Literature DB >> 24268035

Models for the analysis of repeated continuous outcome measures in clinical trials.

Alysha M De Livera1,2, Sophie Zaloumis1,2, Julie A Simpson1,2.   

Abstract

Repeated continuous outcome measures are common in clinical trials. In this tutorial style paper, using data collected from a trial evaluating an intervention for managing asthma and chronic obstructive pulmonary disease, we demonstrate ways of statistically analysing such data to answer frequently encountered clinical research questions. We illustrate the use of linear mixed effects modelling in doing so and discuss its advantages over several other commonly used approaches. The methods described in this paper can easily be carried out using standard statistical software.
© 2013 The Authors. Respirology © 2013 Asian Pacific Society of Respirology.

Entities:  

Keywords:  hierarchical model; linear mixed effects model; longitudinal data; multilevel model; respiratory

Mesh:

Year:  2013        PMID: 24268035     DOI: 10.1111/resp.12217

Source DB:  PubMed          Journal:  Respirology        ISSN: 1323-7799            Impact factor:   6.424


  6 in total

1.  Longitudinal study of quality of life among children with acute respiratory infection and cough.

Authors:  Yolanda G Lovie-Toon; Anne B Chang; Peter A Newcombe; Dimitrios Vagenas; Sophie Anderson-James; Benjamin J Drescher; Michael E Otim; Kerry-Ann F O'Grady
Journal:  Qual Life Res       Date:  2018-01-22       Impact factor: 4.147

2.  HFE p.C282Y homozygosity predisposes to rapid serum ferritin rise after menopause: A genotype-stratified cohort study of hemochromatosis in Australian women.

Authors:  Charles D Warne; Sophie G Zaloumis; Nadine A Bertalli; Martin B Delatycki; Amanda J Nicoll; Christine E McLaren; John L Hopper; Graham G Giles; Greg J Anderson; John K Olynyk; Lawrie W Powell; Katrina J Allen; Lyle C Gurrin
Journal:  J Gastroenterol Hepatol       Date:  2017-04       Impact factor: 4.029

3.  Applying a vernix caseosa based formulation accelerates skin barrier repair by modulating lipid biosynthesis.

Authors:  Walter A Boiten; Tineke Berkers; Samira Absalah; Jeroen van Smeden; Adriana P M Lavrijsen; Joke A Bouwstra
Journal:  J Lipid Res       Date:  2017-12-07       Impact factor: 5.922

4.  Characterization and Validation of an "Acute Aerobic Exercise Load" as a Tool to Assess Antioxidative and Anti-inflammatory Nutrition in Healthy Subjects Using a Statistically Integrated Approach in a Comprehensive Clinical Trial.

Authors:  Youjin Kim; Sungkyoung Choi; Sungyoung Lee; Saejong Park; Ji Yeon Kim; Taesung Park; Oran Kwon
Journal:  Oxid Med Cell Longev       Date:  2019-09-08       Impact factor: 6.543

5.  Diaphragmatic electromyography in preterm infants: The influence of electrode positioning.

Authors:  Ruud W van Leuteren; Robin E Bekhuis; Cornelia G de Waal; Frans H de Jongh; Anton H van Kaam; Gerard J Hutten
Journal:  Pediatr Pulmonol       Date:  2019-11-25

6.  Repeated Measures Designs and Analysis of Longitudinal Data: If at First You Do Not Succeed-Try, Try Again.

Authors:  Patrick Schober; Thomas R Vetter
Journal:  Anesth Analg       Date:  2018-08       Impact factor: 5.108

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.