Cross-sectional study2021Open access

A test of the pathway model of problematic smartphone use

Canale N, Moretta T, Pancani L, Buodo G, Vieno A, Dalmaso M, Billieux J

Journal of behavioral addictions · 23 citations

How it was studied

Design
Cross-sectional study (indexed by PubMed)
Studied in
People
Main outcome
Health markers and function

Who paid for it

Funding
Independent funding
University or hospital
Università degli Studi di Padova

Based on 1 listed funder(s) and full-text disclosure statement.

Publication

Published
2021-02-09 · J Behav Addict · vol. 10 · issue 1 · pp. 181–193
Publisher
Akadémiai Kiadó
Cited
60 citations · more than 99% of similar papers · 14.4× the field average
Impact
Top 10% most cited in its field
References
92 works
Access
Open access (journal) · CC-BY-NC
Research areas
Impact of Technology on Adolescents · Workaholism, burnout, and well-being · Behavioral Health and Interventions
Keywords
smartphone addiction, pathway models, negative urgency, behavioral inhibition system, social anxiety, primary psychopathy, undergraduate students
MeSH
humans, bayes theorem, cross-sectional studies, personality, psychopathology, models, psychological, adult, female, male, young adult, internet addiction disorder

7 authors

From IT, CH

  • Natale Canale · correspondingUniversity of Padua
  • Tania MorettaUniversity of Padua
  • Luca PancaniUniversity of Milano-Bicocca
  • Giulia BuodoUniversity of Padua
  • Alessio VienoUniversity of Padua
  • Mario DalmasoUniversity of Padua

Abstract

Background and aims

Problematic smartphone use (PSU) has been described as a growing public health issue. In the current study, we aimed to provide a unique and comprehensive test of the pathway model of PSU. This model posits three distinct developmental pathways leading to PSU: (1) the excessive reassurance pathway, (2) the impulsive pathway and (3) the extraversion pathway.

Methods

Undergraduate students (n = 795, 69.8% female, mean age = 23.80 years, sd = 3.02) completed online self-report measures of PSU (addictive use, antisocial use and dangerous use) and the psychological features (personality traits and psychopathological symptoms) underlying the three pathways.

Results

Bayesian analyses revealed that addictive use is mainly driven by the excessive reassurance pathway and the impulsive pathway, for which candidate etiopathological factors include heightened negative urgency, a hyperactive behavioural inhibition system and symptoms of social anxiety. Dangerous and antisocial use are mainly driven by the impulsive pathway and the extraversion pathway, for which candidate etiopathological factors include specific impulsivity components (lack of premeditation and sensation seeking) and primary psychopathy (inclination to lie, lack of remorse, callousness and manipulativeness).

Discussion and conclusions

The present study constitutes the first comprehensive test of the pathway model of PSU. We provide robust and original results regarding the psychological dimensions associated with each of the postulated pathways of PSU, which should be taken into account when considering regulation of smartphone use or tailoring prevention protocols to reduce problematic usage patterns.

Abstract via Europe PMC. Copyright remains with the authors or publisher (CC BY-NC).

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