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. 2021 Mar 8;12:642634. doi: 10.3389/fpsyt.2021.642634

Table 1.

Summary of the results from the Exploratory Factor Analysis (EFA) on the SDS 33 items obtained from Sample 1 (n = 501).

Items Factor Loadings Communalities
F1
(ω = 0.78)
(α = 0.84)
F2
(ω = 0.74)
(α = 0.80)
F3
(ω = 0.83)
(α = 0.74)
F4
(ω = 0.63)
(α = 0.75)
Initial Extraction
Factor 1: Attention Impulsiveness (F1)
Dis2: I get distracted by my phone apps 0.796 0.488 0.532
Dis1: I get distracted by my phone notifications 0.735 0.509 0.605
Dis3: I get distracted by just having my phone next to me 0.720 0.485 0.560
Dis4: I get distracted by my phone even when my full attention is required on other tasks 0.622 0.531 0.575
Factor 2: Emotion Regulation (F2)
Dis30: Using my phone distracts me from tasks that are tedious or difficult 0.782 0.497 0.620
Dis27: Using my phone distracts me from doing unpleasant things 0.688 0.374 0.433
Dis28: Using my phone distracts me from negative or unpleasant thoughts 0.637 0.347 0.395
Dis31: Using my phone distracts me when I'm under pressure 0.634 0.405 0.445
Factor 3: Online Vigilance (F3)
Dis16: I get distracted with what I could post while doing other tasks 0.690 0.386 0.488
Dis7: I get anxious if I don't check messages immediately on my phone 0.643 0.369 0.416
Dis13: I think a lot about checking my phone when I can't access it 0.641 0.455 0.516
Dis17: I get distracted thinking how many likes and comments I will get while doing other tasks 0.553 0.311 0.342
Factor 4: Multitasking (F4)
Dis25: I often talk to others while checking what's on my phone 0.736 0.318 0.545
Dis24: I often walk and use my phone at the same time 0.467 0.268 0.352
Dis21: I can easily follow conversations while using my phone 0.406 0.201 0.310
Dis19: I use several applications on my phone while working 0.334 0.363 0.418

Percentage of the Total Variance Explained =59.62%. Four factors were extracted from the EFA after 6 iterations.

Removed items from each subscale due to low loadings:

F1: Dis5, Dis6.

F2: Dis26, Dis29,Dis32, Dis33.

F3: Dis8, Dis9, Dis10, Dis11, Dis12, Dis14, Dis15, Dis18.

F4: Dis20,Dis22,Dis23.

SDS, Smartphone Distraction Scale; ω, McDonald's Omega; α, Cronbach's Alpha; Dis, Items (i.e., Dis1, Dis2); F1, Factor 1; F2, Factor 2; F3, Factor 3; F4, Factor 4.