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

BIUB
BI 0.537
UB  

Path Coefficients charts

Indirect Effects

BIUB
BI  
UB  

Specific Indirect Effects

Total Effects

BIUB
BI 0.537
UB  

Outer Loadings

BIUB
"BI1"0.857 
"BI2"0.864 
"BI3"0.707 
"BI5"0.662 
"BI6"0.762 
"BI7"0.709 
"CONV_DO" 0.840
"RE_DO" 0.839
"SD_DO" 0.893

Outer Weights

BIUB
"BI1"0.255 
"BI2"0.270 
"BI3"0.207 
"BI5"0.128 
"BI6"0.231 
"BI7"0.199 
"CONV_DO" 0.338
"RE_DO" 0.410
"SD_DO" 0.417

Latent Variable

BIUB
-0.4540.125
-0.834-0.399
0.129-0.404
-0.3370.739
-2.093-1.881
0.225-0.867
-1.500-0.138
-0.301-0.406
-1.147-0.471
0.4901.747
-0.614-0.505
0.9760.725
0.427-0.377
1.080-0.159
-0.171-0.119
-1.281-0.380
-0.933-1.504
1.1911.653
1.0801.785
0.4060.991
0.724-2.287
0.044-0.250
-0.127-0.101
0.4170.935
0.3310.686
0.3310.909
0.040-0.275
0.4060.622
1.080-0.095
-0.8440.044
0.3340.312
0.546-1.399
0.7891.802
1.080-0.597
-1.290-0.034
0.116-0.087
0.252-0.501
-0.834-0.278
0.9041.229
0.6851.093
1.080-0.947
-0.816-0.395
-0.099-0.132
-1.906-1.342
0.6920.275
-0.094-0.930
0.1830.480
0.578-0.355
0.2130.093
0.9681.116
-0.342-0.523
-0.981-1.779
-0.6590.292
-0.797-1.197
-2.362-2.189
1.0871.396
0.0881.679
-1.961-0.348
0.1560.170
-0.8341.033
1.0721.077
-0.657-1.036
-2.204-0.336
0.3721.100
-0.0010.212
1.2951.250
0.3660.381
0.0480.424
0.3911.005
1.2950.803
1.0800.616
1.2951.397
0.225-1.051
-0.212-0.740
-0.864-2.347
0.969-2.195
0.7610.945
0.7850.548
0.6890.614
0.627-1.400
0.3240.545
0.1630.311
0.462-0.039
0.3230.577
1.1830.703
0.8730.665
-3.786-1.379
-2.819-1.753
0.4270.824

BIUB
BI1.0000.537
UB0.5371.000

BIUB
BI1.0000.537
UB0.5371.000

Residuals

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
0.4740.474-1.1200.4550.929-1.4530.469-0.8450.450
0.8000.803-0.851-0.9120.467-1.1840.376-0.155-0.152
-0.026-0.0300.614-0.741-0.2680.219-0.155-0.7340.846
-0.315-0.2910.407-0.4320.0880.5490.665-0.527-0.021
-0.187-0.1031.112-0.889-0.8290.7510.0190.505-0.511
-0.108-0.1130.0100.006-0.3410.6720.2350.237-0.423
1.3710.714-0.3800.338-2.033-0.1910.868-0.7900.073
0.3430.342-0.155-0.4560.060-0.5190.381-0.3990.083
-1.687-0.2560.9800.1040.7050.602-0.810-0.1780.830
0.3540.3230.8950.640-2.7981.006-0.0040.708-0.692
-0.077-0.0520.603-0.248-0.4530.2240.643-0.316-0.210
-0.063-0.0970.551-0.492-0.1610.1400.321-0.099-0.162
0.4080.378-1.2060.6820.257-0.5130.179-0.6730.516
-0.152-0.1860.4780.250-0.2400.0670.1730.309-0.444
0.2320.894-1.3201.0780.713-1.6540.140-0.6400.515
-0.1940.5250.538-0.616-0.6960.1760.537-0.5040.060
0.1960.2240.292-0.037-0.210-0.592-0.1200.106-0.007
-0.247-0.2830.936-0.634-0.3250.509-0.1030.704-0.608
-0.152-0.1860.4780.250-0.2400.0670.6760.260-0.803
-0.263-0.2690.418-0.1140.2730.0230.0970.093-0.170
-0.536-0.5440.7300.4850.0310.318-0.1740.762-0.608
0.0470.708-0.9350.9350.549-1.285-0.106-0.9461.015
0.1940.192-0.278-0.5710.680-0.6420.1250.011-0.112
0.417-0.2780.947-1.741-0.4860.537-0.2120.1410.033
0.4900.461-0.6020.7450.331-1.4880.176-0.4830.332
0.4900.460-0.602-0.0650.330-0.9670.522-0.254-0.173
0.7400.048-0.9320.9380.552-1.282-0.085-0.6750.732
-0.263-0.2690.418-0.1140.2730.023-0.6600.0700.466
-0.152-0.1860.4780.250-0.2400.067-1.3040.3390.723
-1.9460.812-0.844-0.9061.2261.430-2.1331.3040.446
-0.890-0.2070.469-0.0670.3280.5950.668-0.9180.360
0.3060.275-0.217-0.2070.167-0.598-0.5650.1010.358
0.098-0.5990.1480.442-0.0180.2730.1270.495-0.589
-0.152-0.1860.4780.250-0.2400.067-0.1700.427-0.281
-0.875-0.1320.544-0.6110.8140.182-0.9990.4540.363
0.6750.646-0.9860.8880.495-1.8570.113-0.6670.563
-0.1310.529-1.082-0.0120.3910.1320.105-0.5690.474
0.8000.803-0.851-0.9120.467-1.1840.451-0.340-0.031
-0.690-0.0350.602-0.444-0.1060.712-0.2810.310-0.077
0.186-0.5100.221-0.2990.0610.3460.0110.257-0.262
-0.152-0.1860.4780.250-0.2400.067-1.300-0.3621.408
0.096-1.206-0.3280.6950.4530.889-0.8740.2570.456
0.8590.832-1.3710.2200.658-1.7050.685-0.7120.145
-0.347-0.928-0.093-0.2032.035-0.424-0.0790.219-0.152
0.1810.1490.216-0.303-0.6960.3420.343-0.138-0.142
0.1660.163-0.3011.027-0.097-0.666-0.0690.0400.016
-0.072-0.076-0.4970.8430.443-0.3410.527-0.7260.287
-0.4100.247-0.2400.5820.143-0.0990.516-0.7750.343
0.5910.562-1.591-1.6060.4210.6810.495-0.8180.402
-0.056-0.0900.0210.323-0.1550.145-0.5410.655-0.205
0.378-0.9510.4100.3810.0910.0310.4790.115-0.501
0.237-1.0630.326-0.006-0.1731.006-0.0670.669-0.603
-0.7270.652-0.438-0.2190.3330.256-0.383-0.0690.378
-0.6090.1070.196-0.127-0.3130.8750.5120.098-0.511
0.733-1.1980.2302.529-1.3760.421-0.2560.763-0.542
-0.158-0.1931.009-0.565-0.2460.061-0.2430.586-0.379
0.0100.0060.107-0.7130.516-0.2730.0530.599-0.631
-0.300-0.2160.483-0.9760.5740.1360.510-0.5310.108
-0.0490.612-0.478-0.7580.464-0.3210.253-0.5490.334
0.8000.803-0.851-0.9120.467-1.184-0.1160.308-0.208
-0.145-0.180-0.0530.255-0.2340.593-0.5090.437-0.018
-0.0411.314-0.976-1.0301.083-1.3090.198-0.120-0.042
-0.092-0.0060.654-0.815-0.7450.8300.322-0.208-0.056
-0.233-0.9030.9790.718-0.4520.568-0.8841.001-0.267
0.774-1.246-0.3670.9650.583-0.210-0.6720.3310.220
-0.336-0.3720.8630.107-0.4040.436-0.6540.792-0.248
0.460-0.235-0.090-0.0880.304-0.4710.966-0.477-0.314
0.7330.041-0.402-0.6870.546-0.7660.396-0.5130.183
-0.250-0.255-0.6440.7060.2850.555-0.4480.1650.200
-0.336-0.3720.8630.107-0.4040.4360.0770.251-0.309
-0.152-0.1870.478-0.560-0.2400.588-0.478-0.0080.394
-0.336-0.3720.8630.107-0.4040.436-0.7781.417-0.762
-0.108-0.1130.0100.006-0.3410.6720.923-0.108-0.641
0.2670.266-1.2910.295-0.0070.461-0.584-0.4520.917
0.137-0.5000.7790.726-1.0140.401-0.3020.813-0.554
-0.057-0.0910.020-0.487-0.1550.667-0.0740.685-0.614
0.1210.0890.167-0.3490.003-0.2290.314-0.2840.024
-0.5880.068-0.3860.444-0.0160.7970.469-0.6170.226
-0.5060.1510.218-0.3020.0570.343-0.2980.0770.166
-0.4530.2040.798-0.261-0.6470.3870.1490.601-0.711
0.4960.467-1.133-0.0600.336-0.4401.184-1.3630.381
-0.055-0.0590.5900.857-1.0450.1950.313-0.002-0.251
0.378-0.317-0.6950.6580.231-0.017-0.6390.542-0.015
0.4970.467-1.1330.7500.337-0.961-0.0890.0250.047
-0.241-0.2760.4050.181-0.3190.514-0.0160.0020.011
0.026-0.0080.625-1.233-0.0820.2130.193-0.049-0.108
-0.1130.0321.237-1.387-1.0420.9090.1310.168-0.271
-0.941-0.8030.5532.831-0.2760.2230.0890.564-0.626
0.4080.377-1.206-0.1280.2570.0080.059-0.1830.132

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
"BI1"1.0000.189-0.4500.070-0.119-0.5680.394-0.3280.006
"BI2"0.1891.000-0.575-0.3170.174-0.5150.251-0.4880.336
"BI3"-0.450-0.5751.000-0.132-0.5410.598-0.1620.519-0.460
"BI5"0.070-0.317-0.1321.000-0.140-0.153-0.0900.0650.011
"BI6"-0.1190.174-0.541-0.1401.000-0.460-0.095-0.2660.409
"BI7"-0.568-0.5150.598-0.153-0.4601.000-0.2800.476-0.293
"CONV_DO"0.3940.251-0.162-0.090-0.095-0.2801.000-0.590-0.275
"RE_DO"-0.328-0.4880.5190.065-0.2660.476-0.5901.000-0.614
"SD_DO"0.0060.336-0.4600.0110.409-0.293-0.275-0.6141.000

BIUB
 0.369
 0.049
 -0.473
 0.920
 -0.757
 -0.988
 0.668
 -0.244
 0.145
 1.483
 -0.176
 0.200
 -0.606
 -0.739
 -0.027
 0.308
 -1.003
 1.012
 1.205
 0.773
 -2.676
 -0.274
 -0.033
 0.711
 0.508
 0.731
 -0.297
 0.404
 -0.675
 0.498
 0.132
 -1.692
 1.379
 -1.177
 0.659
 -0.149
 -0.636
 0.170
 0.743
 0.725
 -1.527
 0.044
 -0.079
 -0.318
 -0.097
 -0.879
 0.381
 -0.665
 -0.021
 0.595
 -0.339
 -1.252
 0.646
 -0.769
 -0.920
 0.812
 1.631
 0.706
 0.086
 1.482
 0.501
 -0.683
 0.849
 0.900
 0.213
 0.554
 0.184
 0.398
 0.795
 0.108
 0.036
 0.701
 -1.172
 -0.626
 -1.883
 -2.715
 0.536
 0.126
 0.244
 -1.738
 0.372
 0.224
 -0.288
 0.403
 0.067
 0.196
 0.655
 -0.238
 0.595

BIUB
BI  
UB 1.000

Quality Criteria

R Square

R SquareR Square Adjusted
UB0.2890.281

R Square charts

f Square

BIUB
BI 0.406
UB  

f Square charts

Construct Reliability and Validity

Cronbach's Alpharho_AComposite ReliabilityAverage Variance Extracted (AVE)
BI0.8570.8770.8930.584
UB0.8210.8290.8930.736

Construct Reliability and Validity charts

Discriminant Validity

BIUB
BI0.764 
UB0.5370.858

BIUB
"BI1"0.8570.472
"BI2"0.8640.501
"BI3"0.7070.384
"BI5"0.6620.237
"BI6"0.7620.427
"BI7"0.7090.369
"CONV_DO"0.3980.840
"RE_DO"0.4830.839
"SD_DO"0.4920.893

BIUB
BI  
UB0.616 

Discriminant Validity charts

Collinearity Statistics (VIF)

VIF
"BI1"3.375
"BI2"3.609
"BI3"2.950
"BI5"1.664
"BI6"2.131
"BI7"2.934
"CONV_DO"1.962
"RE_DO"1.629
"SD_DO"2.198

BIUB
BI 1.000
UB  

Model_Fit

Saturated ModelEstimated Model
SRMR0.1230.123
d_ULS0.6850.685
d_G10.3610.361
d_G20.3330.333
Chi-Square180.791180.791
NFI0.6370.637

rms Theta0.368

Interim Results

Stop Criterion Changes

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
Iteration 00.2180.2180.2180.2180.2180.2180.3880.3880.388
Iteration 10.2590.2730.2060.1260.2290.1950.3260.4280.411
Iteration 20.2530.2680.2100.1280.2290.2020.3390.4080.417
Iteration 30.2550.2710.2070.1280.2310.1990.3370.4110.416
Iteration 40.2550.2700.2080.1280.2300.1990.3380.4100.417
Iteration 50.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 60.2550.2700.2070.1280.2300.1990.3380.4100.417
Iteration 70.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 80.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 90.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 100.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 110.2550.2700.2070.1280.2310.1990.3380.4100.417
Iteration 120.2550.2700.2070.1280.2310.1990.3380.4100.417

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
BIAutomatic
UBAutomatic

Inner Model

BIUB
BI 1.000
UB  

Outer Model

BIUB
"BI1"-1.000 
"BI2"-1.000 
"BI3"-1.000 
"BI5"-1.000 
"BI6"-1.000 
"BI7"-1.000 
"CONV_DO" -1.000
"RE_DO" -1.000
"SD_DO" -1.000

Indicator Data (Original)

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
6.0006.0001.0006.0007.0001.00016.0005.00042.000
6.0006.0001.0004.0006.0001.00013.0008.00028.000
6.0006.0005.0005.0006.0005.00010.0001.00041.000
5.0005.0004.0005.0006.0005.00020.00015.00043.000
3.0003.0003.0003.0003.0003.0004.0001.0006.000
6.0006.0004.0006.0006.0006.00010.0008.00019.000
6.0005.0001.0005.0002.0002.00017.0003.00034.000
6.0006.0003.0005.0006.0003.00013.0005.00031.000
2.0004.0004.0005.0006.0004.0006.0007.00040.000
7.0007.0006.0007.0003.0007.00021.00040.00046.000
5.0005.0004.0005.0005.0004.00014.0005.00026.000
7.0007.0006.0006.0007.0006.00018.00020.00041.000
7.0007.0002.0007.0007.0004.00012.0002.00037.000
7.0007.0006.0007.0007.0006.00013.00016.00027.000
6.0007.0001.0007.0007.0001.00013.0005.00040.000
4.0005.0003.0004.0004.0003.00014.0004.00031.000
5.0005.0003.0005.0005.0002.0005.000 17.000
7.0007.0007.0006.0007.0007.00020.00039.00046.000
7.0007.0006.0007.0007.0006.00025.00035.00045.000
6.0006.0005.0006.0007.0005.00018.00025.00044.000
6.0006.0006.0007.0007.0006.0001.000  
6.0007.0002.0007.0007.0002.00011.000 45.000
6.0006.0003.0005.0007.0003.00013.00013.00032.000
7.0006.0006.0004.0006.0006.00016.00025.00046.000
7.0007.0003.0007.0007.0002.00017.00015.00047.000
7.0007.0003.0006.0007.0003.00020.00020.00043.000
7.0006.0002.0007.0007.0002.00011.0003.00041.000
6.0006.0005.0006.0007.0005.00012.00021.00048.000
7.0007.0006.0007.0007.0006.0005.00017.00043.000
2.0006.0001.0004.0007.0006.0001.00030.00041.000
5.0006.0005.0006.0007.0006.00018.0006.00043.000
7.0007.0004.0006.0007.0004.0003.0001.00023.000
7.0006.0005.0007.0007.0006.00022.00038.00048.000
7.0007.0006.0007.0007.0006.0009.00013.00024.000
3.0004.0003.0004.0006.0003.0007.00019.00039.000
7.0007.0002.0007.0007.0001.00013.0005.00041.000
6.0007.0002.0006.0007.0005.00011.0002.00035.000
6.0006.0001.0004.0006.0001.00014.0007.00031.000
6.0007.0006.0006.0007.0007.00017.00030.00048.000
7.0006.0005.0006.0007.0006.00018.00028.00044.000
7.0007.0006.0007.0007.0006.0001.000 42.000
5.0003.0002.0006.0006.0005.0006.00013.00036.000
7.0007.0001.0006.0007.0001.00016.0004.00035.000
3.0002.0001.0004.0007.0001.0006.0003.00017.000
7.0007.0005.0006.0006.0006.00016.00015.00036.000
6.0006.0003.0007.0006.0003.0008.0005.00024.000
6.0006.0003.0007.0007.0004.00018.00010.00044.000
6.0007.0004.0007.0007.0005.00014.0001.00035.000
7.0007.0001.0004.0007.0006.00016.0005.00041.000
7.0007.0005.0007.0007.0006.00015.00033.00045.000
6.0004.0004.0006.0006.0004.00013.00010.00022.000
5.0003.0003.0005.0005.0005.0004.0004.0006.000
4.0006.0002.0005.0006.0004.00012.00016.00043.000
4.0005.0003.0005.0005.0005.00010.0003.00014.000
4.0001.0001.0007.0002.0002.0001.0001.0002.000
7.0007.0007.0006.0007.0006.00018.00035.00046.000
6.0006.0004.0005.0007.0004.00021.00038.00046.000
3.0003.0002.0003.0005.0002.00014.0004.00032.000
6.0007.0003.0005.0007.0004.00015.0009.00041.000
6.0006.0001.0004.0006.0001.00017.00028.00044.000
7.0007.0005.0007.0007.0007.00015.00030.00047.000
5.0007.0001.0004.0007.0001.0009.0002.00022.000
3.0003.0002.0003.0003.0003.00013.0008.00030.000
6.0005.0006.0007.0006.0006.00013.00037.00044.000
7.0004.0003.0007.0007.0004.00010.00020.00040.000
7.0007.0007.0007.0007.0007.00015.00036.00046.000
7.0006.0004.0006.0007.0004.00020.00012.00035.000
7.0006.0003.0005.0007.0003.00017.00012.00042.000
6.0006.0003.0007.0007.0006.00015.00026.00049.000
7.0007.0007.0007.0007.0007.00017.00025.00040.000
7.0007.0006.0006.0007.0007.00013.00020.00047.000
7.0007.0007.0007.0007.0007.00015.00045.00041.000
6.0006.0004.0006.0006.0006.00013.0002.00014.000
6.0006.0001.0006.0006.0005.0006.0001.00038.000
5.0004.0004.0006.0004.0004.000   
7.0007.0005.0006.0007.0007.0002.000 1.000
7.0007.0005.0006.0007.0005.00019.00020.00046.000
6.0007.0004.0007.0007.0007.00018.00012.00044.000
6.0007.0005.0006.0007.0006.00014.00021.00044.000
6.0007.0006.0006.0006.0006.0007.0007.0009.000
7.0007.0002.0006.0007.0004.00022.0003.00046.000
6.0006.0005.0007.0005.0005.00016.00017.00035.000
7.0006.0003.0007.0007.0005.0009.00020.00034.000
7.0007.0002.0007.0007.0003.00015.00020.00042.000
7.0007.0006.0007.0007.0007.00016.00021.00043.000
7.0007.0006.0005.0007.0006.00017.00020.00041.000
1.0001.0001.0001.0001.0001.0007.0002.00015.000
1.0001.0001.0007.0003.0001.0005.0003.0006.000
7.0007.0002.0006.0007.0005.00017.00020.00046.000

Indicator Data (Standardized)

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
0.0850.082-1.4410.1550.583-1.7750.574-0.7400.562
0.0850.082-1.441-1.465-0.169-1.7750.040-0.490-0.509
0.0850.0820.705-0.655-0.1690.310-0.494-1.0720.486
-0.604-0.5820.169-0.655-0.1690.3101.2860.0930.639
-1.981-1.911-0.368-2.274-2.424-0.732-1.562-1.072-2.192
0.0850.0820.1690.155-0.1690.832-0.494-0.490-1.197
0.085-0.582-1.441-0.655-3.176-1.2540.752-0.906-0.050
0.0850.082-0.368-0.655-0.169-0.7320.040-0.740-0.279
-2.670-1.2470.169-0.655-0.169-0.211-1.206-0.5730.409
0.7740.7461.2420.964-2.4241.3531.4642.1730.868
-0.604-0.5820.169-0.655-0.921-0.2110.218-0.740-0.662
0.7740.7461.2420.1550.5830.8320.9300.5090.486
0.7740.746-0.9040.9640.583-0.211-0.138-0.9890.180
0.7740.7461.2420.9640.5830.8320.0400.176-0.585
0.0850.746-1.4410.9640.583-1.7750.040-0.7400.409
-1.292-0.582-0.368-1.465-1.672-0.7320.218-0.823-0.279
-0.604-0.582-0.368-0.655-0.921-1.254-1.384-1.156-1.350
0.7740.7461.7780.1550.5831.3531.2862.0900.868
0.7740.7461.2420.9640.5830.8322.1761.7570.792
0.0850.0820.7050.1550.5830.3100.9300.9250.715
0.0850.0821.2420.9640.5830.832-2.096-1.156-2.651
0.0850.746-0.9040.9640.583-1.254-0.316-1.1560.792
0.0850.082-0.368-0.6550.583-0.7320.040-0.074-0.203
0.7740.0821.242-1.465-0.1690.8320.5740.9250.868
0.7740.746-0.3680.9640.583-1.2540.7520.0930.945
0.7740.746-0.3680.1550.583-0.7321.2860.5090.639
0.7740.082-0.9040.9640.583-1.254-0.316-0.9060.486
0.0850.0820.7050.1550.5830.310-0.1380.5921.021
0.7740.7461.2420.9640.5830.832-1.3840.2590.639
-2.6700.082-1.441-1.4650.5830.832-2.0961.3410.486
-0.6040.0820.7050.1550.5830.8320.930-0.6560.639
0.7740.7460.1690.1550.583-0.211-1.740-1.072-0.891
0.7740.0820.7050.9640.5830.8321.6422.0061.021
0.7740.7461.2420.9640.5830.832-0.672-0.074-0.815
-1.981-1.247-0.368-1.465-0.169-0.732-1.0280.4250.333
0.7740.746-0.9040.9640.583-1.7750.040-0.7400.486
0.0850.746-0.9040.1550.5830.310-0.316-0.9890.027
0.0850.082-1.441-1.465-0.169-1.7750.218-0.573-0.279
0.0850.7461.2420.1550.5831.3530.7521.3411.021
0.7740.0820.7050.1550.5830.8320.9301.1740.715
0.7740.7461.2420.9640.5830.832-2.096-1.1560.562
-0.604-1.911-0.9040.155-0.1690.310-1.206-0.0740.103
0.7740.746-1.4410.1550.583-1.7750.574-0.8230.027
-1.981-2.575-1.441-1.4650.583-1.775-1.206-0.906-1.350
0.7740.7460.7050.155-0.1690.8320.5740.0930.103
0.0850.082-0.3680.964-0.169-0.732-0.850-0.740-0.815
0.0850.082-0.3680.9640.583-0.2110.930-0.3230.715
0.0850.7460.1690.9640.5830.3100.218-1.0720.027
0.7740.746-1.441-1.4650.5830.8320.574-0.7400.486
0.7740.7460.7050.9640.5830.8320.3961.5900.792
0.085-1.2470.1690.155-0.169-0.2110.040-0.323-0.968
-0.604-1.911-0.368-0.655-0.9210.310-1.562-0.823-2.192
-1.2920.082-0.904-0.655-0.169-0.211-0.1380.1760.639
-1.292-0.582-0.368-0.655-0.9210.310-0.494-0.906-1.580
-1.292-3.240-1.4410.964-3.176-1.254-2.096-1.072-2.498
0.7740.7461.7780.1550.5830.8320.9301.7570.868
0.0850.0820.169-0.6550.583-0.2111.4642.0060.868
-1.981-1.911-0.904-2.274-0.921-1.2540.218-0.823-0.203
0.0850.746-0.368-0.6550.583-0.2110.396-0.4070.486
0.0850.082-1.441-1.465-0.169-1.7750.7521.1740.715
0.7740.7460.7050.9640.5831.3530.3961.3410.945
-0.6040.746-1.441-1.4650.583-1.775-0.672-0.989-0.968
-1.981-1.911-0.904-2.274-2.424-0.7320.040-0.490-0.356
0.085-0.5821.2420.964-0.1690.8320.0401.9230.715
0.774-1.247-0.3680.9640.583-0.211-0.4940.5090.409
0.7740.7461.7780.9640.5831.3530.3961.8400.868
0.7740.0820.1690.1550.583-0.2111.286-0.1570.027
0.7740.082-0.368-0.6550.583-0.7320.752-0.1570.562
0.0850.082-0.3680.9640.5830.8320.3961.0081.098
0.7740.7461.7780.9640.5831.3530.7520.9250.409
0.7740.7461.2420.1550.5831.3530.0400.5090.945
0.7740.7461.7780.9640.5831.3530.3962.5890.486
0.0850.0820.1690.155-0.1690.8320.040-0.989-1.580
0.0850.082-1.4410.155-0.1690.310-1.206-1.0720.256
-0.604-1.2470.1690.155-1.672-0.211-2.274-1.156-2.651
0.7740.7460.7050.1550.5831.353-1.918-1.156-2.574
0.7740.7460.7050.1550.5830.3101.1080.5090.868
0.0850.7460.1690.9640.5831.3530.930-0.1570.715
0.0850.7460.7050.1550.5830.8320.2180.5920.715
0.0850.7461.2420.155-0.1690.832-1.028-0.573-1.962
0.7740.746-0.9040.1550.583-0.2111.642-0.9060.868
0.0850.0820.7050.964-0.9210.3100.5740.2590.027
0.7740.082-0.3680.9640.5830.310-0.6720.509-0.050
0.7740.746-0.9040.9640.583-0.7320.3960.5090.562
0.7740.7461.2420.9640.5831.3530.5740.5920.639
0.7740.7461.242-0.6550.5830.8320.7520.5090.486
-3.358-3.240-1.441-3.894-3.927-1.775-1.028-0.989-1.503
-3.358-3.240-1.4410.964-2.424-1.775-1.384-0.906-2.192
0.7740.746-0.9040.1550.5830.3100.7520.5090.868

Indicator Data (Correlations)

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
"BI1"1.0000.7900.4420.5950.6140.4010.4610.3310.433
"BI2"0.7901.0000.4070.4530.7150.4300.4430.3140.533
"BI3"0.4420.4071.0000.3990.2910.7990.2230.5450.205
"BI5"0.5950.4530.3991.0000.4360.3880.1270.2460.223
"BI6"0.6140.7150.2910.4361.0000.3300.2850.2890.509
"BI7"0.4010.4300.7990.3880.3301.0000.1650.5150.244
"CONV_DO"0.4610.4430.2230.1270.2850.1651.0000.5300.684
"RE_DO"0.3310.3140.5450.2460.2890.5150.5301.0000.599
"SD_DO"0.4330.5330.2050.2230.5090.2440.6840.5991.000

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
"BI1"1.0000.7410.6060.5680.6530.6080.3870.3860.412
"BI2"0.7411.0000.6110.5720.6590.6130.3900.3890.415
"BI3"0.6060.6111.0000.4680.5390.5010.3190.3190.339
"BI5"0.5680.5720.4681.0000.5050.4690.2990.2980.318
"BI6"0.6530.6590.5390.5051.0000.5400.3440.3430.366
"BI7"0.6080.6130.5010.4690.5401.0000.3200.3190.340
"CONV_DO"0.3870.3900.3190.2990.3440.3201.0000.7050.751
"RE_DO"0.3860.3890.3190.2980.3430.3190.7051.0000.749
"SD_DO"0.4120.4150.3390.3180.3660.3400.7510.7491.000

"BI1""BI2""BI3""BI5""BI6""BI7""CONV_DO""RE_DO""SD_DO"
"BI1"1.0000.7410.6060.5680.6530.6080.3870.3860.412
"BI2"0.7411.0000.6110.5720.6590.6130.3900.3890.415
"BI3"0.6060.6111.0000.4680.5390.5010.3190.3190.339
"BI5"0.5680.5720.4681.0000.5050.4690.2990.2980.318
"BI6"0.6530.6590.5390.5051.0000.5400.3440.3430.366
"BI7"0.6080.6130.5010.4690.5401.0000.3200.3190.340
"CONV_DO"0.3870.3900.3190.2990.3440.3201.0000.7050.751
"RE_DO"0.3860.3890.3190.2980.3430.3190.7051.0000.749
"SD_DO"0.4120.4150.3390.3180.3660.3400.7510.7491.000