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. 2022 Apr 29;6(4):e36043. doi: 10.2196/36043

Table 3.

Summary of factor loadings and fit statistics for the full and reduced models.


Full Reduced

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

Chi-square N/A 15.99 N/A <0.01

RMSEAd N/A 0.07 N/A <0.01

SRMRe N/A 0.41 N/A <0.01
Incremental fit

CFIf N/A 0.99 N/A >0.99

NNFIg N/A 0.98 N/A >0.99
Parsimonious fit, adjusted chi-square N/A 1.78 N/A 0.00
Reliability

Cronbach α .89 .88 .91 .90

Composite reliability (coefficient Ω) N/A 0.88 N/A 0.90

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.