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Fig 1.

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Table 1.

Descriptive statistics of Sample 1–3.

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Table 1 Expand

Table 2.

Mean scores, standard deviation, measures of distribution and the corrected item-total correlation for the 24-item social media fatigue scale based on Sample 1.

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Table 2 Expand

Fig 2.

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Fig 2 Expand

Table 3.

Summary of model fit indices for EFA.

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Table 3 Expand

Table 4.

Summary of model comparisons.

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Table 4 Expand

Table 5.

EFA factor loadings for the three-factor model of the 15-item SMFS.

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Table 5 Expand

Fig 3.

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Fig 3 Expand

Table 6.

Reliability of subscales and correlations between each dimension.

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Table 6 Expand

Table 7.

Descriptive statistics for the self-rated SMF score and the test of homogeneity of variance.

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Table 7 Expand

Table 8.

Regression analysis result.

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Table 8 Expand