Intentional versus passive technology use patterns differentially predict attentional control and psychological well-being

Despite growing concerns about digital technology's impact on mental health, research has produced inconsistent findings, suggesting the relationship may depend more on how technology is used rather than how much. This study introduces and empirically evaluates the concept of "digital balance", defined as purposeful, goal-directed engagement with technology characterized by user agency, self-regulation, and awareness of usage boundaries, rather than passive, habitual consumption driven by external triggers or automatic behaviors. Unlike mere "intentional" use (which could describe any deliberate action to pick up a device), digital balance specifically emphasizes explicit goal-setting for engagement, conscious regulation of duration and timing, and alignment between technology use and personal values or priorities. This construct builds upon but is distinct from prior work on mindful technology use and active versus passive engagement by integrating self-regulatory and goal-alignment components within a unified framework. Using structural equation modeling with data from 842 adults (ages 18-65), we examined relationships between intentional versus passive technology use patterns across four digital domains (social media, entertainment, information seeking, and communication), attentional control, and psychological well-being. Results revealed that intentional technology use was positively associated with attentional control (β = 0.42, p < .001) and psychological well-being (β = 0.37, p < 0.001), while passive use showed negative associations with both constructs (β = -0.39, p < 0.001; β = -0.31, p < 0.001, respectively). Attentional control significantly mediated the relationship between technology use patterns and well-being. Importantly, these relationships remained significant after controlling for overall screen time, suggesting quality of engagement matters more than quantity. These findings advance theoretical understanding of healthy technology engagement and have implications for designing digital wellness interventions focused on intentional use rather than abstinence. This study was not preregistered; findings should therefore be interpreted as hypothesis-generating rather than confirmatory.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-03-04
DOI
https://doi.org/10.1038/s41598-026-40374-0
Primary Topic
Impact of Technology on Adolescents
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Intentional versus passive technology use patterns differentially predict attentional control and psychological well-being

Haiyan Wang, Lingjia Xu, Rui He
Scientific Reports
Impact of Technology on Adolescents
article

Intentional versus passive technology use patterns differentially predict attentional control and psychological well-being

Haiyan Wang, Lingjia Xu, Rui He
article en

Abstract

Despite growing concerns about digital technology's impact on mental health, research has produced inconsistent findings, suggesting the relationship may depend more on how technology is used rather than how much. This study introduces and empirically evaluates the concept of "digital balance", defined as purposeful, goal-directed engagement with technology characterized by user agency, self-regulation, and awareness of usage boundaries, rather than passive, habitual consumption driven by external triggers or automatic behaviors. Unlike mere "intentional" use (which could describe any deliberate action to pick up a device), digital balance specifically emphasizes explicit goal-setting for engagement, conscious regulation of duration and timing, and alignment between technology use and personal values or priorities. This construct builds upon but is distinct from prior work on mindful technology use and active versus passive engagement by integrating self-regulatory and goal-alignment components within a unified framework. Using structural equation modeling with data from 842 adults (ages 18-65), we examined relationships between intentional versus passive technology use patterns across four digital domains (social media, entertainment, information seeking, and communication), attentional control, and psychological well-being. Results revealed that intentional technology use was positively associated with attentional control (β = 0.42, p < .001) and psychological well-being (β = 0.37, p < 0.001), while passive use showed negative associations with both constructs (β = -0.39, p < 0.001; β = -0.31, p < 0.001, respectively). Attentional control significantly mediated the relationship between technology use patterns and well-being. Importantly, these relationships remained significant after controlling for overall screen time, suggesting quality of engagement matters more than quantity. These findings advance theoretical understanding of healthy technology engagement and have implications for designing digital wellness interventions focused on intentional use rather than abstinence. This study was not preregistered; findings should therefore be interpreted as hypothesis-generating rather than confirmatory.

Scientific Reports
Shaoxing University (CN), Shaoxing Second Hospital (CN)
Openalex Percentile: Top 41%
Impact of Technology on Adolescents
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.