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Published in: BMC Geriatrics 1/2024

Open Access 01-12-2024 | Dementia | Research

Digital interventions for healthy ageing and cognitive health in older adults: a systematic review of mixed method studies and meta-analysis

Authors: Yvette I-Pei Tsai, Jeanie Beh, Charlotte Ganderton, Adrian Pranata

Published in: BMC Geriatrics | Issue 1/2024

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Abstract

Background

Currently, there is no systematic review to investigate the effectiveness of digital interventions for healthy ageing and cognitive health of older adults. This study aimed to conduct a systematic review to evaluate the effectiveness of digital intervention studies for facilitating healthy ageing and cognitive health and further identify the considerations of its application to older adults.

Methods

A systematic review and meta-analysis of literature were conducted across CINAHL, Medline, ProQuest, Cochrane, Scopus, and PubMed databases following the PRISMA guideline. All included studies were appraised using the Mixed Methods Appraisal Tool Checklist by independent reviewers. Meta-analyses were performed using JBI SUMARI software to compare quantitative studies. Thematic analyses were used for qualitative studies and synthesised into the emerging themes.

Results

Thirteen studies were included. Quantitative results showed no statistically significant pooled effect between health knowledge and healthy behaviour (I2 =76, p=0.436, 95% CI [-0.32,0.74]), and between cardiovascular-related health risks and care dependency I2=0, p=0.426, 95% CI [0.90,1.29]). However, a statistically significant cognitive function preservation was found in older adults who had long-term use of laptop/cellphone devices and had engaged in the computer-based physical activity program (I2=0, p<0.001, 95% CI [0.01, 0.21]). Qualitative themes for the considerations of digital application to older adults were digital engagement, communication, independence, human connection, privacy, and cost.

Conclusions

Digital interventions used in older adults to facilitate healthy ageing were not always effective. Health knowledge improvement does not necessarily result in health risk reduction in that knowledge translation is key. Factors influencing knowledge translation (i.e., digital engagement, human coaching etc) were identified to determine the intervention effects. However, using digital devices appeared beneficial to maintain older adults’ cognitive functions in the longer term. Therefore, the review findings suggest that the expanded meaning of a person-centred concept (i.e., from social, environmental, and healthcare system aspects) should be pursued in future practice. Privacy and cost concerns of technologies need ongoing scrutiny from policy bodies. Future research looking into the respective health benefits can provide more understanding of the current digital intervention applied to older adults.
Appendix
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Literature
5.
go back to reference Bell I, Pot-Kolder RMCA, Wood SJ, Nelson B, Acevedo N, Stainton A, Nicol K, Kean J, Bryce S, Bartholomeusz CF, Watson A, Schwartz O, Daglas-Georgiou R, Walton CC, Martin D, Simmons M, Zbukvic I, Thompson A, Nicholas J, Allott K. Digital technology for addressing cognitive impairment in recent-onset psychosis: a perspective. Schizophr Res. 2022;28:100247. https://doi.org/10.1016/j.scog.2022.100247.CrossRef Bell I, Pot-Kolder RMCA, Wood SJ, Nelson B, Acevedo N, Stainton A, Nicol K, Kean J, Bryce S, Bartholomeusz CF, Watson A, Schwartz O, Daglas-Georgiou R, Walton CC, Martin D, Simmons M, Zbukvic I, Thompson A, Nicholas J, Allott K. Digital technology for addressing cognitive impairment in recent-onset psychosis: a perspective. Schizophr Res. 2022;28:100247. https://​doi.​org/​10.​1016/​j.​scog.​2022.​100247.CrossRef
9.
go back to reference Coley N, Andre L, Hoevenaar-Blom MP, Ngandu T, Beishuizen C, Barbera M, van Wanrooij L, Kivipelto M, Soininen H, van Gool W, Brayne C, Moll van Charante E, Richard E, Andrieu S. 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. J Med Int Res. 2022;24(5):e32006. https://doi.org/10.2196/32006.CrossRef Coley N, Andre L, Hoevenaar-Blom MP, Ngandu T, Beishuizen C, Barbera M, van Wanrooij L, Kivipelto M, Soininen H, van Gool W, Brayne C, Moll van Charante E, Richard E, Andrieu S. 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. J Med Int Res. 2022;24(5):e32006. https://​doi.​org/​10.​2196/​32006.CrossRef
14.
go back to reference Higgins JP, Altman DG, Gøtzsche PC, Jüni P, Moher D, Oxman AD, Savović J, Schulz KF, Weeks L, Sterne JA. The Cochrane collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928.CrossRefPubMedPubMedCentral Higgins JP, Altman DG, Gøtzsche PC, Jüni P, Moher D, Oxman AD, Savović J, Schulz KF, Weeks L, Sterne JA. The Cochrane collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928.CrossRefPubMedPubMedCentral
16.
go back to reference Hong QN, Pluye P, Fàbregues S, Bartlett G, Boardman F, Cargo M, et al. Mixed Methods Appraisal Tool (MMAT), version 2018. Registration of Copyright (#1148552), Canadian Intellectual Property Office, Industry Canada; 2018. Hong QN, Pluye P, Fàbregues S, Bartlett G, Boardman F, Cargo M, et al. Mixed Methods Appraisal Tool (MMAT), version 2018. Registration of Copyright (#1148552), Canadian Intellectual Property Office, Industry Canada; 2018.
20.
go back to reference Kemp E, Trigg J, Beatty L, Christensen C, Dhillon HM, Maeder A, Williams PAH, Koczwara B, Elmer S. Health literacy, digital health literacy and the implementation of digital health technologies in cancer care: the need for a strategic approach. Health Prom J Aust. 2021;32:104–14. https://doi.org/10.1002/hpja.387.CrossRef Kemp E, Trigg J, Beatty L, Christensen C, Dhillon HM, Maeder A, Williams PAH, Koczwara B, Elmer S. Health literacy, digital health literacy and the implementation of digital health technologies in cancer care: the need for a strategic approach. Health Prom J Aust. 2021;32:104–14. https://​doi.​org/​10.​1002/​hpja.​387.CrossRef
24.
go back to reference Livingston G, Sommerlad A, Orgeta V, Costafreda SG, Huntley J, Ames D, Ballard C, Banerjee S, Burns A, Cohen-Mansfield J, Cooper C, Fox N, Gitlin LN, Howard R, Kales HC, Larson EB, Ritchie K, Rockwood K, Sampson EL, Mukadam N. Dementia prevention, intervention, and care. Lancet. 2017;390(10113):2673–734. https://doi.org/10.1016/S0140-6736(17)31363-6.CrossRefPubMed Livingston G, Sommerlad A, Orgeta V, Costafreda SG, Huntley J, Ames D, Ballard C, Banerjee S, Burns A, Cohen-Mansfield J, Cooper C, Fox N, Gitlin LN, Howard R, Kales HC, Larson EB, Ritchie K, Rockwood K, Sampson EL, Mukadam N. Dementia prevention, intervention, and care. Lancet. 2017;390(10113):2673–734. https://​doi.​org/​10.​1016/​S0140-6736(17)31363-6.CrossRefPubMed
25.
go back to reference Lizarondo, L., Stern C, Carrier J, Godfrey C, Rieger K, Salmond S, Apostolo J, Kirkpatrick P, H., L. (2020). Chapter 8: Mixed methods systematic reviews. In M. Z. Aromataris E (Ed.), JBI Manual for Evidence Synthesis. JBI. https://doi.org/10.46658/JBIMES-20-09. Lizarondo, L., Stern C, Carrier J, Godfrey C, Rieger K, Salmond S, Apostolo J, Kirkpatrick P, H., L. (2020). Chapter 8: Mixed methods systematic reviews. In M. Z. Aromataris E (Ed.), JBI Manual for Evidence Synthesis. JBI. https://​doi.​org/​10.​46658/​JBIMES-20-09.
27.
go back to reference Mair JL, Hayes LD, Campbell AK, Buchan DS, Easton C, Sculthorpe N. A personalized smartphone-delivered just-in-time adaptive intervention (JitaBug) to increase physical activity in older adults: mixed methods feasibility study. JMIR Formative Research. 2022;6(4):Article e34662. https://doi.org/10.2196/34662.CrossRefPubMed Mair JL, Hayes LD, Campbell AK, Buchan DS, Easton C, Sculthorpe N. A personalized smartphone-delivered just-in-time adaptive intervention (JitaBug) to increase physical activity in older adults: mixed methods feasibility study. JMIR Formative Research. 2022;6(4):Article e34662. https://​doi.​org/​10.​2196/​34662.CrossRefPubMed
28.
go back to reference Mir UR, Hassan SM, Qadri MM. Understanding globalization and its future: an analysis. Pak J Soc Sci. 2014;34(2):607–24. Mir UR, Hassan SM, Qadri MM. Understanding globalization and its future: an analysis. Pak J Soc Sci. 2014;34(2):607–24.
31.
go back to reference Munn Z, Aromataris E, Tufanaru C, Stern C, Porritt K, Farrow J, Lockwood C, Stephenson M, Moola S, Lizarondo L, McArthur A. The development of software to support multiple systematic review types: the JBI System for the Unified Management, Assessment and Review of Information (JBI SUMARI). Int J Evid Based Healthc. 2018. Munn Z, Aromataris E, Tufanaru C, Stern C, Porritt K, Farrow J, Lockwood C, Stephenson M, Moola S, Lizarondo L, McArthur A. The development of software to support multiple systematic review types: the JBI System for the Unified Management, Assessment and Review of Information (JBI SUMARI). Int J Evid Based Healthc.  2018.
34.
go back to reference Richard E, Jongstra S, Soininen H, Brayne C, Moll van Charante EP, Meiller Y, van der Groep B, Beishuizen CRL, Mangialasche F, Barbera M, Ngandu T, Coley N, Guillemont J, Savy S, Dijkgraaf MGW, Peters RJG, van Gool WA, Kivipelto M, Andrieu S. Healthy ageing through internet counselling in the elderly: the HATICE randomised controlled trial for the prevention of cardiovascular disease and cognitive impairment. BMJ Open. 2016;6(6):e010806. https://doi.org/10.1136/bmjopen-2015-010806.CrossRefPubMedPubMedCentral Richard E, Jongstra S, Soininen H, Brayne C, Moll van Charante EP, Meiller Y, van der Groep B, Beishuizen CRL, Mangialasche F, Barbera M, Ngandu T, Coley N, Guillemont J, Savy S, Dijkgraaf MGW, Peters RJG, van Gool WA, Kivipelto M, Andrieu S. Healthy ageing through internet counselling in the elderly: the HATICE randomised controlled trial for the prevention of cardiovascular disease and cognitive impairment. BMJ Open. 2016;6(6):e010806. https://​doi.​org/​10.​1136/​bmjopen-2015-010806.CrossRefPubMedPubMedCentral
35.
go back to reference Richard E, Moll van Charante EP, Hoevenaar-Blom MP, Coley N, Barbera M, van der Groep A, Meiller Y, Mangialasche F, Beishuizen CB, Jongstra S, van Middelaar T, Van Wanrooij LL, Ngandu T, Guillemont J, Andrieu S, Brayne C, Kivipelto M, Soininen H, Van Gool WA. Healthy ageing through internet counselling in the elderly (HATICE): a multinational, randomised controlled trial. Lancet Digital Health. 2019;1(8):e424–34. https://doi.org/10.1016/S2589-7500(19)30153-0.CrossRefPubMed Richard E, Moll van Charante EP, Hoevenaar-Blom MP, Coley N, Barbera M, van der Groep A, Meiller Y, Mangialasche F, Beishuizen CB, Jongstra S, van Middelaar T, Van Wanrooij LL, Ngandu T, Guillemont J, Andrieu S, Brayne C, Kivipelto M, Soininen H, Van Gool WA. Healthy ageing through internet counselling in the elderly (HATICE): a multinational, randomised controlled trial. Lancet Digital Health. 2019;1(8):e424–34. https://​doi.​org/​10.​1016/​S2589-7500(19)30153-0.CrossRefPubMed
42.
go back to reference Sungur H, Yılmaz NG, Chan BMC, van den Muijsenbergh METC, van Weert JCM, Schouten BC. Development and evaluation of a digital intervention for fulfilling the needs of older migrant patients with cancer: user-centered design approach. J Med Int Res. 2020;22(10):e21238. https://doi.org/10.2196/21238.CrossRef Sungur H, Yılmaz NG, Chan BMC, van den Muijsenbergh METC, van Weert JCM, Schouten BC. Development and evaluation of a digital intervention for fulfilling the needs of older migrant patients with cancer: user-centered design approach. J Med Int Res. 2020;22(10):e21238. https://​doi.​org/​10.​2196/​21238.CrossRef
Metadata
Title
Digital interventions for healthy ageing and cognitive health in older adults: a systematic review of mixed method studies and meta-analysis
Authors
Yvette I-Pei Tsai
Jeanie Beh
Charlotte Ganderton
Adrian Pranata
Publication date
01-12-2024
Publisher
BioMed Central
Keywords
Dementia
Dementia
Published in
BMC Geriatrics / Issue 1/2024
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-023-04617-3

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