Demographic, social, psychological, mental health, and academic correlates of problematic smartphone use among French psychology students - Scorecard - MDSpire

Demographic, social, psychological, mental health, and academic correlates of problematic smartphone use among French psychology students

  • By

  • Germano Vera Cruz

  • Clarice Da Rosa

  • Yasser Khazaal

  • July 3, 2026

  • 0 min

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Clinical Scorecard: Correlates of Problematic Smartphone Use in French Psychology Students: An Analysis of Demographic, Social, Psychological, Mental Health, and Academic Factors

At a Glance

CategoryDetail
ConditionProblematic Smartphone Use (PSU)
Key MechanismsImpulsivity, cognitive control, mental health
Target PopulationFrench psychology students
Care SettingUniversity environment

Key Highlights

  • Prevalence of PSU among psychology students estimated between 1.64% and 25%
  • Higher PSU scores observed in younger students, women, and bisexual participants
  • Impulsivity identified as the strongest predictor of PSU
  • Lower social support and higher neuroticism associated with higher PSU
  • Sleep difficulties and depressive mood partially mediate the SUF–PSU relationship

Guideline-Based Recommendations

Diagnosis

  • Assess PSU using standardized measures and consider sociodemographic factors.

Management

  • Focus on self-regulation, emotional coping, and context-specific smartphone use.

Monitoring & Follow-up

  • Regularly evaluate smartphone use behaviors and mental health indicators.

Risks

  • Monitor for signs of psychological distress and academic impairment related to PSU.

Patient & Prescribing Data

Psychology undergraduate and master's students in France

Interventions should address impulsivity and cognitive control.

Clinical Best Practices

  • Implement educational programs on the risks of excessive smartphone use.
  • Encourage the development of coping strategies for emotional regulation.
  • Promote awareness of the impact of smartphone use on academic performance.

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