
Appendix A Interaction Specification Using a Single ProductofSums Indicator
and Structural Equation Analysis
Equations A1, A2 and A3
Exhibit A1 LISREL 8 with a Single Indicator Composed of All Product Indicators
Table A1 LISREL 8 Program for Estimating SxA and SxI Using a Single
Indicator Composed of All Product Indicators and Constraint Equations
Exhibit A2 EQS with a Single Indicator Composed of All Product Indicators
Table A2 EQS Program for Estimating SxA Using a Single Indicator
Composed of All Product Indicators
Table A3 Results of Estimating the SxA and SxI Interactions
Table A4 Input Covariance Matrix for the Exhibit A1 and A2 Estimations
Appendix B OLS Regression and Structural Equation Analysis
Table B  Structural Equation Analysis and OLS Regression Coefficient Estimates
Appendix C Interaction Interpretation
Table C1 Appendix A Structural Model Estimation Results
Table C2 Table C1 UxT Interaction Statistical Significance
Appendix D Indirect and Total Effects
Table D1 Figure A Model Standardized Indirect Effects
Table D2 Figure A Model Standardized Total Effects
Appendix E Consistency Improvement using Summed First Derivatives
Table E1 First Derivatives for the Eight Item Measure
Table E2 First Derivatives with x_{4} Deleted
Table E3 First Derivatives with x_{3} and x_{4} Deleted
Table E4 First Derivatives with x_{1}, x_{3} and x_{4} Deleted
Appendix F Ordered Similarity Coefficients and Consistency
Table F Ordered Similarity Coefficients for the Appendix E Items
Appendix G Error Adjusted Regression Estimates for the Figure A Model
Table G1 Unadjusted Covariances for a, b, c, d, and e with
Reliabilities, Estimated Loadings (Λ=s), and Estimated Measurement
Error Variances (θ)
Table G2 Adjusted Covariances for a, b, c, d, and e with
Coefficient Estimates
Appendix H Scenario Example
Exhibit H A Scenario
Appendix I Structural Equation Analysis without Omitting Items
Figure I Abbreviated Structural Model
Table I1 Loadings and Measurement Error Variances for Averaged Single Indicators
Table I2 Full Measures (i.e., with no items deleted) Averaged Single Indicator
Structural Model Results with α^{1/2} Loadings and Var(X)(1 α) Measurement Error
Variances
Table I3 Full Measures (i.e., with no items deleted) Averaged Single Indicator
Structural Model Results with α^{1/2} Loadings and (1 α) Measurement Error
Variances (i.e., Var(X) = 1)
Table I4 Full Measures (i.e., with no items deleted) Averaged Single Indicator
Structural Model Results with EFA Loadings and Var(X)(1 α) Measurement
Error Variances
Table I5 Full Measures (i.e., with no items deleted) "Unidimensionality Step"
(i.e., with all indicators rather than averaged single indicators) Structural
Model Results
Table I6 Full Measures (i.e., with no items deleted) Averaged Single Indicator
Structural Model Results with Averaged Loadings and Averaged Measurement
Error Variances from Table I5
Table I7 Weeded Measures (i.e., with items deleted) and Multiple Indicators (i.e.,
rather than averaged single indicators) Structural Model Results
Table I8 Weeded Measures (i.e., with items deleted) Averaged Single Indicator
Structural Model Results with α^{1/2} Loadings and Var(X)(1 α) Measurement Error
Variances
Table I9 Weeded Measures (i.e., with items deleted) Averaged Single Indicator
Structural Model Results with α^{1/2} Loadings and (1 α) Measurement Error
Variances (i.e., Var(X) = 1)
Table I10 Weeded Measures (i.e., with items deleted) Averaged Single Indicator
Structural Model Results with EFA Loadings and Var(X)(1 α) Measurement Error
Variances
Table I11 Weeded Measures (i.e., with items deleted) Averaged Single Indicator
Structural Model Results with Averaged (LISREL) Loadings and Averaged
Measurement Error Variances from Table I7
Appendix J SecondOrder Construct Example
Figure J SecondOrder Constructs
Appendix K Scenario Analysis Results Comparison
Table K1 Comparison of Scenario and Survey Data from a Common
Questionnaire Using Factor Analysis
Table K2 Comparison of Scenario and Field Survey Data from a Common
Questionnaire Using Regression
Appendix L Average Variance Extracted
Table L AVE and Reliability Estimates for the Appendix A Variables
T, U, V, W, and UxT., and the Appendix G Variables A, B, C, D, and E
Appendix M Nonrecursive Analysis Example
Figure M A Nonrecursive Model
Appendix N SecondOrder Interaction Specification
Table N1 Results for T as FirstOrder and UxT as Single Indicator with
Ping (1995) Specification
Table N2 Results for T as FirstOrder and UxT as Single Indicator with
Single Indicator Structural Equation Analysis Specification
Table N3 Results of T as 2nd Order and UxT with all 60 Kenny and
Judd Indicators
Table N4 Results of T as 2nd Order and UxT with 4 Arbitrary Kenny and
Judd Indicators
Table N5 Results of T as 2nd Order and UxT with 4 Different but Arbitrary
Kenny and Judd Indicators
Table N6 Results of T as 2nd Order and UxT with 4 Consistent Kenny and
Judd Indicators
Table N7 Results of T as 1st Order and UxT with all 15 Kenny and Judd
Indicators
Table N8 Results of T as 1st Order and UxT with 4 Arbitrary Kenny and
Judd Indicators
Table N9 Results of T as 1st Order and UxT with 4 Different but Arbitrary
Kenny and Judd Indicators
Table N10 Results of T as 1st Order and UxT with 4 Consistent Kenny and
Judd Indicators
Appendix O Unidimensionality and Consistency
Table O1a Full Measures (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O1b Full Measure for T (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O1c Full Measure for A (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O1d Full Measure for I (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O1e Full Measure for C (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O1f Full Measure for V (i.e., with no items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2a Weeded Measures (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2b Weeded Measure for T (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2c Weeded Measure for A (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2d Weeded Measure for I (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2e Weeded Measure for C (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O2f Weeded Measure for V (i.e., with items deleted) Maximum
Likelihood (Exploratory) Factor Analysis Results
Table O3 Abbreviated Measurement Model Results
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