5. KESIMPULAN DAN SARAN
5.2. Saran
34
35 1. Penelitian ini masih menggunakan analisis regresi berganda, untuk penelitian
lebih lanjut perlu dilakukan dengan analisis data panel.
2. Model regresi dalam penelitian ini hanya menggunakan empat variabel independen dan dua diantaranya tidak signifikan. Untuk penelitian yang akan datang perlu memasukkan variabel independen lain yang perlu diteliti sehingga diharapkan hasilnya akan memberikan kontribusi keilmuan khususnya dalam bidang manajemen keuangan.
36 DAFTAR PUSTAKA
Abimanyu dan Wirasedana (2015) Pengaruh Ukuran Perusahaan, Variabilitas Pendapatan Dan Operating Leverage Pada Struktur Modal Industri Perbankan.
E-Jurnal Akuntansi Universitas Udayana 11 (3): 848-862 http://ojs.unud.ac.id/index.php/Akuntansi/article/viewFile/12957/9637
Angeliend, R.P. (2014). Analisis Struktur Modal dan Faktor-Faktor yang Mempengaruhinya (Studi Pada Sektor Manufaktur di Bursa Efek Indonesia.
Jurnal Ekonomi dan Bisnis. http://eprints.dinus.ac.id/8857/1/jurnal_13804.pdf Antoniou, A., Guney, Y., Paudyal, K. (2002) The determinants of corporate capital
structure: Evidence from European countries.
https://s3.amazonaws.com/academia.edu.documents/30923060/determinant- europe.pdf?AWSAccessKeyId=AKIAIWOWYYGZ2Y53UL3A&Expires=150 7438035&Signature=iPy3%2Ffm20r8B7%2FcookwMIKXDLwM%3D&respo nse-content-
disposition=inline%3B%20filename%3DDeterminants_of_corporate_capital_s truct.pdf
Bevan, AA., Danbolt, J. (2002) Capital structure and its determinants in the UK-a decompositional analysis. Applied Financial Economics 12 (3): pp 159-170 Booth, L., Aivazian, V., Demirguc‐Kunt, A., Maksimovic, V., (2001) Capital
structures in developing countries. The Journal of Finance 56 (1): pp. 87-130.
Chen, JJ. (2004) Determinants of Capital Structure of Chinese Listed-Companies.
Journal of Business Research 57 (12):pp. 1341-1351
Fauzi, F; Basyit, A and Idris, M. (2013) The Determinants of Capital Structure: An Empirical Study of New Zealand-Listed Firms. Asian Journal of Finance &
Accounting 5 (2): pp 1-21.
Jensen, M. C. (1986). Agency costs of free-cash-flow, corporate finance, and takeovers. American Economic Review, 76, 323-329.
Kesuma, A. (2009). Analisis Faktor yang Mempengaruhi Struktur Modal Serta Pengaruhnya Terhadap Harga Saham Perusahaan Real Estate yang Go Public di Bursa Efek Indonesia. Jurnal Manajemen dan Kewirausahaan 11 (1): 38-45 http://ced.petra.ac.id/index.php/man/article/viewFile/17743/17664
37 Khariry, M dan Wulansari, M. (2016). Faktor-Faktor Yang Mempengaruhi Struktur Modal (Studi Kasus Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia Periode 2011 – 2014). Jurnal Wawasan Manajemen 4 (2):113-125 http://jwm.unlam.ac.id/id/index.php/jwm/article/download/83/83.
Manurung, Adler. (2011). Determinan Struktur Kapital Perusahaan di Indonesia.
Jurnal Akuntansi – FE Untar 15 (3): pp. 250 – 261.
Margaretha, F. (2010). Faktor-Faktor yang Mempengaruhi Struktur Modal Pada
Industri Manufaktur di Bursa Efek Indonesia.
http://web.stietrisakti.ac.id/JBA/JBA12.2Agustus2010/5_artikel_JBA12.2Agus tus2010.pdf
Myers, S., and N. Majluf (1984). Corporate Financing and Investment Decisions When Firms Have Information Investors Do Not Have. Journal of Financial Economics, 13: pp 187-222.
Myers, S. (2001) Capital Structure. The Journal of Economic Perspectives 15 (2): pp.
81-102
Nadeem, Ahmed Sheikh and Zongjun, Wang. (2011) "Determinants Of Capital Structure: An Empirical Study Of Firms In Manufacturing Industry Of Pakistan", Managerial Finance 37 (2): pp.117 – 133.
Pandey, I. M., (2001) Capital Structure and the Firm Characterstics: Evidence from an Emerging Market. IIMA Working Paper No. 2001-10-04. Available at SSRN:
https://ssrn.com/abstract=300221 or http://dx.doi.org/10.2139/ssrn.300221 Pedro Proença and Raul M. S. Laureanoa and Luis M. S. Laureanoa (2014).
Determinants of Capital Structure and the 2008 Financial Crisis: Evidence from Portuguese SMEs. Procedia - Social and Behavioral Sciences 150: pp 182 – 191 Rafiq, M; Iqbal, A; Atiq, M. (2008). The Determinants of Capital Structure of the Chemical Industry in Pakistan. The Lahore Journal of Economics 13 (1): pp.
139-158 http://www.lahoreschoolofeconomics.edu.pk/journal/vol13- no1/06%20chemical%20industry.pdf
Rajan, RG., Zingakes, L. (1995). What Do We Know about Capital Structure? Some Evidence from International Data. The Journal of Finance 50 (5): pp. 1421–
1460
38 Ross, Westerfield, Jaffe. (1999). Corporate Finance. Fifth edition. Mc Graw Hill.
International Edition.
Smart, S., Megginson, W., Gitman, L. (2004). Corporate Finance. Mason, OH:
Thomson/South Western
Susanti, Y dan Agustin, S. (2015). Faktor-Faktor Yang Mempengaruhi Struktur Modal Perusahaan Food and Beverage. Jurnal Ilmu dan Riset Manajemen 4 (9): 1-15.
https://ejournal.stiesia.ac.id/jirm/article/download/964/915
Titman, S., & Wessels, R. (1988). The Determinants of Capital Structure Choice. The Journal of Finance, 43: pp 1-19.
39 Lampiran
REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility.
Regression
Notes
Output Created 28-Jul-2017 13:14:44
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working
Data File 132
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility.
Resources Processor Time 00 00:00:00.063
Elapsed Time 00 00:00:00.072
Memory Required 2292 bytes
40
Additional Memory Required for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 tangibility, roa, assetgrowth, size
. Enter
a. All requested variables entered.
b. Dependent Variable: strukturmodal
Model Summary
Model R R Square
Adjusted R Square
Std. Error of the Estimate
1 .377a .142 .115 2.23268
a. Predictors: (Constant), tangibility, roa, assetgrowth, size
ANOVAb
Model Sum of Squares df
Mean
Square F Sig.
1 Regression 104.564 4 26.141 5.244 .001a
Residual 633.077 127 4.985
Total 737.640 131
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal
Coefficientsa
Model Unstandardized Coefficients
Standardized
Coefficients t Sig.
41
B Std. Error Beta
1 (Constant) 11.722 1.115 10.508 .000
size -.196 .059 -.288 -3.336 .001
assetgrowth .522 .245 .175 2.127 .035
roa .005 .176 .002 .029 .977
tangibility -5.248 3.256 -.134 -1.612 .109
a. Dependent Variable: strukturmodal REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA COLLIN TOL /CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility.
Regression - uji multicollinearity
Notes
Output Created 28-Jul-2017 13:23:47
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA COLLIN TOL
/CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility.
42
Resources Processor Time 00 00:00:00.031
Elapsed Time 00 00:00:00.027
Memory Required 2292 bytes
Additional Memory Required for
Residual Plots 0 bytes
[DataSet0]
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method 1 tangibility, roa,
assetgrowth, size
. Enter
a. All requested variables entered.
b. Dependent Variable: strukturmodal
Model Summary
Model R R Square Adjusted R Square
Std. Error of the Estimate
1 .377a .142 .115 2.23268
a. Predictors: (Constant), tangibility, roa, assetgrowth, size
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 104.564 4 26.141 5.244 .001a
Residual 633.077 127 4.985
Total 737.640 131
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
Collinearity Statistics
B Std. Error Beta Tolerance VIF
43
1 (Constant) 11.722 1.115 10.508 .000
size -.196 .059 -.288 -3.336 .001 .905 1.105
assetgrowth .522 .245 .175 2.127 .035 .997 1.003
roa .005 .176 .002 .029 .977 .919 1.088
tangibility -5.248 3.256 -.134 -1.612 .109 .981 1.019
a. Dependent Variable: strukturmodal
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition Index
Variance Proportions
(Constant) size assetgrowth roa tangibility
1 1 3.164 1.000 .00 .00 .01 .02 .02
2 .929 1.846 .00 .00 .82 .00 .14
3 .739 2.068 .00 .00 .15 .02 .81
4 .153 4.548 .04 .03 .01 .94 .02
5 .015 14.536 .96 .97 .00 .02 .01
a. Dependent Variable: strukturmodal
DESCRIPTIVES VARIABLES=strukturmodal size assetgrowth roa tangibility
/STATISTICS=MEAN STDDEV MIN MAX.
Descriptives
Notes
Output Created 28-Jul-2017 13:35:03
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File 132
Missing Value Handling
Definition of Missing User defined missing values are treated as missing.
Cases Used All non-missing data are used.
44
Syntax DESCRIPTIVES
VARIABLES=strukturmodal size assetgrowth roa tangibility
/STATISTICS=MEAN STDDEV MIN MAX.
Resources Processor Time 00 00:00:00.000
Elapsed Time 00 00:00:00.000
[DataSet0]
Descriptive Statistics
N Minimum Maximum Mean Std. Deviation
strukturmodal 132 .73 15.62 7.8668 2.37294
size 132 14.99 29.51 19.6223 3.49398
assetgrowth 132 -1.00 9.00 .2319 .79681
roa 132 -1.64 5.14 2.0695 1.15881
tangibility 132 .00 .50 .0277 .06049
Valid N (listwise) 132
Means - uji linearitas
Notes
Output Created 28-Jul-2017 13:38:41
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
Missing Value Handling Definition of Missing For each dependent variable in a table, user-defined missing values for the dependent and all grouping variables are treated as missing.
Cases Used Cases used for each table have no missing values in any independent variable, and not
45
all dependent variables have missing values.
Syntax MEANS TABLES=strukturmodal BY size
assetgrowth roa tangibility
/CELLS MEAN COUNT STDDEV /STATISTICS LINEARITY.
Resources Processor Time 00 00:00:00.047
Elapsed Time 00 00:00:00.058
Case Processing Summary Cases
Included Excluded Total
N Percent N Percent N Percent
strukturmodal * size 132 100.0% 0 .0% 132 100.0%
strukturmodal * assetgrowth 132 100.0% 0 .0% 132 100.0%
strukturmodal * roa 132 100.0% 0 .0% 132 100.0%
strukturmodal * tangibility 132 100.0% 0 .0% 132 100.0%
strukturmodal * size
Report strukturmodal
size Mean N Std. Deviation
14.99 7.2500 1 .
15.30 7.0900 1 .
15.36 6.7100 1 .
15.44 9.7500 1 .
15.55 7.6100 1 .
15.78 6.8800 1 .
15.85 13.1700 1 .
15.92 11.4400 2 2.54558
16.04 8.5200 1 .
16.06 6.6500 1 .
16.31 8.3250 2 3.13248
16.61 4.0700 1 .
16.65 15.1800 1 .
46
16.77 15.6200 1 .
16.81 3.0300 1 .
16.84 9.6100 1 .
16.87 7.1300 1 .
16.88 8.3500 1 .
16.97 7.6400 1 .
17.00 8.4800 1 .
17.04 8.0800 1 .
17.05 8.4500 1 .
17.17 8.6900 1 .
17.21 8.8300 1 .
17.23 5.9600 1 .
17.36 7.1900 1 .
17.59 7.4700 1 .
17.66 7.3100 1 .
17.73 7.6000 1 .
17.76 10.8200 1 .
17.81 8.7400 1 .
17.89 6.6400 1 .
17.91 8.0800 1 .
17.94 11.7000 1 .
17.99 9.4100 1 .
18.01 9.1450 2 .84146
18.04 7.2650 2 3.31633
18.06 5.9900 1 .
18.07 12.4600 1 .
18.08 9.6600 2 .87681
18.11 10.7200 1 .
18.12 8.8100 2 .84853
18.13 5.1100 1 .
18.14 9.0500 2 .04243
18.19 7.8400 1 .
18.21 4.6000 1 .
18.30 9.8100 1 .
18.31 11.1700 1 .
18.37 10.9300 1 .
18.40 6.2000 1 .
47
18.43 10.0900 1 .
18.45 5.9000 1 .
18.51 7.0800 1 .
18.53 9.8700 1 .
18.57 10.9800 1 .
18.59 5.3900 1 .
18.61 6.3400 1 .
18.64 6.8500 1 .
18.69 10.3100 1 .
18.70 9.5500 1 .
18.76 10.5000 1 .
18.77 4.5300 1 .
18.78 9.1600 2 .38184
18.79 10.8000 1 .
18.82 7.4300 1 .
18.86 4.4200 1 .
18.88 9.0100 1 .
18.92 7.4000 1 .
18.93 9.4150 2 1.88798
18.96 11.4000 1 .
18.97 6.4900 1 .
19.02 8.7100 1 .
19.03 4.9200 2 .02828
19.04 9.8500 1 .
19.05 4.5000 1 .
19.09 5.0000 1 .
19.10 7.6300 1 .
19.20 7.4500 1 .
19.27 7.2000 1 .
19.29 7.3300 1 .
19.33 6.5000 1 .
19.52 6.9000 1 .
19.60 8.5000 1 .
19.62 6.6600 1 .
19.76 8.0700 1 .
19.77 6.9100 1 .
19.85 5.5900 1 .
48
19.91 7.5200 1 .
19.92 9.0900 1 .
20.02 6.9500 1 .
20.05 5.2600 1 .
20.13 6.7400 2 .65054
20.20 5.6000 1 .
20.27 6.7800 1 .
20.41 6.7200 1 .
20.57 6.6500 1 .
20.63 6.1600 1 .
22.39 9.1700 1 .
22.61 10.2800 1 .
22.83 11.4200 1 .
22.88 6.2000 1 .
22.97 .7300 1 .
23.02 8.4900 1 .
23.04 5.8100 1 .
23.28 6.7900 1 .
23.57 8.3000 1 .
23.90 9.1100 1 .
24.31 12.0100 1 .
24.58 9.3100 1 .
28.08 3.9300 1 .
28.36 5.0000 1 .
28.49 5.8300 1 .
28.61 5.0400 1 .
28.72 5.2200 1 .
28.88 5.6700 1 .
28.91 6.9800 1 .
29.03 6.1700 1 .
29.27 7.5600 1 .
29.28 8.3500 1 .
29.44 4.4600 1 .
29.51 4.3200 1 .
Total 7.8668 132 2.37294
49
ANOVA Table Sum of
Squares df
Mean
Square F Sig.
strukturmodal
* size
Between Groups
(Combined) 704.017 120 5.867 1.919 .114
Linearity 67.609 1 67.609 22.118 .001
Deviation from Linearity
636.408 119 5.348 1.750 .151
Within Groups 33.623 11 3.057
Total 737.640 131
Measures of Association
R R Squared Eta Eta Squared
strukturmodal * size -.303 .092 .977 .954
strukturmodal * assetgrowth
Report strukturmodal
assetgrowth Mean N Std. Deviation
-1.00 7.0900 1 .
-.89 9.6400 1 .
-.40 9.4300 1 .
-.09 6.2000 1 .
-.05 .7300 1 .
-.04 4.5000 1 .
-.01 8.7100 1 .
.00 8.6467 3 .35501
.01 15.1800 1 .
.02 7.1686 7 2.29604
.03 7.9800 2 1.20208
50
.04 10.7200 1 .
.05 8.1167 3 1.48827
.06 5.5000 4 .62161
.07 7.7033 6 1.49499
.08 7.1580 5 3.54244
.09 5.4600 2 1.47078
.10 9.0700 3 1.70079
.11 6.6500 5 .97494
.12 10.2250 4 3.78670
.13 7.2600 2 2.02233
.15 6.7833 3 .06506
.16 7.3050 6 .88861
.17 7.5140 5 2.47694
.18 6.4520 5 1.34530
.19 8.9700 3 2.12939
.20 7.1300 4 3.20028
.21 8.5700 3 1.67144
.22 6.9400 4 3.50403
.23 7.8925 4 1.43623
.24 10.2800 1 .
.25 10.0100 3 1.34547
.26 9.5200 3 2.28808
.27 6.1733 3 1.66965
.28 6.7900 1 .
.29 6.1100 1 .
.30 9.2300 6 2.26083
.31 9.9250 2 .86974
.32 6.7150 4 1.55573
.33 8.9550 2 .92631
.34 7.4700 1 .
.35 7.3100 1 .
.36 9.1700 1 .
.37 10.0900 1 .
.40 9.1100 1 .
.44 8.3500 1 .
.47 7.0800 1 .
.50 13.1700 1 .
51
.51 12.0100 1 .
.53 6.9800 1 .
.55 7.1900 1 .
.57 9.7500 1 .
1.00 4.0700 1 .
9.00 12.4600 1 .
Total 7.8668 132 2.37294
ANOVA Table Sum of Squares df
Mean
Square F Sig.
strukturmodal * assetgrowth
Between Groups (Combined) 400.256 53 7.552 1.746 .012
Linearity 23.118 1 23.118 5.345 .023
Deviation from Linearity
377.138 52 7.253 1.677 .019
Within Groups 337.385 78 4.325
Total 737.640 131
Measures of Association
R R Squared Eta Eta Squared
strukturmodal * assetgrowth .177 .031 .737 .543
strukturmodal * roa
Report Strukturmodal
roa Mean N Std. Deviation
-1.64 10.7200 1 .
-.93 9.6400 1 .
-.82 6.6500 1 .
-.77 11.4000 1 .
.09 9.4100 1 .
.10 6.1100 1 .
.11 5.9600 1 .
.24 7.3300 1 .
.30 8.8300 1 .
52
.33 8.0800 1 .
.51 12.4600 1 .
.65 4.4600 1 .
.66 9.6100 1 .
.68 8.8900 1 .
.72 15.6200 1 .
.74 7.0900 1 .
.76 15.1800 1 .
.79 7.6400 1 .
.80 8.3500 1 .
.84 6.7100 1 .
.99 6.3400 1 .
1.01 9.0100 1 .
1.02 8.4500 1 .
1.10 10.5400 1 .
1.12 5.9900 1 .
1.14 8.3733 3 2.97366
1.19 8.6900 1 .
1.20 4.5000 1 .
1.22 10.8200 1 .
1.31 9.8100 1 .
1.32 6.7550 2 1.20915
1.33 6.4200 2 2.96985
1.39 7.1300 1 .
1.40 5.0000 1 .
1.44 7.2000 1 .
1.49 8.4800 1 .
1.50 7.6000 1 .
1.52 5.0400 1 .
1.53 7.8200 2 .36770
1.57 7.8400 1 .
1.58 6.2000 1 .
1.59 6.8800 1 .
1.61 4.6000 1 .
1.64 10.9800 1 .
1.68 4.9400 1 .
1.74 10.5000 1 .
53
1.76 7.4700 1 .
1.78 8.3500 1 .
1.79 6.9600 2 .66468
1.81 7.4000 1 .
1.85 9.0400 1 .
1.91 6.8500 1 .
1.92 9.8500 1 .
1.94 4.8350 2 2.55266
1.95 8.5500 1 .
1.96 10.2800 1 .
2.02 8.7400 1 .
2.03 7.3100 1 .
2.04 8.7100 1 .
2.05 6.6800 2 .72125
2.07 11.7000 1 .
2.10 4.9200 1 .
2.11 5.2200 1 .
2.23 9.0200 1 .
2.30 6.1600 1 .
2.41 9.4100 1 .
2.46 9.5500 1 .
2.47 5.6700 1 .
2.50 6.8567 3 2.15723
2.53 9.7400 1 .
2.60 5.6600 4 .95019
2.61 10.7500 1 .
2.65 10.0900 1 .
2.68 6.7800 1 .
2.70 4.4200 1 .
2.72 6.7200 1 .
2.75 9.4300 1 .
2.76 7.4500 1 .
2.78 10.2100 2 4.18607
2.79 5.3900 1 .
2.81 4.0700 1 .
2.85 8.0800 1 .
2.90 7.6240 5 1.49863
54
2.93 6.7700 2 4.01637
3.00 9.7500 1 .
3.11 9.0900 1 .
3.14 7.8500 2 2.85671
3.15 8.7600 2 .77782
3.18 7.6300 1 .
3.36 11.1100 2 .43841
3.40 6.5033 3 .60343
3.49 8.4900 1 .
3.50 4.9400 3 3.92557
3.55 8.3000 1 .
3.57 12.0100 1 .
3.60 7.5200 1 .
3.66 8.4267 3 3.14125
3.80 7.5820 5 1.75857
3.90 6.2800 1 .
5.14 13.2400 1 .
Total 7.8668 132 2.37294
ANOVA Table Sum of Squares df
Mean
Square F Sig.
strukturmodal * roa Between Groups (Combined) 574.794 99 5.806 1.141 .344
Linearity 5.240 1 5.240 1.030 .318
Deviation from Linearity
569.555 98 5.812 1.142 .343
Within Groups 162.846 32 5.089
Total 737.640 131
Measures of Association
R R Squared Eta Eta Squared
strukturmodal * roa -.084 .007 .883 .779
55
strukturmodal * tangibility
Report strukturmodal
tangibility Mean N Std. Deviation
.00 8.1871 14 2.93446
.01 7.8262 47 2.39344
.02 7.9900 37 2.22917
.03 8.4822 18 2.46016
.04 7.0917 6 1.87532
.05 7.9625 4 1.90806
.06 6.7900 1 .
.10 4.9200 1 .
.11 4.3200 1 .
.27 7.2500 1 .
.42 5.0400 1 .
.50 4.9400 1 .
Total 7.8668 132 2.37294
ANOVA Table Sum of
Squares df
Mean
Square F Sig.
strukturmodal
* tangibility
Between Groups (Combined) 51.895 11 4.718 .826 .615
Linearity 23.121 1 23.121 4.046 .047
Deviation from Linearity
28.774 10 2.877 .504 .885
Within Groups 685.745 120 5.715
Total 737.640 131
Measures of Association
R R Squared Eta Eta Squared
strukturmodal * tangibility -.177 .031 .265 .070
56
Regression
Notes
Output Created 28-Jul-2017 13:45:09
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA COLLIN TOL
/CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility
/SAVE RESID.
Resources Processor Time 00 00:00:00.031
Elapsed Time 00 00:00:00.042
Memory Required 2308 bytes
Additional Memory Required for
Residual Plots 0 bytes
Variables Created or Modified RES_1 Unstandardized Residual
[DataSet0]
Variables Entered/Removedb
57
Model Variables Entered
Variables
Removed Method 1 tangibility, roa,
assetgrowth, size
. Enter
a. All requested variables entered.
b. Dependent Variable: strukturmodal
Model Summaryb
Model R R Square Adjusted R Square
Std. Error of the Estimate
1 .377a .142 .115 2.23268
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 104.564 4 26.141 5.244 .001a
Residual 633.077 127 4.985
Total 737.640 131
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
Collinearity Statistics
B
Std.
Error Beta Tolerance VIF
1 (Constant) 11.722 1.11 5
10.508 .000
size -.196 .059 -.288 -3.336 .001 .905 1.105
assetgrowth .522 .245 .175 2.127 .035 .997 1.003
roa .005 .176 .002 .029 .977 .919 1.088
tangibility -5.248 3.25 6
-.134 -1.612 .109 .981 1.019
58
a. Dependent Variable: strukturmodal
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition Index
Variance Proportions
(Constant) size assetgrowth roa tangibility
1 1 3.164 1.000 .00 .00 .01 .02 .02
2 .929 1.846 .00 .00 .82 .00 .14
3 .739 2.068 .00 .00 .15 .02 .81
4 .153 4.548 .04 .03 .01 .94 .02
5 .015 14.536 .96 .97 .00 .02 .01
a. Dependent Variable: strukturmodal
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 4.0810 12.8818 7.8668 .89342 132
Residual -6.48673 7.16733 .00000 2.19833 132
Std. Predicted Value -4.237 5.613 .000 1.000 132
Std. Residual -2.905 3.210 .000 .985 132
a. Dependent Variable: strukturmodal
NPar Tests - uji normalitas galat
Notes
Output Created 28-Jul-2017 13:46:21
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
59
Cases Used Statistics for each test are based on all cases with valid data for the variable(s) used in that test.
Syntax NPAR TESTS
/K-S(NORMAL)=RES_1 /MISSING ANALYSIS.
Resources Processor Time 00 00:00:00.032
Elapsed Time 00 00:00:00.135
Number of Cases Alloweda 196608
a. Based on availability of workspace memory.
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 132
Normal Parametersa,b Mean .0000000
Std. Deviation 2.19832817
Most Extreme Differences Absolute .063
Positive .063
Negative -.049
Kolmogorov-Smirnov Z .720
Asymp. Sig. (2-tailed) .678
a. Test distribution is Normal.
b. Calculated from data.
Uji Heteroskedastisitas
Notes
Output Created 28-Jul-2017 13:57:24
Comments
Input Active Dataset DataSet0
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
60
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA COLLIN TOL
/CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT RES2
/METHOD=ENTER size assetgrowth roa tangibility.
Resources Processor Time 00 00:00:00.063
Elapsed Time 00 00:00:00.060
Memory Required 2332 bytes
Additional Memory Required for
Residual Plots 0 bytes
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 tangibility, roa, assetgrowth, size
. Enter
a. All requested variables entered.
b. Dependent Variable: RES2
Model Summary
Model R R Square
Adjusted R Square
Std. Error of the Estimate
1 .168a .028 -.002 1.38459
a. Predictors: (Constant), tangibility, roa, assetgrowth, size
ANOVAb
61
Model
Sum of
Squares df
M e a n S q u a r
e F Sig.
1 Regression 7.081 4 1
. 7 7 0
.923 .453a
Residual 243.472 127 1
. 9 1 7
Total 250.553 131
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: RES2
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
Collinearity Statistics
B Std. Error Beta Tolerance VIF
1 (Constant) 2.408 .692 3.480 .001
size -.036 .036 -.092 -1.001 .319 .905 1.105
assetgrowth -.096 .152 -.055 -.633 .528 .997 1.003
roa .052 .109 .044 .480 .632 .919 1.088
tangibility -2.751 2.019 -.120 -1.363 .175 .981 1.019
a. Dependent Variable: RES2
62
63
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition Index
Variance Proportions
(Constant) size assetgrowth roa tangibility
1 1 3.164 1.000 .00 .00 .01 .02 .02
2 .929 1.846 .00 .00 .82 .00 .14
3 .739 2.068 .00 .00 .15 .02 .81
4 .153 4.548 .04 .03 .01 .94 .02
5 .015 14.536 .96 .97 .00 .02 .01
a. Dependent Variable: RES2
Regression
Notes
Output Created 08-Aug-2017 11:32:39
Comments
Input Data D:\penelitian_struktur_modal_2017_SriZ\da
ta spss bu sri_2017.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 132
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN
/DEPENDENT strukturmodal
/METHOD=ENTER size assetgrowth roa tangibility
/RESIDUALS DURBIN.
64
Resources Processor Time 00 00:00:00.125
Elapsed Time 00 00:00:00.172
Memory Required 2348 bytes
Additional Memory Required for
Residual Plots 0 bytes
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method 1 tangibility, roa,
assetgrowth, size
. Enter
a. All requested variables entered.
b. Dependent Variable: strukturmodal
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 .377a .142 .115 2.23268 .847
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 104.564 4 26.141 5.244 .001a
Residual 633.077 127 4.985
Total 737.640 131
a. Predictors: (Constant), tangibility, roa, assetgrowth, size b. Dependent Variable: strukturmodal