Efficiency of static and computer adaptive short forms compared to full-length measures of depressive symptoms

Qual Life Res. 2010 Feb;19(1):125-36. doi: 10.1007/s11136-009-9560-5. Epub 2009 Nov 26.

Abstract

Purpose: Short-form patient-reported outcome measures are popular because they minimize patient burden. We assessed the efficiency of static short forms and computer adaptive testing (CAT) using data from the Patient-Reported Outcomes Measurement Information System (PROMIS) project.

Methods: We evaluated the 28-item PROMIS depressive symptoms bank. We used post hoc simulations based on the PROMIS calibration sample to compare several short-form selection strategies and the PROMIS CAT to the total item bank score.

Results: Compared with full-bank scores, all short forms and CAT produced highly correlated scores, but CAT outperformed each static short form in almost all criteria. However, short-form selection strategies performed only marginally worse than CAT. The performance gap observed in static forms was reduced by using a two-stage branching test format.

Conclusions: Using several polytomous items in a calibrated unidimensional bank to measure depressive symptoms yielded a CAT that provided marginally superior efficiency compared to static short forms. The efficiency of a two-stage semi-adaptive testing strategy was so close to CAT that it warrants further consideration and study.

Publication types

  • Comparative Study
  • Evaluation Study
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Calibration
  • Computer Simulation*
  • Depression / diagnosis*
  • Diagnosis, Computer-Assisted / methods*
  • Disability Evaluation*
  • Humans
  • Models, Psychological
  • Predictive Value of Tests
  • Psychometrics / methods
  • Reproducibility of Results
  • Surveys and Questionnaires