Patient-Reported Outcomes Data Analysis in Clinical Research
Apple Academic Press Inc.
1st Edition
Will be published approx. on 30. July 2030
Book
Hardback
350 pages
978-1-4822-4417-5 (ISBN)
Description
This book presents a hands-on tutorial on how to analyze patient-reported outcomes (PROs) in clinical research. PROs research often involves asking patients to fill out surveys to report their symptoms (e.g., how often, how severe, and how bothersome) or other outcomes that are important to the patients' clinical management. PROs data analysis involves statistical design considerations and data analytics for the development and testing of new surveys, the scoring of survey responses, and the calculation of clinically important cutoff scores.
More details
Series
Language
English
Place of publication
Oakville
Canada
Target group
College/higher education
This book is intended for clinicians-primarily doctors and nurses who need a practical how-to guide in quantifying PRO data, and for behavioral scientists who collaborate with clinicians.
Illustrations
20 s/w Abbildungen
20 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4822-4417-5 (9781482244175)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
Author
Memorial Sloan-Kettering Cancer Center, New York, New York, USA
Content
Introduction. Correlation Techniques and Related Concepts. Visual Explorations of Multivariate PRO Data. Data Reduction Through Exploratory Factor Analysis. Confirmatory Factor Analysis (CFA). Finding PRO Score Cutoffs. Basic Topics in Item Response Theory (IRT). Advanced Topics in IRT. Missing Data in PRO Research.