A qualitative approach to extract diagnostic patterns of cognitive impairment in Parkinson's disease

A Journey Eubank1, Abhilash Thatikala2, Maryam Y Garza3

  • 1Department of Biomedical Informatics at the University of Arkansas for Medical Sciences (UAMS), 4301 W. Markham, Slot 568, Little Rock, AR, 72205, USA. ajeubank@uams.edu.

Scientific Reports
|July 16, 2026
PubMed

Insights

This study explored how clinicians assess cognitive health in Parkinson's disease (PD) patients using the Montreal Cognitive Assessment (MoCA). It identified key performance patterns clinicians use, offering insights for improved PD-MCI detection.

Area of Science:

  • Neuroscience
  • Gerontology
  • Clinical Psychology

Background:

  • Parkinson's disease (PD) is a leading age-related neurodegenerative disorder.
  • Cognitive impairment, specifically mild cognitive impairment (PD-MCI), is common in PD.
  • The Montreal Cognitive Assessment (MoCA) is the primary screening tool for PD-MCI.

Purpose of the Study:

  • To understand how clinicians interpret patient performance on the MoCA in real-world settings.
  • To identify specific patterns clinicians use to assess cognitive health in individuals with PD.
  • To provide a foundation for tailoring the MoCA for better PD-MCI detection.

Main Methods:

  • Qualitative descriptive approach using retrospective data from nine PD patients (PD-MCI to PD-Dementia).
  • Semi-structured interviews with six clinical professionals using patient assessments.
  • Consensus-based coding by three coders to identify clinically meaningful patterns.

Main Results:

  • Identified three clinically significant patterns derived from MoCA performance, patient data, and assessment relationships.
  • Highlighted features clinicians emphasize for cognitive health assessment in PD.
  • Revealed how clinical expertise complements standardized MoCA scoring.

Conclusions:

  • Clinician's interpretation of MoCA performance involves recognizing subtle patterns beyond standardized scores.
  • Understanding these patterns offers deeper insights into cognitive health assessment in PD.
  • This research can inform the development of more sensitive MoCA-based tools for PD-MCI.

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