Literature DB >> 16183012

An item response theory-based pain item bank can enhance measurement precision.

Jin-Shei Lai1, Kelly Dineen, Bryce B Reeve, Jamie Von Roenn, Daniel Shervin, Michael McGuire, Rita K Bode, Judith Paice, David Cella.   

Abstract

Cancer-related pain is often under-recognized and undertreated. This is partly due to the lack of appropriate assessments, which need to be comprehensive and precise yet easily integrated into clinics. Computerized adaptive testing (CAT) can enable precise-yet-brief assessments by only selecting the most informative items from a calibrated item bank. The purpose of this study was to create such a bank. The sample included 400 cancer patients who were asked to complete 61 pain-related items. Data were analyzed using factor analysis and the Rasch model. The final bank consisted of 43 items which satisfied the measurement requirement of factor analysis and the Rasch model, demonstrated high internal consistency and reasonable item-total correlations, and discriminated patients with differing degrees of pain. We conclude that this bank demonstrates good psychometric properties, is sensitive to pain reported by patients, and can be used as the foundation for a CAT pain-testing platform for use in clinical practice.

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Year:  2005        PMID: 16183012     DOI: 10.1016/j.jpainsymman.2005.03.009

Source DB:  PubMed          Journal:  J Pain Symptom Manage        ISSN: 0885-3924            Impact factor:   3.612


  15 in total

1.  Occurrences and sources of Differential Item Functioning (DIF) in patient-reported outcome measures: Description of DIF methods, and review of measures of depression, quality of life and general health.

Authors:  Jeanne A Teresi; Mildred Ramirez; Jin-Shei Lai; Stephanie Silver
Journal:  Psychol Sci Q       Date:  2008

2.  Classical test theory and item response theory/Rasch model to assess differences between patient-reported fatigue using 7-day and 4-week recall periods.

Authors:  Jin-Shei Lai; Karon Cook; Arthur Stone; Jennifer Beaumont; David Cella
Journal:  J Clin Epidemiol       Date:  2009-02-12       Impact factor: 6.437

3.  Development and validation of a computer adaptive test for measuring dyspnea in heart failure.

Authors:  Bernice Ruo; Seung W Choi; David W Baker; Kathleen L Grady; David Cella
Journal:  J Card Fail       Date:  2010-04-08       Impact factor: 5.712

4.  Development of a paper-and-pencil semi-adaptive questionnaire for 5 domains of health-related quality of life (PAT-5D-QOL).

Authors:  Jacek A Kopec; Eric C Sayre; Aileen M Davis; Elizabeth M Badley; Michal Abrahamowicz; Jacques Pouchot; Lesley Sherlock; John M Esdaile
Journal:  Qual Life Res       Date:  2013-05-08       Impact factor: 4.147

5.  The future of outcomes measurement: item banking, tailored short-forms, and computerized adaptive assessment.

Authors:  David Cella; Richard Gershon; Jin-Shei Lai; Seung Choi
Journal:  Qual Life Res       Date:  2007-03-31       Impact factor: 4.147

6.  Evaluation of an online platform for cancer patient self-reporting of chemotherapy toxicities.

Authors:  Ethan Basch; David Artz; Alexia Iasonos; John Speakman; Kevin Shannon; Kai Lin; Charmaine Pun; Henry Yong; Paul Fearn; Allison Barz; Howard I Scher; Mary McCabe; Deborah Schrag
Journal:  J Am Med Inform Assoc       Date:  2007-02-28       Impact factor: 4.497

7.  Pain assessment using the NIH Toolbox.

Authors:  Karon F Cook; Winnie Dunn; James W Griffith; M Tracy Morrison; Jennifer Tanquary; Dory Sabata; David Victorson; Leeanne M Carey; Joy C Macdermid; Brian J Dudgeon; Richard C Gershon
Journal:  Neurology       Date:  2013-03-12       Impact factor: 9.910

8.  Linking pain items from two studies onto a common scale using item response theory.

Authors:  Wen-Hung Chen; Dennis A Revicki; Jin-Shei Lai; Karon F Cook; Dagmar Amtmann
Journal:  J Pain Symptom Manage       Date:  2009-07-03       Impact factor: 3.612

9.  Evaluating the dimensionality of perceived cognitive function.

Authors:  Jin-Shei Lai; Zeeshan Butt; Lynne Wagner; Jerry J Sweet; Jennifer L Beaumont; Janette Vardy; Paul B Jacobsen; Pamela J Shapiro; Sheri R Jacobs; David Cella
Journal:  J Pain Symptom Manage       Date:  2009-06       Impact factor: 3.612

10.  The Patient-Reported Outcomes Measurement Information System (PROMIS): progress of an NIH Roadmap cooperative group during its first two years.

Authors:  David Cella; Susan Yount; Nan Rothrock; Richard Gershon; Karon Cook; Bryce Reeve; Deborah Ader; James F Fries; Bonnie Bruce; Mattias Rose
Journal:  Med Care       Date:  2007-05       Impact factor: 2.983

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