Health and Quality of Life Outcomes

Background: Modern psychometric methods based on item response theory (IRT) can be used to develop adaptive measures of health-related quality of life (HRQL). Adaptive assessment requires an item bank for each domain of HRQL. The purpose of this study was to develop item banks for five domains of HRQL relevant to arthritis. Methods: About 1,400 items were drawn from published questionnaires or developed from focus groups and individual interviews and classified into 19 domains of HRQL. We selected the following 5 domains relevant to arthritis and related conditions: Daily Activities, Walking, Handling Objects, Pain or Discomfort, and Feelings. Based on conceptual criteria and pilot testing, 219 items were selected for further testing. A questionnaire was mailed to patients from two hospital-based clinics and a stratified random community sample. Dimensionality of the domains was assessed through factor analysis. Items were analyzed with the Generalized Partial Credit Model as implemented in Parscale. We used graphical methods and a chi-square test to assess item fit. Differential item functioning was investigated using logistic regression. Results: Data were obtained from 888 individuals with arthritis. The five domains were sufficiently unidimensional for an IRT-based analysis. Thirty-one items were deleted due to lack of fit or differential item functioning. Daily Activities had the narrowest range for the item location parameter (-2.24 to 0.55) and Handling Objects had the widest range (-1.70 to 2.27). The mean (median) slope parameter for the items ranged from 1.15 (1.07) in Feelings to 1.73 (1.75) in Walking. The final item banks are comprised of 31–45 items each. Conclusion: We have developed IRT-based item banks to measure HRQL in 5 domains relevant to arthritis. The items in the final item banks provide adequate psychometric information for a wide range of functional levels in each domain. Published: 02 June 2006 Health and Quality of Life Outcomes 2006, 4:33 doi:10.1186/1477-7525-4-33 Received: 08 April 2006 Accepted: 02 June 2006 This article is available from: http://www.hqlo.com/content/4/1/33 © 2006 Kopec et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

[1]  Douglas E. Simkiss The International Classification of Functioning Disability and Health. , 2007, Journal of tropical pediatrics.

[2]  Otto B. Walter,et al.  Development of a Computer-adaptive Test for Depression (D-CAT) , 2005, Quality of Life Research.

[3]  J F Fries,et al.  The promise of PROMIS: using item response theory to improve assessment of patient-reported outcomes. , 2005, Clinical and experimental rheumatology.

[4]  J. V. Von Roenn,et al.  An item response theory-based pain item bank can enhance measurement precision. , 2005, Journal of pain and symptom management.

[5]  J. V. Von Roenn,et al.  An item bank was created to improve the measurement of cancer-related fatigue. , 2005, Journal of clinical epidemiology.

[6]  Gerald van Belle,et al.  Test bias in a cognitive test: differential item functioning in the CASI , 2004, Statistics in medicine.

[7]  M. Kosinski,et al.  Calibration of an item pool for assessing the burden of headaches: An application of item response theory to the Headache Impact Test (HIT™) , 2003, Quality of Life Research.

[8]  A. Dowson,et al.  Applications of computerized adaptive testing (CAT) to the assessment of headache impact , 2003, Quality of Life Research.

[9]  T. B. Üstün,et al.  The International Classification of Functioning, Disability and Health: a new tool for understanding disability and health , 2003, Disability and rehabilitation.

[10]  D. Feeny,et al.  The Health Utilities Index (HUI®) system for assessing health-related quality of life in clinical studies , 2001, Annals of medicine.

[11]  RON D. HAYS,et al.  Item Response Theory and Health Outcomes Measurement in the 21st Century , 2000, Medical care.

[12]  Howard Wainer,et al.  Computerized Adaptive Testing: A Primer , 2000 .

[13]  F. Wolfe,et al.  Toward a multidimensional Health Assessment Questionnaire (MDHAQ): assessment of advanced activities of daily living and psychological status in the patient-friendly health assessment questionnaire format. , 1999, Arthritis and rheumatism.

[14]  L. Lindamer Measuring Health: A Guide to Rating Scales and Questionnaires, 2nd Edition , 1998 .

[15]  R. Swinson,et al.  The State-Trait Anxiety Inventory, Trait version: structure and content re-examined. , 1998, Behaviour research and therapy.

[16]  R. Hayward,et al.  Reliability and validity testing of the Michigan Hand Outcomes Questionnaire. , 1998, The Journal of hand surgery.

[17]  C. McHorney,et al.  Generic Health Measurement: Past Accomplishments and a Measurement Paradigm for the 21st Century , 1997, Annals of Internal Medicine.

[18]  D. V. D. Heijde,et al.  The reliability and construct validity of the RAQoL: a rheumatoid arthritis-specific quality of life instrument. , 1997, British journal of rheumatology.

[19]  J. Pater Quality of life and pharmacoeconomics in clinical trials , 1996 .

[20]  M. Liang,et al.  The North American Spine Society Lumbar Spine Outcome Assessment Instrument: Reliability and Validity Tests , 1996, Spine.

[21]  Diane P. Martin,et al.  Development of a musculoskeletal extremity health status instrument: The musculoskeletal function assessment instrument , 1996, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[22]  Fritz Drasgow,et al.  Fitting Polytomous Item Response Theory Models to Multiple-Choice Tests , 1995 .

[23]  E. Spangfort,et al.  The Disability Rating Index: an instrument for the assessment of disability in clinical settings. , 1994, Journal of clinical epidemiology.

[24]  A. Garratt,et al.  Developing a Valid and Reliable Measure of Health Outcome for Patients With Low Back Pain , 1994, Spine.

[25]  D. Cella,et al.  Quality of life: concepts and definition. , 1994, Journal of pain and symptom management.

[26]  D. Osoba,et al.  The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. , 1993, Journal of the National Cancer Institute.

[27]  D. Tulsky,et al.  The Functional Assessment of Cancer Therapy scale: development and validation of the general measure. , 1993, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[28]  E. Muraki A GENERALIZED PARTIAL CREDIT MODEL: APPLICATION OF AN EM ALGORITHM , 1992 .

[29]  C. Sherbourne,et al.  The MOS 36-Item Short-Form Health Survey (SF-36) , 1992 .

[30]  N. Nagelkerke,et al.  A note on a general definition of the coefficient of determination , 1991 .

[31]  George B. Macready,et al.  The Use of Loglinear Models for Assessing Differential Item Functioning Across Manifest and Latent Examinee Groups , 1990 .

[32]  K. A. Johnston,et al.  Quality of life bibliography and indexes. , 1990, Medical care.

[33]  H. Swaminathan,et al.  Detecting Differential Item Functioning Using Logistic Regression Procedures , 1990 .

[34]  J. de Haes,et al.  Measuring psychological and physical distress in cancer patients: structure and application of the Rotterdam Symptom Checklist. , 1990, British Journal of Cancer.

[35]  R. Heinrich,et al.  Development of a comprehensive quality of life measurement tool: CARES. , 1990, Oncology.

[36]  C. Goldsmith,et al.  Validation study of WOMAC: a health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee. , 1988, The Journal of rheumatology.

[37]  J. Anderson,et al.  A model of health status for rheumatoid arthritis. A factor analysis of the Arthritis Impact Measurement Scales. , 1988, Arthritis and rheumatism.

[38]  C A Pollard,et al.  The Pain Disability Index: psychometric and validity data. , 1987, Archives of physical medicine and rehabilitation.

[39]  P Tugwell,et al.  The MACTAR Patient Preference Disability Questionnaire--an individualized functional priority approach for assessing improvement in physical disability in clinical trials in rheumatoid arthritis. , 1987, The Journal of rheumatology.

[40]  Huston Gj,et al.  The Hospital Anxiety and Depression Scale. , 1987, The Journal of rheumatology.

[41]  John Hattie,et al.  Methodology Review: Assessing Unidimensionality of Tests and ltenls , 1985 .

[42]  A McMurray,et al.  Measuring the quality of life of cancer patients: the Functional Living Index-Cancer: development and validation. , 1984, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[43]  L. Chambers,et al.  The McMaster Health Index Questionnaire as a measure of quality of life for patients with rheumatoid disease. , 1982, The Journal of rheumatology.

[44]  M. Bergner,et al.  The Sickness Impact Profile: Development and Final Revision of a Health Status Measure , 1981, Medical care.

[45]  E M Backett,et al.  A quantitative approach to perceived health status: a validation study. , 1980, Journal of epidemiology and community health.

[46]  J C Fairbank,et al.  The Oswestry low back pain disability questionnaire. , 1980, Physiotherapy.

[47]  D. Goldberg,et al.  A scaled version of the General Health Questionnaire , 1979, Psychological Medicine.

[48]  R. Cattell The Scree Test For The Number Of Factors. , 1966, Multivariate behavioral research.

[49]  A. Beck,et al.  An inventory for measuring depression. , 1961, Archives of general psychiatry.

[50]  John B. Carroll,et al.  The effect of difficulty and chance success on correlations between items or between tests , 1945 .

[51]  J. V. Von Roenn,et al.  Expansion of a physical function item bank and development of an abbreviated form for clinical research. , 2006, Journal of applied measurement.

[52]  E. Muraki A Generalized Partial Credit Model , 1997 .

[53]  P. Bordnick,et al.  Measuring Health: A Guide to Rating Scales and Questionnaires (2nd ed.). , 1997 .

[54]  C. Bombardier,et al.  Development of an upper extremity outcome measure: the DASH (disabilities of the arm, shoulder and hand) [corrected]. The Upper Extremity Collaborative Group (UECG) , 1996, American journal of industrial medicine.

[55]  A. Kasuya EuroQol--a new facility for the measurement of health-related quality of life. , 1990, Health policy.

[56]  P. Gertman,et al.  Measuring health status in arthritis. The arthritis impact measurement scales. , 1980, Arthritis and rheumatism.

[57]  H. Holman,et al.  Measurement of patient outcome in arthritis. , 1980, Arthritis and rheumatism.

[58]  M. Lorr,et al.  Manual for the Profile of Mood States , 1971 .

[59]  W. Zung A SELF-RATING DEPRESSION SCALE. , 1965, Archives of general psychiatry.

[60]  T. A. Ryan,et al.  Multiple comparisons in psychological research. , 1959, Psychological bulletin.

[61]  L. Radloff The CES-D Scale: A Self-Report Depression Scale for Research in the General Population — Source link , 2022 .