TY - JOUR
T1 - Uncovering Latent Profiles of ICT Users and Its Relation to Technostress and Mental Health in an Adult Sample
T2 - Contributions of a Transdiagnostic Approach
AU - Rosa, Pedro J.
AU - Miranda, Inês P.
AU - Pascoal, Patrícia M.
N1 - Publisher Copyright:
© 2025 Taylor & Francis Group, LLC.
PY - 2025
Y1 - 2025
N2 - Technostress comprehends the adverse psychophysical effects due to the inability to cope with Information and Communication Technologies (ICT). The use of ICT has been associated with diverse psychopathological conditions. This exploratory and cross-sectional study with a convenience sample of 470 adults aims to understand the ICT user profiles considering technostress dimensions and examine how these are associated with mental health and transdiagnostic processes. A latent profile analysis revealed three distinct ICT user profiles: (a) The techno-functional; (b) The techno-strained; and (c) The techno-addicted. The last present clinical levels of anxiety and depression, suggesting they belong to a potentially vulnerable group, with higher levels of rumination, worry, and suppressed emotions, and supporting a transdiagnostic process-based approach to dysfunctional ICT interaction. This research enables a better understanding of how adults interact with ICT and highlights dysfunctional processes that may be relevant for technostress assessment and mental health interventions.
AB - Technostress comprehends the adverse psychophysical effects due to the inability to cope with Information and Communication Technologies (ICT). The use of ICT has been associated with diverse psychopathological conditions. This exploratory and cross-sectional study with a convenience sample of 470 adults aims to understand the ICT user profiles considering technostress dimensions and examine how these are associated with mental health and transdiagnostic processes. A latent profile analysis revealed three distinct ICT user profiles: (a) The techno-functional; (b) The techno-strained; and (c) The techno-addicted. The last present clinical levels of anxiety and depression, suggesting they belong to a potentially vulnerable group, with higher levels of rumination, worry, and suppressed emotions, and supporting a transdiagnostic process-based approach to dysfunctional ICT interaction. This research enables a better understanding of how adults interact with ICT and highlights dysfunctional processes that may be relevant for technostress assessment and mental health interventions.
KW - ICT users
KW - latent profile analysis
KW - mental health
KW - technostress
KW - transdiagnostic approach
UR - http://www.scopus.com/inward/record.url?scp=85214388085&partnerID=8YFLogxK
U2 - 10.1080/10447318.2024.2439637
DO - 10.1080/10447318.2024.2439637
M3 - Article
AN - SCOPUS:85214388085
SN - 1044-7318
JO - International Journal of Human-Computer Interaction
JF - International Journal of Human-Computer Interaction
ER -