Patient-reported outcomes : measurement, implementation and interpretation /: measurement, implementation and interpretation. (2014)

• Record Type: Book
• Further Information: Note: Joseph C. Cappelleri, Kelly H. Zou, Andrew G. Bushmakin, Jose Ma. J. Alvir, Demissie Alemayehu, Tara Symonds.
• Authors: Cappelleri, Joseph C; Zou, Kelly H; Bushmakin, Andrew G; Alvir, Jose Ma. J; Alemayehu, Demissie; Symonds, Tara
• Contents: Introduction ; Patient-Reported Outcomes in Perspective; Patient-Reported Outcomes in Clinical Research; Terms and Definitions; Measurement Scales; Psychometrics vs Clinimetrics; Selection of a PRO Questionnaire Development of a Patient-Reported Outcome ; Population; Item Generation; Item Wording; Cognitive Interviews Validity ; Content Validity; Construct Validity; Simulated Example Using SAS: Convergent and Divergent Validity; Factors Affecting Response Reliability ; Intraclass Correlation Coefficient for Continuous Variables; ICC Example; ICC Simulated Example; ICC in Context; Bland and Altman Plot for Continuous Variables; Simple Kappa and Weighted Kappa Coefficients for Categorical Variables; Internal Consistency Reliability: Cronbach’s Alpha Coefficient; Simulated Example of Cronbach’s Alpha Exploratory and Confirmatory Factor Analyses ; Exploratory Factor Analysis; Confirmatory Factor Analysis; Causal Indicators vs Effect Indicators; Simulated Examples Using SAS: Exploratory Factor Analysis; Simulated Examples Using SAS: Confirmatory Factor Analysis; Real-Life Examples Item Response Theory ; Classical Test Theory Revisited; Assumptions of IRT; Item Characteristic Curves; Item Information; Item Fit and Person Fit; Differential Item Functioning; Sample Size; Example; Example: Rasch Model Implementation Cross-Sectional Analysis ; Types of PRO Data and Exploratory Methods; Comparing Two or More Samples; Regression Analysis Longitudinal Analysis ; Analytic Considerations; Repeated Measures Model; Random Coefficient Model; Real-Life Examples Mediation Models ; Single Mediator Model; Model Invariance; Advanced Example; Bootstrapping Methodology Implementation Missing Data ; Study Design to Minimize Missing Data; Missing Data Patterns and Mechanisms; Approaches for Missing Items within Domains or Measures; Approaches for Missing Entire Domains or Entire Questionnaires; Sensitivity Analyses; Simulated Example Using SAS: Pattern Mixture Models Enriching Interpretation ; Anchor-Based Approaches; Distribution-Based Approaches; Multiple Testing Index A Summary and References appear at the end of each chapter.
• Publisher Details: Boca Raton : Chapman and Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource
• Subjects: 610.7; Statistics; Outcome assessment (Medical care); Medical care; Patient participation; Medical care; Outcome assessment (Medical care); Patient participation; Statistics; Electronic books
• Languages: English
• ISBNs: 1439873674; 9781439873670; 1439873704; 9781439873700; 9781306136891
• Related ISBNs: 130613689X
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.