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. 2025 Aug 22;19:95. doi: 10.1186/s13034-025-00950-0

Table 2.

Phubbing framework: domains, themes, and definitions

Domain Theme Definition
Perceptions Roles of smartphone use in modern society and their social implications
Active danger Negative effects associated with smartphone use (e.g. bullying, echo chambers)
Distraction Neutral effects associated with smartphone use
Legitimate tool Positive effects associated with smartphone use (e.g. research, community)
Explanations Respondents’ conceptualizations of antecedents to phubbing behaviors
Person-centered The perception of phubbing behaviors as internally or externally manageable
Principle-centered How higher-order concepts (e.g. ethics, empathy) affect phubbing
Emotion-centered How specific emotions (FoMO, anxiety, boredom, etc.) affect phubbing

Economic/

Utilitarian

How perceived utility and risk/benefit analyses influence phubbing decisions
Consequences Specific outcomes of phubbing behavior (e.g. normalization, split attention)
Feelings Emotional effects of phubbing on phubbers and phubbees
Attention span and multitasking Effects on attention span and split attention
Socialization Further social effects following the rise of phubbing (e.g. normalization)
Clinical Effects of phubbing in the clinical environment
Recommendations Strategies to address phubbing and phone use trends as suggested by CAP fellows
Incremental Quantitative strategies to reduce exposure of children and adolescents to devices
Categorical Qualitative strategies to adjust how children and adolescents are exposed to and use devices