Karakteristik Psikometri Subtes Wortauswahl (WA) Pada Intelligenz Struktur Test (IST)
LAMPIRAN
Universitas Sumatera Utara
LAMPIRAN I
DATA PENELITIAN
Universitas Sumatera Utara
LAMPIRAN II
LAMPIRAN II
ANALISIS PARAMETER AITEM DENGAN PROGRAM ITEMAN
A. Menyimpan Data dalam Bentuk NotePad/Fixed ASCII
1. Notepad
Alur kerja:
1. Klik Start-Programs-Accessories-Notepad
2. Masukan data
3. Save di local disk (C) satu folder dengan program Iteman
2.Fixed ASCII
Fixed ASCII ini penyimpanan data dari lembar kerja SPSS.
Alur kerja:
1. Klik Start-Programs-SPSS
2. Masukan data
3. Save as (di local disk C satu folder dengan program Iteman)-Save as
type (pilih Fixed ASCII), seperti:
Universitas Sumatera Utara
B. Membuat Syntax (Control Tile)
Setelah data tersimpan dalam bentuk notepad atau Fixed ASCII di lokal
disk C (satu folder dengan program Iteman), buka lagi data tersebut, kemudian
masukan syntax (control tile) dengan cara:
1. Baris pertama adalah baris pengontrol yang mendeskripsikan data.
2. Baris kedua adalah daftar kunci jawaban setiap aitem.
3. Baris ketiga adalah daftar jumlah option untuk setiap aitem.
4. Baris keempat adalah daftar aitem yang hendak dianalisis (jika aitem yang
akan dianalisis diberi tanda Y (yes), jika tidak diikutkan dalam analisis diberi
tanda N (no).
5. Baris kelima dan seterusnya adalah data subjek dan pilihan jawaban subjek.
Contoh:
020 o n 08
[Jumlah soal, kode omit, kode tidak dijawab, jumlah karakter]
11111111111111111111
[Kunci jawaban dapat ditulis dengan angka atau huruf]
22222222222222222222
[Jumlah pilihan jawaban]
Universitas Sumatera Utara
yyyyyyyyyyyyyyyyyyyy
[Aitem yang dianalisis ditulis y, jika tidak ditulis n]
S0001 BBDCCECEAACDACCEBEAC
S0002 EEDCCCCCDACDBBCEBDDE
S0003 BBDDCCBDDCCAABCABEBC
S0004 BBEEBACDDADDBBDDDEEC
S0005 BBDNCCCADCEEBCCCDNND
………..dst sampai S2011………………
Nb:
gunakan hurus kecil semua atau kapital semua
Langkah selanjutnya simpan kembali data yang telah dimasukan syntax,
misal: WAder.dat (dalam bentuk notepad)
C. Membuka Lembar Kerja ITEMAN
Alur kerja:
1. Klik Start-Programs-Accessories-Command Prompt, akan muncul lembar
seperti:
Universitas Sumatera Utara
2. Ketik cd .. (enter) – cd .. (enter) – cd iteman (enter) – iteman, maka akan
muncul:
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Beta-Test Version--Univ. of Pittsburgh
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Enter the name of the input file:
3. Kemudian isilah pertanyaan-pertanyaan yang muncul dilembar kerja iteman,
seperti:
Enter the name of the input file: WAder.dat
Enter the name of the output file: outWAder.out
Do you want the scores written to a file? (Y/N) Y
Enter the name of the score file: SkorWAder.sor
**ITEMAN ANALYSIS IS COMPLETE**
Kemudian hasil analisis iteman akan tersimpan secara otomatis pada folder
Iteman di local disk C sesuai dengan nama yang kita berikan sebelumnya.
D. Membaca Hasil Analisis Iteman
Universitas Sumatera Utara
Contoh hasil analisis iteman:
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --1 0-1
0.645
0.587 0.457
A
B
C
D
E
Other
0.117
0.645
0.134
0.034
0.058
0.011
-0.232 -0.142
0.587 0.457 *
-0.472 -0.300
-0.285 -0.119
-0.325 -0.161
-0.390 -0.108
2 0-2
0.905
0.637 0.367
A
B
C
D
E
Other
0.012
0.905
0.038
0.023
0.016
0.005
-0.465 -0.135
0.637 0.367 *
-0.472 -0.204
-0.505 -0.185
-0.494 -0.157
-0.402 -0.085
3 0-3
0.718
0.522 0.392
A
B
C
D
E
Other
0.022
0.134
0.033
0.718
0.078
0.015
-0.217 -0.078
-0.464 -0.294
-0.409 -0.169
0.522 0.392 *
-0.146 -0.079
-0.348 -0.109
A
B
C
D
E
Other
0.021 -0.365 -0.129
0.033 -0.485 -0.200
0.796 0.619 0.435 *
0.054 -0.388 -0.189
0.085 -0.430 -0.240
0.010 -0.414 -0.111
4 0-4
0.796
0.619 0.435
Scale Statistics
---------------Scale:
N of Items
N of Examinees
Mean
Variance
Std. Dev.
Skew
Kurtosis
Minimum
0
20
2011
11.868
10.745
3.278
-0.452
0.109
0.000
Universitas Sumatera Utara
Maximum
Median
Alpha
SEM
Mean P
Mean Item-Tot.
Mean Biserial
20.000
12.000
0.650
1.938
0.593
0.366
0.492
Keterangan:
Prop. Correct
= indeks kesulitan aitem,
Biser dan Point Biser. = korelasi Biserial dan Korelasi Point Biserial
(indeks diskriminasi aitem),
Alt.
= alternative/pilihan jawaban,
Prop. Endorsing
= proporsi Jawaban pada setiap option
Alpha
= koefisien reliabilitas
E. Output Analisis Aitem Subtes RA dengan Iteman
Universitas Sumatera Utara
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 1
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --1 0-1
0.645
0.587 0.457
A
B
C
D
E
Other
0.117
0.645
0.134
0.034
0.058
0.011
-0.232
0.587
-0.472
-0.285
-0.325
-0.390
-0.142
0.457
-0.300
-0.119
-0.161
-0.108
2 0-2
0.905
0.637 0.367
A
B
C
D
E
3 0-3
0.718
0.522 0.392
4 0-4
0.796
0.619 0.435
A 0.021 -0.365 -0.129
B 0.033 -0.485 -0.200
C 0.796 0.619 0.435
D 0.054 -0.388 -0.189
E 0.085 -0.430 -0.240
Other 0.010 -0.414 -0.111
5 0-5
0.807
0.552 0.383
A 0.040 -0.310 -0.137
B 0.015 -0.395 -0.124
C 0.807 0.552 0.383
D 0.100 -0.408 -0.238
0.012 -0.465 -0.135
0.905 0.637 0.367
0.038 -0.472 -0.204
0.023 -0.505 -0.185
0.016 -0.494 -0.157
Other 0.005 -0.402 -0.085
A 0.022 -0.217 -0.078
B 0.134 -0.464 -0.294
C 0.033 -0.409 -0.169
D 0.718 0.522 0.392
E 0.078 -0.146 -0.079
Other 0.015 -0.348 -0.109
Universitas Sumatera Utara
6 0-6
0.778
0.644 0.461
E
0.012 -0.521 -0.149
Other 0.026 -0.356 -0.135
A
B
C
D
E
0.034 -0.285 -0.119
0.016 -0.347 -0.112
0.778 0.644 0.461
0.048 -0.448 -0.209
0.100 -0.521 -0.305
Other 0.023 -0.359 -0.131
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 2
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --7 0-7
0.757
0.535 0.390
A
B
C
D
E
0.019 -0.371 -0.126
0.041 -0.373 -0.165
0.757 0.535 0.390
0.129 -0.378 -0.237
0.046 -0.282 -0.130
Other 0.008 -0.493 -0.121
8 0-8
0.702
0.361 0.273
A
B
C
D
E
0.081 -0.106 -0.058
0.033 -0.325 -0.135
0.016 -0.475 -0.151
0.702 0.361 0.273
0.156 -0.226 -0.149
Other 0.012 -0.371 -0.108
9 0-9
0.421
0.442 0.350
A
B
C
D
E
0.170 -0.367 -0.247
0.257 -0.029 -0.021
0.010 -0.566 -0.154
0.421 0.442 0.350
0.127 -0.176 -0.110
Other 0.015 -0.473 -0.149
Universitas Sumatera Utara
10 0-10
0.776
0.663 0.476
A
B
C
D
E
0.776 0.663 0.476
0.027 -0.403 -0.155
0.153 -0.540 -0.354
0.008 -0.549 -0.135
0.030 -0.362 -0.145
Other 0.006 -0.533 -0.117
11 0-11
0.428
0.525 0.417
A
B
C
D
E
0.091 -0.364 -0.207
0.055 -0.312 -0.152
0.325 -0.164 -0.126
0.075 -0.212 -0.114
0.428 0.525 0.417
Other 0.028 -0.364 -0.142
12 0-12
0.332
0.497 0.383
A
B
C
D
E
0.332 0.497 0.383
0.066 -0.053 -0.027
0.041 -0.196 -0.087
0.391 -0.430 -0.339
0.159 0.093 0.062
Other 0.012 -0.433 -0.124
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 3
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --13 0-13
0.323
0.374 0.287
A
B
C
D
E
0.323 0.374 0.287
0.366 -0.050 -0.039
0.033 -0.184 -0.076
0.097 -0.139 -0.081
0.129 -0.247 -0.155
Other 0.052 -0.244 -0.117
Universitas Sumatera Utara
14 0-14
0.620
0.437 0.343
A
B
C
D
E
0.061 -0.033 -0.016
0.620 0.437 0.343
0.225 -0.185 -0.133
0.009 -0.644 -0.165
0.075 -0.507 -0.272
Other 0.010 -0.714 -0.194
15 0-15
0.476
0.383 0.306
A
B
C
D
E
0.045 -0.241 -0.110
0.019 -0.228 -0.078
0.476 0.383 0.306
0.294 -0.105 -0.080
0.140 -0.247 -0.158
Other 0.025 -0.470 -0.177
16 0-16
0.339
0.526 0.407
A
B
C
D
E
0.339 0.526 0.407
0.019 -0.340 -0.116
0.123 -0.151 -0.094
0.159 -0.081 -0.054
0.326 -0.263 -0.202
Other 0.033 -0.426 -0.176
17 0-17
0.577
0.329 0.261
A
B
C
D
E
0.029 -0.028 -0.011
0.247 -0.074 -0.054
0.037 -0.384 -0.165
0.577 0.329 0.261
0.067 -0.200 -0.104
Other 0.044 -0.501 -0.227
18 0-18
0.399
0.433 0.342
A
B
C
D
E
0.110 0.022 0.013
0.086 -0.064 -0.036
0.256 -0.243 -0.179
0.069 -0.197 -0.103
0.399 0.433 0.342
Other 0.081 -0.381 -0.210
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 4
Universitas Sumatera Utara
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --19 0-19
0.325
0.430 0.330
A
B
C
D
E
20 0-20
0.745
0.344 0.253
A
B
C
D
E
Other
0.203 -0.140 -0.098
0.325 0.430 0.330
0.105 -0.149 -0.088
0.187 -0.065 -0.045
0.134 -0.080 -0.051
Other 0.045 -0.556 -0.255
0.025
0.085
0.745
0.071
0.018
0.057
0.033
-0.061
0.344
-0.224
-0.293
-0.525
0.012
-0.034
0.253
-0.118
-0.098
-0.258
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 5
There were 2011 examinees in the data file.
Scale Statistics
---------------Scale:
0
------N of Items
20
N of Examinees 2011
Mean
11.868
Variance
10.745
Std. Dev.
3.278
Skew
-0.452
Kurtosis
0.109
Universitas Sumatera Utara
Minimum
0.000
Maximum
20.000
Median
12.000
Alpha
0.650
SEM
1.938
Mean P
0.593
Mean Item-Tot. 0.366
Mean Biserial 0.492
LAMPIRAN III
OUTPUT ANALISIS KORELASI SUBTES RA DENGAN 8 SUBTES
LAINNYA PADA IST DENGAN BANTUAN SPSS VERSI 16
A. Output Validitas Konstrak Subtes WA
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(SE)
1
Sig. (1-tailed)
Zscore(SE)
.552
**
.000
N
2011
2011
Pearson Correlation
.552
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(AN)
1
Sig. (1-tailed)
Zscore(AN)
.676
**
.000
N
2011
2011
Pearson Correlation
.676
**
1
Universitas Sumatera Utara
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(GEE)
1
.494
Sig. (1-tailed)
Zscore(GEE)
**
.000
N
2011
2011
Pearson Correlation
.494
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
Universitas Sumatera Utara
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.379
**
.000
N
2011
2011
Pearson Correlation
.379
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.444
**
.000
N
2011
2011
Pearson Correlation
.444
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ME)
1
.635
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.635
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(AN)
1
.579
Sig. (1-tailed)
Zscore(AN)
**
.000
N
2011
2011
Pearson Correlation
.579
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(GEE)
1
Sig. (1-tailed)
Zscore(GEE)
.524
**
.000
N
2011
2011
Pearson Correlation
.524
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.548
**
.000
N
2011
2011
Pearson Correlation
.548
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.546
**
.000
N
2011
2011
Pearson Correlation
.546
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.379
**
.000
N
2011
2011
Pearson Correlation
.379
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.384
**
.000
N
2011
2011
Pearson Correlation
.384
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.540
**
.000
N
2011
2011
Pearson Correlation
.540
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(GEE)
1
Sig. (1-tailed)
Zscore(GEE)
.509
**
.000
N
2011
2011
Pearson Correlation
.509
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.604
**
.000
N
2011
2011
Pearson Correlation
.604
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.604
**
.000
N
2011
2011
Pearson Correlation
.604
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.410
**
.000
N
2011
2011
Pearson Correlation
.410
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(WU)
1
.434
Sig. (1-tailed)
Zscore(WU)
**
.000
N
2011
2011
Pearson Correlation
.434
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(ME)
1
.597
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.597
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.492
**
.000
N
2011
2011
Pearson Correlation
.492
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.490
**
.000
N
2011
2011
Pearson Correlation
.490
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.348
**
.000
N
2011
2011
Pearson Correlation
.348
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.274
**
.000
N
2011
2011
Pearson Correlation
.274
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(ME)
1
.466
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.466
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.999
**
.000
N
2011
2011
Pearson Correlation
.999
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.437
**
.000
N
2011
2011
Pearson Correlation
.437
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.417
**
.000
N
2011
2011
Pearson Correlation
.417
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Zscore(ME)
Pearson Correlation
1
Sig. (1-tailed)
Zscore(ME)
.519
**
.000
N
2011
2011
Pearson Correlation
.519
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.436
**
.000
N
2011
2011
Pearson Correlation
.436
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.417
**
.000
N
2011
2011
Pearson Correlation
.417
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.518
**
.000
N
2011
2011
Pearson Correlation
.518
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(FA)
Zscore(FA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.390
**
.000
N
2011
2011
Pearson Correlation
.390
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(FA)
Zscore(FA)
Pearson Correlation
Zscore(ME)
1
.335
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.335
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WU)
Zscore(WU)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.456
**
.000
N
2011
2011
Pearson Correlation
.456
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Universitas Sumatera Utara
LAMPIRAN I
DATA PENELITIAN
Universitas Sumatera Utara
LAMPIRAN II
LAMPIRAN II
ANALISIS PARAMETER AITEM DENGAN PROGRAM ITEMAN
A. Menyimpan Data dalam Bentuk NotePad/Fixed ASCII
1. Notepad
Alur kerja:
1. Klik Start-Programs-Accessories-Notepad
2. Masukan data
3. Save di local disk (C) satu folder dengan program Iteman
2.Fixed ASCII
Fixed ASCII ini penyimpanan data dari lembar kerja SPSS.
Alur kerja:
1. Klik Start-Programs-SPSS
2. Masukan data
3. Save as (di local disk C satu folder dengan program Iteman)-Save as
type (pilih Fixed ASCII), seperti:
Universitas Sumatera Utara
B. Membuat Syntax (Control Tile)
Setelah data tersimpan dalam bentuk notepad atau Fixed ASCII di lokal
disk C (satu folder dengan program Iteman), buka lagi data tersebut, kemudian
masukan syntax (control tile) dengan cara:
1. Baris pertama adalah baris pengontrol yang mendeskripsikan data.
2. Baris kedua adalah daftar kunci jawaban setiap aitem.
3. Baris ketiga adalah daftar jumlah option untuk setiap aitem.
4. Baris keempat adalah daftar aitem yang hendak dianalisis (jika aitem yang
akan dianalisis diberi tanda Y (yes), jika tidak diikutkan dalam analisis diberi
tanda N (no).
5. Baris kelima dan seterusnya adalah data subjek dan pilihan jawaban subjek.
Contoh:
020 o n 08
[Jumlah soal, kode omit, kode tidak dijawab, jumlah karakter]
11111111111111111111
[Kunci jawaban dapat ditulis dengan angka atau huruf]
22222222222222222222
[Jumlah pilihan jawaban]
Universitas Sumatera Utara
yyyyyyyyyyyyyyyyyyyy
[Aitem yang dianalisis ditulis y, jika tidak ditulis n]
S0001 BBDCCECEAACDACCEBEAC
S0002 EEDCCCCCDACDBBCEBDDE
S0003 BBDDCCBDDCCAABCABEBC
S0004 BBEEBACDDADDBBDDDEEC
S0005 BBDNCCCADCEEBCCCDNND
………..dst sampai S2011………………
Nb:
gunakan hurus kecil semua atau kapital semua
Langkah selanjutnya simpan kembali data yang telah dimasukan syntax,
misal: WAder.dat (dalam bentuk notepad)
C. Membuka Lembar Kerja ITEMAN
Alur kerja:
1. Klik Start-Programs-Accessories-Command Prompt, akan muncul lembar
seperti:
Universitas Sumatera Utara
2. Ketik cd .. (enter) – cd .. (enter) – cd iteman (enter) – iteman, maka akan
muncul:
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Beta-Test Version--Univ. of Pittsburgh
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Enter the name of the input file:
3. Kemudian isilah pertanyaan-pertanyaan yang muncul dilembar kerja iteman,
seperti:
Enter the name of the input file: WAder.dat
Enter the name of the output file: outWAder.out
Do you want the scores written to a file? (Y/N) Y
Enter the name of the score file: SkorWAder.sor
**ITEMAN ANALYSIS IS COMPLETE**
Kemudian hasil analisis iteman akan tersimpan secara otomatis pada folder
Iteman di local disk C sesuai dengan nama yang kita berikan sebelumnya.
D. Membaca Hasil Analisis Iteman
Universitas Sumatera Utara
Contoh hasil analisis iteman:
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --1 0-1
0.645
0.587 0.457
A
B
C
D
E
Other
0.117
0.645
0.134
0.034
0.058
0.011
-0.232 -0.142
0.587 0.457 *
-0.472 -0.300
-0.285 -0.119
-0.325 -0.161
-0.390 -0.108
2 0-2
0.905
0.637 0.367
A
B
C
D
E
Other
0.012
0.905
0.038
0.023
0.016
0.005
-0.465 -0.135
0.637 0.367 *
-0.472 -0.204
-0.505 -0.185
-0.494 -0.157
-0.402 -0.085
3 0-3
0.718
0.522 0.392
A
B
C
D
E
Other
0.022
0.134
0.033
0.718
0.078
0.015
-0.217 -0.078
-0.464 -0.294
-0.409 -0.169
0.522 0.392 *
-0.146 -0.079
-0.348 -0.109
A
B
C
D
E
Other
0.021 -0.365 -0.129
0.033 -0.485 -0.200
0.796 0.619 0.435 *
0.054 -0.388 -0.189
0.085 -0.430 -0.240
0.010 -0.414 -0.111
4 0-4
0.796
0.619 0.435
Scale Statistics
---------------Scale:
N of Items
N of Examinees
Mean
Variance
Std. Dev.
Skew
Kurtosis
Minimum
0
20
2011
11.868
10.745
3.278
-0.452
0.109
0.000
Universitas Sumatera Utara
Maximum
Median
Alpha
SEM
Mean P
Mean Item-Tot.
Mean Biserial
20.000
12.000
0.650
1.938
0.593
0.366
0.492
Keterangan:
Prop. Correct
= indeks kesulitan aitem,
Biser dan Point Biser. = korelasi Biserial dan Korelasi Point Biserial
(indeks diskriminasi aitem),
Alt.
= alternative/pilihan jawaban,
Prop. Endorsing
= proporsi Jawaban pada setiap option
Alpha
= koefisien reliabilitas
E. Output Analisis Aitem Subtes RA dengan Iteman
Universitas Sumatera Utara
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 1
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --1 0-1
0.645
0.587 0.457
A
B
C
D
E
Other
0.117
0.645
0.134
0.034
0.058
0.011
-0.232
0.587
-0.472
-0.285
-0.325
-0.390
-0.142
0.457
-0.300
-0.119
-0.161
-0.108
2 0-2
0.905
0.637 0.367
A
B
C
D
E
3 0-3
0.718
0.522 0.392
4 0-4
0.796
0.619 0.435
A 0.021 -0.365 -0.129
B 0.033 -0.485 -0.200
C 0.796 0.619 0.435
D 0.054 -0.388 -0.189
E 0.085 -0.430 -0.240
Other 0.010 -0.414 -0.111
5 0-5
0.807
0.552 0.383
A 0.040 -0.310 -0.137
B 0.015 -0.395 -0.124
C 0.807 0.552 0.383
D 0.100 -0.408 -0.238
0.012 -0.465 -0.135
0.905 0.637 0.367
0.038 -0.472 -0.204
0.023 -0.505 -0.185
0.016 -0.494 -0.157
Other 0.005 -0.402 -0.085
A 0.022 -0.217 -0.078
B 0.134 -0.464 -0.294
C 0.033 -0.409 -0.169
D 0.718 0.522 0.392
E 0.078 -0.146 -0.079
Other 0.015 -0.348 -0.109
Universitas Sumatera Utara
6 0-6
0.778
0.644 0.461
E
0.012 -0.521 -0.149
Other 0.026 -0.356 -0.135
A
B
C
D
E
0.034 -0.285 -0.119
0.016 -0.347 -0.112
0.778 0.644 0.461
0.048 -0.448 -0.209
0.100 -0.521 -0.305
Other 0.023 -0.359 -0.131
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 2
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --7 0-7
0.757
0.535 0.390
A
B
C
D
E
0.019 -0.371 -0.126
0.041 -0.373 -0.165
0.757 0.535 0.390
0.129 -0.378 -0.237
0.046 -0.282 -0.130
Other 0.008 -0.493 -0.121
8 0-8
0.702
0.361 0.273
A
B
C
D
E
0.081 -0.106 -0.058
0.033 -0.325 -0.135
0.016 -0.475 -0.151
0.702 0.361 0.273
0.156 -0.226 -0.149
Other 0.012 -0.371 -0.108
9 0-9
0.421
0.442 0.350
A
B
C
D
E
0.170 -0.367 -0.247
0.257 -0.029 -0.021
0.010 -0.566 -0.154
0.421 0.442 0.350
0.127 -0.176 -0.110
Other 0.015 -0.473 -0.149
Universitas Sumatera Utara
10 0-10
0.776
0.663 0.476
A
B
C
D
E
0.776 0.663 0.476
0.027 -0.403 -0.155
0.153 -0.540 -0.354
0.008 -0.549 -0.135
0.030 -0.362 -0.145
Other 0.006 -0.533 -0.117
11 0-11
0.428
0.525 0.417
A
B
C
D
E
0.091 -0.364 -0.207
0.055 -0.312 -0.152
0.325 -0.164 -0.126
0.075 -0.212 -0.114
0.428 0.525 0.417
Other 0.028 -0.364 -0.142
12 0-12
0.332
0.497 0.383
A
B
C
D
E
0.332 0.497 0.383
0.066 -0.053 -0.027
0.041 -0.196 -0.087
0.391 -0.430 -0.339
0.159 0.093 0.062
Other 0.012 -0.433 -0.124
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 3
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --13 0-13
0.323
0.374 0.287
A
B
C
D
E
0.323 0.374 0.287
0.366 -0.050 -0.039
0.033 -0.184 -0.076
0.097 -0.139 -0.081
0.129 -0.247 -0.155
Other 0.052 -0.244 -0.117
Universitas Sumatera Utara
14 0-14
0.620
0.437 0.343
A
B
C
D
E
0.061 -0.033 -0.016
0.620 0.437 0.343
0.225 -0.185 -0.133
0.009 -0.644 -0.165
0.075 -0.507 -0.272
Other 0.010 -0.714 -0.194
15 0-15
0.476
0.383 0.306
A
B
C
D
E
0.045 -0.241 -0.110
0.019 -0.228 -0.078
0.476 0.383 0.306
0.294 -0.105 -0.080
0.140 -0.247 -0.158
Other 0.025 -0.470 -0.177
16 0-16
0.339
0.526 0.407
A
B
C
D
E
0.339 0.526 0.407
0.019 -0.340 -0.116
0.123 -0.151 -0.094
0.159 -0.081 -0.054
0.326 -0.263 -0.202
Other 0.033 -0.426 -0.176
17 0-17
0.577
0.329 0.261
A
B
C
D
E
0.029 -0.028 -0.011
0.247 -0.074 -0.054
0.037 -0.384 -0.165
0.577 0.329 0.261
0.067 -0.200 -0.104
Other 0.044 -0.501 -0.227
18 0-18
0.399
0.433 0.342
A
B
C
D
E
0.110 0.022 0.013
0.086 -0.064 -0.036
0.256 -0.243 -0.179
0.069 -0.197 -0.103
0.399 0.433 0.342
Other 0.081 -0.381 -0.210
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 4
Universitas Sumatera Utara
Item Statistics
Alternative Statistics
----------------------- ----------------------------------Seq. Scale Prop.
Point
Prop.
Point
No. -Item Correct Biser. Biser. Alt. Endorsing Biser. Biser. Key
---- ----- ------- ------ ------ ----- --------- ------ ------ --19 0-19
0.325
0.430 0.330
A
B
C
D
E
20 0-20
0.745
0.344 0.253
A
B
C
D
E
Other
0.203 -0.140 -0.098
0.325 0.430 0.330
0.105 -0.149 -0.088
0.187 -0.065 -0.045
0.134 -0.080 -0.051
Other 0.045 -0.556 -0.255
0.025
0.085
0.745
0.071
0.018
0.057
0.033
-0.061
0.344
-0.224
-0.293
-0.525
0.012
-0.034
0.253
-0.118
-0.098
-0.258
MicroCAT (tm) Testing System
Copyright (c) 1982, 1984, 1986, 1988 by Assessment Systems Corporation
Item and Test Analysis Program -- ITEMAN (tm) Version 3.00
Item analysis for data from file warevis.dat
Page 5
There were 2011 examinees in the data file.
Scale Statistics
---------------Scale:
0
------N of Items
20
N of Examinees 2011
Mean
11.868
Variance
10.745
Std. Dev.
3.278
Skew
-0.452
Kurtosis
0.109
Universitas Sumatera Utara
Minimum
0.000
Maximum
20.000
Median
12.000
Alpha
0.650
SEM
1.938
Mean P
0.593
Mean Item-Tot. 0.366
Mean Biserial 0.492
LAMPIRAN III
OUTPUT ANALISIS KORELASI SUBTES RA DENGAN 8 SUBTES
LAINNYA PADA IST DENGAN BANTUAN SPSS VERSI 16
A. Output Validitas Konstrak Subtes WA
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(SE)
1
Sig. (1-tailed)
Zscore(SE)
.552
**
.000
N
2011
2011
Pearson Correlation
.552
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(AN)
1
Sig. (1-tailed)
Zscore(AN)
.676
**
.000
N
2011
2011
Pearson Correlation
.676
**
1
Universitas Sumatera Utara
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(GEE)
1
.494
Sig. (1-tailed)
Zscore(GEE)
**
.000
N
2011
2011
Pearson Correlation
.494
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
Universitas Sumatera Utara
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.544
**
.000
N
2011
2011
Pearson Correlation
.544
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.379
**
.000
N
2011
2011
Pearson Correlation
.379
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.444
**
.000
N
2011
2011
Pearson Correlation
.444
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(SE)
Zscore(SE)
Pearson Correlation
Zscore(ME)
1
.635
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.635
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(AN)
1
.579
Sig. (1-tailed)
Zscore(AN)
**
.000
N
2011
2011
Pearson Correlation
.579
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(GEE)
1
Sig. (1-tailed)
Zscore(GEE)
.524
**
.000
N
2011
2011
Pearson Correlation
.524
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.548
**
.000
N
2011
2011
Pearson Correlation
.548
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.546
**
.000
N
2011
2011
Pearson Correlation
.546
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.379
**
.000
N
2011
2011
Pearson Correlation
.379
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.384
**
.000
N
2011
2011
Pearson Correlation
.384
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WA)
Zscore(WA)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.540
**
.000
N
2011
2011
Pearson Correlation
.540
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(GEE)
1
Sig. (1-tailed)
Zscore(GEE)
.509
**
.000
N
2011
2011
Pearson Correlation
.509
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.604
**
.000
N
2011
2011
Pearson Correlation
.604
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.604
**
.000
N
2011
2011
Pearson Correlation
.604
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.410
**
.000
N
2011
2011
Pearson Correlation
.410
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(WU)
1
.434
Sig. (1-tailed)
Zscore(WU)
**
.000
N
2011
2011
Pearson Correlation
.434
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(AN)
Zscore(AN)
Pearson Correlation
Zscore(ME)
1
.597
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.597
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(RA)
1
Sig. (1-tailed)
Zscore(RA)
.492
**
.000
N
2011
2011
Pearson Correlation
.492
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.490
**
.000
N
2011
2011
Pearson Correlation
.490
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.348
**
.000
N
2011
2011
Pearson Correlation
.348
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.274
**
.000
N
2011
2011
Pearson Correlation
.274
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(GEE)
Zscore(GEE)
Pearson Correlation
Zscore(ME)
1
.466
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.466
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(ZR)
1
Sig. (1-tailed)
Zscore(ZR)
.999
**
.000
N
2011
2011
Pearson Correlation
.999
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.437
**
.000
N
2011
2011
Pearson Correlation
.437
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(RA)
Zscore(RA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.417
**
.000
N
2011
2011
Pearson Correlation
.417
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(RA)
Zscore(RA)
Zscore(ME)
Pearson Correlation
1
Sig. (1-tailed)
Zscore(ME)
.519
**
.000
N
2011
2011
Pearson Correlation
.519
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(FA)
1
Sig. (1-tailed)
Zscore(FA)
.436
**
.000
N
2011
2011
Pearson Correlation
.436
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.417
**
.000
N
2011
2011
Pearson Correlation
.417
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(ZR)
Zscore(ZR)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.518
**
.000
N
2011
2011
Pearson Correlation
.518
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(FA)
Zscore(FA)
Pearson Correlation
Zscore(WU)
1
Sig. (1-tailed)
Zscore(WU)
.390
**
.000
N
2011
2011
Pearson Correlation
.390
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara
Correlations
Zscore(FA)
Zscore(FA)
Pearson Correlation
Zscore(ME)
1
.335
Sig. (1-tailed)
Zscore(ME)
**
.000
N
2011
2011
Pearson Correlation
.335
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Correlations
Zscore(WU)
Zscore(WU)
Pearson Correlation
Zscore(ME)
1
Sig. (1-tailed)
Zscore(ME)
.456
**
.000
N
2011
2011
Pearson Correlation
.456
**
1
Sig. (1-tailed)
.000
N
2011
2011
**. Correlation is significant at the 0.01 level (1-tailed).
Universitas Sumatera Utara