Penerapan Analisis Komponen Utama Dalam Penentuan Faktor Dominan Yang Mempengaruhi Prestasi Belajar Siswa (Studi Kasus : SMA Negeri 1 Medan)
ANGKET/KUESIONER
“PENERAPAN ANALISIS KOMPONEN UTAMA DALAM PENENTUAN FAKTOR
DOMINAN YANG MEMPENGARUHI PRESTASI BELAJAR SISWA”
(Studi Kasus : SMA Negeri 1 Medan)
No
Nama
:
Jenis Kelamin
: [ ]Laki-laki
Kelas
:
Nilai Raport
:
Variabel
[ ]Perempuan
Pernyataan
Skala
1.
X1 = Bakat
Bakat merupakan komponen dasar siswa dalam menggali
potensi yang dimilikinya sehingga dapat menciptakan
prestasi sesuai dengan prestasi yang dimilikinya.
1
2
3
4
5
2.
X2 = Minat
Jika bahan pelajaran yang dipelajari tidak sesuai dengan
minat siswa, siswa tidak akan belajar dengan sebaikbaiknya karena tidak ada daya tarik baginya.
1
2
3
4
5
3.
X3 = Motivasi
siswa
Motivasi adalah keinginan atau dorongan untuk belajar,
tanpa motivasi siswa tidak akan mengerti apa yang akan
dipelajari dan tidak memahami mengapa hal itu perlu
dipelajari, kegiatan belajar-mengajar sulit untuk berhasil.
1
2
3
4
5
4.
X4 = Motivasi
orang tua
Dalam meningkatkan prestasi siswa, dorongan/motivasi
orang tua sangat berperan penting
1
2
3
4
5
5.
X5 = Fasilitas
belajar di rumah
Intensitas saya belajar di rumah dipengaruhi oleh fasilitas
belajar yang ada di rumah.
1
2
3
4
5
6.
X6 = Kualitas
pengajaran guru
Interaksi tanya-jawab antara guru dengan siswa sering
dilakukan untuk mengetahui sejauh mana tingkat
penguasaan siswa dalam menerima materi yang diajarkan.
1
2
3
4
5
7.
X7 = Fasilitas
sekolah
Sarana dan prasarana yang ada di sekolah sudah cukup
memadai dalam mendukung kegiatan belajar-mengajar.
1
2
3
4
5
8.
X8 =
Ekstrakulikuler
Dengan mengikuti kegiatan ekstrakulikuler yang terdapat di
sekolah merupakan salah satu cara meningkatkan
kreativitas siswa.
1
2
3
4
5
Universitas Sumatera Utara
9.
X9 = Les
tambahan
Saya mengikuti bimbingan di luar sekolah untuk
menambah ilmu pengetahuan dan memperdalam materi
pelajaran.
1
2
3
4
5
10.
X10 = Pergaulan
siswa
Siswa menyadari bahwa pergaulan dengan teman di
lingkungan masyarakat sangat berpengaruh terhadap
prestasi di sekolah.
1
2
3
4
5
Universitas Sumatera Utara
DATA HASIL KUESIONER
Nomor
Responden
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X1
X2
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X4
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X6
X7
X8
X9
X10
5
3
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3
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3
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5
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4
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2
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1
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2
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2
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2
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2
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2
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3
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5
3
2
2
2
5
5
1
2
3
2
2
2
2
4
4
5
2
3
2
5
2
3
2
2
3
2
2
4
4
5
4
3
4
4
3
3
4
5
5
2
4
4
3
5
4
4
4
4
4
2
4
2
2
2
4
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5
4
4
5
2
3
4
3
3
4
4
3
3
3
4
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5
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5
3
2
3
4
4
2
2
5
5
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5
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5
5
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3
3
2
5
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5
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3
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3
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5
2
5
3
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3
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5
2
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2
2
2
4
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4
4
4
5
2
3
3
4
4
4
3
5
5
2
5
2
5
2
5
2
3
1
4
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3
2
2
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3
3
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4
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5
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5
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4
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5
2
5
4
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3
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2
4
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4
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5
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3
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3
5
4
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4
1
5
3
4
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4
5
5
4
2
4
4
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2
2
2
4
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2
4
3
4
Universitas Sumatera Utara
41.
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4
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3
3
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3
3
3
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3
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2
3
3
2
5
5
5
4
5
4
4
2
4
5
5
4
4
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3
5
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3
3
4
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2
2
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5
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2
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3
5
5
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2
5
5
4
5
4
4
2
4
2
4
5
5
4
3
3
3
4
5
5
3
2
2
2
5
5
5
3
5
2
5
4
4
4
4
4
2
2
3
4
5
5
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2
3
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3
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4
3
2
4
5
4
2
2
2
4
2
5
4
4
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4
5
4
4
3
4
4
4
5
2
2
4
4
3
3
5
5
5
4
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4
4
5
4
5
4
4
3
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4
4
5
4
4
2
3
3
4
3
4
5
5
5
4
4
4
5
4
4
4
4
4
4
4
4
5
4
5
4
4
5
4
5
4
5
4
2
5
4
4
3
5
2
3
5
5
4
2
2
2
4
3
4
3
4
4
2
5
5
5
4
5
2
5
4
3
2
4
2
3
3
4
5
5
5
4
2
5
2
2
5
4
4
3
4
3
3
4
5
4
3
2
2
4
3
2
5
4
4
2
5
5
4
2
5
4
5
2
2
2
4
2
2
2
5
4
5
5
5
4
5
5
4
4
4
5
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5
4
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5
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5
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3
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5
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4
4
5
5
5
5
5
2
4
4
4
4
5
4
5
2
2
5
5
5
5
4
4
5
5
2
3
5
5
4
4
5
2
5
4
5
5
2
5
1
1
5
5
3
4
5
4
3
5
5
4
1
3
4
4
4
2
2
1
1
4
4
5
5
4
5
4
5
2
4
3
4
2
2
4
Universitas Sumatera Utara
84.
85.
86.
87.
88.
89.
90.
4
4
4
4
4
4
5
5
4
4
5
4
4
4
5
4
2
5
2
2
2
4
3
4
5
4
4
4
4
4
4
4
4
4
4
1
2
2
5
4
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2
3
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5
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2
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4
5
4
4
5
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4
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4
2
2
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4
3
4
5
Universitas Sumatera Utara
DATA HASIL KUESIONER (INTERVAL)
Nomor
Responden
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
41.
42.
43.
44.
45.
46.
47.
48.
49.
50.
51.
52.
53.
54.
55.
56.
X1
X2
X3
X4
X5
X6
X7
X8
X9
X10
4,887
2,725
4,887
4,887
3,674
2,725
2,725
3,674
2,725
4,887
3,674
3,674
2,725
2,725
4,887
3,674
3,674
4,887
4,887
3,674
3,674
1,936
3,674
3,674
3,674
3,674
3,674
3,674
3,674
1,936
3,674
1,936
3,674
3,674
1,936
1,000
3,674
2,725
3,674
3,674
3,674
4,887
4,887
4,887
4,887
3,674
3,674
3,674
2,725
4,887
4,887
2,725
2,725
4,887
2,725
2,725
4,941
3,568
4,941
3,568
3,568
3,568
4,941
4,941
2,028
3,568
1,000
2,028
2,588
3,568
2,028
4,941
4,941
4,941
4,941
2,028
2,588
3,568
3,568
4,941
3,568
3,568
3,568
3,568
3,568
4,941
3,568
2,028
4,941
3,568
2,028
3,568
4,941
4,941
3,568
3,568
3,568
3,568
2,588
4,941
4,941
3,568
4,941
2,588
2,588
3,568
4,941
3,568
3,568
3,568
3,568
3,568
3,418
3,857
4,765
4,765
2,612
4,765
2,612
4,765
3,418
4,765
3,857
4,765
4,765
3,418
2,612
2,612
2,612
4,765
4,765
1,000
2,612
3,418
2,612
2,612
2,612
2,612
3,857
3,857
4,765
2,612
3,418
2,612
4,765
2,612
3,418
2,612
2,612
3,418
2,612
2,612
3,418
4,765
4,765
3,857
4,765
2,612
4,765
4,765
3,857
4,765
3,857
3,857
2,612
3,857
2,612
3,857
2,748
2,748
4,035
2,748
1,817
2,748
2,748
1,817
1,817
2,748
4,035
4,035
1,000
2,748
2,748
1,817
4,035
2,748
2,748
2,748
2,748
2,748
1,000
2,748
1,000
1,000
1,000
2,748
2,748
4,035
2,748
2,748
4,035
1,000
1,817
2,748
1,817
1,817
2,748
2,748
1,817
2,748
4,035
4,035
2,748
2,748
4,035
1,000
1,817
4,035
2,748
1,817
2,748
2,748
1,817
1,000
1,785
1,785
1,785
2,833
2,833
4,172
4,172
2,833
2,833
4,172
1,785
1,000
1,785
2,833
2,833
1,000
1,000
4,172
4,172
2,833
2,833
4,172
2,833
4,172
2,833
2,833
2,833
2,833
2,833
4,172
4,172
2,833
4,172
1,785
1,785
1,000
4,172
2,833
4,172
1,000
4,172
4,172
4,172
2,833
2,833
2,833
2,833
4,172
2,833
4,172
2,833
2,833
1,785
2,833
2,833
2,833
3,018
3,761
4,914
3,761
3,018
4,914
3,761
4,914
2,302
4,914
3,018
3,761
3,761
3,018
3,761
3,761
3,761
4,914
4,914
3,761
3,761
4,914
2,302
3,761
2,302
2,302
2,302
3,761
3,761
4,914
3,761
3,761
3,761
3,761
4,914
2,302
3,018
3,018
3,761
3,761
3,761
3,761
4,914
3,761
4,914
3,761
4,914
3,761
2,302
4,914
3,761
3,761
3,018
4,914
2,302
3,018
3,937
3,255
4,999
4,999
2,458
4,999
2,458
4,999
2,458
4,999
2,458
3,255
1,000
3,937
3,937
3,937
3,937
3,937
3,937
4,999
3,255
3,937
3,937
3,255
3,937
3,255
2,458
2,458
3,937
3,255
3,937
4,999
3,937
3,255
3,255
3,937
3,255
2,458
3,937
3,937
3,937
4,999
4,999
4,999
3,937
2,458
4,999
2,458
2,458
4,999
3,937
3,937
3,255
3,937
3,255
3,255
2,873
2,873
2,873
4,427
2,873
4,427
2,873
2,873
2,873
4,427
2,873
2,873
2,873
2,873
2,873
4,427
4,427
4,427
4,427
2,873
2,873
2,873
2,873
2,873
4,427
4,427
4,427
2,873
2,873
4,427
4,427
4,427
4,427
2,873
4,427
1,000
4,427
4,427
2,873
2,873
4,427
2,873
4,427
4,427
4,427
2,873
4,427
4,427
2,873
2,873
2,873
4,427
4,427
4,427
2,873
2,873
2,495
1,663
2,495
3,774
1,000
3,774
1,000
3,774
2,495
2,495
1,000
1,663
1,663
1,663
2,495
2,495
2,495
3,774
3,774
2,495
2,495
2,495
1,000
2,495
2,495
2,495
3,774
2,495
3,774
2,495
2,495
2,495
3,774
2,495
2,495
1,000
2,495
3,774
1,663
2,495
2,495
2,495
2,495
3,774
2,495
1,663
2,495
3,774
2,495
3,774
2,495
2,495
2,495
3,774
3,774
3,774
4,251
1,856
4,251
4,251
2,379
3,101
2,379
4,251
3,101
3,101
3,101
1,000
4,251
2,379
3,101
3,101
3,101
4,251
4,251
3,101
1,856
3,101
3,101
3,101
1,856
1,856
1,856
3,101
3,101
3,101
3,101
2,379
3,101
2,379
2,379
3,101
1,856
3,101
2,379
3,101
1,856
4,251
3,101
4,251
4,251
1,856
4,251
1,000
1,000
4,251
4,251
2,379
3,101
4,251
3,101
2,379
Universitas Sumatera Utara
57.
58.
59.
60.
61.
62.
63.
64.
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.
76.
77.
78.
79.
80.
81.
82.
83.
84.
85.
86.
87.
88.
89.
90.
4,887
4,887
3,674
2,725
2,725
2,725
3,674
2,725
3,674
1,936
2,725
2,725
1,936
4,887
4,887
4,887
3,674
4,887
3,674
3,674
1,936
3,674
4,887
4,887
3,674
3,674
3,674
3,674
3,674
3,674
3,674
3,674
3,674
4,887
3,568
3,568
4,941
3,568
2,588
2,588
3,568
3,568
2,028
2,028
3,568
3,568
3,568
3,568
3,568
3,568
3,568
4,941
3,568
3,568
2,028
3,568
3,568
3,568
3,568
3,568
3,568
4,941
3,568
3,568
4,941
3,568
3,568
3,568
4,765
4,765
3,857
3,418
3,418
3,418
3,857
4,765
4,765
3,418
2,612
2,612
2,612
4,765
4,765
4,765
3,418
4,765
2,612
4,765
3,857
3,857
3,857
3,857
3,857
2,612
2,612
4,765
3,857
2,612
4,765
2,612
2,612
2,612
2,748
4,035
2,748
1,000
1,000
1,000
2,748
1,000
4,035
2,748
2,748
2,748
2,748
4,035
2,748
2,748
1,817
2,748
2,748
2,748
4,035
1,000
1,000
2,748
2,748
1,817
1,817
2,748
1,817
2,748
4,035
2,748
2,748
2,748
4,172
2,833
2,833
1,000
1,785
1,785
2,833
1,785
2,833
4,172
4,172
4,172
2,833
2,833
2,833
4,172
2,833
2,833
2,833
2,833
2,833
2,833
2,833
2,833
4,172
2,833
4,172
2,833
2,833
2,833
2,833
2,833
2,833
2,833
4,914
4,914
3,761
2,302
2,302
2,302
3,761
3,018
3,761
3,018
3,761
3,761
2,302
4,914
4,914
4,914
3,761
4,914
2,302
4,914
3,761
3,018
2,302
3,761
2,302
3,018
3,018
1,000
2,302
2,302
4,914
3,761
3,761
3,761
3,937
4,999
3,937
3,255
2,458
2,458
3,937
3,255
2,458
4,999
3,937
3,937
2,458
4,999
4,999
3,937
2,458
4,999
3,937
4,999
2,458
2,458
2,458
3,937
2,458
2,458
2,458
2,458
3,255
3,937
4,999
3,255
3,937
2,458
4,427
2,873
4,427
2,873
4,427
2,873
4,427
4,427
4,427
4,427
2,873
2,873
4,427
4,427
4,427
4,427
2,873
2,873
4,427
2,873
4,427
4,427
2,873
2,873
2,873
4,427
4,427
4,427
2,873
4,427
2,873
4,427
2,873
2,873
3,774
3,774
1,000
2,495
2,495
2,495
2,495
3,774
2,495
3,774
1,000
1,000
3,774
3,774
3,774
3,774
2,495
2,495
3,774
3,774
1,000
1,663
3,774
3,774
2,495
2,495
3,774
3,774
3,774
2,495
2,495
3,774
2,495
1,000
4,251
4,251
3,101
1,000
2,379
3,101
3,101
3,101
1,856
1,856
1,000
1,000
3,101
3,101
4,251
4,251
3,101
4,251
3,101
4,251
1,856
3,101
2,379
3,101
1,856
1,856
3,101
1,856
3,101
3,101
3,101
2,379
3,101
4,251
Universitas Sumatera Utara
Perhitungan Korelasi Product Moment untuk X1 dan Y
No.
X
Y
X2
Y2
XY
Responden
1.
4,887
29,466
23,88277
868,2452
144,0003
2.
2,725
25,366
7,425625
643,434
69,12235
3.
4,887
35,058
23,88277
1229,063
171,3284
4.
4,887
35,126
23,88277
1233,836
171,6608
5.
3,674
22,558
13,49828
508,8634
82,87809
6.
2,725
36,468
7,425625
1329,915
99,3753
7.
2,725
26,944
7,425625
725,9791
73,4224
8.
3,674
35,167
13,49828
1236,718
129,2036
9.
2,725
23,325
7,425625
544,0556
63,56063
10.
4,887
35,189
23,88277
1238,266
171,9686
11.
3,674
23,127
13,49828
534,8581
84,9686
12.
3,674
24,38
13,49828
594,3844
89,57212
13.
2,725
23,686
7,425625
561,0266
64,54435
14.
2,725
26,437
7,425625
698,915
72,04083
15.
4,887
26,388
23,88277
696,3265
128,9582
16.
3,674
28,091
13,49828
789,1043
103,2063
17.
3,674
30,309
13,49828
918,6355
111,3553
18.
4,887
37,929
23,88277
1438,609
185,359
19.
4,887
37,929
23,88277
1438,609
185,359
20.
3,674
25,838
13,49828
667,6022
94,92881
21.
3,674
25,021
13,49828
626,0504
91,92715
22.
1,936
31,226
3,748096
975,0631
60,45354
23.
3,674
23,226
13,49828
539,4471
85,33232
24.
3,674
29,958
13,49828
897,4818
110,0657
25.
3,674
25,03
13,49828
626,5009
91,96022
26.
3,674
24,348
13,49828
592,8251
89,45455
27.
3,674
26,075
13,49828
679,9056
95,79955
28.
3,674
27,694
13,49828
766,9576
101,7478
29.
3,674
31,36
13,49828
983,4496
115,2166
Universitas Sumatera Utara
30.
1,936
33,952
3,748096
1152,738
65,73107
31.
3,674
31,627
13,49828
1000,267
116,1976
32.
1,936
28,282
3,748096
799,8715
54,75395
33.
3,674
36,913
13,49828
1362,57
135,6184
34.
3,674
23,728
13,49828
563,018
87,17667
35.
1,936
26,518
3,748096
703,2043
51,33885
36.
1,000
21,268
1
452,3278
21,268
37.
3,674
28,593
13,49828
817,5596
105,0507
38.
2,725
29,787
7,425625
887,2654
81,16958
39.
3,674
27,713
13,49828
768,0104
101,8176
40.
3,674
26,095
13,49828
680,949
95,87303
41.
3,674
29,451
13,49828
867,3614
108,203
42.
4,887
33,632
23,88277
1131,111
164,3596
43.
4,887
35,496
23,88277
1259,966
173,469
44.
4,887
36,878
23,88277
1359,987
180,2228
45.
4,887
35,311
23,88277
1246,867
172,5649
46.
3,674
24,372
13,49828
593,9944
89,54273
47.
3,674
37,66
13,49828
1418,276
138,3628
48.
3,674
27,945
13,49828
780,923
102,6699
49.
2,725
22,223
7,425625
493,8617
60,55768
50.
4,887
37,351
23,88277
1395,097
182,5343
51.
4,887
31,696
23,88277
1004,636
154,8984
52.
2,725
29,074
7,425625
845,2975
79,22665
53.
2,725
27,009
7,425625
729,4861
73,59953
54.
4,887
34,309
23,88277
1177,107
167,6681
55.
2,725
26,135
7,425625
683,0382
71,21788
56.
2,725
26,557
7,425625
705,2742
72,36783
57.
4,887
36,556
23,88277
1336,341
178,6492
58.
4,887
36,012
23,88277
1296,864
175,9906
59.
3,674
30,605
13,49828
936,666
112,4428
60.
2,725
20,911
7,425625
437,2699
56,98248
61.
2,725
22,852
7,425625
522,2139
62,2717
62.
2,725
22,02
7,425625
484,8804
60,0045
63.
3,674
30,727
13,49828
944,1485
112,891
Universitas Sumatera Utara
64.
2,725
28,693
7,425625
823,2882
78,18843
65.
3,674
28,658
13,49828
821,281
105,2895
66.
1,936
30,44
3,748096
926,5936
58,93184
67.
2,725
25,671
7,425625
659,0002
69,95348
68.
2,725
25,671
7,425625
659,0002
69,95348
69.
1,936
27,823
3,748096
774,1193
53,86533
70.
4,887
36,416
23,88277
1326,125
177,965
71.
4,887
36,279
23,88277
1316,166
177,2955
72.
4,887
36,556
23,88277
1336,341
178,6492
73.
3,674
26,324
13,49828
692,953
96,71438
74.
4,887
34,819
23,88277
1212,363
170,1605
75.
3,674
29,302
13,49828
858,6072
107,6555
76.
3,674
34,725
13,49828
1205,826
127,5797
77.
1,936
26,255
3,748096
689,325
50,82968
78.
3,674
25,925
13,49828
672,1056
95,24845
79.
4,887
25,044
23,88277
627,2019
122,39
80.
4,887
30,452
23,88277
927,3243
148,8189
81.
3,674
26,329
13,49828
693,2162
96,73275
82.
3,674
25,084
13,49828
629,2071
92,15862
83.
3,674
28,947
13,49828
837,9288
106,3513
84.
3,674
28,802
13,49828
829,5552
105,8185
85.
3,674
27,38
13,49828
749,6644
100,5941
86.
3,674
28,023
13,49828
785,2885
102,9565
87.
3,674
34,956
13,49828
1221,922
128,4283
88.
3,674
29,357
13,49828
861,8334
107,8576
89.
3,674
27,928
13,49828
779,9732
102,6075
90.
4,887
26,104
23,88525
681,4188
127,5769
326,638
2633,911
1263,632
79018,36
9765,955
Jumlah
Universitas Sumatera Utara
n
r xy
n
X2
X
90 1263,632
r xy
r xy =
r xy
2
n
Y
Y2
90 9765,955
r xy
r xy
X.
XY
326,638
Y
2
326,638 2633,911
2
90 79018,36
2633,911
2
878936 860334,5
113726,9 106692,2 7111652 6937487
18601,48
7034,705 174165,2
18601,48
1225200760
18601,48
35002,86
r xy = 0,531
Universitas Sumatera Utara
Hasil outout SPSS for Windows 20.0
Case Processing Summary
N
%
Valid
90
100,0
a
Cases Excluded
0
,0
Total
90
100,0
Reliability Statistics
Cronbach's
N of
Alpha
Items
,767
10
a. Listwise deletion based on all
variables in the procedure.
Item-Total Statistics
Scale Mean if
Scale
Corrected
Item Deleted
Variance if
Item-Total
Item Deleted
Correlation
VAR00001
VAR00002
VAR00003
VAR00004
VAR00005
VAR00006
VAR00007
VAR00008
VAR00009
VAR00010
29,2660
29,2657
29,2660
30,3599
29,9555
29,2660
29,2659
29,2661
30,1906
29,9560
21,745
23,540
22,182
23,015
23,994
21,091
21,557
24,846
23,088
21,522
,531
,328
,488
,381
,273
,613
,550
,211
,382
,552
Cronbach's
Alpha if Item
Deleted
,734
,761
,740
,755
,768
,722
,731
,774
,754
,731
Universitas Sumatera Utara
Correlation Matrixa
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
Correlatio 5
n
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
Sig. (1tailed)
VAR0001
0
VAR0000
1
1,000
,282
,390
,231
,174
,368
,346
,082
,288
,513
,282
1,000
,122
,114
,133
,194
,231
,105
,163
,370
,390
,122
1,000
,244
,130
,435
,256
,157
,387
,364
,231
,114
,244
1,000
,139
,508
,454
,028
-,038
,277
,174
,133
,130
,139
1,000
,273
,176
,226
,192
,018
,368
,194
,435
,508
,273
1,000
,555
,107
,112
,483
,346
,231
,256
,454
,176
,555
1,000
,068
,247
,420
,082
,105
,157
,028
,226
,107
,068
1,000
,363
,009
,288
,163
,387
-,038
,192
,112
,247
,363
1,000
,301
,513
,370
,364
,277
,018
,483
,420
,009
,301
1,000
,004
,000
,014
,051
,000
,000
,222
,003
,000
Universitas Sumatera Utara
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
5
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
VAR0001
0
a. Determinant = ,079
,004
,125
,143
,105
,033
,014
,163
,063
,000
,010
,111
,000
,008
,070
,000
,000
,096
,000
,000
,398
,359
,004
,005
,048
,016
,035
,432
,000
,158
,147
,000
,261
,010
,000
,000
,465
,000
,125
,014
,143
,010
,051
,105
,111
,096
,000
,033
,000
,000
,005
,000
,014
,008
,000
,048
,000
,222
,163
,070
,398
,016
,158
,261
,003
,063
,000
,359
,035
,147
,010
,000
,000
,000
,000
,004
,432
,000
,000
,465
,002
,002
Universitas Sumatera Utara
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling
Adequacy.
Approx. Chi-Square
Bartlett's Test of
df
Sphericity
Sig.
,738
215,393
45
,000
Communalities
Initial
Extraction
VAR00001
1,000
,551
VAR00002
1,000
,319
VAR00003
1,000
,433
VAR00004
1,000
,685
VAR00005
1,000
,567
VAR00006
1,000
,729
VAR00007
1,000
,577
VAR00008
1,000
,633
VAR00009
1,000
,694
VAR00010
1,000
,727
Extraction Method: Principal Component
Analysis.
Universitas Sumatera Utara
Anti-image Matrices
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
Antiimage
VAR0000
Covarianc 5
e
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
,653
-,070
-,121
-,017
-,084
-,005
-,049
,011
-,039
-,182
-,070
,827
,036
,012
-,084
,026
-,051
-,068
,007
-,174
-,121
,036
,651
-,061
,040
-,163
,074
-,005
-,206
-,023
-,017
,012
-,061
,668
-,020
-,136
-,169
-,025
,131
-,017
-,084
-,084
,040
-,020
,826
-,147
,001
-,099
-,104
,145
-,005
,026
-,163
-,136
-,147
,459
-,174
-,057
,118
-,142
-,049
-,051
,074
-,169
,001
-,174
,579
,045
-,139
-,042
,011
-,068
-,005
-,025
-,099
-,057
,045
,817
-,241
,090
-,039
,007
-,206
,131
-,104
,118
-,139
-,241
,623
-,122
Universitas Sumatera Utara
VAR0001
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
Anti5
image
Correlatio VAR0000
n
6
VAR0000
7
VAR0000
8
VAR0000
9
VAR0001
0
-,182
-,174
-,023
-,017
,145
-,142
-,042
,090
-,122
,525
,849a
-,095
-,186
-,026
-,115
-,008
-,079
,015
-,061
-,310
-,095
,787a
,049
,016
-,102
,042
-,073
-,083
,010
-,264
-,186
,049
,757a
-,092
,055
-,298
,121
-,006
-,323
-,039
-,026
,016
-,092
,786a
-,027
-,246
-,271
-,035
,203
-,028
-,115
-,102
,055
-,027
,623a
-,238
,001
-,121
-,145
,221
-,008
,042
-,298
-,246
-,238
,731a
-,338
-,093
,220
-,289
-,079
-,073
,121
-,271
,001
-,338
,787a
,065
-,231
-,077
,015
-,083
-,006
-,035
-,121
-,093
,065
,588a
-,338
,138
-,061
,010
-,323
,203
-,145
,220
-,231
-,338
,579a
-,212
-,310
-,264
-,039
-,028
,221
-,289
-,077
,138
-,212
,750a
a. Measures of Sampling Adequacy(MSA)
Universitas Sumatera Utara
Component
1
2
3
4
5
6
7
8
9
10
Total
3,372
1,418
1,125
,935
,755
,640
,568
,486
,424
,278
Initial Eigenvalues
% of Variance Cumulative %
33,721
33,721
14,176
47,897
11,248
59,144
9,349
68,494
7,553
76,047
6,399
82,446
5,675
88,121
4,864
92,985
4,237
97,222
2,778
100,000
Total Variance Explained
Extraction Sums of Squared Loadings
Total
% of Variance Cumulative %
3,372
33,721
33,721
1,418
14,176
47,897
1,125
11,248
59,144
Rotation Sums of Squared Loadings
Total
% of Variance Cumulative %
2,304
23,041
23,041
2,104
21,045
44,086
1,506
15,059
59,144
Extraction Method: Principal Component Analysis.
Universitas Sumatera Utara
Component Matrixa
Component
1
2
3
VAR00001
,679
,032
-,297
VAR00002
,447
,075
-,337
VAR00003
,631
,166
-,087
VAR00004
,551
-,482
,387
VAR00005
,350
,305
,593
VAR00006
,762
-,284
,260
VAR00007
,705
-,243
,146
VAR00008
,255
,680
,326
VAR00009
,475
,661
-,178
VAR00010
,721
-,139
-,433
Extraction Method: Principal Component
Analysis.
a. 3 components extracted.
Rotated Component Matrixa
Component
1
2
3
VAR00001
,695
,250
,071
VAR00002
,561
,058
,017
VAR00003
,541
,256
,273
VAR00004
,058
,825
-,032
VAR00005
-,095
,365
,652
VAR00006
,328
,778
,125
VAR00007
,370
,658
,083
VAR00008
,078
-,050
,790
VAR00009
,572
-,170
,581
VAR00010
,789
,300
-,125
Extraction Method: Principal Component
Analysis.
Rotation Method: Varimax with Kaiser
Normalization.
a. Rotation converged in 6 iterations.
Universitas Sumatera Utara
Reproduced Correlations
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
Reproduce VAR0000
4
d
Correlatio VAR0000
n
5
VAR0000
6
VAR0000
7
VAR0000
8
,551a
,406
,460
,244
,071
,431
,428
,098
,396
,614
,406
,319a
,323
,080
-,021
,231
,247
,055
,321
,458
,460
,323
,433a
,234
,220
,411
,391
,246
,425
,470
,244
,080
,234
,685a
,275
,657
,561
-,062
-,126
,297
,071
-,021
,220
,275
,567a
,334
,259
,489
,262
-,047
,431
,231
,411
,657
,334
,729a
,644
,085
,127
,476
,428
,247
,391
,561
,259
,644
,577a
,062
,148
,479
,098
,055
,246
-,062
,489
,085
,062
,633a
,512
-,052
Universitas Sumatera Utara
Residual
b
VAR0000
9
VAR0001
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
5
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
,396
,321
,425
-,126
,262
,127
,148
,512
,694a
,328
,614
,458
,470
,297
-,047
,476
,479
-,052
,328
,727a
-,124
-,070
-,013
,102
-,063
-,082
-,016
-,108
-,102
-,201
,034
,154
-,037
-,016
,050
-,159
-,088
,010
-,090
,024
-,136
-,089
-,038
-,106
-,136
-,149
-,107
,089
,087
-,019
-,061
-,083
-,264
-,070
,065
-,088
,022
-,016
,007
,007
,098
-,059
-,149
,061
-,124
-,070
-,201
-,013
,034
,010
,102
,154
-,090
-,136
-,063
-,037
,024
-,149
-,061
-,082
-,016
-,136
-,107
-,083
-,088
-,016
,050
-,089
,089
-,264
,022
,007
-,108
-,159
-,038
,087
-,070
-,016
,098
-,149
-,106
-,019
,065
,007
-,059
,061
VAR0001
-,102
-,088
0
Extraction Method: Principal Component Analysis.
a. Reproduced communalities
-,027
-,027
Universitas Sumatera Utara
b. Residuals are computed between observed and reproduced correlations. There are 31 (68,0%) nonredundant residuals with absolute values
greater than 0.05.
Universitas Sumatera Utara
Perhitungan Nilai Cronbach Alpha Untuk Variabel X1
1.
Mencari nilai varians dari masing-masing variabel dengan menggunakan rumus
varians sebagai berikut :
s 2 ( X1 )
0,8782
s 2 ( X2 )
0,8304
s 2 ( X3 )
0,8493
s 2 ( X4 )
0,8601
s 2 ( X5 )
0,8342
s 2 ( X6 )
0,8839
s 2 ( X7 )
0,8909
s 2 ( X8 )
0,6821
s 2 ( X9 )
0,8308
s 2 ( X10 )
0,8973
2.
Mencari nilai total varians (tanpa variabel X1).
s 2t
3.
21,745
Melakukan proses perhitungan nilai Alpha Cronbach variabel X1 dengan
menggunakan rumus :
r
0,8304 0,8493 0,8601 0,8342 0,8839
0,8909 0,6821 0,8308 0,8973
10
1
21,745
10 1
Universitas Sumatera Utara
r
10
7,5011
1
9
21,745
r
1,11 1 0,3449
r
1,11 0,6551
r
0,7271
Dari hasil perhitungan diperoleh nilai Cronabch Alpha untuk variabel X1 = 0,7271 hampir
sama dengan output SPSS yaitu 0,734. Hal ini disebabkan karena faktor pembulatan dalam
proses perhitungannya.
Perhitungan Korelasi Antara Variabel X1 Dengan X2
Nomor
Responden
X1
X2
X12
X22
X1X2
1.
4,887
4,941
23,88277
24,41348
24,14667
2.
2,725
3,568
7,425625
12,73062
9,7228
3.
4,887
4,941
23,88277
24,41348
24,14667
4.
4,887
3,568
23,88277
12,73062
17,43682
5.
3,674
3,568
13,49828
12,73062
13,10883
6.
2,725
3,568
7,425625
12,73062
9,7228
7.
2,725
4,941
7,425625
24,41348
13,46423
8.
3,674
4,941
13,49828
24,41348
18,15323
9.
2,725
2,028
7,425625
4,112784
5,5263
10.
4,887
3,568
23,88277
12,73062
17,43682
11.
3,674
1,000
13,49828
1
3,674
12.
3,674
2,028
13,49828
4,112784
7,450872
13.
2,725
2,588
7,425625
6,697744
7,0523
14.
2,725
3,568
7,425625
12,73062
9,7228
15.
4,887
2,028
23,88277
4,112784
9,910836
16.
3,674
4,941
13,49828
24,41348
18,15323
17.
3,674
4,941
13,49828
24,41348
18,15323
18.
4,887
4,941
23,88277
24,41348
24,14667
Universitas Sumatera Utara
19.
4,887
4,941
23,88277
24,41348
24,14667
20.
3,674
2,028
13,49828
4,112784
7,450872
21.
3,674
2,588
13,49828
6,697744
9,508312
22.
1,936
3,568
3,748096
12,73062
6,907648
23.
3,674
3,568
13,49828
12,73062
13,10883
24.
3,674
4,941
13,49828
24,41348
18,15323
25.
3,674
3,568
13,49828
12,73062
13,10883
26.
3,674
3,568
13,49828
12,73062
13,10883
27.
3,674
3,568
13,49828
12,73062
13,10883
28.
3,674
3,568
13,49828
12,73062
13,10883
29.
3,674
3,568
13,49828
12,73062
13,10883
30.
1,936
4,941
3,748096
24,41348
9,565776
31.
3,674
3,568
13,49828
12,73062
13,10883
32.
1,936
2,028
3,748096
4,112784
3,926208
33.
3,674
4,941
13,49828
24,41348
18,15323
34.
3,674
3,568
13,49828
12,73062
13,10883
35.
1,936
2,028
3,748096
4,112784
3,926208
36.
1,000
3,568
1
12,73062
3,568
37.
3,674
4,941
13,49828
24,41348
18,15323
38.
2,725
4,941
7,425625
24,41348
13,46423
39.
3,674
3,568
13,49828
12,73062
13,10883
40.
3,674
3,568
13,49828
12,73062
13,10883
41.
3,674
3,568
13,49828
12,73062
13,10883
42.
4,887
3,568
23,88277
12,73062
17,43682
43.
4,887
2,588
23,88277
6,697744
12,64756
44.
4,887
4,941
23,88277
24,41348
24,14667
45.
4,887
4,941
23,88277
24,41348
24,14667
46.
3,674
3,568
13,49828
12,73062
13,10883
47.
3,674
4,941
13,49828
24,41348
18,15323
48.
3,674
2,588
13,49828
6,697744
9,508312
49.
2,725
2,588
7,425625
6,697744
7,0523
50.
4,887
3,568
23,88277
12,73062
17,43682
51.
4,887
4,941
23,88277
24,41348
24,14667
52.
2,725
3,568
7,425625
12,73062
9,7228
53.
2,725
3,568
7,425625
12,73062
9,7228
Universitas Sumatera Utara
54.
4,887
3,568
23,88277
12,73062
17,43682
55.
2,725
3,568
7,425625
12,73062
9,7228
56.
2,725
3,568
7,425625
12,73062
9,7228
57.
4,887
3,568
23,88277
12,73062
17,43682
58.
4,887
3,568
23,88277
12,73062
17,43682
59.
3,674
4,941
13,49828
24,41348
18,15323
60.
2,725
3,568
7,425625
12,73062
9,7228
61.
2,725
2,588
7,425625
6,697744
7,0523
62.
2,725
2,588
7,425625
6,697744
7,0523
63.
3,674
3,568
13,49828
12,73062
13,10883
64.
2,725
3,568
7,425625
12,73062
9,7228
65.
3,674
2,028
13,49828
4,112784
7,450872
66.
1,936
2,028
3,748096
4,112784
3,926208
67.
2,725
3,568
7,425625
12,73062
9,7228
68.
2,725
3,568
7,425625
12,73062
9,7228
69.
1,936
3,568
3,748096
12,73062
6,907648
70.
4,887
3,568
23,88277
12,73062
17,43682
71.
4,887
3,568
23,88277
12,73062
17,43682
72.
4,887
3,568
23,88277
12,73062
17,43682
73.
3,674
3,568
13,49828
12,73062
13,10883
74.
4,887
4,941
23,88277
24,41348
24,14667
75.
3,674
3,568
13,49828
12,73062
13,10883
76.
3,674
3,568
13,49828
12,73062
13,10883
77.
1,936
2,028
3,748096
4,112784
3,926208
78.
3,674
3,568
13,49828
12,73062
13,10883
79.
4,887
3,568
23,88277
12,73062
17,43682
80.
4,887
3,568
23,88277
12,73062
17,43682
81.
3,674
3,568
13,49828
12,73062
13,10883
82.
3,674
3,568
13,49828
12,73062
13,10883
83.
3,674
3,568
13,49828
12,73062
13,10883
84.
3,674
4,941
13,49828
24,41348
18,15323
85.
3,674
3,568
13,49828
12,73062
13,10883
86.
3,674
3,568
13,49828
12,73062
13,10883
87.
3,674
4,941
13,49828
24,41348
18,15323
88.
3,674
3,568
13,49828
12,73062
13,10883
Universitas Sumatera Utara
89.
3,674
3,568
13,49828
12,73062
13,10883
90.
4,887
3,568
23,88277
12,73062
17,43682
326,638
326,638
1263,632
1259,401
1206,88
Jumlah
n
r x1 x2
n
r x1 x2
r x1 x2
r x1 x2
r x1 x2
X1
X1 X 2
2
X1
X1
2
n
90(1206,88)
{90 1263,632
X2
X2
2
X2
2
326,638 326,638
2
326,638 }{90 1259,401
(326,638) 2 }
108619,2 106692,2
113726,9 106692,2 113346,1 106692,2
1927,076
7034,705 6653,978
1927,076
46808774
r x1 x2
1927,076
6841,693
r x1x2
0,28
Universitas Sumatera Utara
PERHITUNGANGAN KMO DAN MSA
Untuk menghitung KMO dan MSA maka diperlukan matriks korelasi sederhana dan
matriks korelasi parsial yang semua entrinya telah dikuadratkan. Berikut ini akan disajikan
matriks korelasi sederhana dan matriks korelasi parsial yang semua entrinya telah
dikuadratkan.
MATRIKS KORELASI SEDERHANA = rik
1
2
1
3
0,282
4
5
6
7
8
9
10
0,390
0,231
0,174
0,368
0,346
0,082
0,288
0,513
0,122
0,114
0,133
0,194
0,231
0,105
0,163
0,370
0,244
0,130
0,435
0,256
0,157
0,387
0,364
0,139
0,508
0,454
0,028
0,038
0,277
0,273
0,176
0,226
0,192
0,018
0,555
0,107
0,112
0,483
0,068
0,247
0,420
0,363
0,009
2
0,282
3
0,390
0,122
4
0,231
0,114
0,244
5
0,174
0,133
0,130
0,139
6
0,368
0,194
0,435
0,508
0,273
7
0,346
0,231
0,256
0,454
0,176
0,555
8
0,082
0,105
0,157
0,028
0,226
0,107
0,068
9
0,288
0,163
0,387
0,038
0,192
0,112
0,247
0,363
10
0,513
0,370
0,364
0,277
0,018
0,483
0,420
0,009
0,301
0,301
Universitas Sumatera Utara
MATRIKS KORELASI PARSIAL =
a ik
Universitas Sumatera Utara
1
2
3
-0,095
-0,186
0,049
5
6
7
8
- 0,026
-0,115
-0,008
-0,079
0,016
-0,102
0,042
-0,092
0,055
-0,027
4
9
10
0,015
-0,061
-0,310
-0,073
-0,083
0,010
-0,264
-0,298
0,121
-0,006
-0,323
-0,039
-0,246
-0,271
-0,035
0,203
-0,028
-0,238
0,001
-0,121
-0,145
0,221
-0,338
-0,093
0,220
-0,289
0,065
-0,231
-0,077
-0,338
0,138
1
2
-0,095
3
-0,186
0,049
4
-0,026
0,016
-0,092
5
-0,115
-0,102
0,055
-0,027
6
-0,008
0,042
-0,298
-0,246
-0,238
7
-0,079
-0,073
0,121
-0,271
0,001
-0,338
8
0,015
-0,083
-0,006
-0,035
-0,121
-0,093
0,065
9
-0,061
0,010
-0,323
0,203
-0,145
0,220
-0,231
-0,338
10
-0,310
-0,264
-0,039
-0,028
0,221
-0,289
-0,077
0,138
-0,212
-0,212
Universitas Sumatera Utara
KUADRAT MATRIKS KORELASI SEDERHANA = r 2 ik
1
1
2
0,079
3
4
5
6
7
8
0,152
0,053
0,030
0,135
0,119
0,006
10
Jumlah
0,082
0,263
0,923
0,014
0,012
0,017
0,037
0,053
0,011
0,026
0,136
0,390
0,059
0,016
0,189
0,065
0,024
0,149
0,132
0,805
0,019
0,258
0,206
0,000
0,001
0,076
0,688
0,074
0,030
0,051
0,036
0,000
0,277
0,308
0,011
0,012
0,233
1,260
0,004
0,061
0,176
1,025
0,131
0,000
0,242
0,090
0,593
2
0,079
3
0,152
0,014
4
0,053
0,012
0,059
5
0,030
0,017
0,016
0,019
6
0,135
0,037
0,189
0,258
0,074
7
0,119
0,053
0,065
0,206
0,030
0,308
8
0,006
0,011
0,024
0,000
0,051
0,011
0,004
9
0,082
0,026
0,149
0,001
0,036
0,012
0,061
0,131
10
0,263
0,136
0,132
0,076
0,000
0,233
0,176
0,000
9
0,090
TOTAL
1,109
7,316
Universitas Sumatera Utara
i
KMO
i
KMO
i k
i k
MSA2
MSA3
MSA4
MSA5
MSA6
MSA7
MSA8
MSA9
MSA10
r 2 ik
7,316
7,316 2,594
MSAi
MSA1
i k
i k
r 2 ik
i
7,316
9,911
i k
a 2 ik
0,738
r 2 ik
r 2 ik
0,923
0,923 0,163
0,390
0,390 0, ,105
0,805
0,805 0,257
0,688
0,688 0,187
0,277
0,277 0,168
1,260
1,260 0,462
1,025
1,025 0,277
0,242
0,242 0,169
0,593
0,593 0,431
1,109
1,109 0,370
i k
a 2 ik
0,923
1,087
0,390
0,496
0,805
1,062
0,688
0,875
0,277
0,446
1,260
1,722
1,025
1,303
0,242
0,411
0,593
1,024
1,109
1,480
0,849
0,786
0,757
0,786
0,622
0,731
0,787
0,588
0,579
0,749
Universitas Sumatera Utara
KUADRAT MATRIKS KORELASI PARSIAL =
1
1
a 2 ik
2
3
4
5
6
7
8
9
10
Jumlah
0,009
0,034
0,000
0,013
0,000
0,006
0,000
0,003
0,096
0,163
0,002
0,000
0,010
0,001
0,005
0,006
0,000 0,069
0,105
0,008
0,003
0,088
0,014
0,000
0,104 0,001
0,257
0,000
0,060
0,073
0,001
0,041 0,000
0,187
0,056
0,000
0,014
0,021 0,048
0,168
0,114
0,008
0,048 0,083
0,462
0,004
0,053 0,005
0,277
0,114 0,019
0,169
0,044
0,431
2
0,009
3
0,034
0,002
4
0,000
0,000
0,008
5
0,013
0,010
0,003
0,000
6
0,000
0,001
0,088
0,060
0,056
7
0,006
0,005
0,014
0,073
0,000
0,114
8
0,000
0,006
0,000
0,001
0,014
0,008
0,004
9
0,003
0,000
0,104
0,041
0,021
0,048
0,053
0,114
10
0,096
0,069
0,001
0,000
0,048
0,083
0,005
0,019
0,044
0,370
TOTAL
2,594
Universitas Sumatera Utara
“PENERAPAN ANALISIS KOMPONEN UTAMA DALAM PENENTUAN FAKTOR
DOMINAN YANG MEMPENGARUHI PRESTASI BELAJAR SISWA”
(Studi Kasus : SMA Negeri 1 Medan)
No
Nama
:
Jenis Kelamin
: [ ]Laki-laki
Kelas
:
Nilai Raport
:
Variabel
[ ]Perempuan
Pernyataan
Skala
1.
X1 = Bakat
Bakat merupakan komponen dasar siswa dalam menggali
potensi yang dimilikinya sehingga dapat menciptakan
prestasi sesuai dengan prestasi yang dimilikinya.
1
2
3
4
5
2.
X2 = Minat
Jika bahan pelajaran yang dipelajari tidak sesuai dengan
minat siswa, siswa tidak akan belajar dengan sebaikbaiknya karena tidak ada daya tarik baginya.
1
2
3
4
5
3.
X3 = Motivasi
siswa
Motivasi adalah keinginan atau dorongan untuk belajar,
tanpa motivasi siswa tidak akan mengerti apa yang akan
dipelajari dan tidak memahami mengapa hal itu perlu
dipelajari, kegiatan belajar-mengajar sulit untuk berhasil.
1
2
3
4
5
4.
X4 = Motivasi
orang tua
Dalam meningkatkan prestasi siswa, dorongan/motivasi
orang tua sangat berperan penting
1
2
3
4
5
5.
X5 = Fasilitas
belajar di rumah
Intensitas saya belajar di rumah dipengaruhi oleh fasilitas
belajar yang ada di rumah.
1
2
3
4
5
6.
X6 = Kualitas
pengajaran guru
Interaksi tanya-jawab antara guru dengan siswa sering
dilakukan untuk mengetahui sejauh mana tingkat
penguasaan siswa dalam menerima materi yang diajarkan.
1
2
3
4
5
7.
X7 = Fasilitas
sekolah
Sarana dan prasarana yang ada di sekolah sudah cukup
memadai dalam mendukung kegiatan belajar-mengajar.
1
2
3
4
5
8.
X8 =
Ekstrakulikuler
Dengan mengikuti kegiatan ekstrakulikuler yang terdapat di
sekolah merupakan salah satu cara meningkatkan
kreativitas siswa.
1
2
3
4
5
Universitas Sumatera Utara
9.
X9 = Les
tambahan
Saya mengikuti bimbingan di luar sekolah untuk
menambah ilmu pengetahuan dan memperdalam materi
pelajaran.
1
2
3
4
5
10.
X10 = Pergaulan
siswa
Siswa menyadari bahwa pergaulan dengan teman di
lingkungan masyarakat sangat berpengaruh terhadap
prestasi di sekolah.
1
2
3
4
5
Universitas Sumatera Utara
DATA HASIL KUESIONER
Nomor
Responden
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
X1
X2
X3
X4
X5
X6
X7
X8
X9
X10
5
3
5
5
4
3
3
4
3
5
4
4
3
3
5
4
4
5
5
4
4
2
4
4
4
4
4
4
4
2
4
2
4
4
2
1
4
3
4
4
5
4
5
4
4
4
5
5
2
4
1
2
3
4
2
5
5
5
5
2
3
4
4
5
4
4
4
4
4
5
4
2
5
4
2
4
5
5
4
4
3
4
5
5
2
5
2
5
3
5
4
5
5
3
2
2
2
5
5
1
2
3
2
2
2
2
4
4
5
2
3
2
5
2
3
2
2
3
2
2
4
4
5
4
3
4
4
3
3
4
5
5
2
4
4
3
5
4
4
4
4
4
2
4
2
2
2
4
4
5
4
4
5
2
3
4
3
3
4
4
3
3
3
4
4
5
5
4
4
5
3
2
3
4
4
2
2
5
5
4
4
5
4
5
4
4
4
4
4
5
5
4
5
3
3
2
5
4
5
2
3
4
5
4
3
5
4
5
2
5
3
4
4
3
4
4
4
5
5
4
4
5
2
4
2
2
2
4
4
5
4
4
4
4
5
2
3
3
4
4
4
3
5
5
2
5
2
5
2
5
2
3
1
4
4
4
4
4
4
5
3
4
4
3
4
3
2
2
4
3
4
5
4
3
3
4
3
2
4
4
4
4
4
5
4
5
4
4
4
5
4
4
4
4
4
5
5
5
5
4
4
4
4
4
5
5
5
4
4
5
5
5
5
4
5
2
5
5
4
4
4
3
4
5
2
5
2
5
4
4
2
3
3
3
4
4
4
5
5
4
4
4
2
4
4
4
5
4
5
4
4
4
5
4
4
2
4
5
3
4
5
2
5
5
3
4
3
5
4
4
4
1
5
3
4
4
4
5
5
4
2
4
4
4
2
2
2
4
4
4
4
3
4
3
3
4
2
4
3
4
Universitas Sumatera Utara
41.
42.
43.
44.
45.
46.
47.
48.
49.
50.
51.
52.
53.
54.
55.
56.
57.
58.
59.
60.
61.
62.
63.
64.
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.
76.
77.
78.
79.
80.
81.
82.
83.
4
5
5
5
5
4
4
4
3
5
5
3
3
5
3
3
5
5
4
3
3
3
4
3
4
2
3
3
2
5
5
5
4
5
4
4
2
4
5
5
4
4
4
4
4
3
5
5
4
5
3
3
4
5
4
4
4
4
4
4
4
5
4
3
3
4
4
2
2
4
4
4
4
4
4
4
5
4
4
2
4
4
4
4
4
4
3
5
5
4
5
2
5
5
4
5
4
4
2
4
2
4
5
5
4
3
3
3
4
5
5
3
2
2
2
5
5
5
3
5
2
5
4
4
4
4
4
2
2
3
4
5
5
4
4
5
2
3
5
4
3
4
4
3
2
4
5
4
2
2
2
4
2
5
4
4
4
4
5
4
4
3
4
4
4
5
2
2
4
4
3
3
5
5
5
4
4
4
4
5
4
5
4
4
3
4
4
4
5
4
4
2
3
3
4
3
4
5
5
5
4
4
4
5
4
4
4
4
4
4
4
4
5
4
5
4
4
5
4
5
4
5
4
2
5
4
4
3
5
2
3
5
5
4
2
2
2
4
3
4
3
4
4
2
5
5
5
4
5
2
5
4
3
2
4
2
3
3
4
5
5
5
4
2
5
2
2
5
4
4
3
4
3
3
4
5
4
3
2
2
4
3
2
5
4
4
2
5
5
4
2
5
4
5
2
2
2
4
2
2
2
5
4
5
5
5
4
5
5
4
4
4
5
5
5
4
4
5
4
5
4
5
4
5
5
5
5
4
4
5
5
5
5
4
4
5
4
5
5
4
4
4
5
5
4
4
4
5
4
3
4
5
4
5
4
4
4
5
5
5
5
5
2
4
4
4
4
5
4
5
2
2
5
5
5
5
4
4
5
5
2
3
5
5
4
4
5
2
5
4
5
5
2
5
1
1
5
5
3
4
5
4
3
5
5
4
1
3
4
4
4
2
2
1
1
4
4
5
5
4
5
4
5
2
4
3
4
2
2
4
Universitas Sumatera Utara
84.
85.
86.
87.
88.
89.
90.
4
4
4
4
4
4
5
5
4
4
5
4
4
4
5
4
2
5
2
2
2
4
3
4
5
4
4
4
4
4
4
4
4
4
4
1
2
2
5
4
4
4
2
3
4
5
3
4
2
5
4
5
4
5
4
4
5
5
4
4
5
4
2
2
4
4
4
3
4
5
Universitas Sumatera Utara
DATA HASIL KUESIONER (INTERVAL)
Nomor
Responden
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
41.
42.
43.
44.
45.
46.
47.
48.
49.
50.
51.
52.
53.
54.
55.
56.
X1
X2
X3
X4
X5
X6
X7
X8
X9
X10
4,887
2,725
4,887
4,887
3,674
2,725
2,725
3,674
2,725
4,887
3,674
3,674
2,725
2,725
4,887
3,674
3,674
4,887
4,887
3,674
3,674
1,936
3,674
3,674
3,674
3,674
3,674
3,674
3,674
1,936
3,674
1,936
3,674
3,674
1,936
1,000
3,674
2,725
3,674
3,674
3,674
4,887
4,887
4,887
4,887
3,674
3,674
3,674
2,725
4,887
4,887
2,725
2,725
4,887
2,725
2,725
4,941
3,568
4,941
3,568
3,568
3,568
4,941
4,941
2,028
3,568
1,000
2,028
2,588
3,568
2,028
4,941
4,941
4,941
4,941
2,028
2,588
3,568
3,568
4,941
3,568
3,568
3,568
3,568
3,568
4,941
3,568
2,028
4,941
3,568
2,028
3,568
4,941
4,941
3,568
3,568
3,568
3,568
2,588
4,941
4,941
3,568
4,941
2,588
2,588
3,568
4,941
3,568
3,568
3,568
3,568
3,568
3,418
3,857
4,765
4,765
2,612
4,765
2,612
4,765
3,418
4,765
3,857
4,765
4,765
3,418
2,612
2,612
2,612
4,765
4,765
1,000
2,612
3,418
2,612
2,612
2,612
2,612
3,857
3,857
4,765
2,612
3,418
2,612
4,765
2,612
3,418
2,612
2,612
3,418
2,612
2,612
3,418
4,765
4,765
3,857
4,765
2,612
4,765
4,765
3,857
4,765
3,857
3,857
2,612
3,857
2,612
3,857
2,748
2,748
4,035
2,748
1,817
2,748
2,748
1,817
1,817
2,748
4,035
4,035
1,000
2,748
2,748
1,817
4,035
2,748
2,748
2,748
2,748
2,748
1,000
2,748
1,000
1,000
1,000
2,748
2,748
4,035
2,748
2,748
4,035
1,000
1,817
2,748
1,817
1,817
2,748
2,748
1,817
2,748
4,035
4,035
2,748
2,748
4,035
1,000
1,817
4,035
2,748
1,817
2,748
2,748
1,817
1,000
1,785
1,785
1,785
2,833
2,833
4,172
4,172
2,833
2,833
4,172
1,785
1,000
1,785
2,833
2,833
1,000
1,000
4,172
4,172
2,833
2,833
4,172
2,833
4,172
2,833
2,833
2,833
2,833
2,833
4,172
4,172
2,833
4,172
1,785
1,785
1,000
4,172
2,833
4,172
1,000
4,172
4,172
4,172
2,833
2,833
2,833
2,833
4,172
2,833
4,172
2,833
2,833
1,785
2,833
2,833
2,833
3,018
3,761
4,914
3,761
3,018
4,914
3,761
4,914
2,302
4,914
3,018
3,761
3,761
3,018
3,761
3,761
3,761
4,914
4,914
3,761
3,761
4,914
2,302
3,761
2,302
2,302
2,302
3,761
3,761
4,914
3,761
3,761
3,761
3,761
4,914
2,302
3,018
3,018
3,761
3,761
3,761
3,761
4,914
3,761
4,914
3,761
4,914
3,761
2,302
4,914
3,761
3,761
3,018
4,914
2,302
3,018
3,937
3,255
4,999
4,999
2,458
4,999
2,458
4,999
2,458
4,999
2,458
3,255
1,000
3,937
3,937
3,937
3,937
3,937
3,937
4,999
3,255
3,937
3,937
3,255
3,937
3,255
2,458
2,458
3,937
3,255
3,937
4,999
3,937
3,255
3,255
3,937
3,255
2,458
3,937
3,937
3,937
4,999
4,999
4,999
3,937
2,458
4,999
2,458
2,458
4,999
3,937
3,937
3,255
3,937
3,255
3,255
2,873
2,873
2,873
4,427
2,873
4,427
2,873
2,873
2,873
4,427
2,873
2,873
2,873
2,873
2,873
4,427
4,427
4,427
4,427
2,873
2,873
2,873
2,873
2,873
4,427
4,427
4,427
2,873
2,873
4,427
4,427
4,427
4,427
2,873
4,427
1,000
4,427
4,427
2,873
2,873
4,427
2,873
4,427
4,427
4,427
2,873
4,427
4,427
2,873
2,873
2,873
4,427
4,427
4,427
2,873
2,873
2,495
1,663
2,495
3,774
1,000
3,774
1,000
3,774
2,495
2,495
1,000
1,663
1,663
1,663
2,495
2,495
2,495
3,774
3,774
2,495
2,495
2,495
1,000
2,495
2,495
2,495
3,774
2,495
3,774
2,495
2,495
2,495
3,774
2,495
2,495
1,000
2,495
3,774
1,663
2,495
2,495
2,495
2,495
3,774
2,495
1,663
2,495
3,774
2,495
3,774
2,495
2,495
2,495
3,774
3,774
3,774
4,251
1,856
4,251
4,251
2,379
3,101
2,379
4,251
3,101
3,101
3,101
1,000
4,251
2,379
3,101
3,101
3,101
4,251
4,251
3,101
1,856
3,101
3,101
3,101
1,856
1,856
1,856
3,101
3,101
3,101
3,101
2,379
3,101
2,379
2,379
3,101
1,856
3,101
2,379
3,101
1,856
4,251
3,101
4,251
4,251
1,856
4,251
1,000
1,000
4,251
4,251
2,379
3,101
4,251
3,101
2,379
Universitas Sumatera Utara
57.
58.
59.
60.
61.
62.
63.
64.
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.
76.
77.
78.
79.
80.
81.
82.
83.
84.
85.
86.
87.
88.
89.
90.
4,887
4,887
3,674
2,725
2,725
2,725
3,674
2,725
3,674
1,936
2,725
2,725
1,936
4,887
4,887
4,887
3,674
4,887
3,674
3,674
1,936
3,674
4,887
4,887
3,674
3,674
3,674
3,674
3,674
3,674
3,674
3,674
3,674
4,887
3,568
3,568
4,941
3,568
2,588
2,588
3,568
3,568
2,028
2,028
3,568
3,568
3,568
3,568
3,568
3,568
3,568
4,941
3,568
3,568
2,028
3,568
3,568
3,568
3,568
3,568
3,568
4,941
3,568
3,568
4,941
3,568
3,568
3,568
4,765
4,765
3,857
3,418
3,418
3,418
3,857
4,765
4,765
3,418
2,612
2,612
2,612
4,765
4,765
4,765
3,418
4,765
2,612
4,765
3,857
3,857
3,857
3,857
3,857
2,612
2,612
4,765
3,857
2,612
4,765
2,612
2,612
2,612
2,748
4,035
2,748
1,000
1,000
1,000
2,748
1,000
4,035
2,748
2,748
2,748
2,748
4,035
2,748
2,748
1,817
2,748
2,748
2,748
4,035
1,000
1,000
2,748
2,748
1,817
1,817
2,748
1,817
2,748
4,035
2,748
2,748
2,748
4,172
2,833
2,833
1,000
1,785
1,785
2,833
1,785
2,833
4,172
4,172
4,172
2,833
2,833
2,833
4,172
2,833
2,833
2,833
2,833
2,833
2,833
2,833
2,833
4,172
2,833
4,172
2,833
2,833
2,833
2,833
2,833
2,833
2,833
4,914
4,914
3,761
2,302
2,302
2,302
3,761
3,018
3,761
3,018
3,761
3,761
2,302
4,914
4,914
4,914
3,761
4,914
2,302
4,914
3,761
3,018
2,302
3,761
2,302
3,018
3,018
1,000
2,302
2,302
4,914
3,761
3,761
3,761
3,937
4,999
3,937
3,255
2,458
2,458
3,937
3,255
2,458
4,999
3,937
3,937
2,458
4,999
4,999
3,937
2,458
4,999
3,937
4,999
2,458
2,458
2,458
3,937
2,458
2,458
2,458
2,458
3,255
3,937
4,999
3,255
3,937
2,458
4,427
2,873
4,427
2,873
4,427
2,873
4,427
4,427
4,427
4,427
2,873
2,873
4,427
4,427
4,427
4,427
2,873
2,873
4,427
2,873
4,427
4,427
2,873
2,873
2,873
4,427
4,427
4,427
2,873
4,427
2,873
4,427
2,873
2,873
3,774
3,774
1,000
2,495
2,495
2,495
2,495
3,774
2,495
3,774
1,000
1,000
3,774
3,774
3,774
3,774
2,495
2,495
3,774
3,774
1,000
1,663
3,774
3,774
2,495
2,495
3,774
3,774
3,774
2,495
2,495
3,774
2,495
1,000
4,251
4,251
3,101
1,000
2,379
3,101
3,101
3,101
1,856
1,856
1,000
1,000
3,101
3,101
4,251
4,251
3,101
4,251
3,101
4,251
1,856
3,101
2,379
3,101
1,856
1,856
3,101
1,856
3,101
3,101
3,101
2,379
3,101
4,251
Universitas Sumatera Utara
Perhitungan Korelasi Product Moment untuk X1 dan Y
No.
X
Y
X2
Y2
XY
Responden
1.
4,887
29,466
23,88277
868,2452
144,0003
2.
2,725
25,366
7,425625
643,434
69,12235
3.
4,887
35,058
23,88277
1229,063
171,3284
4.
4,887
35,126
23,88277
1233,836
171,6608
5.
3,674
22,558
13,49828
508,8634
82,87809
6.
2,725
36,468
7,425625
1329,915
99,3753
7.
2,725
26,944
7,425625
725,9791
73,4224
8.
3,674
35,167
13,49828
1236,718
129,2036
9.
2,725
23,325
7,425625
544,0556
63,56063
10.
4,887
35,189
23,88277
1238,266
171,9686
11.
3,674
23,127
13,49828
534,8581
84,9686
12.
3,674
24,38
13,49828
594,3844
89,57212
13.
2,725
23,686
7,425625
561,0266
64,54435
14.
2,725
26,437
7,425625
698,915
72,04083
15.
4,887
26,388
23,88277
696,3265
128,9582
16.
3,674
28,091
13,49828
789,1043
103,2063
17.
3,674
30,309
13,49828
918,6355
111,3553
18.
4,887
37,929
23,88277
1438,609
185,359
19.
4,887
37,929
23,88277
1438,609
185,359
20.
3,674
25,838
13,49828
667,6022
94,92881
21.
3,674
25,021
13,49828
626,0504
91,92715
22.
1,936
31,226
3,748096
975,0631
60,45354
23.
3,674
23,226
13,49828
539,4471
85,33232
24.
3,674
29,958
13,49828
897,4818
110,0657
25.
3,674
25,03
13,49828
626,5009
91,96022
26.
3,674
24,348
13,49828
592,8251
89,45455
27.
3,674
26,075
13,49828
679,9056
95,79955
28.
3,674
27,694
13,49828
766,9576
101,7478
29.
3,674
31,36
13,49828
983,4496
115,2166
Universitas Sumatera Utara
30.
1,936
33,952
3,748096
1152,738
65,73107
31.
3,674
31,627
13,49828
1000,267
116,1976
32.
1,936
28,282
3,748096
799,8715
54,75395
33.
3,674
36,913
13,49828
1362,57
135,6184
34.
3,674
23,728
13,49828
563,018
87,17667
35.
1,936
26,518
3,748096
703,2043
51,33885
36.
1,000
21,268
1
452,3278
21,268
37.
3,674
28,593
13,49828
817,5596
105,0507
38.
2,725
29,787
7,425625
887,2654
81,16958
39.
3,674
27,713
13,49828
768,0104
101,8176
40.
3,674
26,095
13,49828
680,949
95,87303
41.
3,674
29,451
13,49828
867,3614
108,203
42.
4,887
33,632
23,88277
1131,111
164,3596
43.
4,887
35,496
23,88277
1259,966
173,469
44.
4,887
36,878
23,88277
1359,987
180,2228
45.
4,887
35,311
23,88277
1246,867
172,5649
46.
3,674
24,372
13,49828
593,9944
89,54273
47.
3,674
37,66
13,49828
1418,276
138,3628
48.
3,674
27,945
13,49828
780,923
102,6699
49.
2,725
22,223
7,425625
493,8617
60,55768
50.
4,887
37,351
23,88277
1395,097
182,5343
51.
4,887
31,696
23,88277
1004,636
154,8984
52.
2,725
29,074
7,425625
845,2975
79,22665
53.
2,725
27,009
7,425625
729,4861
73,59953
54.
4,887
34,309
23,88277
1177,107
167,6681
55.
2,725
26,135
7,425625
683,0382
71,21788
56.
2,725
26,557
7,425625
705,2742
72,36783
57.
4,887
36,556
23,88277
1336,341
178,6492
58.
4,887
36,012
23,88277
1296,864
175,9906
59.
3,674
30,605
13,49828
936,666
112,4428
60.
2,725
20,911
7,425625
437,2699
56,98248
61.
2,725
22,852
7,425625
522,2139
62,2717
62.
2,725
22,02
7,425625
484,8804
60,0045
63.
3,674
30,727
13,49828
944,1485
112,891
Universitas Sumatera Utara
64.
2,725
28,693
7,425625
823,2882
78,18843
65.
3,674
28,658
13,49828
821,281
105,2895
66.
1,936
30,44
3,748096
926,5936
58,93184
67.
2,725
25,671
7,425625
659,0002
69,95348
68.
2,725
25,671
7,425625
659,0002
69,95348
69.
1,936
27,823
3,748096
774,1193
53,86533
70.
4,887
36,416
23,88277
1326,125
177,965
71.
4,887
36,279
23,88277
1316,166
177,2955
72.
4,887
36,556
23,88277
1336,341
178,6492
73.
3,674
26,324
13,49828
692,953
96,71438
74.
4,887
34,819
23,88277
1212,363
170,1605
75.
3,674
29,302
13,49828
858,6072
107,6555
76.
3,674
34,725
13,49828
1205,826
127,5797
77.
1,936
26,255
3,748096
689,325
50,82968
78.
3,674
25,925
13,49828
672,1056
95,24845
79.
4,887
25,044
23,88277
627,2019
122,39
80.
4,887
30,452
23,88277
927,3243
148,8189
81.
3,674
26,329
13,49828
693,2162
96,73275
82.
3,674
25,084
13,49828
629,2071
92,15862
83.
3,674
28,947
13,49828
837,9288
106,3513
84.
3,674
28,802
13,49828
829,5552
105,8185
85.
3,674
27,38
13,49828
749,6644
100,5941
86.
3,674
28,023
13,49828
785,2885
102,9565
87.
3,674
34,956
13,49828
1221,922
128,4283
88.
3,674
29,357
13,49828
861,8334
107,8576
89.
3,674
27,928
13,49828
779,9732
102,6075
90.
4,887
26,104
23,88525
681,4188
127,5769
326,638
2633,911
1263,632
79018,36
9765,955
Jumlah
Universitas Sumatera Utara
n
r xy
n
X2
X
90 1263,632
r xy
r xy =
r xy
2
n
Y
Y2
90 9765,955
r xy
r xy
X.
XY
326,638
Y
2
326,638 2633,911
2
90 79018,36
2633,911
2
878936 860334,5
113726,9 106692,2 7111652 6937487
18601,48
7034,705 174165,2
18601,48
1225200760
18601,48
35002,86
r xy = 0,531
Universitas Sumatera Utara
Hasil outout SPSS for Windows 20.0
Case Processing Summary
N
%
Valid
90
100,0
a
Cases Excluded
0
,0
Total
90
100,0
Reliability Statistics
Cronbach's
N of
Alpha
Items
,767
10
a. Listwise deletion based on all
variables in the procedure.
Item-Total Statistics
Scale Mean if
Scale
Corrected
Item Deleted
Variance if
Item-Total
Item Deleted
Correlation
VAR00001
VAR00002
VAR00003
VAR00004
VAR00005
VAR00006
VAR00007
VAR00008
VAR00009
VAR00010
29,2660
29,2657
29,2660
30,3599
29,9555
29,2660
29,2659
29,2661
30,1906
29,9560
21,745
23,540
22,182
23,015
23,994
21,091
21,557
24,846
23,088
21,522
,531
,328
,488
,381
,273
,613
,550
,211
,382
,552
Cronbach's
Alpha if Item
Deleted
,734
,761
,740
,755
,768
,722
,731
,774
,754
,731
Universitas Sumatera Utara
Correlation Matrixa
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
Correlatio 5
n
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
Sig. (1tailed)
VAR0001
0
VAR0000
1
1,000
,282
,390
,231
,174
,368
,346
,082
,288
,513
,282
1,000
,122
,114
,133
,194
,231
,105
,163
,370
,390
,122
1,000
,244
,130
,435
,256
,157
,387
,364
,231
,114
,244
1,000
,139
,508
,454
,028
-,038
,277
,174
,133
,130
,139
1,000
,273
,176
,226
,192
,018
,368
,194
,435
,508
,273
1,000
,555
,107
,112
,483
,346
,231
,256
,454
,176
,555
1,000
,068
,247
,420
,082
,105
,157
,028
,226
,107
,068
1,000
,363
,009
,288
,163
,387
-,038
,192
,112
,247
,363
1,000
,301
,513
,370
,364
,277
,018
,483
,420
,009
,301
1,000
,004
,000
,014
,051
,000
,000
,222
,003
,000
Universitas Sumatera Utara
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
5
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
VAR0001
0
a. Determinant = ,079
,004
,125
,143
,105
,033
,014
,163
,063
,000
,010
,111
,000
,008
,070
,000
,000
,096
,000
,000
,398
,359
,004
,005
,048
,016
,035
,432
,000
,158
,147
,000
,261
,010
,000
,000
,465
,000
,125
,014
,143
,010
,051
,105
,111
,096
,000
,033
,000
,000
,005
,000
,014
,008
,000
,048
,000
,222
,163
,070
,398
,016
,158
,261
,003
,063
,000
,359
,035
,147
,010
,000
,000
,000
,000
,004
,432
,000
,000
,465
,002
,002
Universitas Sumatera Utara
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling
Adequacy.
Approx. Chi-Square
Bartlett's Test of
df
Sphericity
Sig.
,738
215,393
45
,000
Communalities
Initial
Extraction
VAR00001
1,000
,551
VAR00002
1,000
,319
VAR00003
1,000
,433
VAR00004
1,000
,685
VAR00005
1,000
,567
VAR00006
1,000
,729
VAR00007
1,000
,577
VAR00008
1,000
,633
VAR00009
1,000
,694
VAR00010
1,000
,727
Extraction Method: Principal Component
Analysis.
Universitas Sumatera Utara
Anti-image Matrices
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
Antiimage
VAR0000
Covarianc 5
e
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
,653
-,070
-,121
-,017
-,084
-,005
-,049
,011
-,039
-,182
-,070
,827
,036
,012
-,084
,026
-,051
-,068
,007
-,174
-,121
,036
,651
-,061
,040
-,163
,074
-,005
-,206
-,023
-,017
,012
-,061
,668
-,020
-,136
-,169
-,025
,131
-,017
-,084
-,084
,040
-,020
,826
-,147
,001
-,099
-,104
,145
-,005
,026
-,163
-,136
-,147
,459
-,174
-,057
,118
-,142
-,049
-,051
,074
-,169
,001
-,174
,579
,045
-,139
-,042
,011
-,068
-,005
-,025
-,099
-,057
,045
,817
-,241
,090
-,039
,007
-,206
,131
-,104
,118
-,139
-,241
,623
-,122
Universitas Sumatera Utara
VAR0001
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
Anti5
image
Correlatio VAR0000
n
6
VAR0000
7
VAR0000
8
VAR0000
9
VAR0001
0
-,182
-,174
-,023
-,017
,145
-,142
-,042
,090
-,122
,525
,849a
-,095
-,186
-,026
-,115
-,008
-,079
,015
-,061
-,310
-,095
,787a
,049
,016
-,102
,042
-,073
-,083
,010
-,264
-,186
,049
,757a
-,092
,055
-,298
,121
-,006
-,323
-,039
-,026
,016
-,092
,786a
-,027
-,246
-,271
-,035
,203
-,028
-,115
-,102
,055
-,027
,623a
-,238
,001
-,121
-,145
,221
-,008
,042
-,298
-,246
-,238
,731a
-,338
-,093
,220
-,289
-,079
-,073
,121
-,271
,001
-,338
,787a
,065
-,231
-,077
,015
-,083
-,006
-,035
-,121
-,093
,065
,588a
-,338
,138
-,061
,010
-,323
,203
-,145
,220
-,231
-,338
,579a
-,212
-,310
-,264
-,039
-,028
,221
-,289
-,077
,138
-,212
,750a
a. Measures of Sampling Adequacy(MSA)
Universitas Sumatera Utara
Component
1
2
3
4
5
6
7
8
9
10
Total
3,372
1,418
1,125
,935
,755
,640
,568
,486
,424
,278
Initial Eigenvalues
% of Variance Cumulative %
33,721
33,721
14,176
47,897
11,248
59,144
9,349
68,494
7,553
76,047
6,399
82,446
5,675
88,121
4,864
92,985
4,237
97,222
2,778
100,000
Total Variance Explained
Extraction Sums of Squared Loadings
Total
% of Variance Cumulative %
3,372
33,721
33,721
1,418
14,176
47,897
1,125
11,248
59,144
Rotation Sums of Squared Loadings
Total
% of Variance Cumulative %
2,304
23,041
23,041
2,104
21,045
44,086
1,506
15,059
59,144
Extraction Method: Principal Component Analysis.
Universitas Sumatera Utara
Component Matrixa
Component
1
2
3
VAR00001
,679
,032
-,297
VAR00002
,447
,075
-,337
VAR00003
,631
,166
-,087
VAR00004
,551
-,482
,387
VAR00005
,350
,305
,593
VAR00006
,762
-,284
,260
VAR00007
,705
-,243
,146
VAR00008
,255
,680
,326
VAR00009
,475
,661
-,178
VAR00010
,721
-,139
-,433
Extraction Method: Principal Component
Analysis.
a. 3 components extracted.
Rotated Component Matrixa
Component
1
2
3
VAR00001
,695
,250
,071
VAR00002
,561
,058
,017
VAR00003
,541
,256
,273
VAR00004
,058
,825
-,032
VAR00005
-,095
,365
,652
VAR00006
,328
,778
,125
VAR00007
,370
,658
,083
VAR00008
,078
-,050
,790
VAR00009
,572
-,170
,581
VAR00010
,789
,300
-,125
Extraction Method: Principal Component
Analysis.
Rotation Method: Varimax with Kaiser
Normalization.
a. Rotation converged in 6 iterations.
Universitas Sumatera Utara
Reproduced Correlations
VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0000 VAR0001
1
2
3
4
5
6
7
8
9
0
VAR0000
1
VAR0000
2
VAR0000
3
Reproduce VAR0000
4
d
Correlatio VAR0000
n
5
VAR0000
6
VAR0000
7
VAR0000
8
,551a
,406
,460
,244
,071
,431
,428
,098
,396
,614
,406
,319a
,323
,080
-,021
,231
,247
,055
,321
,458
,460
,323
,433a
,234
,220
,411
,391
,246
,425
,470
,244
,080
,234
,685a
,275
,657
,561
-,062
-,126
,297
,071
-,021
,220
,275
,567a
,334
,259
,489
,262
-,047
,431
,231
,411
,657
,334
,729a
,644
,085
,127
,476
,428
,247
,391
,561
,259
,644
,577a
,062
,148
,479
,098
,055
,246
-,062
,489
,085
,062
,633a
,512
-,052
Universitas Sumatera Utara
Residual
b
VAR0000
9
VAR0001
0
VAR0000
1
VAR0000
2
VAR0000
3
VAR0000
4
VAR0000
5
VAR0000
6
VAR0000
7
VAR0000
8
VAR0000
9
,396
,321
,425
-,126
,262
,127
,148
,512
,694a
,328
,614
,458
,470
,297
-,047
,476
,479
-,052
,328
,727a
-,124
-,070
-,013
,102
-,063
-,082
-,016
-,108
-,102
-,201
,034
,154
-,037
-,016
,050
-,159
-,088
,010
-,090
,024
-,136
-,089
-,038
-,106
-,136
-,149
-,107
,089
,087
-,019
-,061
-,083
-,264
-,070
,065
-,088
,022
-,016
,007
,007
,098
-,059
-,149
,061
-,124
-,070
-,201
-,013
,034
,010
,102
,154
-,090
-,136
-,063
-,037
,024
-,149
-,061
-,082
-,016
-,136
-,107
-,083
-,088
-,016
,050
-,089
,089
-,264
,022
,007
-,108
-,159
-,038
,087
-,070
-,016
,098
-,149
-,106
-,019
,065
,007
-,059
,061
VAR0001
-,102
-,088
0
Extraction Method: Principal Component Analysis.
a. Reproduced communalities
-,027
-,027
Universitas Sumatera Utara
b. Residuals are computed between observed and reproduced correlations. There are 31 (68,0%) nonredundant residuals with absolute values
greater than 0.05.
Universitas Sumatera Utara
Perhitungan Nilai Cronbach Alpha Untuk Variabel X1
1.
Mencari nilai varians dari masing-masing variabel dengan menggunakan rumus
varians sebagai berikut :
s 2 ( X1 )
0,8782
s 2 ( X2 )
0,8304
s 2 ( X3 )
0,8493
s 2 ( X4 )
0,8601
s 2 ( X5 )
0,8342
s 2 ( X6 )
0,8839
s 2 ( X7 )
0,8909
s 2 ( X8 )
0,6821
s 2 ( X9 )
0,8308
s 2 ( X10 )
0,8973
2.
Mencari nilai total varians (tanpa variabel X1).
s 2t
3.
21,745
Melakukan proses perhitungan nilai Alpha Cronbach variabel X1 dengan
menggunakan rumus :
r
0,8304 0,8493 0,8601 0,8342 0,8839
0,8909 0,6821 0,8308 0,8973
10
1
21,745
10 1
Universitas Sumatera Utara
r
10
7,5011
1
9
21,745
r
1,11 1 0,3449
r
1,11 0,6551
r
0,7271
Dari hasil perhitungan diperoleh nilai Cronabch Alpha untuk variabel X1 = 0,7271 hampir
sama dengan output SPSS yaitu 0,734. Hal ini disebabkan karena faktor pembulatan dalam
proses perhitungannya.
Perhitungan Korelasi Antara Variabel X1 Dengan X2
Nomor
Responden
X1
X2
X12
X22
X1X2
1.
4,887
4,941
23,88277
24,41348
24,14667
2.
2,725
3,568
7,425625
12,73062
9,7228
3.
4,887
4,941
23,88277
24,41348
24,14667
4.
4,887
3,568
23,88277
12,73062
17,43682
5.
3,674
3,568
13,49828
12,73062
13,10883
6.
2,725
3,568
7,425625
12,73062
9,7228
7.
2,725
4,941
7,425625
24,41348
13,46423
8.
3,674
4,941
13,49828
24,41348
18,15323
9.
2,725
2,028
7,425625
4,112784
5,5263
10.
4,887
3,568
23,88277
12,73062
17,43682
11.
3,674
1,000
13,49828
1
3,674
12.
3,674
2,028
13,49828
4,112784
7,450872
13.
2,725
2,588
7,425625
6,697744
7,0523
14.
2,725
3,568
7,425625
12,73062
9,7228
15.
4,887
2,028
23,88277
4,112784
9,910836
16.
3,674
4,941
13,49828
24,41348
18,15323
17.
3,674
4,941
13,49828
24,41348
18,15323
18.
4,887
4,941
23,88277
24,41348
24,14667
Universitas Sumatera Utara
19.
4,887
4,941
23,88277
24,41348
24,14667
20.
3,674
2,028
13,49828
4,112784
7,450872
21.
3,674
2,588
13,49828
6,697744
9,508312
22.
1,936
3,568
3,748096
12,73062
6,907648
23.
3,674
3,568
13,49828
12,73062
13,10883
24.
3,674
4,941
13,49828
24,41348
18,15323
25.
3,674
3,568
13,49828
12,73062
13,10883
26.
3,674
3,568
13,49828
12,73062
13,10883
27.
3,674
3,568
13,49828
12,73062
13,10883
28.
3,674
3,568
13,49828
12,73062
13,10883
29.
3,674
3,568
13,49828
12,73062
13,10883
30.
1,936
4,941
3,748096
24,41348
9,565776
31.
3,674
3,568
13,49828
12,73062
13,10883
32.
1,936
2,028
3,748096
4,112784
3,926208
33.
3,674
4,941
13,49828
24,41348
18,15323
34.
3,674
3,568
13,49828
12,73062
13,10883
35.
1,936
2,028
3,748096
4,112784
3,926208
36.
1,000
3,568
1
12,73062
3,568
37.
3,674
4,941
13,49828
24,41348
18,15323
38.
2,725
4,941
7,425625
24,41348
13,46423
39.
3,674
3,568
13,49828
12,73062
13,10883
40.
3,674
3,568
13,49828
12,73062
13,10883
41.
3,674
3,568
13,49828
12,73062
13,10883
42.
4,887
3,568
23,88277
12,73062
17,43682
43.
4,887
2,588
23,88277
6,697744
12,64756
44.
4,887
4,941
23,88277
24,41348
24,14667
45.
4,887
4,941
23,88277
24,41348
24,14667
46.
3,674
3,568
13,49828
12,73062
13,10883
47.
3,674
4,941
13,49828
24,41348
18,15323
48.
3,674
2,588
13,49828
6,697744
9,508312
49.
2,725
2,588
7,425625
6,697744
7,0523
50.
4,887
3,568
23,88277
12,73062
17,43682
51.
4,887
4,941
23,88277
24,41348
24,14667
52.
2,725
3,568
7,425625
12,73062
9,7228
53.
2,725
3,568
7,425625
12,73062
9,7228
Universitas Sumatera Utara
54.
4,887
3,568
23,88277
12,73062
17,43682
55.
2,725
3,568
7,425625
12,73062
9,7228
56.
2,725
3,568
7,425625
12,73062
9,7228
57.
4,887
3,568
23,88277
12,73062
17,43682
58.
4,887
3,568
23,88277
12,73062
17,43682
59.
3,674
4,941
13,49828
24,41348
18,15323
60.
2,725
3,568
7,425625
12,73062
9,7228
61.
2,725
2,588
7,425625
6,697744
7,0523
62.
2,725
2,588
7,425625
6,697744
7,0523
63.
3,674
3,568
13,49828
12,73062
13,10883
64.
2,725
3,568
7,425625
12,73062
9,7228
65.
3,674
2,028
13,49828
4,112784
7,450872
66.
1,936
2,028
3,748096
4,112784
3,926208
67.
2,725
3,568
7,425625
12,73062
9,7228
68.
2,725
3,568
7,425625
12,73062
9,7228
69.
1,936
3,568
3,748096
12,73062
6,907648
70.
4,887
3,568
23,88277
12,73062
17,43682
71.
4,887
3,568
23,88277
12,73062
17,43682
72.
4,887
3,568
23,88277
12,73062
17,43682
73.
3,674
3,568
13,49828
12,73062
13,10883
74.
4,887
4,941
23,88277
24,41348
24,14667
75.
3,674
3,568
13,49828
12,73062
13,10883
76.
3,674
3,568
13,49828
12,73062
13,10883
77.
1,936
2,028
3,748096
4,112784
3,926208
78.
3,674
3,568
13,49828
12,73062
13,10883
79.
4,887
3,568
23,88277
12,73062
17,43682
80.
4,887
3,568
23,88277
12,73062
17,43682
81.
3,674
3,568
13,49828
12,73062
13,10883
82.
3,674
3,568
13,49828
12,73062
13,10883
83.
3,674
3,568
13,49828
12,73062
13,10883
84.
3,674
4,941
13,49828
24,41348
18,15323
85.
3,674
3,568
13,49828
12,73062
13,10883
86.
3,674
3,568
13,49828
12,73062
13,10883
87.
3,674
4,941
13,49828
24,41348
18,15323
88.
3,674
3,568
13,49828
12,73062
13,10883
Universitas Sumatera Utara
89.
3,674
3,568
13,49828
12,73062
13,10883
90.
4,887
3,568
23,88277
12,73062
17,43682
326,638
326,638
1263,632
1259,401
1206,88
Jumlah
n
r x1 x2
n
r x1 x2
r x1 x2
r x1 x2
r x1 x2
X1
X1 X 2
2
X1
X1
2
n
90(1206,88)
{90 1263,632
X2
X2
2
X2
2
326,638 326,638
2
326,638 }{90 1259,401
(326,638) 2 }
108619,2 106692,2
113726,9 106692,2 113346,1 106692,2
1927,076
7034,705 6653,978
1927,076
46808774
r x1 x2
1927,076
6841,693
r x1x2
0,28
Universitas Sumatera Utara
PERHITUNGANGAN KMO DAN MSA
Untuk menghitung KMO dan MSA maka diperlukan matriks korelasi sederhana dan
matriks korelasi parsial yang semua entrinya telah dikuadratkan. Berikut ini akan disajikan
matriks korelasi sederhana dan matriks korelasi parsial yang semua entrinya telah
dikuadratkan.
MATRIKS KORELASI SEDERHANA = rik
1
2
1
3
0,282
4
5
6
7
8
9
10
0,390
0,231
0,174
0,368
0,346
0,082
0,288
0,513
0,122
0,114
0,133
0,194
0,231
0,105
0,163
0,370
0,244
0,130
0,435
0,256
0,157
0,387
0,364
0,139
0,508
0,454
0,028
0,038
0,277
0,273
0,176
0,226
0,192
0,018
0,555
0,107
0,112
0,483
0,068
0,247
0,420
0,363
0,009
2
0,282
3
0,390
0,122
4
0,231
0,114
0,244
5
0,174
0,133
0,130
0,139
6
0,368
0,194
0,435
0,508
0,273
7
0,346
0,231
0,256
0,454
0,176
0,555
8
0,082
0,105
0,157
0,028
0,226
0,107
0,068
9
0,288
0,163
0,387
0,038
0,192
0,112
0,247
0,363
10
0,513
0,370
0,364
0,277
0,018
0,483
0,420
0,009
0,301
0,301
Universitas Sumatera Utara
MATRIKS KORELASI PARSIAL =
a ik
Universitas Sumatera Utara
1
2
3
-0,095
-0,186
0,049
5
6
7
8
- 0,026
-0,115
-0,008
-0,079
0,016
-0,102
0,042
-0,092
0,055
-0,027
4
9
10
0,015
-0,061
-0,310
-0,073
-0,083
0,010
-0,264
-0,298
0,121
-0,006
-0,323
-0,039
-0,246
-0,271
-0,035
0,203
-0,028
-0,238
0,001
-0,121
-0,145
0,221
-0,338
-0,093
0,220
-0,289
0,065
-0,231
-0,077
-0,338
0,138
1
2
-0,095
3
-0,186
0,049
4
-0,026
0,016
-0,092
5
-0,115
-0,102
0,055
-0,027
6
-0,008
0,042
-0,298
-0,246
-0,238
7
-0,079
-0,073
0,121
-0,271
0,001
-0,338
8
0,015
-0,083
-0,006
-0,035
-0,121
-0,093
0,065
9
-0,061
0,010
-0,323
0,203
-0,145
0,220
-0,231
-0,338
10
-0,310
-0,264
-0,039
-0,028
0,221
-0,289
-0,077
0,138
-0,212
-0,212
Universitas Sumatera Utara
KUADRAT MATRIKS KORELASI SEDERHANA = r 2 ik
1
1
2
0,079
3
4
5
6
7
8
0,152
0,053
0,030
0,135
0,119
0,006
10
Jumlah
0,082
0,263
0,923
0,014
0,012
0,017
0,037
0,053
0,011
0,026
0,136
0,390
0,059
0,016
0,189
0,065
0,024
0,149
0,132
0,805
0,019
0,258
0,206
0,000
0,001
0,076
0,688
0,074
0,030
0,051
0,036
0,000
0,277
0,308
0,011
0,012
0,233
1,260
0,004
0,061
0,176
1,025
0,131
0,000
0,242
0,090
0,593
2
0,079
3
0,152
0,014
4
0,053
0,012
0,059
5
0,030
0,017
0,016
0,019
6
0,135
0,037
0,189
0,258
0,074
7
0,119
0,053
0,065
0,206
0,030
0,308
8
0,006
0,011
0,024
0,000
0,051
0,011
0,004
9
0,082
0,026
0,149
0,001
0,036
0,012
0,061
0,131
10
0,263
0,136
0,132
0,076
0,000
0,233
0,176
0,000
9
0,090
TOTAL
1,109
7,316
Universitas Sumatera Utara
i
KMO
i
KMO
i k
i k
MSA2
MSA3
MSA4
MSA5
MSA6
MSA7
MSA8
MSA9
MSA10
r 2 ik
7,316
7,316 2,594
MSAi
MSA1
i k
i k
r 2 ik
i
7,316
9,911
i k
a 2 ik
0,738
r 2 ik
r 2 ik
0,923
0,923 0,163
0,390
0,390 0, ,105
0,805
0,805 0,257
0,688
0,688 0,187
0,277
0,277 0,168
1,260
1,260 0,462
1,025
1,025 0,277
0,242
0,242 0,169
0,593
0,593 0,431
1,109
1,109 0,370
i k
a 2 ik
0,923
1,087
0,390
0,496
0,805
1,062
0,688
0,875
0,277
0,446
1,260
1,722
1,025
1,303
0,242
0,411
0,593
1,024
1,109
1,480
0,849
0,786
0,757
0,786
0,622
0,731
0,787
0,588
0,579
0,749
Universitas Sumatera Utara
KUADRAT MATRIKS KORELASI PARSIAL =
1
1
a 2 ik
2
3
4
5
6
7
8
9
10
Jumlah
0,009
0,034
0,000
0,013
0,000
0,006
0,000
0,003
0,096
0,163
0,002
0,000
0,010
0,001
0,005
0,006
0,000 0,069
0,105
0,008
0,003
0,088
0,014
0,000
0,104 0,001
0,257
0,000
0,060
0,073
0,001
0,041 0,000
0,187
0,056
0,000
0,014
0,021 0,048
0,168
0,114
0,008
0,048 0,083
0,462
0,004
0,053 0,005
0,277
0,114 0,019
0,169
0,044
0,431
2
0,009
3
0,034
0,002
4
0,000
0,000
0,008
5
0,013
0,010
0,003
0,000
6
0,000
0,001
0,088
0,060
0,056
7
0,006
0,005
0,014
0,073
0,000
0,114
8
0,000
0,006
0,000
0,001
0,014
0,008
0,004
9
0,003
0,000
0,104
0,041
0,021
0,048
0,053
0,114
10
0,096
0,069
0,001
0,000
0,048
0,083
0,005
0,019
0,044
0,370
TOTAL
2,594
Universitas Sumatera Utara