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Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis
BACKGROUND: Online interventions can be as effective as in-person interventions. However, attrition in online intervention is high and potentially biases the results. More importantly, high attrition rates might reduce the effectiveness of online interventions. Therefore, it is important to discover...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715013/ https://www.ncbi.nlm.nih.gov/pubmed/31518268 http://dx.doi.org/10.2196/13638 |
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author | Bouwman, Tamara van Tilburg, Theo Aartsen, Marja |
author_facet | Bouwman, Tamara van Tilburg, Theo Aartsen, Marja |
author_sort | Bouwman, Tamara |
collection | PubMed |
description | BACKGROUND: Online interventions can be as effective as in-person interventions. However, attrition in online intervention is high and potentially biases the results. More importantly, high attrition rates might reduce the effectiveness of online interventions. Therefore, it is important to discover the extent to which factors affect adherence to online interventions. The setting for this study is the online Friendship Enrichment Program, a loneliness intervention for adults aged 50 years and older. OBJECTIVE: This study examined the contribution of severity of loneliness, coping preference, activating content, and engagement in attrition within an online intervention. METHODS: Data were collected from 352 participants in an online loneliness intervention for Dutch people aged 50 years and older. Attrition was defined as not completing all 10 intervention lessons. The number of completed lessons was assessed through the management system of the intervention. We tested 4 hypotheses on attrition by applying survival analysis (Cox regression). RESULTS: Of the 352 participants who subscribed to the intervention, 46 never started the introduction. The remaining 306 participants were divided into 2 categories: 73 participants who did not start the lessons of the intervention and 233 who started the lessons of the intervention. Results of the survival analysis (n=233) showed that active coping preference (hazard ratio [HR]=0.73), activating content (HR=0.71), and 2 indicators of engagement (HR=0.94 and HR=0.79) lowered attrition. Severity of loneliness was not related to attrition. CONCLUSIONS: To reduce attrition, developers of online (loneliness) interventions may focus on stimulating active behavior within the intervention. |
format | Online Article Text |
id | pubmed-6715013 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-67150132019-09-17 Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis Bouwman, Tamara van Tilburg, Theo Aartsen, Marja JMIR Aging Original Paper BACKGROUND: Online interventions can be as effective as in-person interventions. However, attrition in online intervention is high and potentially biases the results. More importantly, high attrition rates might reduce the effectiveness of online interventions. Therefore, it is important to discover the extent to which factors affect adherence to online interventions. The setting for this study is the online Friendship Enrichment Program, a loneliness intervention for adults aged 50 years and older. OBJECTIVE: This study examined the contribution of severity of loneliness, coping preference, activating content, and engagement in attrition within an online intervention. METHODS: Data were collected from 352 participants in an online loneliness intervention for Dutch people aged 50 years and older. Attrition was defined as not completing all 10 intervention lessons. The number of completed lessons was assessed through the management system of the intervention. We tested 4 hypotheses on attrition by applying survival analysis (Cox regression). RESULTS: Of the 352 participants who subscribed to the intervention, 46 never started the introduction. The remaining 306 participants were divided into 2 categories: 73 participants who did not start the lessons of the intervention and 233 who started the lessons of the intervention. Results of the survival analysis (n=233) showed that active coping preference (hazard ratio [HR]=0.73), activating content (HR=0.71), and 2 indicators of engagement (HR=0.94 and HR=0.79) lowered attrition. Severity of loneliness was not related to attrition. CONCLUSIONS: To reduce attrition, developers of online (loneliness) interventions may focus on stimulating active behavior within the intervention. JMIR Publications 2019-07-24 /pmc/articles/PMC6715013/ /pubmed/31518268 http://dx.doi.org/10.2196/13638 Text en ©Tamara Bouwman, Theo van Tilburg, Marja Aartsen. Originally published in JMIR Aging (http://aging.jmir.org), 24.07.2019. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Aging, is properly cited. The complete bibliographic information, a link to the original publication on http://aging.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Bouwman, Tamara van Tilburg, Theo Aartsen, Marja Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title | Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title_full | Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title_fullStr | Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title_full_unstemmed | Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title_short | Attrition in an Online Loneliness Intervention for Adults Aged 50 Years and Older: Survival Analysis |
title_sort | attrition in an online loneliness intervention for adults aged 50 years and older: survival analysis |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715013/ https://www.ncbi.nlm.nih.gov/pubmed/31518268 http://dx.doi.org/10.2196/13638 |
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