72.5921
7
-.244
172.0
184.603
-12.6032
8
-1.434
104.0
178.230
-74.2301
9
.735
130.0
91.965
38.0352
10
-.564
129.0
158.200
-29.2001
11
.864
245.0
200.309
44.6915
12
-.140
199.0
206.226
-7.2264
a. Dependent Variable: Kasus ISPA 1-4 tahun
3.7 Uji Regresi Linear Sederhana Kasus ISPA usia > 5 Tahun dengan Suhu
Udara Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Suhu Udara
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.665
R Square
a
Adjusted R
Std. Error of the
Square
Estimate
.442
.387
758.8910
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
114
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
F
Regression
4571150.877
1
4571150.877
Residual
5759155.790
10
575915.579
1.033E7
11
Total
Sig.
a
7.937
.018
t
Sig.
a. Predictors: (Constant), Suhu Udara
b. Dependent Variable: Kasus ISPA > 5 tahun
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Suhu Udara
Coefficients
Std. Error
-25119.529
10760.466
1107.522
393.115
Beta
.665
-2.334
.042
2.817
.018
a. Dependent Variable: Kasus ISPA > 5 tahun
Casewise Diagnostics
Case
Number
a
Kasus ISPA > 5
Std. Residual
tahun
Predicted Value
Residual
1
-.989
4919.0
5669.593
-7.5059E2
2
.332
5368.0
5115.832
2.5217E2
3
-1.048
3767.0
4562.071
-7.9507E2
4
-.563
3692.0
4119.062
-4.2706E2
5
-.026
6093.0
6112.602
-19.6020
6
-.309
5103.0
5337.336
-2.3434E2
7
-.155
5663.0
5780.345
-1.1735E2
8
-.455
5767.0
6112.602
-3.4560E2
9
1.956
6822.0
5337.336
1.4847E3
10
1.628
6019.0
4783.575
1.2354E3
11
.372
4955.0
4672.823
2.8218E2
12
-.744
4108.0
4672.823
-5.6482E2
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
115
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4119.062
6112.602
5.190E3
644.6388
12
-7.9507E2
1.4847E3
.0000
723.5742
12
Std. Predicted Value
-1.661
1.432
.000
1.000
12
Std. Residual
-1.048
1.956
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
3.8 Uji Regresi Linear Sederhana Kasus ISPA Usia > 5 Tahun dengan Curah
Hujan Tahun 2016
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Curah Hujan
b
Method
a
. Enter
a. All requested variables entered.
b. Dependent Variable: Kasus ISPA > 5 tahun
b
Model Summary
Model
1
R
.855
Adjusted R
Std. Error of the
Square
Estimate
R Square
a
.731
.705
526.6674
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
116
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
Regression
7556521.111
1
7556521.111
Residual
2773785.555
10
277378.556
1.033E7
11
Total
F
27.243
Sig.
.000
a
a. Predictors: (Constant), Curah Hujan
b. Dependent Variable: Kasus ISPA > 5 tahun
Casewise Diagnostics
Case
Number
a
Kasus ISPA > 5
Std. Residual
tahun
Predicted Value
Residual
1
.704
4919.0
4548.434
3.7057E2
2
-.800
5368.0
5789.369
-4.2137E2
3
-.925
3767.0
4254.398
-4.8740E2
4
-1.248
3692.0
4349.087
-6.5709E2
5
1.523
6093.0
5291.001
8.0200E2
6
.712
5103.0
4727.846
3.7515E2
7
.820
5663.0
5231.197
4.3180E2
8
.752
5767.0
5370.740
3.9626E2
9
-.831
6822.0
7259.552
-4.3755E2
10
.398
6019.0
5809.303
2.0970E2
11
.128
4955.0
4887.324
67.6761
12
-1.234
4108.0
4757.748
-6.4975E2
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara
117
Residuals Statistics
Minimum
Predicted Value
Maximum
a
Mean
Std. Deviation
N
4254.397
7259.552
5.190E3
828.8284
12
-6.5709E2
801.9987
.0000
502.1577
12
Std. Predicted Value
-1.128
2.497
.000
1.000
12
Std. Residual
-1.248
1.523
.000
.953
12
Residual
a. Dependent Variable: Kasus ISPA > 5 tahun
Universitas Sumatera Utara