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Lampiran 1: Rancangan Kuesioner Kuesioner
Students Perception of Accountant Major 1. Jenis Kelamin Laki-laki Perempuan 2. Umur 15 16 17 18 3. Kelas 10 11 12 4. Jurusan IPA IPS 5. Domisili Sekolah Kupang Makassar Sidoarjo Surabaya 6. Jenis Sekolah SMA Swasta SMA Negeri SMK Swasta SMK Negeri
7. Apakah setelah selesai menempuh sekolah menengah, kamu akan melanjutkan studi ke perguruan tinggi?
Yes No Maybe
8. Jika memilih tidak atau mungkin, apakah karena alasan berikut ini : Saya telah memilih yes dipertanyaan sebelumnya
Saya memilih tidak, karena setelah lulus sekolah menengah saya pasti akan mencari pekerjaan
Saya memilih mungkin, karena saya masih memiliki keinginan berkuliah namun saya harus bekerja untuk membiayai kuliah saya
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Skala jawaban: 1. Sangat tidak setuju; 2. Tidak setuju; 3. Netral; 4. Setuju; 5. Sangat setuju
No Pertanyaan 1 2 3 4 5
A1 Memilih jurusan akuntansi tampaknya bagus bagi saya
A2 Akan sangat bijak bagi saya bila saya memilih jurusan akuntansi
G1 Saya suka akuntansi
G2 Menurut saya akuntansi itu menarik
G3 Saya memiliki ketertarikan terhadap hal yang berbau akuntansi
J1 Jika saya memilih jurusan akuntansi, akan selalu ada permintaan perusahaan yang
banyak terhadap orang-orang seperti saya
J2 Jika saya memilih jurusan akuntansi, keamanan pekerjaan saya akan tinggi ( pasti
mendapatkan pekerjaan )
M1 Perusahaan banyak mencari seorang akuntan profesional M2 Kalau saya memilih jurusan akuntansi, saya akan memiliki
karir yang terpandang
M3 Dunia bisnis memperlakukan akuntan dengans sangat terpandang
R1 Keluarga saya ingin saya memilih jurusan akuntansi R4 Guru BK menyarankan saya memilih jurusan akuntansi R5 Guru saya berpendapat bahwa seharusnya saya memilih
jurusan akuntansi
SE1 Kursus yang saya ambil sejauh ini akan cukup mempersiapkan saya untuk
menangani tugas di jurusan ini
SE2 Kemampuan kuantitatif saya yang kuat akan membantu saya bekerja dengan baik di
jurusan ini
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I2 Kemungkinan besar saya akan menagmbil jurusan akuntansi A1 Memilih jurusan akuntansi sepertinya ide yang bagus bagi
saya
A2 Akan sangat bijak bagi saya bila saya memilih jruusan akuntansi
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Lampiran 2: Hasil Pengolahan Data ******************************** * General SEM analysis results * ********************************
General project information ---
Version of WarpPLS used: 5.0
License holder: Trial license (3 months) Type of license: Trial license (3 months) License start date: 22-Oct-2018
License end date: 20-Jan-2019
Project path (directory): D:\Semester 8\Publikasi Jurnal\Data Excel\ Project file: OLAH DATA
Last changed: 22-Oct-2018 00:16:23 Last saved: Never (needs to be saved)
Raw data path (directory): D:\Semester 8\Publikasi Jurnal\Data Excel\ Raw data file: kuesioner yg di bagi (Responses).xlsx
Model fit and quality indices ---
Average path coefficient (APC)=0.206, P<0.001 Average R-squared (ARS)=0.823, P<0.001
Average adjusted R-squared (AARS)=0.820, P<0.001
Average block VIF (AVIF)=3.101, acceptable if <= 5, ideally <= 3.3
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Tenenhaus GoF (GoF)=0.850, small >= 0.1, medium >= 0.25, large >= 0.36 Sympson's paradox ratio (SPR)=1.000, acceptable if >= 0.7, ideally = 1 R-squared contribution ratio (RSCR)=1.000, acceptable if >= 0.9, ideally = 1 Statistical suppression ratio (SSR)=1.000, acceptable if >= 0.7
Nonlinear bivariate causality direction ratio (NLBCDR)=1.000, acceptable if >= 0.7
General model elements ---
Missing data imputation algorithm: Arithmetic Mean Imputation Outer model analysis algorithm: PLS Regression
Default inner model analysis algorithm: Warp3 Multiple inner model analysis algorithms used? No Resampling method used in the analysis: Stable3 Number of data resamples used: 100
Number of cases (rows) in model data: 361 Number of latent variables in model: 6 Number of indicators used in model: 19 Number of iterations to obtain estimates: 6 Range restriction variable type: None Range restriction variable: None
Range restriction variable min value: 0.000 Range restriction variable max value: 0.000 Only ranked data used in analysis? No
********************************** * Path coefficients and P values *
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**********************************
Path coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.229 0.284 0.253 0.156 0.110 SELF FAMILY ADVISOR TEACHER P values ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC <0.001 <0.001 <0.001 0.001 0.017 SELF FAMILY ADVISOR TEACHER ***************************************** * Standard errors for path coefficients *
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ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.051 0.051 0.051 0.051 0.052 SELF FAMILY ADVISOR TEACHER ************************************** * Effect sizes for path coefficients *
**************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.190 0.230 0.205 0.113 0.084 SELF FAMILY ADVISOR TEACHER **************************************** * Combined loadings and cross-loadings *
****************************************
ATT ITC SELF FAMILY ADVISOR TEACHER Type
(a SE P value
APT 0.810 0.670 0.172 0.126 -0.087 0.180 Reflect 0.047 <0.001 DOC 0.591 -1.107 -0.155 0.287 -0.213 0.313 Reflect 0.048 <0.001
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DIM 0.549 -1.088 -0.091 0.006 -0.176 0.371 Reflect 0.049 <0.001 GIA 0.812 0.679 0.324 -0.059 -0.141 0.153 Reflect 0.047 <0.001 JA 0.859 0.186 -0.198 0.166 0.227 -0.349 Reflect 0.047 <0.001 JS 0.811 0.262 0.099 -0.152 0.162 -0.158 Reflect 0.047 <0.001 JSC 0.868 0.155 -0.235 0.128 0.221 -0.240 Reflect 0.046 <0.001 PI 0.655 -0.782 -0.040 0.130 0.283 -0.242 Reflect 0.048 <0.001 SI 0.894 0.088 0.012 -0.161 -0.043 -0.069 Reflect 0.046 <0.001 WL 0.837 0.100 0.057 -0.357 -0.308 0.237 Reflect 0.047 <0.001 I1 -0.087 0.955 0.073 -0.032 -0.002 0.006 Reflect 0.046 <0.001 I2 -0.011 0.942 -0.133 0.074 0.083 -0.110 Reflect 0.046 <0.001 I3 0.050 0.899 0.064 -0.169 -0.147 0.209 Reflect 0.046 <0.001 I4 0.052 0.938 -0.002 0.120 0.060 -0.095 Reflect 0.046 <0.001 PBCE1 0.150 0.417 0.893 -0.013 -0.073 0.084 Reflect 0.046 <0.001 PBCE2 -0.150 -0.417 0.893 0.013 0.073 -0.084 Reflect 0.046 <0.001 SN1 0.000 0.000 0.000 1.000 0.000 -0.000 Reflect 0.046 <0.001 SN4 0.000 0.000 0.000 -0.000 1.000 0.000 Reflect 0.046 <0.001 SN5 -0.000 -0.000 0.000 -0.000 0.000 1.000 Reflect 0.046 <0.001
Notes: Loadings are unrotated and cross-loadings are oblique-rotated. SEs and P values are for loadings. P values < 0.05 are desirable for reflective indicators.
*************************************************** * Normalized combined loadings and cross-loadings *
***************************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
APT 0.410 0.914 0.235 0.172 -0.119 0.246 DOC 0.648 -0.606 -0.085 0.157 -0.117 0.171 DIM 0.686 -0.597 -0.050 0.003 -0.097 0.203
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GIA 0.425 0.867 0.414 -0.075 -0.180 0.196 JA 0.517 0.191 -0.203 0.170 0.233 -0.357 JS 0.507 0.359 0.135 -0.209 0.222 -0.216 JSC 0.512 0.161 -0.245 0.134 0.230 -0.251 PI 0.615 -0.516 -0.026 0.086 0.187 -0.160 SI 0.542 0.086 0.012 -0.157 -0.042 -0.067 WL 0.550 0.087 0.050 -0.311 -0.268 0.206 I1 -0.087 0.500 0.073 -0.032 -0.002 0.006 I2 -0.011 0.501 -0.127 0.071 0.079 -0.105 I3 0.053 0.490 0.068 -0.177 -0.154 0.219 I4 0.062 0.492 -0.003 0.143 0.071 -0.114 PBCE1 0.253 0.705 0.483 -0.022 -0.124 0.143 PBCE2 -0.101 -0.282 0.585 0.009 0.049 -0.057 SN1 0.000 0.000 0.000 1.000 0.000 -0.000 SN4 0.000 0.000 0.000 -0.000 1.000 0.000 SN5 -0.000 -0.000 0.000 -0.000 0.000 1.000
Note: Loadings are unrotated and cross-loadings are oblique-rotated, both after separate Kaiser normalizations.
*************************************** * Pattern loadings and cross-loadings *
***************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
APT -0.051 0.670 0.172 0.126 -0.087 0.180 DOC 1.364 -1.107 -0.155 0.287 -0.213 0.313 DIM 1.401 -1.088 -0.091 0.006 -0.176 0.371 GIA 0.014 0.679 0.324 -0.059 -0.141 0.153
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JA 0.825 0.186 -0.198 0.166 0.227 -0.349 JS 0.617 0.262 0.099 -0.152 0.162 -0.158 JSC 0.847 0.155 -0.235 0.128 0.221 -0.240 PI 1.235 -0.782 -0.040 0.130 0.283 -0.242 SI 1.005 0.088 0.012 -0.161 -0.043 -0.069 WL 1.015 0.100 0.057 -0.357 -0.308 0.237 I1 -0.087 0.988 0.073 -0.032 -0.002 0.006 I2 -0.011 1.024 -0.133 0.074 0.083 -0.110 I3 0.050 0.899 0.064 -0.169 -0.147 0.209 I4 0.052 0.822 -0.002 0.120 0.060 -0.095 PBCE1 0.150 0.417 0.376 -0.013 -0.073 0.084 PBCE2 -0.150 -0.417 1.410 0.013 0.073 -0.084 SN1 0.000 0.000 0.000 1.000 0.000 -0.000 SN4 0.000 0.000 0.000 -0.000 1.000 0.000 SN5 -0.000 -0.000 0.000 -0.000 0.000 1.000
Note: Loadings and cross-loadings are oblique-rotated.
************************************************** * Normalized pattern loadings and cross-loadings *
**************************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
APT -0.069 0.914 0.235 0.172 -0.119 0.246 DOC 0.747 -0.606 -0.085 0.157 -0.117 0.171 DIM 0.769 -0.597 -0.050 0.003 -0.097 0.203 GIA 0.018 0.867 0.414 -0.075 -0.180 0.196 JA 0.844 0.191 -0.203 0.170 0.233 -0.357
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JS 0.844 0.359 0.135 -0.209 0.222 -0.216 JSC 0.883 0.161 -0.245 0.134 0.230 -0.251 PI 0.815 -0.516 -0.026 0.086 0.187 -0.160 SI 0.981 0.086 0.012 -0.157 -0.042 -0.067 WL 0.883 0.087 0.050 -0.311 -0.268 0.206 I1 -0.087 0.993 0.073 -0.032 -0.002 0.006 I2 -0.011 0.981 -0.127 0.071 0.079 -0.105 I3 0.053 0.943 0.068 -0.177 -0.154 0.219 I4 0.062 0.979 -0.003 0.143 0.071 -0.114 PBCE1 0.253 0.705 0.635 -0.022 -0.124 0.143 PBCE2 -0.101 -0.282 0.951 0.009 0.049 -0.057 SN1 0.000 0.000 0.000 1.000 0.000 -0.000 SN4 0.000 0.000 0.000 -0.000 1.000 0.000 SN5 -0.000 -0.000 0.000 -0.000 0.000 1.000
Note: Loadings and cross-loadings shown are after oblique rotation and Kaiser normalization.
***************************************** * Structure loadings and cross-loadings *
*****************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
APT 0.810 0.921 0.809 0.816 0.694 0.773 DOC 0.591 0.280 0.346 0.340 0.267 0.313 DIM 0.549 0.228 0.310 0.255 0.230 0.271 GIA 0.812 0.896 0.828 0.748 0.640 0.729 JA 0.859 0.700 0.643 0.662 0.598 0.571 JS 0.811 0.679 0.672 0.593 0.556 0.574
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JSC 0.868 0.710 0.647 0.667 0.615 0.606 PI 0.655 0.368 0.410 0.388 0.373 0.337 SI 0.894 0.685 0.691 0.602 0.532 0.573 WL 0.837 0.637 0.654 0.528 0.452 0.545 I1 0.754 0.955 0.779 0.756 0.682 0.719 I2 0.746 0.942 0.729 0.766 0.693 0.699 I3 0.764 0.899 0.747 0.714 0.635 0.713 I4 0.778 0.938 0.757 0.780 0.690 0.703 PBCE1 0.783 0.825 0.893 0.705 0.598 0.688 PBCE2 0.633 0.615 0.893 0.539 0.442 0.516 SN1 0.740 0.808 0.697 1.000 0.672 0.719 SN4 0.656 0.723 0.582 0.672 1.000 0.729 SN5 0.699 0.759 0.674 0.719 0.729 1.000
Note: Loadings and cross-loadings are unrotated.
**************************************************** * Normalized structure loadings and cross-loadings *
****************************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
APT 0.410 0.466 0.409 0.413 0.351 0.391 DOC 0.648 0.307 0.379 0.373 0.292 0.343 DIM 0.686 0.285 0.387 0.318 0.287 0.339 GIA 0.425 0.469 0.434 0.392 0.335 0.382 JA 0.517 0.421 0.387 0.398 0.360 0.344 JS 0.507 0.424 0.420 0.371 0.347 0.359 JSC 0.512 0.420 0.382 0.394 0.363 0.358
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PI 0.615 0.346 0.385 0.364 0.350 0.316 SI 0.542 0.415 0.419 0.365 0.323 0.347 WL 0.550 0.419 0.430 0.347 0.297 0.358 I1 0.395 0.500 0.408 0.397 0.357 0.377 I2 0.397 0.501 0.388 0.407 0.369 0.372 I3 0.416 0.490 0.407 0.389 0.346 0.388 I4 0.408 0.492 0.397 0.409 0.362 0.369 PBCE1 0.424 0.446 0.483 0.381 0.323 0.372 PBCE2 0.415 0.403 0.585 0.353 0.289 0.338 SN1 0.387 0.423 0.364 0.523 0.351 0.376 SN4 0.362 0.400 0.322 0.371 0.553 0.403 SN5 0.370 0.402 0.357 0.381 0.386 0.530
Note: Loadings and cross-loadings shown are unrotated and after Kaiser normalization.
********************* * Indicator weights * *********************
ATT ITC SELF FAMILY ADVISOR TEACHER Type
(a SE P value VIF WLS ES APT 0.134 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.005 5.884 1 0.108 DOC 0.098 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.030 2.263 1 0.058 DIM 0.091 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.041 2.187 1 0.050 GIA 0.134 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.005 5.791 1 0.109
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JA 0.142 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.003 4.698 1 0.122 JS 0.134 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.005 2.761 1 0.109 JSC 0.144 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.003 4.852 1 0.125 PI 0.108 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.019 1.808 1 0.071 SI 0.148 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.002 4.218 1 0.132 WL 0.138 0.000 0.000 0.000 0.000 0.000 Reflect 0.052 0.004 2.964 1 0.116 I1 0.000 0.274 0.000 0.000 0.000 0.000 Reflect 0.051 <0.001 6.437 1 0.261 I2 0.000 0.270 0.000 0.000 0.000 0.000 Reflect 0.051 <0.001 5.464 1 0.255 I3 0.000 0.258 0.000 0.000 0.000 0.000 Reflect 0.051 <0.001 3.189 1 0.232 I4 0.000 0.269 0.000 0.000 0.000 0.000 Reflect 0.051 <0.001 4.892 1 0.252 PBCE1 0.000 0.000 0.560 0.000 0.000 0.000 Reflect 0.049 <0.001 1.546 1 0.500 PBCE2 0.000 0.000 0.560 0.000 0.000 0.000 Reflect 0.049 <0.001 1.546 1 0.500 SN1 0.000 0.000 0.000 1.000 0.000 0.000 Reflect 0.046 <0.001 0.000 1 1.000 SN4 0.000 0.000 0.000 0.000 1.000 0.000 Reflect 0.046 <0.001 0.000 1 1.000 SN5 0.000 0.000 0.000 0.000 0.000 1.000 Reflect 0.046 <0.001 0.000 1 1.000
Notes: P values < 0.05 and VIFs < 2.5 are desirable for formative indicators; VIF = indicator variance inflation factor;
WLS = indicator weight-loading sign (-1 = Simpson's paradox in l.v.); ES = indicator effect size.
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******************************** * Latent variable coefficients *
********************************
R-squared coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER
0.823
Adjusted R-squared coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER
0.820
Composite reliability coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER 0.937 0.965 0.887 1.000 1.000 1.000
Cronbach's alpha coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER 0.924 0.951 0.745 1.000 1.000 1.000
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Average variances extracted ---
ATT ITC SELF FAMILY ADVISOR TEACHER 0.604 0.872 0.797 1.000 1.000 1.000
Full collinearity VIFs ---
ATT ITC SELF FAMILY ADVISOR TEACHER 3.780 5.432 3.477 3.273 2.583 3.027
Q-squared coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER
0.824
Minimum and maximum values ---
ATT ITC SELF FAMILY ADVISOR TEACHER -2.953 -1.594 -2.187 -1.352 -1.192 -1.344
2.236 1.687 1.697 1.597 1.898 1.746
Medians (top) and modes (bottom) ---
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ATT ITC SELF FAMILY ADVISOR TEACHER -0.006 0.046 0.234 0.123 0.353 0.201
-0.358 0.046 -0.245 0.123 -1.192 0.201
Skewness (top) and exc. kurtosis (bottom) coefficients ---
ATT ITC SELF FAMILY ADVISOR TEACHER -0.334 -0.017 -0.332 0.055 0.355 0.184
0.357 -1.072 -0.327 -1.176 -0.950 -0.999
Tests of unimodality: Rohatgi-Székely (top) and Klaassen-Mokveld-van Es (bottom)
---
ATT ITC SELF FAMILY ADVISOR TEACHER Yes Yes Yes Yes Yes Yes
Yes Yes Yes Yes Yes Yes
Tests of normality: Jarque–Bera (top) and robust Jarque–Bera (bottom) ---
ATT ITC SELF FAMILY ADVISOR TEACHER
No No No No No No
No No No No No No
*************************************************** * Ccorrelations among latent variables and errors *
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Correlations among l.vs. with sq. rts. of AVEs ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT 0.777 0.814 0.793 0.740 0.656 0.699 ITC 0.814 0.934 0.806 0.808 0.723 0.759 SELF 0.793 0.806 0.893 0.697 0.582 0.674 FAMILY 0.740 0.808 0.697 1.000 0.672 0.719 ADVISOR 0.656 0.723 0.582 0.672 1.000 0.729 TEACHER 0.699 0.759 0.674 0.719 0.729 1.000
Note: Square roots of average variances extracted (AVEs) shown on diagonal.
P values for correlations ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT 1.000 <0.001 <0.001 <0.001 <0.001 <0.001 ITC <0.001 1.000 <0.001 <0.001 <0.001 <0.001 SELF <0.001 <0.001 1.000 <0.001 <0.001 <0.001 FAMILY <0.001 <0.001 <0.001 1.000 <0.001 <0.001 ADVISOR <0.001 <0.001 <0.001 <0.001 1.000 <0.001 TEACHER <0.001 <0.001 <0.001 <0.001 <0.001 1.000
Correlations among l.v. error terms with VIFs ---
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There is nothing to show here, likely due to at least one of the following reasons: - There is only one endogenous latent variable in the model.
- No links among latent variables have been defined.
************************************ * Block variance inflation factors *
************************************
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 3.916 3.125 2.950 2.472 3.044 SELF FAMILY ADVISOR TEACHER
Note: These VIFs are for the latent variables on each column (predictors), with reference to the latent variables on each row (criteria).
****************************** * Indirect and total effects *
******************************
Total effects
---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT
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SELF FAMILY ADVISOR TEACHER
Number of paths for total effects ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 1 1 1 1 1 SELF FAMILY ADVISOR TEACHER
P values for total effects ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC <0.001 <0.001 <0.001 0.001 0.017 SELF FAMILY ADVISOR TEACHER
Standard errors for total effects ---
ATT ITC SELF FAMILY ADVISOR TEACHER
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ITC 0.051 0.051 0.051 0.051 0.052 SELF
FAMILY ADVISOR TEACHER
Effect sizes for total effects ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.190 0.230 0.205 0.113 0.084 SELF FAMILY ADVISOR TEACHER ************************************* * Causality assessment coefficients *
*************************************
Path-correlation signs ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT
ITC 1 1 1 1 1
SELF
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ADVISOR
TEACHER
Notes: path-correlation signs; negative sign (i.e., -1) = Simpson's paradox.
R-squared contributions ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.190 0.230 0.205 0.113 0.084 SELF FAMILY ADVISOR TEACHER
Notes: R-squared contributions of predictor lat. vars.; columns = predictor lat. vars.; rows = criteria lat. vars.; negative sign = reduction in R-squared.
Path-correlation ratios ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.275 0.349 0.313 0.214 0.143 SELF FAMILY ADVISOR TEACHER
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Notes: absolute path-correlation ratios; ratio > 1 indicates statistical suppression; 1 < ratio <= 1.3: weak suppression; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong.
Path-correlation differences ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.603 0.528 0.555 0.572 0.656 SELF FAMILY ADVISOR TEACHER
Note: absolute path-correlation differences.
P values for path-correlation differences ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC <0.001 <0.001 <0.001 <0.001 <0.001 SELF FAMILY ADVISOR TEACHER
Note: P values for absolute path-correlation differences.
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---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.992 0.995 1.000 0.999 1.000 SELF FAMILY ADVISOR TEACHER
Notes: Warp2 bivariate causal direction ratios; ratio > 1 supports reversed link; 1 < ratio <= 1.3: weak support; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong.
Warp2 bivariate causal direction differences ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.007 0.004 0.000 0.000 0.000 SELF FAMILY ADVISOR TEACHER
Note: absolute Warp2 bivariate causal direction differences.
P values for Warp2 bivariate causal direction differences ---
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ATT ITC 0.448 0.469 0.498 0.496 0.499 SELF FAMILY ADVISOR TEACHER
Note: P values for absolute Warp2 bivariate causal direction differences.
Warp3 bivariate causal direction ratios ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.983 0.998 1.000 0.996 0.992 SELF FAMILY ADVISOR TEACHER
Notes: Warp3 bivariate causal direction ratios; ratio > 1 supports reversed link; 1 < ratio <= 1.3: weak support; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong.
Warp3 bivariate causal direction differences ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT
ITC 0.014 0.002 0.000 0.003 0.006
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FAMILY
ADVISOR
TEACHER
Note: absolute Warp3 bivariate causal direction differences.
P values for Warp3 bivariate causal direction differences ---
ATT ITC SELF FAMILY ADVISOR TEACHER
ATT ITC 0.392 0.486 0.497 0.480 0.452 SELF FAMILY ADVISOR TEACHER
