Cargando…
Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial
BACKGROUND: Digital health interventions could help to prevent age-related diseases, but little is known about how older adults engage with such interventions, especially in the long term, or whether engagement is associated with changes in clinical, behavioral, or biological outcomes in this popula...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127655/ https://www.ncbi.nlm.nih.gov/pubmed/35385395 http://dx.doi.org/10.2196/32006 |
_version_ | 1784712400863232000 |
---|---|
author | Coley, Nicola Andre, Laurine Hoevenaar-Blom, Marieke P Ngandu, Tiia Beishuizen, Cathrien Barbera, Mariagnese van Wanrooij, Lennard Kivipelto, Miia Soininen, Hilkka van Gool, Willem Brayne, Carol Moll van Charante, Eric Richard, Edo Andrieu, Sandrine |
author_facet | Coley, Nicola Andre, Laurine Hoevenaar-Blom, Marieke P Ngandu, Tiia Beishuizen, Cathrien Barbera, Mariagnese van Wanrooij, Lennard Kivipelto, Miia Soininen, Hilkka van Gool, Willem Brayne, Carol Moll van Charante, Eric Richard, Edo Andrieu, Sandrine |
author_sort | Coley, Nicola |
collection | PubMed |
description | BACKGROUND: Digital health interventions could help to prevent age-related diseases, but little is known about how older adults engage with such interventions, especially in the long term, or whether engagement is associated with changes in clinical, behavioral, or biological outcomes in this population. Disparities in engagement levels with digital health interventions may exist among older people and be associated with health inequalities. OBJECTIVE: This study aimed to describe older adults’ engagement with an eHealth intervention, identify factors associated with engagement, and examine associations between engagement and changes in cardiovascular and dementia risk factors (blood pressure, cholesterol, BMI, physical activity, diet, and cardiovascular and dementia risk scores). METHODS: This was a secondary analysis of the 18-month randomized controlled Healthy Ageing Through Internet Counselling in the Elderly trial of a tailored internet-based intervention encouraging behavior changes, with remote support from a lifestyle coach, to reduce cardiovascular and cognitive decline risk in 2724 individuals aged ≥65 years, recruited offline in the Netherlands, Finland, and France. Engagement was assessed via log-in frequency, number of lifestyle goals set, measurements entered and messages sent to coaches, and percentage of education materials read. Clinical and biological data were collected during in-person visits at baseline and 18 months. Lifestyle data were self-reported on a web-based platform. RESULTS: Of the 1389 intervention group participants, 1194 (85.96%) sent at least one message. They logged in a median of 29 times, and set a median of 1 goal. Higher engagement was associated with significantly greater improvement in biological and behavioral risk factors, with evidence of a dose-response effect. Compared with the control group, the adjusted mean difference (95% CI) in 18-month change in the primary outcome, a composite z-score comprising blood pressure, BMI, and cholesterol, was −0.08 (−0.12 to −0.03), −0.04 (−0.08 to 0.00), and 0.00 (−0.08 to 0.08) in the high, moderate, and low engagement groups, respectively. Low engagers showed no improvement in any outcome measures compared with the control group. Participants not using a computer regularly before the study engaged much less with the intervention than those using a computer up to 7 (adjusted odds ratio 5.39, 95% CI 2.66-10.95) or ≥7 hours per week (adjusted odds ratio 6.58, 95% CI 3.21-13.49). Those already working on or with short-term plans for lifestyle improvement at baseline, and with better cognition, engaged more. CONCLUSIONS: Greater engagement with an eHealth lifestyle intervention was associated with greater improvement in risk factors in older adults. However, those with limited computer experience, who tended to have a lower level of education, or who had poorer cognition engaged less. Additional support or forms of intervention delivery for such individuals could help minimize potential health inequalities associated with the use of digital health interventions in older people. |
format | Online Article Text |
id | pubmed-9127655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-91276552022-05-25 Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial Coley, Nicola Andre, Laurine Hoevenaar-Blom, Marieke P Ngandu, Tiia Beishuizen, Cathrien Barbera, Mariagnese van Wanrooij, Lennard Kivipelto, Miia Soininen, Hilkka van Gool, Willem Brayne, Carol Moll van Charante, Eric Richard, Edo Andrieu, Sandrine J Med Internet Res Original Paper BACKGROUND: Digital health interventions could help to prevent age-related diseases, but little is known about how older adults engage with such interventions, especially in the long term, or whether engagement is associated with changes in clinical, behavioral, or biological outcomes in this population. Disparities in engagement levels with digital health interventions may exist among older people and be associated with health inequalities. OBJECTIVE: This study aimed to describe older adults’ engagement with an eHealth intervention, identify factors associated with engagement, and examine associations between engagement and changes in cardiovascular and dementia risk factors (blood pressure, cholesterol, BMI, physical activity, diet, and cardiovascular and dementia risk scores). METHODS: This was a secondary analysis of the 18-month randomized controlled Healthy Ageing Through Internet Counselling in the Elderly trial of a tailored internet-based intervention encouraging behavior changes, with remote support from a lifestyle coach, to reduce cardiovascular and cognitive decline risk in 2724 individuals aged ≥65 years, recruited offline in the Netherlands, Finland, and France. Engagement was assessed via log-in frequency, number of lifestyle goals set, measurements entered and messages sent to coaches, and percentage of education materials read. Clinical and biological data were collected during in-person visits at baseline and 18 months. Lifestyle data were self-reported on a web-based platform. RESULTS: Of the 1389 intervention group participants, 1194 (85.96%) sent at least one message. They logged in a median of 29 times, and set a median of 1 goal. Higher engagement was associated with significantly greater improvement in biological and behavioral risk factors, with evidence of a dose-response effect. Compared with the control group, the adjusted mean difference (95% CI) in 18-month change in the primary outcome, a composite z-score comprising blood pressure, BMI, and cholesterol, was −0.08 (−0.12 to −0.03), −0.04 (−0.08 to 0.00), and 0.00 (−0.08 to 0.08) in the high, moderate, and low engagement groups, respectively. Low engagers showed no improvement in any outcome measures compared with the control group. Participants not using a computer regularly before the study engaged much less with the intervention than those using a computer up to 7 (adjusted odds ratio 5.39, 95% CI 2.66-10.95) or ≥7 hours per week (adjusted odds ratio 6.58, 95% CI 3.21-13.49). Those already working on or with short-term plans for lifestyle improvement at baseline, and with better cognition, engaged more. CONCLUSIONS: Greater engagement with an eHealth lifestyle intervention was associated with greater improvement in risk factors in older adults. However, those with limited computer experience, who tended to have a lower level of education, or who had poorer cognition engaged less. Additional support or forms of intervention delivery for such individuals could help minimize potential health inequalities associated with the use of digital health interventions in older people. JMIR Publications 2022-05-09 /pmc/articles/PMC9127655/ /pubmed/35385395 http://dx.doi.org/10.2196/32006 Text en ©Nicola Coley, Laurine Andre, Marieke P Hoevenaar-Blom, Tiia Ngandu, Cathrien Beishuizen, Mariagnese Barbera, Lennard van Wanrooij, Miia Kivipelto, Hilkka Soininen, Willem van Gool, Carol Brayne, Eric Moll van Charante, Edo Richard, Sandrine Andrieu, HATICE study group, PRODEMOS study group. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 09.05.2022. 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 the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Coley, Nicola Andre, Laurine Hoevenaar-Blom, Marieke P Ngandu, Tiia Beishuizen, Cathrien Barbera, Mariagnese van Wanrooij, Lennard Kivipelto, Miia Soininen, Hilkka van Gool, Willem Brayne, Carol Moll van Charante, Eric Richard, Edo Andrieu, Sandrine Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title | Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title_full | Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title_fullStr | Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title_full_unstemmed | Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title_short | Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial |
title_sort | factors predicting engagement of older adults with a coach-supported ehealth intervention promoting lifestyle change and associations between engagement and changes in cardiovascular and dementia risk: secondary analysis of an 18-month multinational randomized controlled trial |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127655/ https://www.ncbi.nlm.nih.gov/pubmed/35385395 http://dx.doi.org/10.2196/32006 |
work_keys_str_mv | AT coleynicola factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT andrelaurine factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT hoevenaarblommariekep factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT ngandutiia factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT beishuizencathrien factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT barberamariagnese factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT vanwanrooijlennard factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT kivipeltomiia factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT soininenhilkka factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT vangoolwillem factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT braynecarol factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT mollvancharanteeric factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT richardedo factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT andrieusandrine factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial AT factorspredictingengagementofolderadultswithacoachsupportedehealthinterventionpromotinglifestylechangeandassociationsbetweenengagementandchangesincardiovascularanddementiarisksecondaryanalysisofan18monthmultinationalrandomizedcontrolledtrial |