Skip to main navigation Skip to search Skip to main content

Single-item measures in digital mental healthcare: a mini narrative review of challenges and opportunities

Lauren Staples*, Alana Fisher, Blake Dear, Olav Nielssen, Nickolai Titov

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

2 Downloads (Pure)

Abstract

Single-item measures (SIMs) are increasingly used by digital mental health services for assessment, outcome monitoring, and population-level surveillance. Their simplicity offers clear advantages, including good face validity, practical efficiency, and the potential to integrate across digital platforms. However, concerns persist regarding their reliability and suitability for complex psychological constructs. This mini narrative review synthesises recent literature examining the use of SIMs in mental healthcare over the past decade. A total of 31 articles underwent full-text review, and key themes were identified. Findings suggest that SIMs demonstrate acceptable validity for narrowly defined constructs and are valuable for large-scale screening and digital integration, though systematic validation across diverse populations is essential. These results suggest that SIMs should not replace comprehensive assessments, but they can complement integrated, person-centred models of measurement in digital mental healthcare.

Original languageEnglish
Article number1761107
Pages (from-to)1-9
Number of pages9
JournalFrontiers in Digital Health
Volume8
DOIs
Publication statusPublished - 2026

Bibliographical note

Copyright the Author(s) 2026. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.

Keywords

  • cultural differences
  • implementation
  • internet delivered therapy
  • measurement
  • mental health
  • outcome monitoring
  • person-centred care
  • psychometric validation

Fingerprint

Dive into the research topics of 'Single-item measures in digital mental healthcare: a mini narrative review of challenges and opportunities'. Together they form a unique fingerprint.

Cite this