Descriptive Statistics

NMinimumMaximumMeanStd. Deviation

fd108-884.2317.45-7.127185.27619

pm10801.52.502

oa10801.66.477

uk10801.14.347

sw10801.43.497

Valid N (listwise)108

Runs Test

Unstandardized Residual

Test Valuea-.40791

Cases < Test Value72

Cases >= Test Value72

Total Cases144

Number of Runs74

Z.167

Asymp. Sig. (2-tailed).867

a. Median

Coefficientsa

ModelCollinearity Statistics

ToleranceVIF

1FD.9931.007

CEO.9511.051

OPINI.9891.011

KAP.9521.050

a. Dependent Variable: SWITCH

Case Processing Summary

Unweighted CasesaNPercent

Selected CasesIncluded in Analysis10597.2

Missing Cases32.8

Total108100.0

Unselected Cases0.0

Total108100.0

a. If weight is in effect, see classification table for the total number of cases.

Dependent Variable Encoding

Original ValueInternal Value

00

11

Iteration Historya,b,c,d

Iteration-2 Log likelihoodCoefficients

ConstantFDPMOAUK

Step 11139.264-.169-.075.595-.399-.517

2139.234-.161-.087.623-.423-.543

3139.234-.160-.087.623-.424-.543

4139.234-.160-.087.623-.424-.543

a. Method: Enter

b. Constant is included in the model.

c. Initial -2 Log Likelihood: 143.411

d. Estimation terminated at iteration number 4 because parameter estimates changed by less than .001.

Omnibus Tests of Model Coefficients

Chi-squaredfSig.

Step 1Step4.1774.383

Block4.1774.383

Model4.1774.383

Model Summary

Step-2 Log likelihoodCox & Snell R SquareNagelkerke R Square

1139.234a.039.052

a. Estimation terminated at iteration number 4 because parameter estimates changed by less than .001.

Hosmer and Lemeshow Test

StepChi-squaredfSig.

16.0058.647

Contingency Table for Hosmer and Lemeshow Test

SW = 0SW = 1Total

ObservedExpectedObservedExpected

Step 11107.74513.25511

257.28663.71411

367.16253.83811

476.95844.04211

566.40354.59711

676.12944.87111

755.75865.24211

865.46255.53811

964.90656.09411

1022.19143.8096

Classification Tablea

ObservedPredicted

SWPercentage Correct

01

Step 1SW0471378.3

1331226.7

Overall Percentage56.2

a. The cut value is .500

Variables in the Equation

BS.E.WalddfSig.Exp(B)95.0% C.I.for EXP(B)

LowerUpper

Step 1aFD-.087.0801.1831.277.916.7831.073

PM.623.4262.1401.1431.865.8094.299

OA-.424.427.9831.321.655.2831.512

UK-.543.641.7191.396.581.1652.039

Constant-.160.406.1561.693.852

a. Variable(s) entered on step 1: FD, PM, OA, UK.

Correlation Matrix

ConstantFD PM OA UK

Step 1Constant1.000-.311-.425-.688-.042

FD -.3111.000-.127.177.226

PM -.425-.1271.000.000-.324

OA -.688.177.0001.000-.073

UK -.042.226-.324-.0731.000

Iteration Historya,b,c

Iteration-2 Log likelihoodCoefficients

Constant

Step 01143.411-.286

2143.411-.288

3143.411-.288

a. Constant is included in the model.

b. Initial -2 Log Likelihood: 143.411

c. Estimation terminated at iteration number 3 because parameter estimates changed by less than .001.

Classification Tablea,b

ObservedPredicted

SWPercentage Correct

01

Step 0SW0600100.0

1450.0

Overall Percentage57.1

a. Constant is included in the model.

b. The cut value is .500

Variables in the Equation

BS.E.WalddfSig.Exp(B)

Step 0Constant-.288.1972.1281.145.750

Variables not in the Equation

ScoredfSig.

Step 0VariablesFD.7081.400

PM1.5381.215

OA.7821.376

UK.0581.809

Overall Statistics4.0834.395