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Table 1.

Fit indices for sample 1 initial CFA.

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Table 2.

Factor Loadings for Initial CFA.

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Table 3.

Fit indices for sample 1 CFAs with updated items.

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Table 4.

Factor loadings for the second CFA of study 1.

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Table 5.

DOI Measure Descriptive Statistics Study 2.

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Table 6.

Fit indices for sample 2 CFAs.

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Table 7.

Factor Loadings for second study CFAs.

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Table 8.

Correlations between factors sample 2.

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Table 9.

Study 2: Linear Regression Predicting Use of Four Software-Based Innovations by Diffusion of Innovations (DOI) Characteristics.

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Table 10.

Correlations between DOI Characteristics and Algorithm Awareness.

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Table 11.

DOI Measure Descriptive Statistics Study 3.

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Table 12.

Factor Loadings for Study 3 CFAs.

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Table 13.

Fit indices for sample 3 CFAs.

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Table 14.

Study 3: Correlations Between Factors.

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Table 15.

Study 3: Results of Linear Regression Where Each DOI Characteristic Was Used to Predict the Use of Each of the Four Software-Based Innovations.

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Table 16.

Study 3: Correlations between DOI Characteristics and Algorithm Awareness.

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Table 17.

Final Questions.

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