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Table 1.

Characteristics of the study participants.

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Table 2.

Ten items of smartphone addiction scale—Short version and mean scores in this study.

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Fig 1.

Regularized partial correlation network of smartphone addiction scale short-version in university and college students in Japan (n = 478).

Green lines indicate a positive association. Line thickness reflects the strength of association, controlling for all other symptom nodes in the network. SA: Smartphone Addiction Scale–Short version item SA1: Missing planned work due to smartphone use, SA2: Having a hard time concentrating in class, while doing assignments, or while working due to smartphone use, SA3: Feeling pain in the wrists or at the back of the neck while using a smartphone, SA4: Won’t be able to stand not having a smartphone, SA5: Feeling impatient and fretful when I am not holding my smartphone, SA6: Having my smartphone on my mind even when I am not using it, SA7: I will never give up using my smartphone even when my daily life is already greatly affected by it, SA8: Constantly checking my smartphone so as not to miss conversations between other people on Twitter or Facebook, SA9: Using my smartphone longer than I had intended, SA10: The people around me tell me that I use my smartphone too much.

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Fig 2.

Network centrality.

Values presented as standardized Z-scores, with higher scores indicative of greater influence within the overall network. SA: Smartphone Addiction Scale—Short version item.

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