TUGAS UAS EKONOMETRIKA
TUGAS UAS EKONOMETRIKA
PENGUJIAN DATA MENGGUNAKAN SPSS
Nama : Ariska Putriana Bella
NIM : 2016020280
Kelas : Manajemen B3/VI
Peningkatan Kinerja Karyawan PT Parama Global Inspira (Cabang Solo) Ditinjau Dari Pelatihan, Budaya Kerja, Sarana dan Prasarana
A. UJI VALIDITAS
1. Variabel Y "Kinerja Karyawan"
2. Variabel X1 "Pelatihan"
b. Interpletasi Hasil Uji F
c. Interpletasi Hasil Koefisiensi Determinasi
d. Interpletasi Hasil Uji T
A. UJI VALIDITAS
1. Variabel Y "Kinerja Karyawan"
Correlations
| ||||||
KIN1
|
KIN2
|
KIN3
|
KIN4
|
KINERJA
| ||
KIN1
|
Pearson Correlation
|
1
|
-.077
|
-.195
|
.172
|
.488**
|
Sig. (2-tailed)
|
.659
|
.261
|
.322
|
.003
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
KIN2
|
Pearson Correlation
|
-.077
|
1
|
.052
|
.002
|
.508**
|
Sig. (2-tailed)
|
.659
|
.767
|
.990
|
.002
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
KIN3
|
Pearson Correlation
|
-.195
|
.052
|
1
|
-.188
|
.173
|
Sig. (2-tailed)
|
.261
|
.767
|
.280
|
.322
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
KIN4
|
Pearson Correlation
|
.172
|
.002
|
-.188
|
1
|
.666**
|
Sig. (2-tailed)
|
.322
|
.990
|
.280
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
KINERJA
|
Pearson Correlation
|
.488**
|
.508**
|
.173
|
.666**
|
1
|
Sig. (2-tailed)
|
.003
|
.002
|
.322
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
**. Correlation is significant at the 0.01 level (2-tailed).
| ||||||
2. Variabel X1 "Pelatihan"
Correlations
| ||||||
PELT1
|
PELT2
|
PELT3
|
PELT4
|
PELATIHAN
| ||
PELT1
|
Pearson Correlation
|
1
|
.195
|
-.128
|
.217
|
.625**
|
Sig. (2-tailed)
|
.263
|
.465
|
.210
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
PELT2
|
Pearson Correlation
|
.195
|
1
|
.118
|
.081
|
.548**
|
Sig. (2-tailed)
|
.263
|
.500
|
.644
|
.001
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
PELT3
|
Pearson Correlation
|
-.128
|
.118
|
1
|
-.155
|
.481**
|
Sig. (2-tailed)
|
.465
|
.500
|
.372
|
.003
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
PELT4
|
Pearson Correlation
|
.217
|
.081
|
-.155
|
1
|
.474**
|
Sig. (2-tailed)
|
.210
|
.644
|
.372
|
.004
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
PELATIHAN
|
Pearson Correlation
|
.625**
|
.548**
|
.481**
|
.474**
|
1
|
Sig. (2-tailed)
|
.000
|
.001
|
.003
|
.004
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
**. Correlation is significant at the 0.01 level (2-tailed).
| ||||||
3. Variabel X2 "Budaya Kerja"
Correlations
| ||||||
BUDY1
|
BUDY2
|
BUDY3
|
BUDY4
|
BUDAYAKERJA
| ||
BUDY1
|
Pearson Correlation
|
1
|
.357*
|
.004
|
.202
|
.541**
|
Sig. (2-tailed)
|
.035
|
.981
|
.244
|
.001
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
BUDY2
|
Pearson Correlation
|
.357*
|
1
|
.319
|
.793**
|
.832**
|
Sig. (2-tailed)
|
.035
|
.062
|
.000
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
BUDY3
|
Pearson Correlation
|
.004
|
.319
|
1
|
.252
|
.662**
|
Sig. (2-tailed)
|
.981
|
.062
|
.143
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
BUDY4
|
Pearson Correlation
|
.202
|
.793**
|
.252
|
1
|
.741**
|
Sig. (2-tailed)
|
.244
|
.000
|
.143
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
BUDAYAKERJA
|
Pearson Correlation
|
.541**
|
.832**
|
.662**
|
.741**
|
1
|
Sig. (2-tailed)
|
.001
|
.000
|
.000
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
*. Correlation is significant at the 0.05 level (2-tailed).
| ||||||
**. Correlation is significant at the 0.01 level (2-tailed).
| ||||||
4. Variabel X3 "Sarana dan Prasarana"
Correlations
| ||||||
SAR1
|
SAR2
|
SAR3
|
SAR4
|
SARANAPRASARANA
| ||
SAR1
|
Pearson Correlation
|
1
|
-.180
|
.154
|
.219
|
.645**
|
Sig. (2-tailed)
|
.300
|
.377
|
.207
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
SAR2
|
Pearson Correlation
|
-.180
|
1
|
-.075
|
.360*
|
.305
|
Sig. (2-tailed)
|
.300
|
.667
|
.034
|
.075
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
SAR3
|
Pearson Correlation
|
.154
|
-.075
|
1
|
.351*
|
.641**
|
Sig. (2-tailed)
|
.377
|
.667
|
.039
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
SAR4
|
Pearson Correlation
|
.219
|
.360*
|
.351*
|
1
|
.736**
|
Sig. (2-tailed)
|
.207
|
.034
|
.039
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
SARANAPRASARANA
|
Pearson Correlation
|
.645**
|
.305
|
.641**
|
.736**
|
1
|
Sig. (2-tailed)
|
.000
|
.075
|
.000
|
.000
| ||
N
|
35
|
35
|
35
|
35
|
35
| |
**. Correlation is significant at the 0.01 level (2-tailed).
| ||||||
*. Correlation is significant at the 0.05 level (2-tailed).
| ||||||
B. UJI RELIABILITAS
1. Variabel Y "Kinerja Karyawan"
Reliability Statistics
| |
Cronbach's Alpha
|
N of Items
|
.604
|
5
|
2. Variabel X1 "Pelatihan"
Reliability Statistics
| |
Cronbach's Alpha
|
N of Items
|
.652
|
5
|
3. Variabel X2 "Budaya Kerja"
Reliability Statistics
| |
Cronbach's Alpha
|
N of Items
|
.763
|
5
|
4. Variabel X3 "Sarana dan Prasarana"
Reliability Statistics
| |
Cronbach's Alpha
|
N of Items
|
.707
|
5
|
C. UJI STATISTIK DESKRIPTIF
Descriptive Statistics
| |||||
N
|
Minimum
|
Maximum
|
Mean
|
Std. Deviation
| |
KINERJA
|
35
|
11
|
18
|
14.40
|
1.866
|
PELATIHAN
|
35
|
11
|
18
|
14.49
|
1.788
|
BUDAYAKERJA
|
35
|
10
|
20
|
14.83
|
2.121
|
SARANAPRASARANA
|
35
|
7
|
17
|
13.26
|
2.305
|
Valid N (listwise)
|
35
| ||||
D. UJI ASUMSI KLASIK
1. Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
| ||
Unstandardized Residual
| ||
N
|
35
| |
Normal Parametersa,b
|
Mean
|
.0000000
|
Std. Deviation
|
1.64943827
| |
Most Extreme Differences
|
Absolute
|
.121
|
Positive
|
.121
| |
Negative
|
-.085
| |
Test Statistic
|
.121
| |
Asymp. Sig. (2-tailed)
|
.200c,d
| |
a. Test distribution is Normal.
| ||
b. Calculated from data.
| ||
c. Lilliefors Significance Correction.
| ||
d. This is a lower bound of the true significance.
| ||
2. Uji Multikolinearitas
Coefficientsa
| ||||||||
Model
|
Unstandardized Coefficients
|
Standardized Coefficients
|
t
|
Sig.
|
Collinearity Statistics
| |||
B
|
Std. Error
|
Beta
|
Tolerance
|
VIF
| ||||
1
|
(Constant)
|
4.491
|
3.425
|
1.311
|
.199
| |||
PELATIHAN
|
.361
|
.166
|
.346
|
2.176
|
.037
|
.999
|
1.001
| |
BUDAYAKERJA
|
.158
|
.144
|
.180
|
1.095
|
.282
|
.937
|
1.068
| |
SARANAPRASARANA
|
.176
|
.133
|
.218
|
1.329
|
.193
|
.937
|
1.067
| |
a. Dependent Variable: KINERJA
| ||||||||
3. Uji Heteroskedastistas
Coefficientsa
| ||||||||
Model
|
Unstandardized Coefficients
|
Standardized Coefficients
|
t
|
Sig.
|
Collinearity Statistics
| |||
B
|
Std. Error
|
Beta
|
Tolerance
|
VIF
| ||||
1
|
(Constant)
|
4.491
|
3.425
|
1.311
|
.199
| |||
PELATIHAN
|
.361
|
.166
|
.346
|
2.176
|
.037
|
.999
|
1.001
| |
BUDAYAKERJA
|
.158
|
.144
|
.180
|
1.095
|
.282
|
.937
|
1.068
| |
SARANAPRASARANA
|
.176
|
.133
|
.218
|
1.329
|
.193
|
.937
|
1.067
| |
a. Dependent Variable: KINERJA
| ||||||||
4. Uji Autokorelasi
Model Summaryb
| |||||
Model
|
R
|
R Square
|
Adjusted R Square
|
Std. Error of the Estimate
|
Durbin-Watson
|
1
|
.468a
|
.219
|
.143
|
1.727
|
1.307
|
a. Predictors: (Constant), SARANAPRASARANA, PELATIHAN, BUDAYAKERJA
| |||||
b. Dependent Variable: KINERJA
| |||||
E. ANALISIS REGRESI LINIER
1. Uji Ketepatan Model
a. Interpletasi Hasil Persamaan Regresi Linier
Residuals Statisticsa
| |||||
Minimum
|
Maximum
|
Mean
|
Std. Deviation
|
N
| |
Predicted Value
|
12.28
|
16.45
|
14.40
|
.873
|
35
|
Residual
|
-2.633
|
3.767
|
.000
|
1.649
|
35
|
Std. Predicted Value
|
-2.430
|
2.349
|
.000
|
1.000
|
35
|
Std. Residual
|
-1.524
|
2.181
|
.000
|
.955
|
35
|
a. Dependent Variable: KINERJA
| |||||
b. Interpletasi Hasil Uji F
ANOVAa
| ||||||
Model
|
Sum of Squares
|
df
|
Mean Square
|
F
|
Sig.
| |
1
|
Regression
|
25.898
|
3
|
8.633
|
2.893
|
.051b
|
Residual
|
92.502
|
31
|
2.984
| |||
Total
|
118.400
|
34
| ||||
a. Dependent Variable: KINERJA
| ||||||
b. Predictors: (Constant), SARANAPRASARANA, PELATIHAN, BUDAYAKERJA
| ||||||
c. Interpletasi Hasil Koefisiensi Determinasi
Model Summaryb
| |||||
Model
|
R
|
R Square
|
Adjusted R Square
|
Std. Error of the Estimate
|
Durbin-Watson
|
1
|
.468a
|
.219
|
.143
|
1.727
|
1.307
|
a. Predictors: (Constant), SARANAPRASARANA, PELATIHAN, BUDAYAKERJA
| |||||
b. Dependent Variable: KINERJA
| |||||
d. Interpletasi Hasil Uji T
Coefficientsa
| ||||||
Model
|
Unstandardized Coefficients
|
Standardized Coefficients
|
t
|
Sig.
| ||
B
|
Std. Error
|
Beta
| ||||
1
|
(Constant)
|
4.491
|
3.425
|
1.311
|
.199
| |
PELATIHAN
|
.361
|
.166
|
.346
|
2.176
|
.037
| |
BUDAYAKERJA
|
.158
|
.144
|
.180
|
1.095
|
.282
| |
SARANAPRASARANA
|
.176
|
.133
|
.218
|
1.329
|
.193
| |
a. Dependent Variable: KINERJA
| ||||||
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