54 Lampiran 1. Angket Penelitian
Pengaruh Brand Image, Kualitas Produk, dan Harga Terhadap Keputusan Pembelian di Outlet Mini Melts Surabaya
Kepada responden yang terhormat,
Saya Andres, adalah mahasiswa Universitas Kristen Petra Program Manajemen Bisnis yang sedang melakukan penyusunan tugas akhir dengan lokasi outlet Mini Melts di Surabaya. Angket yang diberikan kepada Bapak/ Ibu berikan hanya dipergunakan untuk kepentingan penelitian semata. Tidak ada jawaban yang salah dalam angket ini.
Untuk itu kami mohon Bapak/ Ibu berkenan menjawab pernyataan di bawah ini sesuai dengan keadaan yang sebenarnya dan menjamin kerahasiaannya.
Atas kesediaan Bapak/ Ibu, kami ucapkan terima kasih.
I. Data Responden
Petunjuk pengisian: Berikan tanda silang (X) pada pilihan jawaban di bawah ini:
1. Nama: ………
2. Jenis Kelamin
a. Pria b. Wanita
3. Umur
a. ≤ 20 tahun c. 31 – 40 tahun
b. 21 – 30 tahun d. > 40 tahun 4. Pendidikan Terakhir
a. SD c. SMA
b. SMP d. Perguruan Tinggi
5. Pekerjaan
a. Pelajar (siswa/mahasiswa) d. Ibu Rumah Tangga
b. Swasta e. Lainnya …………..
c. Wiraswasta
6. Pengeluaran setiap pembelian Mini Melts
a. ≤ Rp. 30.000 c. Rp. 40.001 – Rp. 50.000
b. Rp. 31.001 − Rp. 40.000 d. > Rp. 50.000
55 Lampiran 1. Angket (sambungan)
II. Pernyataan
Petunjuk pengisian: berikan tanda silang (X) pada table berikut sesuai pilihan Anda
Keterangan:
Sangat Tidak Setuju (STS) : nilai 1 Tidak Setuju (TS) : nilai 2
Sedang (S) : nilai 3
Setuju (S) : nilai 4
Sangat Setuju (SS) : nilai 5
No Pernyataan STS
(1) TS (2)
S (3)
S (4)
SS (5) 1 Saya tahu merek Mini Melts
2 Merek Mini Melts ada dalam benak saya 3 Produk Mini Melts mudah diingat
4 Kemenarikan dari bentuk produk Mini Melts
5 Memiliki banyak cita rasa dalam satu cup es krim 6 Kombinasi warna es krim yang menarik dalam
satu cup Mini Melts
7 Penampilan es krim di Mini Melts disajikan menarik
8 Penampilan es krim di Mini Melts yang terlihat bersih
9 Kuantitas porsi es krim di Mini Melts sesuai standart
10 Bentuk es krim di Mini Melts memiliki ciri khas yang unik
11 Tekstur es krim di Mini Melts yang lembut 12 Tekstur es krim di Mini Melts yang padat namun
mudah meleleh di dalam mulut
13 Mini Melts memiliki gabungan rasa manis yang
menarik
56 Lampiran 1. Angket (sambungan)
No Pernyataan STS
(1) TS (2)
S (3)
S (4)
SS (5) 14 Produk Mini Melts memiliki harga yang cukup
terjangkau
15 Produk Mini Melts memiliki harga yang sesuai dengan kualitasnya
16 Harga dari produk Mini Melts dapat bersaing dengan produk es krim lainnya
17 Mini Melts memiliki produk yang baik
18 Produk Mini Melts telah melekat di benak saya
19 Mini Melts memberikan produk yang cocok dan sesuai dengan keinginan saya
20 Saya akan merekomendasikan produk Mini
Melts kepada orang
57 Lampiran 2. Uji Validitas
Variabel Brand Image
Correlations
X1.1 X1.2 X1.3 X1.4 X1.5 TotalX1 X1.1 Pearson Correlation 1 .233 .223 .276 .258 .538**
Sig. (2-tailed) .215 .236 .139 .169 .002
N 30 30 30 30 30 30
X1.2 Pearson Correlation .233 1 .357 .319 .360 .644**
Sig. (2-tailed) .215 .052 .086 .051 .000
N 30 30 30 30 30 30
X1.3 Pearson Correlation .223 .357 1 .442* .530** .738**
Sig. (2-tailed) .236 .052 .014 .003 .000
N 30 30 30 30 30 30
X1.4 Pearson Correlation .276 .319 .442* 1 .434* .746**
Sig. (2-tailed) .139 .086 .014 .017 .000
N 30 30 30 30 30 30
X1.5 Pearson Correlation .258 .360 .530** .434* 1 .772**
Sig. (2-tailed) .169 .051 .003 .017 .000
N 30 30 30 30 30 30
TotalX1 Pearson Correlation .538** .644** .738** .746** .772** 1 Sig. (2-tailed) .002 .000 .000 .000 .000
N 30 30 30 30 30 30
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
58 Lampiran 2. Uji Validitas (sambungan) Variabel Kualitas Produk
Correlations
X2.1 X2.2 x2.3 x2.4 x2.5 x2.6 x2.7 x2.8 TotalX2 X2.1 Pearson Correlation 1 .390* .621** .366* .404* .484** -.071 -.046 .539**
Sig. (2-tailed) .033 .000 .047 .027 .007 .708 .810 .002
N 30 30 30 30 30 30 30 30 30
X2.2 Pearson Correlation .390* 1 .724** .366* .421* .414* .054 .064 .554**
Sig. (2-tailed) .033 .000 .046 .020 .023 .778 .738 .001
N 30 30 30 30 30 30 30 30 30
x2.3 Pearson Correlation .621** .724** 1 .466** .534** .701** .165 .167 .729**
Sig. (2-tailed) .000 .000 .009 .002 .000 .383 .378 .000
N 30 30 30 30 30 30 30 30 30
x2.4 Pearson Correlation .366* .366* .466** 1 .661** .645** .573** .511** .808**
Sig. (2-tailed) .047 .046 .009 .000 .000 .001 .004 .000
N 30 30 30 30 30 30 30 30 30
x2.5 Pearson Correlation .404* .421* .534** .661** 1 .569** .628** .626** .849**
Sig. (2-tailed) .027 .020 .002 .000 .001 .000 .000 .000
N 30 30 30 30 30 30 30 30 30
x2.6 Pearson Correlation .484** .414* .701** .645** .569** 1 .597** .492** .853**
Sig. (2-tailed) .007 .023 .000 .000 .001 .001 .006 .000
N 30 30 30 30 30 30 30 30 30
x2.7 Pearson Correlation -.071 .054 .165 .573** .628** .597** 1 .935** .709**
Sig. (2-tailed) .708 .778 .383 .001 .000 .001 .000 .000
N 30 30 30 30 30 30 30 30 30
x2.8 Pearson Correlation -.046 .064 .167 .511** .626** .492** .935** 1 .686**
Sig. (2-tailed) .810 .738 .378 .004 .000 .006 .000 .000
N 30 30 30 30 30 30 30 30 30
Total X2
Pearson Correlation .539** .554** .729** .808** .849** .853** .709** .686** 1 Sig. (2-tailed) .002 .001 .000 .000 .000 .000 .000 .000
N 30 30 30 30 30 30 30 30 30
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2tailed).
59 Lampiran 2. Uji Validitas (sambungan) Variabel Harga
Correlations
X3.1 X3.2 X3.3 TotalX3 X3.1 Pearson Correlation 1 .379* .399* .741**
Sig. (2-tailed) .039 .029 .000
N 30 30 30 30
X3.2 Pearson Correlation .379* 1 .433* .823**
Sig. (2-tailed) .039 .017 .000
N 30 30 30 30
X3.3 Pearson Correlation .399* .433* 1 .757**
Sig. (2-tailed) .029 .017 .000
N 30 30 30 30
TotalX3 Pearson Correlation .741** .823** .757** 1 Sig. (2-tailed) .000 .000 .000
N 30 30 30 30
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
Variabel Keputusan Pembelian
Correlations
Y1.1 Y1.2 Y1.3 Y1.4 TotalY
Y1.1 Pearson Correlation 1 .302 .223 .561** .732**
Sig. (2-tailed) .105 .236 .001 .000
N 30 30 30 30 30
Y1.2 Pearson Correlation .302 1 .380* .530** .704**
Sig. (2-tailed) .105 .039 .003 .000
N 30 30 30 30 30
Y1.3 Pearson Correlation .223 .380* 1 .446* .703**
Sig. (2-tailed) .236 .039 .014 .000
N 30 30 30 30 30
Y1.4 Pearson Correlation .561** .530** .446* 1 .833**
Sig. (2-tailed) .001 .003 .014 .000
N 30 30 30 30 30
TotalY Pearson Correlation .732** .704** .703** .833** 1
Sig. (2-tailed) .000 .000 .000 .000
N 30 30 30 30 30
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
60 Lampiran 3. Uji Reliabilitas
Variabel Brand Image Reliability
Scale: All variables
Case Processing Summary
N %
Cases Valid 30 100.0
Excludeda 0 .0
Total 30 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics
Cronbach's Alpha N of Items
.726 5
Item Statistics
Mean Std. Deviation N
X1.1 4.27 .450 30
X1.2 4.43 .504 30
X1.3 4.57 .504 30
X1.4 4.47 .629 30
X1.5 4.37 .615 30
Item-Total Statistics
Scale Mean if Item Deleted
Scale Variance if Item Deleted
Corrected Item- Total Correlation
Cronbach's Alpha if Item Deleted
X1.1 17.83 2.833 .334 .730
X1.2 17.67 2.575 .441 .696
X1.3 17.53 2.395 .572 .649
X1.4 17.63 2.171 .526 .665
X1.5 17.73 2.133 .573 .642
Scale Statistics
Mean Variance Std. Deviation N of Items
22.10 3.541 1.882 5
61 Lampiran 3. Uji Reliabilitas (sambungan) Variabel Kualitas Produk
Reliability
Scale: All variables
Case Processing Summary
N %
Cases Valid 30 100.0
Excludeda 0 .0
Total 30 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics
Cronbach's Alpha N of Items
.859 8
Item Statistics
Mean Std. Deviation N
X2.1 4.13 .860 30
X2.2 4.30 .596 30
x2.3 4.37 .615 30
x2.4 4.23 .774 30
x2.5 4.20 .714 30
x2.6 4.10 .712 30
x2.7 4.13 .860 30
x2.8 4.23 .817 30
Item-Total Statistics
Scale Mean if Item Deleted
Scale Variance if Item Deleted
Corrected Item- Total Correlation
Cronbach's Alpha if Item Deleted
X2.1 29.57 14.875 .371 .872
X2.2 29.40 15.628 .445 .857
x2.3 29.33 14.644 .650 .838
x2.4 29.47 13.361 .728 .826
x2.5 29.50 13.431 .790 .820
x2.6 29.60 13.421 .796 .820
x2.7 29.57 13.633 .583 .845
x2.8 29.47 13.982 .561 .847
62 Lampiran 3. Uji Reliabilitas (sambungan)
Scale Statistics
Mean Variance Std. Deviation N of Items
33.70 18.079 4.252 8
Variabel Harga Reliability
Scale: All variables
Case Processing Summary
N %
Cases Valid 30 100.0
Excludeda 0 .0
Total 30 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics
Cronbach's Alpha N of Items
.660 3
Item Statistics
Mean Std. Deviation N
X3.1 4.30 .750 30
X3.2 3.90 .960 30
X3.3 4.20 .714 30
Item-Total Statistics
Scale Mean if Item Deleted
Scale Variance if Item Deleted
Corrected Item- Total Correlation
Cronbach's Alpha if Item Deleted
X3.1 8.10 2.024 .456 .586
X3.2 8.50 1.500 .484 .570
X3.3 8.20 2.028 .502 .537
Scale Statistics
Mean Variance Std. Deviation N of Items
12.40 3.559 1.886 3
63 Lampiran 3. Uji Reliabilitas (sambungan) Variabel Keputusan Pembelian
Reliability
Scale: All variables
Case Processing Summary
N %
Cases Valid 30 100.0
Excludeda 0 .0
Total 30 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics
Cronbach's Alpha N of Items
.710 4
Item Statistics
Mean Std. Deviation N
Y1.1 4.30 .702 30
Y1.2 4.43 .504 30
Y1.3 4.33 .661 30
Y1.4 4.47 .507 30
Item-Total Statistics
Scale Mean if Item Deleted
Scale Variance if Item Deleted
Corrected Item- Total Correlation
Cronbach's Alpha if Item Deleted
Y1.1 13.23 1.771 .439 .697
Y1.2 13.10 2.093 .506 .649
Y1.3 13.20 1.890 .418 .703
Y1.4 13.07 1.857 .701 .544
Scale Statistics
Mean Variance Std. Deviation N of Items
17.53 3.085 1.756 4
64 Lampiran 4. Statistik Deskriptif
Karakteristik Responden Frequencies Table
Jenis Kelamin
Frequency Percent Valid Percent Cumulative Percent
Valid Pria 30 30.0 30.0 30.0
Wanita 70 70.0 70.0 100.0
Total 100 100.0 100.0
Usia
Frequency Percent Valid Percent Cumulative Percent
Valid < 20 tahun 12 12.0 12.0 12.0
21-30 tahun 37 37.0 37.0 49.0
31-40 tahun 46 46.0 46.0 95.0
> 40 tahun 5 5.0 5.0 100.0
Total 100 100.0 100.0
Pendidikan
Frequency Percent Valid Percent Cumulative Percent
Valid SMP 5 5.0 5.0 5.0
SMA 41 41.0 41.0 46.0
Perguruan tinggi 54 54.0 54.0 100.0
Total 100 100.0 100.0
Pekerjaan
Frequency Percent Valid Percent Cumulative Percent
Valid Pelajar/Mahasiswa 12 12.0 12.0 12.0
Swasta 33 33.0 33.0 45.0
Wiraswasta 34 34.0 34.0 79.0
Ibu rumah tangga 17 17.0 17.0 96.0
Lainnya 4 4.0 4.0 100.0
Total 100 100.0 100.0
65 Lampiran 4. Statistik Deskriptif (sambungan)
Pengeluaran
Frequency Percent Valid Percent Cumulative Percent
Valid Rp. 30000 26 26.0 26.0 26.0
Rp. 30000 -40000 38 38.0 38.0 64.0
Rp. 40001 - 50000 16 16.0 16.0 80.0
> Rp. 50000 20 20.0 20.0 100.0
Total 100 100.0 100.0
Variabel Brand Image Frequencies
Statistics
X1.1 X1.2 X1.3 X1.4 X1.5
N Valid 100 100 100 100 100
Missing 0 0 0 0 0
Mean 4.25 4.31 4.34 4.29 4.13
Frequencies Table
X1.1
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 5 5.0 5.0 6.0
4 61 61.0 61.0 67.0
5 33 33.0 33.0 100.0
Total 100 100.0 100.0
X1.2
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 6 6.0 6.0 7.0
4 53 53.0 53.0 60.0
5 40 40.0 40.0 100.0
Total 100 100.0 100.0
66 Lampiran 4. Statistik Deskriptif (sambungan)
X1.3
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 5 5.0 5.0 6.0
4 52 52.0 52.0 58.0
5 42 42.0 42.0 100.0
Total 100 100.0 100.0
X1.4
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 1 1.0 1.0 2.0
3 12 12.0 12.0 14.0
4 40 40.0 40.0 54.0
5 46 46.0 46.0 100.0
Total 100 100.0 100.0
X1.5
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 19 19.0 19.0 20.0
4 45 45.0 45.0 65.0
5 35 35.0 35.0 100.0
Total 100 100.0 100.0
Variabel Kualitas Produk Frequencies
Statistics
X2.1 X2.2 x2.3 x2.4 x2.5 x2.6 x2.7 x2.8
N Valid 100 100 100 100 100 100 100 100
Missing 0 0 0 0 0 0 0 0
Mean 4.09 4.22 4.20 4.20 4.20 4.20 4.12 4.14
67 Lampiran 4. Statistik Deskriptif (sambungan) Frequencies Table
X2.1
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 6 6.0 6.0 7.0
3 12 12.0 12.0 19.0
4 45 45.0 45.0 64.0
5 36 36.0 36.0 100.0
Total 100 100.0 100.0
X2.2
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 11 11.0 11.0 12.0
4 52 52.0 52.0 64.0
5 36 36.0 36.0 100.0
Total 100 100.0 100.0
X2.3
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 12 12.0 12.0 13.0
4 52 52.0 52.0 65.0
5 35 35.0 35.0 100.0
Total 100 100.0 100.0
X2.4
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 1 1.0 1.0 2.0
3 13 13.0 13.0 15.0
4 47 47.0 47.0 62.0
5 38 38.0 38.0 100.0
Total 100 100.0 100.0
68 Lampiran 4. Statistik Deskriptif (sambungan)
X2.5
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 1 1.0 1.0 2.0
3 12 12.0 12.0 14.0
4 49 49.0 49.0 63.0
5 37 37.0 37.0 100.0
Total 100 100.0 100.0
X2.6
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 14 14.0 14.0 15.0
4 48 48.0 48.0 63.0
5 37 37.0 37.0 100.0
Total 100 100.0 100.0
X2.7
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 2 2.0 2.0 3.0
3 21 21.0 21.0 24.0
4 36 36.0 36.0 60.0
5 40 40.0 40.0 100.0
Total 100 100.0 100.0
X2.8
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 2 2.0 2.0 3.0
3 19 19.0 19.0 22.0
4 38 38.0 38.0 60.0
5 40 40.0 40.0 100.0
Total 100 100.0 100.0
69 Lampiran 4. Statistik Deskriptif (sambungan) Variabel Harga
Frequencies
Statistics
X3.1 X3.2 X3.3
N Valid 100 100 100
Missing 0 0 0
Mean 4.24 3.82 4.06
Frequencies Table
X3.1
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 3 3.0 3.0 4.0
3 10 10.0 10.0 14.0
4 43 43.0 43.0 57.0
5 43 43.0 43.0 100.0
Total 100 100.0 100.0
X3.2
Frequency Percent Valid Percent Cumulative Percent
Valid 1 4 4.0 4.0 4.0
2 5 5.0 5.0 9.0
3 26 26.0 26.0 35.0
4 35 35.0 35.0 70.0
5 30 30.0 30.0 100.0
Total 100 100.0 100.0
X3.3
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 5 5.0 5.0 6.0
3 10 10.0 10.0 16.0
4 55 55.0 55.0 71.0
5 29 29.0 29.0 100.0
Total 100 100.0 100.0
70 Lampiran 4. Statistik Deskriptif (sambungan) Variabel Keputusan Pembelian
Frequencies
Statistics
Y1.1 Y1.2 Y1.3 Y1.4
N Valid 100 100 100 100
Missing 0 0 0 0
Mean 4.31 4.23 4.28 4.34
Frequencies Table
Y1.1
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 2 2.0 2.0 3.0
3 7 7.0 7.0 10.0
4 45 45.0 45.0 55.0
5 45 45.0 45.0 100.0
Total 100 100.0 100.0
Y1.2
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 11 11.0 11.0 12.0
4 51 51.0 51.0 63.0
5 37 37.0 37.0 100.0
Total 100 100.0 100.0
Y1.3
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
3 9 9.0 9.0 10.0
4 50 50.0 50.0 60.0
5 40 40.0 40.0 100.0
Total 100 100.0 100.0
71 Lampiran 4. Statistik Deskriptif (sambungan)
Y1.4
Frequency Percent Valid Percent Cumulative Percent
Valid 1 1 1.0 1.0 1.0
2 1 1.0 1.0 2.0
3 6 6.0 6.0 8.0
4 47 47.0 47.0 55.0
5 45 45.0 45.0 100.0
Total 100 100.0 100.0
Standar Deviasi
Descriptive Statistics
N Minimum Maximum Mean Std. Deviation
X1.1 100 1 5 4,25 ,642
X1.2 100 1 5 4,31 ,677
X1.3 100 1 5 4,34 ,670
X1.4 100 1 5 4,29 ,795
X1.5 100 1 5 4,13 ,787
X2.1 100 1 5 4,09 ,900
X2.2 100 1 5 4,22 ,719
x2.3 100 1 5 4,20 ,725
x2.4 100 1 5 4,20 ,778
x2.5 100 1 5 4,20 ,765
x2.6 100 1 5 4,20 ,752
x2.7 100 1 5 4,12 ,879
x2.8 100 1 5 4,14 ,865
X3.1 100 1 5 4,24 ,830
X3.2 100 1 5 3,82 1,048
X3.3 100 1 5 4,06 ,827
Y1.1 100 1 5 4,31 ,775
Y1.2 100 1 5 4,23 ,723
Y1.3 100 1 5 4,28 ,712
Y1.4 100 1 5 4,34 ,728
Valid N (listwise) 100
72 Lampiran 4. Statistik Deskriptif (sambungan) Regression
Descriptive Statistics
Mean Std. Deviation N
Y 4.2900 .62333 100
X1 4.2640 .55841 100
X2 4.1713 .62907 100
X3 4.0400 .72207 100
Lampiran 5. Uji Asumsi Klasik Uji Normalitas
NPar Tests
73 Lampiran 5. Uji Asumsi Klasik (sambungan)
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 100
Normal Parametersa Mean .0000000
Std. Deviation .39105303 Most Extreme Differences Absolute .044
Positive .037
Negative -.044
Kolmogorov-Smirnov Z .443
Asymp. Sig. (2-tailed) .989
a. Test distribution is Normal.
74 Lampiran 5. Uji Asumsi Klasik (sambungan) Uji Multikolinearitas
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients t Sig.
Collinearity Statistics
B Std. Error Beta Tolerance VIF
1 (Constant) .361 .336 1.074 .285
X1 .291 .090 .261 3.253 .002 .638 1.569
X2 .391 .077 .394 5.084 .000 .681 1.468
X3 .262 .065 .303 4.001 .000 .713 1.402
a. Dependent Variable: Y
Uji Heteroskedastisitas
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) .227 .198 1.143 .256
X1 -.010 .053 -.023 -.185 .854
X2 -.006 .045 -.017 -.135 .893
X3 .038 .039 .118 .983 .328
a. Dependent Variable: Abs.Resid
75
Lampiran 6. Analisis Regresi Linear Berganda, Uji F, Uji t, dan Koefisien Determinasi
Regression
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 X3, X2, X1a . Enter
a. All requested variables entered.
b. Dependent Variable: Y
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of
the Estimate Durbin-Watson
1 .779a .606 .594 .39712 2.256
a. Predictors: (Constant), X3, X2, X1 b. Dependent Variable: Y
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) .227 .198 1.143 .256
X1 -.010 .053 -.023 -.185 .854
X2 -.006 .045 -.017 -.135 .893
X3 .038 .039 .118 .983 .328
a. Dependent Variable: Abs.Resid
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions (Constant) X1 X2 X3
1 1 3.964 1.000 .00 .00 .00 .00
2 .017 15.298 .13 .02 .08 .94
3 .011 18.857 .47 .02 .82 .00
4 .008 22.593 .40 .96 .10 .05
a. Dependent Variable: Y
76
Lampiran 6. Analisis Regresi Linear Berganda, Uji F, Uji t, dan Koefisien Determinasi (sambungan)
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 23.326 3 7.775 49.303 .000a
Residual 15.139 96 .158
Total 38.465 99
a. Predictors: (Constant), X3, X2, X1 b. Dependent Variable: Y
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 1.3043 5.0795 4.2900 .48540 100
Std. Predicted Value -6.151 1.627 .000 1.000 100
Standard Error of Predicted Value .041 .257 .074 .029 100
Adjusted Predicted Value 1.5240 5.0826 4.2905 .47211 100
Residual -1.09311 .79357 .00000 .39105 100
Std. Residual -2.753 1.998 .000 .985 100
Stud. Residual -2.773 2.095 .000 1.007 100
Deleted Residual -1.10897 .87228 -.00052 .40934 100
Stud. Deleted Residual -2.876 2.133 -.001 1.016 100
Mahal. Distance .064 40.509 2.970 4.526 100
Cook's Distance .000 .182 .012 .024 100
Centered Leverage Value .001 .409 .030 .046 100
a. Dependent Variable: Y