Table 3.
Summary of factor loadings and fit statistics for the full and reduced models.
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Full | Reduced | ||||||||
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EFAa | CFAb | EFA | CFA | ||||||
| I can use applications/programs (such as Zoom) on my cell phone, computer, or another electronic device on my own (without asking for help from someone else) | 0.96 | 0.95 | 0.96 | 0.94 | ||||||
| I can set up a video chat using my cell phone, computer, or another electronic device on my own (without asking for help from someone else) | 0.89 | 0.81 | 0.89 | 0.82 | ||||||
| I can solve or figure out how to solve basic technical issues on my own (without asking for help from someone else) | 0.81 | 0.84 | 0.80 | 0.85 | ||||||
| I can install applications/programs (such as Zoom) on my cellphone, computer, or another electronic device on my own (without asking for help from someone else) | 0.93 | 0.93 | N/Ac | N/A | ||||||
| If you encounter a technical issue while using your cell phone, computer, or another electronic device, what do you do first? | 0.52 | 0.42 | N/A | N/A | ||||||
| How often do you need someone (like your child/children) to help you with using your digital devices? | 0.45 | 0.38 | N/A | N/A | ||||||
| Absolute fit | ||||||||||
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Chi-square | N/A | 15.99 | N/A | <0.01 | |||||
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RMSEAd | N/A | 0.07 | N/A | <0.01 | |||||
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SRMRe | N/A | 0.41 | N/A | <0.01 | |||||
| Incremental fit | ||||||||||
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CFIf | N/A | 0.99 | N/A | >0.99 | |||||
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NNFIg | N/A | 0.98 | N/A | >0.99 | |||||
| Parsimonious fit, adjusted chi-square | N/A | 1.78 | N/A | 0.00 | ||||||
| Reliability | ||||||||||
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Cronbach α | .89 | .88 | .91 | .90 | |||||
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Composite reliability (coefficient Ω) | N/A | 0.88 | N/A | 0.90 | |||||
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Variance explained (EFA); average variance explained (CFA) | 0.62 | 0.62 | 0.78 | 0.75 | |||||
aEFA: exploratory factor analysis.
bCFA: confirmatory factor analysis.
cN/A: not applicable.
dRMSEA: root mean square error of approximation.
eSRMR: standardized root mean square residual.
fCFI: comparative fit index.
gNNFI: nonnormed fit index.