PLS Algorithm

Created on 2018-10-04

Please cite the use of SmartPLS: Ringle, C. M., Wende, S., and Becker, J.-M. 2015. "SmartPLS 3." Boenningstedt: SmartPLS GmbH, http://www.smartpls.com.

Final Results

Path Coefficients

FCUB
FC0.0000.457
UB0.0000.000

Path Coefficients charts

Indirect Effects

FCUB
FC0.0000.000
UB0.0000.000

Specific Indirect Effects

Total Effects

FCUB
FC0.0000.457
UB0.0000.000

Outer Loadings

FCUB
"CONV_DO"0.0000.860
"FC1"0.9310.000
"FC2"0.7780.000
"RE_DO"0.0000.792
"SD_DO"0.0000.915

Outer Weights

FCUB
"CONV_DO"0.0000.369
"FC1"0.7220.000
"FC2"0.4210.000
"RE_DO"0.0000.311
"SD_DO"0.0000.477

Latent Variable

FCUB
0.5920.250
-0.287-0.380
-0.287-0.283
0.5920.808
-0.800-1.955
0.592-0.906
0.592-0.028
-1.826-0.348
0.592-0.427
0.0791.629
0.592-0.465
-0.2870.733
0.592-0.272
0.592-0.210
0.079-0.020
-1.166-0.308
-0.434-1.514
-0.2871.537
0.2261.726
0.5920.971
0.592-2.397
0.592-0.097
0.592-0.105
0.0790.913
0.5920.757
0.5920.937
-0.140-0.166
0.5920.620
0.592-0.125
0.079-0.125
0.5920.444
-0.653-1.400
0.5921.716
0.592-0.660
0.079-0.088
-0.5060.017
0.592-0.411
-1.166-0.231
0.5921.181
0.5921.049
-0.653-0.863
-0.287-0.418
0.592-0.031
-2.485-1.371
0.5920.290
0.079-0.932
0.5920.584
-0.872-0.240
0.5920.214
0.5921.018
-1.460-0.548
-0.287-1.878
0.5920.309
0.592-1.218
-4.681-2.298
0.5921.303
0.2261.577
-1.166-0.272
0.5920.252
0.2260.983
0.5921.013
0.592-1.017
0.592-0.307
-0.1400.953
-0.9470.171
0.5921.132
0.5920.438
-0.1400.497
0.5920.983
0.5920.760
0.5920.624
0.5921.182
-1.460-1.047
0.592-0.655
0.592-2.463
-0.947-2.295
0.0790.981
0.0790.636
0.5920.606
-2.191-1.494
0.5920.738
0.2260.305
-0.287-0.114
0.5920.572
0.5920.700
0.5920.667
-4.681-1.404
0.592-1.838
0.5920.850

FCUB
FC1.0000.457
UB0.4571.000

FCUB
FC1.0000.457
UB0.4571.000

Residuals

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
0.359-0.0160.028-0.9380.333
0.3670.092-0.157-0.189-0.161
-0.2500.092-0.157-0.8480.745
0.591-0.0160.028-0.547-0.101
0.119-0.1410.2420.476-0.402
0.285-0.0160.0280.228-0.368
0.776-0.0160.028-0.884-0.024
0.339-0.6071.040-0.4640.039
-0.839-0.0160.028-0.2350.800
0.063-0.2490.4270.883-0.623
0.618-0.0160.028-0.371-0.236
0.3000.092-0.157-0.072-0.185
0.096-0.0160.028-0.7730.429
0.221-0.0160.0280.342-0.393
0.057-0.2490.427-0.7240.427
0.4830.199-0.342-0.5780.003
-0.082-0.4820.8260.0430.035
-0.0360.092-0.1570.872-0.539
0.6920.324-0.5560.390-0.788
0.095-0.0160.0280.155-0.174
-0.035-0.0160.0280.743-0.457
-0.232-0.0160.028-1.0780.881
0.130-0.0160.0280.009-0.107
-0.211-0.2490.4270.2010.032
0.101-0.0160.028-0.5070.252
0.480-0.0160.028-0.233-0.219
-0.1730.665-1.140-0.7740.638
-0.671-0.0160.0280.1000.453
-1.276-0.0160.0280.3580.753
-1.989-0.2490.4271.4390.600
0.548-0.0160.028-1.0080.232
-0.5360.432-0.7410.0360.390
0.166-0.0160.0280.647-0.550
-0.105-0.0160.0280.449-0.211
-0.952-0.2490.4270.4950.413
0.0251.006-1.724-0.7530.470
0.037-0.0160.028-0.6640.403
0.4170.199-0.342-0.390-0.068
-0.264-0.0160.0280.405-0.060
0.028-0.0160.0280.343-0.245
-1.3540.432-0.741-0.4721.352
-0.8460.092-0.1570.2570.486
0.601-0.0160.028-0.7980.055
-0.027-1.4132.4230.180-0.096
0.325-0.0160.028-0.137-0.162
-0.049-0.2490.427-0.0010.038
0.428-0.0160.028-0.7860.181
0.4241.346-2.308-0.8820.246
0.390-0.0160.028-0.9090.290
-0.479-0.0160.0280.784-0.140
0.511-0.9471.6240.110-0.466
0.0530.092-0.1570.664-0.473
-0.403-0.0160.028-0.0690.356
0.553-0.0160.0280.058-0.465
-0.1200.630-1.0810.748-0.394
-0.190-0.0160.0280.725-0.325
0.1080.324-0.5560.757-0.576
0.4520.199-0.342-0.6070.046
0.180-0.0160.028-0.6060.255
-0.0940.324-0.5560.395-0.185
-0.475-0.0160.0280.5380.017
0.203-0.0160.028-0.184-0.037
0.304-0.0160.028-0.247-0.075
-0.7800.665-1.1401.168-0.158
-0.641-0.7141.2250.3730.252
-0.577-0.0160.0280.944-0.168
0.909-0.0160.028-0.504-0.374
0.3250.665-1.140-0.5510.107
-0.449-0.0160.0280.2290.198
0.099-0.0160.0280.323-0.286
-0.496-0.0160.0280.0150.374
-0.620-0.0160.0281.653-0.596
0.940-0.9471.624-0.160-0.622
-0.642-0.0160.028-0.5530.856
-0.156-0.0160.0280.795-0.396
0.055-0.7141.2250.662-0.474
0.264-0.2490.427-0.268-0.030
0.383-0.2490.427-0.6600.133
-0.303-0.0160.0280.1120.161
0.257-0.2660.4560.610-0.595
1.007-0.0160.028-1.4910.192
0.3120.324-0.5560.018-0.252
-0.5740.092-0.1570.5990.054
-0.096-0.0160.0280.0550.038
-0.028-0.0160.0280.037-0.002
0.178-0.0160.028-0.020-0.125
0.1790.630-1.0810.123-0.218
0.196-0.0160.0280.550-0.509
0.021-0.0160.028-0.1640.090

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
"CONV_DO"1.000-0.0410.041-0.483-0.503
"FC1"-0.0411.000-1.000-0.1300.168
"FC2"0.041-1.0001.0000.130-0.168
"RE_DO"-0.483-0.1300.1301.000-0.514
"SD_DO"-0.5030.168-0.168-0.5141.000

FCUB
0.000-0.020
0.000-0.249
0.000-0.152
0.0000.537
0.000-1.590
0.000-1.176
0.000-0.298
0.0000.486
0.000-0.698
0.0001.593
0.000-0.736
0.0000.864
0.000-0.543
0.000-0.480
0.000-0.056
0.0000.224
0.000-1.315
0.0001.669
0.0001.623
0.0000.701
0.000-2.668
0.000-0.368
0.000-0.375
0.0000.877
0.0000.487
0.0000.667
0.000-0.102
0.0000.350
0.000-0.395
0.000-0.161
0.0000.174
0.000-1.102
0.0001.446
0.000-0.930
0.000-0.124
0.0000.248
0.000-0.681
0.0000.302
0.0000.911
0.0000.779
0.000-0.565
0.000-0.287
0.000-0.302
0.000-0.235
0.0000.019
0.000-0.968
0.0000.313
0.0000.159
0.000-0.057
0.0000.747
0.0000.119
0.000-1.747
0.0000.038
0.000-1.488
0.000-0.159
0.0001.032
0.0001.474
0.0000.261
0.000-0.019
0.0000.880
0.0000.743
0.000-1.287
0.000-0.578
0.0001.017
0.0000.604
0.0000.861
0.0000.168
0.0000.561
0.0000.713
0.0000.489
0.0000.353
0.0000.911
0.000-0.380
0.000-0.926
0.000-2.733
0.000-1.862
0.0000.945
0.0000.599
0.0000.335
0.000-0.492
0.0000.468
0.0000.202
0.0000.018
0.0000.302
0.0000.430
0.0000.397
0.0000.735
0.000-2.108
0.0000.579

FCUB
FC0.0000.000
UB0.0001.000

Quality Criteria

R Square

R SquareR Square Adjusted
UB0.2090.200

R Square charts

f Square

FCUB
FC0.0000.264
UB0.0000.000

f Square charts

Construct Reliability and Validity

Cronbach's Alpharho_AComposite ReliabilityAverage Variance Extracted (AVE)
FC0.6620.7950.8470.736
UB0.8210.8650.8920.735

Construct Reliability and Validity charts

Discriminant Validity

FCUB
FC0.8580.000
UB0.4570.857

FCUB
"CONV_DO"0.3660.860
"FC1"0.9310.472
"FC2"0.7780.275
"RE_DO"0.3080.792
"SD_DO"0.4740.915

FCUB
FC0.0000.000
UB0.5750.000

Discriminant Validity charts

Collinearity Statistics (VIF)

VIF
"CONV_DO"1.962
"FC1"1.324
"FC2"1.324
"RE_DO"1.629
"SD_DO"2.198

FCUB
FC0.0001.000
UB0.0000.000

Model_Fit

Saturated ModelEstimated Model
SRMR0.0940.094
d_ULS0.1320.132
d_G10.0840.084
d_G20.0750.075
Chi-Square42.33642.336
NFI0.7200.720

rms Theta0.429

Interim Results

Stop Criterion Changes

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
Iteration 00.3880.5780.5780.3880.388
Iteration 10.3700.7150.4300.3200.468
Iteration 20.3690.7210.4220.3110.477
Iteration 30.3690.7220.4210.3110.477
Iteration 40.3690.7220.4210.3110.477
Iteration 50.3690.7220.4210.3110.477
Iteration 60.3690.7220.4210.3110.477
Iteration 70.3690.7220.4210.3110.477

Base Data

Setting

Data file Settings
Data file89_imputed [89 records]
Missing value markernone
Data Setup Settings
Algorithm to handle missing dataNone
Weighting Vector-
PLS Algorithm Settings
Data metricMean 0, Var 1
Initial Weights1.0
Max. number of iterations300
Stop criterion7
Use Lohmoeller settings?No
Weighting schemePath
Construct Outer Weighting Mode Settings
FCAutomatic
UBAutomatic

Inner Model

FCUB
FC0.0001.000
UB0.0000.000

Outer Model

FCUB
"CONV_DO"0.000-1.000
"FC1"-1.0000.000
"FC2"-1.0000.000
"RE_DO"0.000-1.000
"SD_DO"0.000-1.000

Indicator Data (Original)

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
16.0007.0007.0005.00042.000
13.0006.0006.0008.00028.000
10.0006.0006.0001.00041.000
20.0007.0007.00015.00043.000
4.0005.0006.0001.0006.000
10.0007.0007.0008.00019.000
17.0007.0007.0003.00034.000
13.0003.0006.0005.00031.000
6.0007.0007.0007.00040.000
21.0006.0007.00040.00046.000
14.0007.0007.0005.00026.000
18.0006.0006.00020.00041.000
12.0007.0007.0002.00037.000
13.0007.0007.00016.00027.000
13.0006.0007.0005.00040.000
14.0005.0005.0004.00031.000
5.0005.0007.0000.00017.000
20.0006.0006.00039.00046.000
25.0007.0006.00035.00045.000
18.0007.0007.00025.00044.000
1.0007.0007.0000.0000.000
11.0007.0007.0000.00045.000
13.0007.0007.00013.00032.000
16.0006.0007.00025.00046.000
17.0007.0007.00015.00047.000
20.0007.0007.00020.00043.000
11.0007.0005.0003.00041.000
12.0007.0007.00021.00048.000
5.0007.0007.00017.00043.000
1.0006.0007.00030.00041.000
18.0007.0007.0006.00043.000
3.0006.0005.0001.00023.000
22.0007.0007.00038.00048.000
9.0007.0007.00013.00024.000
7.0006.0007.00019.00039.000
13.0007.0004.0005.00041.000
11.0007.0007.0002.00035.000
14.0005.0005.0007.00031.000
17.0007.0007.00030.00048.000
18.0007.0007.00028.00044.000
1.0006.0005.0000.00042.000
6.0006.0006.00013.00036.000
16.0007.0007.0004.00035.000
6.0001.0007.0003.00017.000
16.0007.0007.00015.00036.000
8.0006.0007.0005.00024.000
18.0007.0007.00010.00044.000
14.0007.0003.0001.00035.000
16.0007.0007.0005.00041.000
15.0007.0007.00033.00045.000
13.0003.0007.00010.00022.000
4.0006.0006.0004.0006.000
12.0007.0007.00016.00043.000
10.0007.0007.0003.00014.000
1.0001.0001.0001.0002.000
18.0007.0007.00035.00046.000
21.0007.0006.00038.00046.000
14.0005.0005.0004.00032.000
15.0007.0007.0009.00041.000
17.0007.0006.00028.00044.000
15.0007.0007.00030.00047.000
9.0007.0007.0002.00022.000
13.0007.0007.0008.00030.000
13.0007.0005.00037.00044.000
10.0004.0007.00020.00040.000
15.0007.0007.00036.00046.000
20.0007.0007.00012.00035.000
17.0007.0005.00012.00042.000
15.0007.0007.00026.00049.000
17.0007.0007.00025.00040.000
13.0007.0007.00020.00047.000
15.0007.0007.00045.00041.000
13.0003.0007.0002.00014.000
6.0007.0007.0001.00038.000
0.0007.0007.0000.0000.000
2.0004.0007.0000.0001.000
19.0006.0007.00020.00046.000
18.0006.0007.00012.00044.000
14.0007.0007.00021.00044.000
7.0003.0005.0007.0009.000
22.0007.0007.0003.00046.000
16.0007.0006.00017.00035.000
9.0006.0006.00020.00034.000
15.0007.0007.00020.00042.000
16.0007.0007.00021.00043.000
17.0007.0007.00020.00041.000
7.0001.0001.0002.00015.000
5.0007.0007.0003.0006.000
17.0007.0007.00020.00046.000

Indicator Data (Standardized)

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
0.5740.5340.488-0.7400.562
0.040-0.176-0.381-0.490-0.509
-0.494-0.176-0.381-1.0720.486
1.2860.5340.4880.0930.639
-1.562-0.885-0.381-1.072-2.192
-0.4940.5340.488-0.490-1.197
0.7520.5340.488-0.906-0.050
0.040-2.305-0.381-0.740-0.279
-1.2060.5340.488-0.5730.409
1.464-0.1760.4882.1730.868
0.2180.5340.488-0.740-0.662
0.930-0.176-0.3810.5090.486
-0.1380.5340.488-0.9890.180
0.0400.5340.4880.176-0.585
0.040-0.1760.488-0.7400.409
0.218-0.885-1.250-0.823-0.279
-1.384-0.8850.488-1.156-1.350
1.286-0.176-0.3812.0900.868
2.1760.534-0.3811.7570.792
0.9300.5340.4880.9250.715
-2.0960.5340.488-1.156-2.651
-0.3160.5340.488-1.1560.792
0.0400.5340.488-0.074-0.203
0.574-0.1760.4880.9250.868
0.7520.5340.4880.0930.945
1.2860.5340.4880.5090.639
-0.3160.534-1.250-0.9060.486
-0.1380.5340.4880.5921.021
-1.3840.5340.4880.2590.639
-2.096-0.1760.4881.3410.486
0.9300.5340.488-0.6560.639
-1.740-0.176-1.250-1.072-0.891
1.6420.5340.4882.0061.021
-0.6720.5340.488-0.074-0.815
-1.028-0.1760.4880.4250.333
0.0400.534-2.118-0.7400.486
-0.3160.5340.488-0.9890.027
0.218-0.885-1.250-0.573-0.279
0.7520.5340.4881.3411.021
0.9300.5340.4881.1740.715
-2.096-0.176-1.250-1.1560.562
-1.206-0.176-0.381-0.0740.103
0.5740.5340.488-0.8230.027
-1.206-3.7250.488-0.906-1.350
0.5740.5340.4880.0930.103
-0.850-0.1760.488-0.740-0.815
0.9300.5340.488-0.3230.715
0.2180.534-2.987-1.0720.027
0.5740.5340.488-0.7400.486
0.3960.5340.4881.5900.792
0.040-2.3050.488-0.323-0.968
-1.562-0.176-0.381-0.823-2.192
-0.1380.5340.4880.1760.639
-0.4940.5340.488-0.906-1.580
-2.096-3.725-4.725-1.072-2.498
0.9300.5340.4881.7570.868
1.4640.534-0.3812.0060.868
0.218-0.885-1.250-0.823-0.203
0.3960.5340.488-0.4070.486
0.7520.534-0.3811.1740.715
0.3960.5340.4881.3410.945
-0.6720.5340.488-0.989-0.968
0.0400.5340.488-0.490-0.356
0.0400.534-1.2501.9230.715
-0.494-1.5950.4880.5090.409
0.3960.5340.4881.8400.868
1.2860.5340.488-0.1570.027
0.7520.534-1.250-0.1570.562
0.3960.5340.4881.0081.098
0.7520.5340.4880.9250.409
0.0400.5340.4880.5090.945
0.3960.5340.4882.5890.486
0.040-2.3050.488-0.989-1.580
-1.2060.5340.488-1.0720.256
-2.2740.5340.488-1.156-2.651
-1.918-1.5950.488-1.156-2.574
1.108-0.1760.4880.5090.868
0.930-0.1760.488-0.1570.715
0.2180.5340.4880.5920.715
-1.028-2.305-1.250-0.573-1.962
1.6420.5340.488-0.9060.868
0.5740.534-0.3810.2590.027
-0.672-0.176-0.3810.509-0.050
0.3960.5340.4880.5090.562
0.5740.5340.4880.5920.639
0.7520.5340.4880.5090.486
-1.028-3.725-4.725-0.989-1.503
-1.3840.5340.488-0.906-2.192
0.7520.5340.4880.5090.868

Indicator Data (Correlations)

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
"CONV_DO"1.0000.3730.2290.5300.684
"FC1"0.3731.0000.4950.2950.509
"FC2"0.2290.4951.0000.2260.253
"RE_DO"0.5300.2950.2261.0000.599
"SD_DO"0.6840.5090.2530.5991.000

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
"CONV_DO"1.0000.3660.3060.6810.787
"FC1"0.3661.0000.7240.3370.389
"FC2"0.3060.7241.0000.2820.326
"RE_DO"0.6810.3370.2821.0000.725
"SD_DO"0.7870.3890.3260.7251.000

"CONV_DO""FC1""FC2""RE_DO""SD_DO"
"CONV_DO"1.0000.3660.3060.6810.787
"FC1"0.3661.0000.7240.3370.389
"FC2"0.3060.7241.0000.2820.326
"RE_DO"0.6810.3370.2821.0000.725
"SD_DO"0.7870.3890.3260.7251.000