Psychometric evaluation and calibration of health-related quality of life item banks - Plans for the patient-reported outcomes measurement information system (PROMIS)

被引:1223
作者
Reeve, Bryce B.
Hays, Ron D.
Bjorner, Jakob B.
Cook, Karon F.
Crane, Paul K.
Teresi, Jeanne A.
Thissen, David
Revicki, Dennis A.
Weiss, David J.
Hambleton, Ronald K.
Liu, Honghu
Gershon, Richard
Reise, Steven P.
Lai, Jin-shei
Cella, David
机构
[1] NCI, Outcomes Res Branch, NIH, EPN 4005, Bethesda, MD 20892 USA
[2] Univ Calif Los Angeles, Div Gen Internal Med & Hlth Serv Res, Los Angeles, CA USA
[3] QualityMetric Inc, Lincoln, RI USA
[4] Hlth Assessment Lab, Waltham, MA USA
[5] Univ Washington, Seattle, WA 98195 USA
[6] Columbia Univ, Stroud Ctr, New York, NY 10027 USA
[7] New York State Psychiat Inst & Hosp, New York, NY 10032 USA
[8] Hebrew Home Aged, Div Res, New York, NY USA
[9] Univ N Carolina, Dept Psychol, Chapel Hill, NC 27515 USA
[10] Uniteb BioSource Corp, Ctr Hlth Outcomes Res, Bethesda, MD USA
[11] Univ Minnesota, Dept Psychol, Minneapolis, MN 55455 USA
[12] Univ Massachusetts, Ctr Educ Assessment, Amherst, MA 01003 USA
[13] Northwestern Univ, Feinberg Sch Med, Evanston, IL 60208 USA
[14] Evanston Northwestern Healthcare, Evanston, IL 60208 USA
关键词
item response theory; unidimensionality; model fit; differential item functioning; computerized adaptive testing; RESPONSE THEORY; ADAPTIVE TEST; PERFORMANCE; FIT; UNIDIMENSIONALITY; SIMULATION; DEPENDENCE; INDEXES; MODEL; POOL;
D O I
10.1097/01.mlr.0000250483.85507.04
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: The construction and evaluation of item banks to measure unidimensional constructs of health-related quality of life (HRQOL) is a fundamental objective of the Patient-Reported Outcomes Measurement Information System (PROMIS) project. Objectives: Item banks will be used as the foundation for developing short-form instruments and enabling computerized adaptive testing. The PROMIS Steering Committee selected 5 HRQOL domains for initial focus: physical functioning, fatigue, pain, emotional distress, and social role participation. This report provides an overview of the methods used in the PROMIS item analyses and proposed calibration of item banks. Analyses: Analyses include evaluation of data quality (eg, logic and range checking, spread of response distribution within an item), descriptive statistics (eg, frequencies, means), item response theory model assumptions (unidimensionality, local independence, monotonicity), model fit, differential item functioning, and item calibration for banking. Recommendations: Summarized are key analytic issues; recommendations are provided for future evaluations of item banks in HRQOL assessment.
引用
收藏
页码:S22 / S31
页数:10
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