Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study

BackgroundAttrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to...

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Main Authors: Wojtowicz, Magdalena, Day, Victor, McGrath, Patrick J
Format: Article
Language:English
Published: JMIR Publications 2013-05-01
Series:Journal of Medical Internet Research
Online Access:http://www.jmir.org/2013/5/e96/
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spelling doaj-fd0a26cf70494a009d1b7b5e28161bc42021-04-02T21:36:06ZengJMIR PublicationsJournal of Medical Internet Research1438-88712013-05-01155e9610.2196/jmir.2323Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort StudyWojtowicz, MagdalenaDay, VictorMcGrath, Patrick J BackgroundAttrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to examine person-related variables (eg, beliefs and attitudes) that influence behavior. Theoretical models, such as the Theory of Planned Behavior, that describe conditions influencing human behavior may provide a useful framework for predicting participant retention in online-based program. ObjectiveWe examined predictors of participant retention in a guided online anxiety, depression, and stress self-help program for university students using the theory of planned behavior. We also explored whether age, symptom severity, and type of coaching (ie, email vs phone) affected participant retention. Methods65 university students with mild to moderate depression, anxiety, and stress were enrolled in this prospective cohort study. Participants completed a questionnaire based on the theory of planned behavior prior to commencing the online-based program and the Depression Anxiety and Stress Scale (DASS) during the assessment module of the program. Participant retention was operationalized as the number of program modules completed. ResultsPerceived control over completing the online program significantly predicted intention to complete the program (F3,62=6.7; P=.001; adjusted R2=.2; standardized beta=.436, P=.001). Age (standardized beta=.319, P=.03) and perceived behavioral control (standardized beta=.295, P=.05) predicted the number of program modules completed (F3,61=3.20, P=.03, adjusted R2 =.11). Initial level of distress (ie, symptom severity) did not predict participant retention (P=.55). Participants who chose phone-based coaching completed more program modules than participants who chose email-based coaching (Mann-Whitney’s U=137; P=.004). ConclusionsParticipants’ age, level of perceived behavioral control, and choice of interaction (ie, phone-based or email-based coaching) were found to influence retention in this online-based program.http://www.jmir.org/2013/5/e96/
collection DOAJ
language English
format Article
sources DOAJ
author Wojtowicz, Magdalena
Day, Victor
McGrath, Patrick J
spellingShingle Wojtowicz, Magdalena
Day, Victor
McGrath, Patrick J
Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
Journal of Medical Internet Research
author_facet Wojtowicz, Magdalena
Day, Victor
McGrath, Patrick J
author_sort Wojtowicz, Magdalena
title Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
title_short Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
title_full Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
title_fullStr Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
title_full_unstemmed Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
title_sort predictors of participant retention in a guided online self-help program for university students: prospective cohort study
publisher JMIR Publications
series Journal of Medical Internet Research
issn 1438-8871
publishDate 2013-05-01
description BackgroundAttrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to examine person-related variables (eg, beliefs and attitudes) that influence behavior. Theoretical models, such as the Theory of Planned Behavior, that describe conditions influencing human behavior may provide a useful framework for predicting participant retention in online-based program. ObjectiveWe examined predictors of participant retention in a guided online anxiety, depression, and stress self-help program for university students using the theory of planned behavior. We also explored whether age, symptom severity, and type of coaching (ie, email vs phone) affected participant retention. Methods65 university students with mild to moderate depression, anxiety, and stress were enrolled in this prospective cohort study. Participants completed a questionnaire based on the theory of planned behavior prior to commencing the online-based program and the Depression Anxiety and Stress Scale (DASS) during the assessment module of the program. Participant retention was operationalized as the number of program modules completed. ResultsPerceived control over completing the online program significantly predicted intention to complete the program (F3,62=6.7; P=.001; adjusted R2=.2; standardized beta=.436, P=.001). Age (standardized beta=.319, P=.03) and perceived behavioral control (standardized beta=.295, P=.05) predicted the number of program modules completed (F3,61=3.20, P=.03, adjusted R2 =.11). Initial level of distress (ie, symptom severity) did not predict participant retention (P=.55). Participants who chose phone-based coaching completed more program modules than participants who chose email-based coaching (Mann-Whitney’s U=137; P=.004). ConclusionsParticipants’ age, level of perceived behavioral control, and choice of interaction (ie, phone-based or email-based coaching) were found to influence retention in this online-based program.
url http://www.jmir.org/2013/5/e96/
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