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Engagement in a diabetes self-management website: usage patterns and generalizability of program use.

作者信息

Glasgow Russell E, Christiansen Steven M, Kurz Deanna, King Diane K, Woolley Tim, Faber Andrew J, Estabrooks Paul A, Strycker Lisa, Toobert Deborah, Dickman Jennifer

机构信息

Institute for Health Research, Kaiser Permanente, Denver, CO, USA.

出版信息

J Med Internet Res. 2011 Jan 25;13(1):e9. doi: 10.2196/jmir.1391.


DOI:10.2196/jmir.1391
PMID:21371992
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3221359/
Abstract

BACKGROUND: Increased access to the Internet and the availability of efficacious eHealth interventions offer great promise for assisting adults with diabetes to change and maintain health behaviors. A key concern is whether levels of engagement in Internet programs are sufficient to promote and sustain behavior change. OBJECTIVE: This paper used automated data from an ongoing Internet-based diabetes self-management intervention study to calculate various indices of website engagement. The multimedia website involved goal setting, action planning, and self-monitoring as well as offering features such as "Ask an Expert" to enhance healthy eating, physical activity, and medication adherence. We also investigated participant characteristics associated with website engagement and the relationship between website use and 4-month behavioral and health outcomes. METHODS: We report on participants in a randomized controlled trial (RCT) who were randomized to receive (1) the website alone (n = 137) or (2) the website plus human support (n = 133) that included additional phone calls and group meetings. The website was available in English and Spanish and included features to enhance engagement and user experience. A number of engagement variables were calculated for each participant including number of log-ins, number of website components visited at least twice, number of days entering self-monitoring data, number of visits to the "Action Plan" section, and time on the website. Key outcomes included exercise, healthy eating, and medication adherence as well as body mass index (BMI) and biological variables related to cardiovascular disease risk. RESULTS: Of the 270 intervention participants, the average age was 60, the average BMI was 34.9 kg/m², 130 (48%) were female, and 62 (23%) self-reported Latino ethnicity. The number of participant visits to the website over 4 months ranged from 1 to 119 (mean 28 visits, median 18). Usage decreased from 70% of participants visiting at least weekly during the first 6 weeks to 47% during weeks 7 to 16. There were no significant differences between website only and website plus support conditions on most of the engagement variables. In total, 75% of participants entered self-monitoring data at least once per week. Exercise action plan pages were visited more often than medication taking and healthy eating pages (mean of 4.3 visits vs 2.8 and 2.0 respectively, P < .001). Spearman nonparametric correlations indicated few significant associations between patient characteristics and summary website engagement variables, and key factors such as ethnicity, baseline computer use, age, health literacy, and education were not related to use. Partial correlations indicated that engagement, especially in self-monitoring, was most consistently related to improvement in healthy eating (r = .20, P = .04) and reduction of dietary fat (r = -.31, P = .001). There was also a significant correlation between self-monitoring and improvement in exercise (r = .20, P = .033) but not with medication taking. CONCLUSIONS: Participants visited the website fairly often and used all of the theoretically important sections, but engagement decreased over 4 months. Usage rates and patterns were similar for a wide range of participants, which has encouraging implications for the potential reach of online interventions. TRIAL REGISTRATION: NCT00987285; http://clinicaltrials.gov/show/NCT00987285 (Archived by WebCite at http://www.webcitation.org/5vpe4RHTV).

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b027/3221359/b75c3712fe9d/jmir_v13i1e9_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b027/3221359/2ca64b8a23f1/jmir_v13i1e9_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b027/3221359/b75c3712fe9d/jmir_v13i1e9_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b027/3221359/2ca64b8a23f1/jmir_v13i1e9_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b027/3221359/b75c3712fe9d/jmir_v13i1e9_fig2.jpg

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[2]
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[3]
Applying models of self-regulated learning to understand engagement with digital health interventions: a narrative review.

Front Digit Health. 2025-5-9

[4]
Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis.

J Med Internet Res. 2025-2-14

[5]
Studying the Digital Intervention Engagement-Mediated Relationship Between Intrapersonal Measures and Pre-Exposure Prophylaxis Adherence in Sexual and Gender Minority Youth: Secondary Analysis of a Randomized Controlled Trial.

J Med Internet Res. 2025-1-13

[6]
Diabetes-specific family functioning typology associated with intervention engagement and effects: secondary analyses from a randomized controlled trial.

Ann Behav Med. 2025-1-4

[7]
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[8]
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[10]
Understanding Whether and How a Digital Health Intervention Improves Transition Care for Emerging Adults Living With Type 1 Diabetes: Protocol for a Mixed Methods Realist Evaluation.

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本文引用的文献

[1]
Starting the conversation performance of a brief dietary assessment and intervention tool for health professionals.

Am J Prev Med. 2011-1

[2]
Recruitment for an internet-based diabetes self-management program: scientific and ethical implications.

Ann Behav Med. 2010-8

[3]
Reach and effectiveness of DVD and in-person diabetes self-management education.

Chronic Illn. 2009-12

[4]
Methodological issues in research on web-based behavioral interventions.

Ann Behav Med. 2009-8

[5]
Effectiveness of active-online, an individually tailored physical activity intervention, in a real-life setting: randomized controlled trial.

J Med Internet Res. 2009-7-28

[6]
The role of engagement in a tailored web-based smoking cessation program: randomized controlled trial.

J Med Internet Res. 2008-11-4

[7]
Web-based smoking-cessation programs: results of a randomized trial.

Am J Prev Med. 2008-5

[8]
Understanding the gap between good processes of diabetes care and poor intermediate outcomes: Translating Research into Action for Diabetes (TRIAD).

Med Care. 2007-12

[9]
Who participates in diabetes self-management interventions?: Issues of recruitment and retainment.

Diabetes Educ. 2007

[10]
Reach, engagement, and retention in an Internet-based weight loss program in a multi-site randomized controlled trial.

J Med Internet Res. 2007-5-9

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