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Appendix A- Interaction Specification Using a Single Product-of-Sums 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 x4 Deleted
Table E3- First Derivatives with x3 and x4 Deleted
Table E4- First Derivatives with x1, x3 and x4 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 α1/2 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 α1/2 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 α1/2 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 α1/2 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- Second-Order Construct Example
Figure J- Second-Order 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- Second-Order Interaction Specification
Table N1- Results for T as First-Order and UxT as Single Indicator with
Ping (1995) Specification
Table N2- Results for T as First-Order 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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