PMID: 8997794Dec 1, 1996Paper

Application of random-effects regression models in relapse research

Addiction
D Hedeker, R J Mermelstein

Abstract

This article describes and illustrates use of random-effects regression models (RRM) in relapse research. RRM are useful in longitudinal analysis of relapse data since they allow for the presence of missing data, time-varying or invariant covariates, and subjects measured at different timepoints. Thus, RRM can deal with "unbalanced" longitudinal relapse data, where a sample of subjects are not all measured at each and every timepoint. Also, recent work has extended RRM to handle dichotomous and ordinal outcomes, which are common in relapse research. Two examples are presented from a smoking cessation study to illustrate analysis using RRM. The first illustrates use of a random-effects ordinal logistic regression model, examining longitudinal changes in smoking status, treating status as an ordinal outcome. The second example focuses on changes in motivation scores prior to and following a first relapse to smoking. This latter example illustrates how RRM can be used to examine predictors and consequences of relapse, where relapse can occur at any study timepoint.

Associated Clinical Trials

Jul 9, 2008·Shannon MacLaughlan, Shannon MacLaughlan

References

Jun 1, 1991·Statistics in Medicine·F Ezzet, J Whitehead
Jan 1, 1988·Statistics in Medicine·N M Laird
Mar 1, 1996·Computer Methods and Programs in Biomedicine·D Hedeker, R D Gibbons
May 1, 1996·Computer Methods and Programs in Biomedicine·D Hedeker, R D Gibbons

❮ Previous
Next ❯

Citations

Mar 3, 2007·AIDS and Behavior·Barbara C LeighMary Rogers Gillmore
Jun 10, 2000·Development and Psychopathology·S S Luthar, N E Suchman
Jan 24, 2007·Development and Psychopathology·Suniya S LutharMichelle Altomare
May 20, 2004·The American Psychologist·Katie Witkiewitz, G Alan Marlatt
Mar 26, 2003·Journal of Abnormal Psychology·Thomas M PiaseckiTimothy B Baker
Aug 24, 2011·Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association·Whitney L HeppnerDavid Wetter
Nov 22, 2008·Nicotine & Tobacco Research : Official Journal of the Society for Research on Nicotine and Tobacco·Robert F LeemanStephanie S O'Malley
Mar 2, 2010·Nicotine & Tobacco Research : Official Journal of the Society for Research on Nicotine and Tobacco·Vani N SimmonsThomas H Brandon
Dec 20, 2002·Journal of Epidemiology and Community Health·T ChandolaP Schofield
Jul 18, 2009·American Journal of Public Health·Lee S FriedmanElihu D Richter
Aug 30, 2002·Addiction·Thomas M PiaseckiTimothy B Baker
Jun 23, 2000·Biological Psychiatry·R S SchottenfeldT R Kosten
Apr 22, 2008·Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine·D HedekerK A Weeks
Jan 13, 2006·Community Mental Health Journal·Jane K Burke-MillerMartha Ann Carey
Jan 10, 2002·Statistics in Medicine·Colin P West, Jeffrey D Dawson
Aug 11, 2001·The Journal of Behavioral Health Services & Research·E W LambertL Bickman
Feb 3, 2005·Social Science & Medicine·M StaffordM Marmot
May 12, 2004·Addictive Behaviors·Farrokh AlemiSusanna Nemes
Apr 21, 2010·Addiction·Sunni A BarnesPaul A Decker
Jul 22, 2014·Alcoholism, Clinical and Experimental Research·Rebecca McKetin, Alice Coen
May 7, 2014·Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine·Krysten W BoldTimothy B Baker
Oct 1, 2000·Multivariate Behavioral Research·S P Reise
Jan 1, 2009·Research on Aging·Hae-Sook Jeon, Ruth E Dunkle
Sep 26, 2013·Journal of Gambling Studies·David P SmithMichael F Baigent

❮ Previous
Next ❯

Related Concepts

Related Feeds

Alcohol Use Disorder

Alcohol use disorder involves a pattern of alcohol consumption that includes compulsive use and a loss of control over intake of alcohol. The impact on physical health, socioeconomic factors, and psychiatric health is profound. Find the latest research on alcohol use disorder here.

Related Papers

The International Journal of the Addictions
R WaldJ Hibbard
Western Journal of Nursing Research
Monica S ScheibmeirByron Gajewski
© 2022 Meta ULC. All rights reserved