Item response theory, computerized adaptive testing, and promis: Assessment of physical function

James F. Fries, James Witter, Matthias Rose, David Cella*, Dinesh Khanna, Esi Morgan-DeWitt

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

83 Scopus citations

Abstract

Objective. Patient-reported outcome (PRO) questionnaires record health information directly from research participants because observers may not accurately represent the patient perspective. Patient-reported Outcomes Measurement Information System (PROMIS) is a US National Institutes of Health cooperative group charged with bringing PRO to a new level of precision and standardization across diseases by item development and use of item response theory (IRT). Methods. With IRT methods, improved items are calibrated on an underlying concept to form an item bank for a domain such as physical function (PF). The most informative items can be combined to construct efficient instruments such as 10-item or 20-item PF static forms. Each item is calibrated on the basis of the probability that a given person will respond at a given level, and the ability of the item to discriminate people from one another. Tailored forms may cover any desired level of the domain being measured. Computerized adaptive testing (CAT) selects the best items to sharpen the estimate of a person's functional ability, based on prior responses to earlier questions. PROMIS item banks have been improved with experience from several thousand items, and are calibrated on over 21,000 respondents. Results. In areas tested to date, PROMIS PF instruments are superior or equal to Health Assessment Questionnaire and Medical Outcome Study Short Form-36 Survey legacy instruments in clarity, translatability, patient importance, reliability, and sensitivity to change. Conclusion. Precise measures, such as PROMIS, efficiently incorporate patient self-report of health into research, potentially reducing research cost by lowering sample size requirements. The advent of routine IRT applications has the potential to transform PRO measurement. The Journal of Rheumatology

Original languageEnglish (US)
Pages (from-to)153-158
Number of pages6
JournalJournal of Rheumatology
Volume41
Issue number1
DOIs
StatePublished - Jan 2014

Keywords

  • Computerized adaptive testing
  • Disability
  • Item response theory
  • Physical function
  • Promis

ASJC Scopus subject areas

  • Rheumatology
  • Immunology and Allergy
  • Immunology

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