148
2. Uji Linearitas
Hasil Uji Linearitas Berpikir Kritis terhadap Motivasi Ber technopreneurship
ANOVA Table
Sum of Squares
df Mean
Square F
Sig. Y X1
Between Groups Combined
878.288 20
43.914 1.143
.329 Linearity
490.220 1
490.220 12.759
.001 Deviation from Linearity
388.068 19
20.425 .532
.938 Within Groups
2727.918 71
38.421 Total
3606.207 91
Hasil Uji
Linearitas Kecakapan
Sosial terhadap
Motivasi Ber
technopreneurship
ANOVA Table
Sum of Squares
df Mean
Square F
Sig. Y X2
Between Groups Combined
1131.734 20
56.587 1.624
.071 Linearity
482.555 1
482.555 13.846
.000 Deviation from Linearity
649.179 19
34.167 .980
.493 Within Groups
2474.472 71
34.852 Total
3606.207 91
Hasil Uji
Linearitas Kemampuan
Metakognitif terhadap
Motivasi Ber
technopreneurship
ANOVA Table
Sum of Squares
df Mean
Square F
Sig. Y X3
Between Groups Combined
1649.792 24
68.741 2.354
.003 Linearity
712.591 1
712.591 24.404
.000 Deviation from Linearity
937.202 23
40.748 1.395
.147 Within Groups
1956.414 67
29.200 Total
3606.207 91
149
Perhitungan Uji Linieritas X
1
terhadap Y
Mencari a dan b
b = n ∑ XY − ∑ X∑ Y
n∑ X
− ∑ X b =
92 x 309036 − 5070 x 5591 92 x 281140 − 257040900
b = 84942
159980
b = 0,531 a =
Ῡ
- bẍ a = 60,77 – 0,5311 x 55,11
a = 31,512 ∑X = 5070
∑Y = 5591 ∑
= 281140 ∑
= 343381 ∑XY = 309036
∑ = 25704900
∑ = 31259281
N= 92 ẍ = 55,11
Ῡ
= 60,77
Maka regresi Y dan X persamaanya adalah Y = 0,531 + 31,512x Mencari JK
a
dan JK
b a
JK a = ∑ Y
n JK a =
31259281 92
JK a = 339774,79 JK
b a
= b { ∑ XY −
∑ ∑
} JK
b a
= 0,531 309036 – JK
b a
= 0,531 309036 – 308122,7 JK
b a
= 490,22
Mencari JKE
JK E = ∑ k{ ∑ Y − ∑ Y
n JK E = 2727,918
diperoleh dengan bantuan ms. Excel
Mencari JKTC
JKTC = JK
res
- JKE JKTC = 3115,986 – 2727,918
JKTC = 388,068 JK
res
= ∑ -
JK
b a
-
JK
a
JK
res
= 343381 – 490,22 – 33974,79 JK
res
= 3115,986
Mencari S
2
TC dab S
2
e
S
2
TC = S
2
TC =
,
S
2
TC = 20,425 S
2
e = S
2
e =
,
S
2
e = 38,421
150
Mencari F
hitung
F
hitung
= F
hitung
=
, ,
F
hitung
=
0,532 X
2
terhadap Y
Mencari a dan b
b = n ∑ XY − ∑ X ∑ Y
n ∑ X − ∑ X b =
92 x 309859 − 5084 x 5591 92 x 282608 − 25847056
b = 82384
152880
b = 0,539 a =
Ῡ
- bẍ a = 60,77 – 0,539 x 55,26
a = 30,993 ∑X = 5084
∑Y = 5591 ∑
= 282608 ∑
= 343381 ∑XY = 309859
∑ = 25847056
∑ = 31259281
N= 92 ẍ = 55,26
Ῡ
= 60,77
Maka regresi Y dan X persamaanya adalah Y = 0,539 + 30,993x Mencari JK
a
dan JK
b a
JK a = ∑ Y
n JK a =
31259281 92
JK a = 339774,79 JK
b a
= b { ∑ XY −
∑ ∑
} JK
b a
= 0,539 309859 – JK
b a
= 0,539 309859 –308963,5 JK
b a
= 482,555
Mencari JKE
JK E = ∑ k{ ∑ Y − ∑ Y
n JK E = 2474,47
diperoleh dengan bantuan ms. Excel
Mencari JKTC
JKTC = JK
res
- JKE JKTC = 3123,651– 2474,47
JKTC = 649,179 JK
res
= ∑ -
JK
b a
-
JK
a
JK
res
= 343381 – 482,555 – 33974,79 JK
res
= 3123,651
151
Mencari S
2
TC dab S
2
e
S
2
TC = S
2
TC =
,
S
2
TC = 34,167 S
2
e = S
2
e =
,
S
2
e = 34,851
Mencari F
hitung
F
hitung
= F
hitung
=
, ,
F
hitung
=
0,980 X
3
terhadap Y
Mencari a dan b
b = n ∑ XY − ∑ X ∑ Y
n ∑ X − ∑ X b =
92 x 329865 − 5403 x 5591 92 x 320531 − 29192409
b = 139407
296443
b = 0,47 a =
Ῡ
- bẍ a = 60,77 – 0,47 x 58,728
a = 33,154 ∑X = 5403
∑Y = 5591 ∑
= 320531 ∑
= 343381 ∑XY = 329865
∑ = 29192409
∑ = 31259281
N= 92 ẍ = 58,728
Ῡ
= 60,77
Maka regresi Y dan X persamaanya adalah Y = 0,47 + 33,154x Mencari JK
a
dan JK
b a
JK a = ∑ Y
n JK a =
31259281 92
JK a = 339774,79 JK
b a
= b { ∑ XY −
∑ ∑
} JK
b a
= 0,47 329865 – JK
b a
= 0,47 329865 –328349,71 JK
b a
= 712,591
Mencari JKE
JK E = ∑ k{ ∑ Y − ∑ Y
n }
JK E =
1956,41 diperoleh dengan bantuan ms. Excel
Mencari JKTC
JKTC = JK
res
- JKE JKTC = 2893,616 – 1956,41
JKTC = 937,202 JK
res
= ∑ -
JK
b a
-
JK
a
JK
res
= 343381 – 712,591 – 339774,79
JK
res
= 2893,616
152
Mencari S
2
TC dab S
2
e
S
2
TC = S
2
TC =
,
S
2
TC = 40,748 S
2
e = S
2
e =
,
S
2
e = 29,2
Mencari F
hitung
F
hitung
= F
hitung
=
, ,
F
hitung
=
1,395 3. Uji Multikolinieritas
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients T
Sig. Collinearity Statistics
B Std. Error
Beta Tolerance
VIF 1
Constant 22.495
8.429 2.669
.009 X1
.194 .181
.135 1.072
.286 .559
1.788 X2
.149 .190
.101 .783
.436 .531
1.884 X3
.330 .128
.312 2.588
.011 .605
1.652 a. Dependent Variable: Y
153
C. Uji Hipotesis 1. Uji Hipotesis Pertama