Toward a hybrid assessment framework for adolescent borderline personality disorder: a mini review of personality functioning, digital biomarkers, and AI-supported assessment - Takeaways - MDSpire

Toward a hybrid assessment framework for adolescent borderline personality disorder: a mini review of personality functioning, digital biomarkers, and AI-supported assessment

  • By

  • Sara Močnik

  • Hojka Gregorič Kumperščak

  • July 8, 2026

  • 0 min

Share

  • 1

    Borderline personality disorder (BPD) is increasingly recognized in adolescents but remains underdetected and undertreated.

  • 2

    Diagnostic delays of five to seven years are common due to stigma, clinician hesitancy, and overlap with normative adolescent development.

  • 3

    Dimensional frameworks like DSM-5 AMPD and ICD-11 define personality pathology through impairments in levels of personality functioning.

  • 4

    Validated assessment tools for adolescents, such as LoPF-Q 12–18 and AIDA, are limited by their static nature and inability to capture rapid changes.

  • 5

    Digital phenotyping and AI may enhance assessments by providing continuous, context-sensitive indicators of personality functioning.

Original Source(s)

Toward a hybrid assessment framework for adolescent borderline personality disorder: a mini review of personality functioning, digital biomarkers, and AI-supported assessment

  • by Sara Močnik, Hojka Gregorič Kumperščak

  • July 8, 2026

Related Content

A systematic review and meta-analysis of diagnostic test accuracy of mental health screening tools applicable to adolescents in sub-Saharan Africa

Reimagining paediatric care: technology, trust, and the global movement for child-centred innovation

Risk of subsequent self-harm, suicide attempts and suicide following a first hospital-treated self-harm episode among young people: a population-based cohort study