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Rimlawi C, Sawadogo AR, Kehoua G, Gayot C, Tchalla A. Health economic assessment of technologies for preventing cognitive impairment in elderly people living at home: The case of the digital tablet combined with human support. J Alzheimers Dis 2025:13872877251343310. [PMID: 40397387 DOI: 10.1177/13872877251343310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2025]
Abstract
BackgroundThe study addresses the challenges of cognitive impairment in an aging population, focusing on the health economic assessment of technologies used by community-dwelling older adults to support cognitive function.ObjectiveTo conduct a systematic review of economic evaluations of digital tablets combined with human support in preventing cognitive impairment in elderly people living at home.MethodsThe following databases were used: PubMed, Scopus, Science Direct, Cochrane library. A total of 45 articles from 2000 to 2024 were identified and screened following the PRISMA guidelines.ResultsOne protocol study and one randomized control trial were included.ConclusionsThe economic evaluation of tablet-based digital intervention for older adults with cognitive impairments is underexplored, necessitating broader research on technology use in this area.
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Affiliation(s)
- Clément Rimlawi
- Laboratoire VieSanté - UR 24134 (Vieillissement, Fragilité, Prévention, e-Santé), Institut OMEGA HEALTH, Université de Limoges, Limoges, France
| | - Abdoul Razak Sawadogo
- Laboratoire VieSanté - UR 24134 (Vieillissement, Fragilité, Prévention, e-Santé), Institut OMEGA HEALTH, Université de Limoges, Limoges, France
| | - Gilles Kehoua
- Laboratoire VieSanté - UR 24134 (Vieillissement, Fragilité, Prévention, e-Santé), Institut OMEGA HEALTH, Université de Limoges, Limoges, France
| | - Caroline Gayot
- Laboratoire VieSanté - UR 24134 (Vieillissement, Fragilité, Prévention, e-Santé), Institut OMEGA HEALTH, Université de Limoges, Limoges, France
- Pôle HU Gérontologie Clinique, CHU de Limoges, Limoges, France
- Pôle HU Gérontologie Clinique, Unité de Recherche Clinique et d'Innovation (URCI) en Gérontologie, CHU de Limoges, Limoges, France
| | - Achille Tchalla
- Laboratoire VieSanté - UR 24134 (Vieillissement, Fragilité, Prévention, e-Santé), Institut OMEGA HEALTH, Université de Limoges, Limoges, France
- Pôle HU Gérontologie Clinique, CHU de Limoges, Limoges, France
- Pôle HU Gérontologie Clinique, Unité de Recherche Clinique et d'Innovation (URCI) en Gérontologie, CHU de Limoges, Limoges, France
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Walter E, Traunfellner M, Meyer F, Enzinger C, Guger M, Bsteh C, Altmann P, Hegen H, Goger C, Mikl V. Cost-effectiveness of the Floodlight ® MS app in Austria. Unlocking the mystery of costs and outcomes of a digital health application for patients with multiple sclerosis. Digit Health 2025; 11:20552076251314550. [PMID: 39911717 PMCID: PMC11795621 DOI: 10.1177/20552076251314550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 01/03/2025] [Indexed: 02/07/2025] Open
Abstract
Objective Multiple sclerosis (MS) is a chronic inflammatory demyelinating disease affecting 2.9 million people worldwide, often leading to permanent disability. MS patients frequently use eHealth tools due to their relatively young age. The Floodlight® MS app is a scientifically designed smartphone application that helps patients monitor hand motor skills, walking ability and cognition between medical appointments. This study assesses the cost-effectiveness of using the Floodlight® MS app alongside standard-of-care (SoC) versus SoC alone in patients with relapsing-remitting MS (RRMS) from the perspective of the healthcare system. Methods A 10-year decision-analytic model was developed to assess the cost-effectiveness of incorporating the Floodlight® MS app alongside SoC. The analysis included treatment-naive individuals and those already on drug therapy, modelling the app's role in early detection of disease progression and relapses to improve quality-of-life. Results For treatment-naive patients, using the Floodlight® MS app resulted in a 2,660 € increase in total costs but yielded potential medical-cost savings of 786 € through health improvements. These patients experienced fewer relapses and slower disability progression, translating to a quality-of-life improvement of 4.5 months in perfect health and an incremental-cost-effectiveness-ratio (ICER) of 7,071 €. Pre-treated patients showed similar trends, with medical-cost savings of 718 €, an ICER of 7,864 €, and a quality-of-life improvement of 4.2 months. Higher effectiveness (+5%) led to an additional 8.3 months in perfect health and a reduction in overall costs. Conclusion The analysis demonstrates that the Floodlight® MS app is a cost-effective digital health application, encouraging broader discussions on maximizing the potential of software-as-medical-devices within the care pathway.
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Affiliation(s)
- Evelyn Walter
- IPF Institute for Pharmaeconomic Research, Vienna, Austria
| | | | - Franz Meyer
- IPF Institute for Pharmaeconomic Research, Vienna, Austria
| | | | - Michael Guger
- Department of Neurology, Pyhrn-Eisenwurzen Hospital Steyr, Steyr, Austria
| | | | - Patrick Altmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Veronika Mikl
- Innovation Hub Lead, Roche Austria GmbH, Vienna, Austria
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Vargas-Martínez AM. Economic evaluations of technology-based interventions used to provide care support for people with mild dementia or mild cognitive impairment and their caregivers: A systematic review. J Alzheimers Dis 2024; 102:597-616. [PMID: 39512098 DOI: 10.1177/13872877241291070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Abstract
BACKGROUND The cost-effectiveness of interventions is a key issue owing to the limited resources of healthcare services. OBJECTIVE To conduct a systematic review of economic evaluations of technology-based healthcare interventions in care support for people with dementia or mild cognitive impairment (MCI) and their caregivers, and of the tools used to assess effectiveness and costs. METHODS The following databases were used: PubMed, National Health Service Economic Evaluation Database, and Health Technology Assessment. A total of 207 articles from 2012 to 2024 were identified and then screened. RESULTS Seventeen studies were included, of which nine were study protocols. Almost half (n = 8) the interventions were multicomponent. The most common components used in the interventions were cognitive stimulation, physical functioning and continuing support. Regarding the efficiency results of these interventions, only three studies provided a full economic evaluation. The most frequent tools in the economic evaluations used to measure effectiveness (measured in quality-adjusted life years) and costs were the European Quality of Life-5 Dimensions and Resource Utilization in Dementia instruments, respectively. CONCLUSIONS Most of the interventions evaluated were cost-effective. However, these results should be interpreted with caution, given the scarcity of the literature, and further economic evaluations of technology-based healthcare interventions for people with mild dementia or MCI care support and their caregivers are therefore needed. Additionally, a meta-analysis could not be performed due to the heterogeneity of the data.
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Neal DP, Kucera M, van Munster BC, Ettema TP, Dijkstra K, Muller M, Dröes RM, Bosmans JE. Cost-effectiveness of the FindMyApps eHealth intervention vs. digital care as usual: results from a randomised controlled trial. Aging Ment Health 2024; 28:1457-1470. [PMID: 38708873 DOI: 10.1080/13607863.2024.2345128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 04/12/2024] [Indexed: 05/07/2024]
Abstract
OBJECTIVES Despite growing interest, the cost-effectiveness of eHealth interventions for supporting quality of life of people with dementia and their caregivers remains unclear. This study evaluated the cost-effectiveness of the FindMyApps intervention, compared to digital care-as-usual. FindMyApps aims to help people with dementia and their caregivers find and learn to use tablet apps that may support social participation and self-management of people with dementia and sense of competence of caregivers. METHOD A randomised controlled trial (Netherlands Trial Register NL8157) was conducted, including people with mild cognitive impairment (MCI) or mild dementia and their informal caregivers (FindMyApps n = 76, digital care-as-usual n = 74). Outcomes for people with MCI/dementia were Quality-Adjusted Life-Years (QALYs), calculated from EQ-5D-5L data and the Dutch tariff for utility scores, social participation (Maastricht Social Participation Profile) and quality of life (Adult Social Care Outcomes Toolkit), and for caregivers, QALYs and sense of competence (Short Sense of Competence Questionnaire). Societal costs were calculated using data collected with the RUD-lite instrument and the Dutch costing guideline. Multiple imputation was employed to fill in missing cost and effect data. Bootstrapped multilevel models were used to estimate incremental total societal costs and incremental effects between groups which were then used to calculate Incremental Cost-Effectiveness Ratios (ICERs). Cost-effectiveness acceptability curves were estimated. RESULTS In the FindMyApps group, caregiver SSCQ scores were significantly higher compared to care-as-usual, n = 150, mean difference = 0.75, 95% CI [0.14, 1.38]. Other outcomes did not significantly differ between groups. Total societal costs for people with dementia were not significantly different, n = 150, mean difference = €-774, 95%CI [-2.643, .,079]. Total societal costs for caregivers were significantly lower in the FindMyApps group compared to care-as-usual, n = 150, mean difference = € -392, 95% CI [-1.254, -26], largely due to lower supportive care costs, mean difference = €-252, 95% CI [-1.009, 42]. For all outcomes, the probability that FindMyApps was cost-effective at a willingness-to-pay threshold of €0 per point of improvement was 0.72 for people with dementia and 0.93 for caregivers. CONCLUSION FindMyApps is a cost-effective intervention for supporting caregivers' sense of competence. Further implementation of FindMyApps is warranted.
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Affiliation(s)
- David P Neal
- Department of Psychiatry, Amsterdam University Medical Centers, , Amsterdam, The Netherlands
| | - Matej Kucera
- Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, Amsterdam, The Netherlands
- Second Faculty of Medicine, Charles University, Prague, Czech Republic
- National Institute of Mental Health, Klecany, Czech Republic
| | - Barbara C van Munster
- Department of Geriatric Medicine, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Teake P Ettema
- Department of Psychiatry, Amsterdam University Medical Centers, , Amsterdam, The Netherlands
| | - Karin Dijkstra
- School of Health, Saxion University of Applied Sciences, Deventer, The Netherlands
| | - Majon Muller
- Department of Internal Medicine section Geriatrics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Rose-Marie Dröes
- Department of Psychiatry, Amsterdam University Medical Centers, , Amsterdam, The Netherlands
| | - Judith E Bosmans
- Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, Amsterdam, The Netherlands
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Jose A, Sasseville M, Gorus E, Giguère A, Bourbonnais A, Abbasgholizadeh Rahimi S, Balley C, Buyl R, Gagnon MP. Existing Digital Health Technology Index Summary Report for Older Adults Living with Neurocognitive Disorders (Mild and Major) and Their Informal Caregivers: An Environmental Scan. Geriatrics (Basel) 2024; 9:85. [PMID: 39051249 PMCID: PMC11270236 DOI: 10.3390/geriatrics9040085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 06/01/2024] [Accepted: 06/19/2024] [Indexed: 07/27/2024] Open
Abstract
Digital health has added numerous promising solutions to enhance the health and wellness of people with neurocognitive disorders (NCDs) and their informal caregivers. (1) Background: It is important to obtain a comprehensive view of currently available technologies, their outcomes, and conditions of success to inform recommendations regarding digital health solutions for people with NCDs and their caregivers. This environmental scan was performed to identify the features of existing digital health solutions relevant to the targeted population. This work reviews currently available digital health solutions and their related characteristics to develop a decision support tool for older adults living with mild or major neurocognitive disorders and their informal caregivers. This knowledge will aid the development of a decision support tool to assist older adults and their informal caregivers in their search for adequate digital health solutions according to their needs and preferences based on trustable information. (2) Methods: We conducted an environmental scan to identify digital health solutions from a systematic review and targeted searches in the grey literature covering the regions of Canada and Europe. Technological tools were scanned based on a preformatted extraction grid. We assessed their relevance based on selected attributes and summarized the findings. (3) Results: We identified 100 available digital health solutions. The majority (56%) were not specific to NCDs. Only 28% provided scientific evidence of their effectiveness. Remote patient care, movement tracking, and cognitive exercises were the most common purposes of digital health solutions. Most solutions were presented as decision aid tools, pill dispensers, apps, web, or a combination of these platforms. (4) Conclusions: This environmental scan allowed for identifying current digital health solutions for older adults with mild or major neurocognitive disorders and their informal caregivers. Findings from the environmental scan highlight the need for additional approaches to strengthen digital health interventions for the well-being of older adults with mild and major NCDs and their informal and formal healthcare providers.
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Affiliation(s)
- Ambily Jose
- VITAM Research Center in Sustainable Health, Quebec City, QC G1J 2G1, Canada; (A.J.); (M.S.); (A.G.); (C.B.)
| | - Maxime Sasseville
- VITAM Research Center in Sustainable Health, Quebec City, QC G1J 2G1, Canada; (A.J.); (M.S.); (A.G.); (C.B.)
- Faculty of Nursing Sciences, Université Laval, Quebec City, QC G1V 0A6, Canada
| | - Ellen Gorus
- Department of Gerontology, Frailty in Ageing Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium;
| | - Anik Giguère
- VITAM Research Center in Sustainable Health, Quebec City, QC G1J 2G1, Canada; (A.J.); (M.S.); (A.G.); (C.B.)
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec City, QC G1V 0A6, Canada
| | - Anne Bourbonnais
- Faculty of Nursing, Université de Montréal, Montreal, QC H3T 1J4, Canada;
| | - Samira Abbasgholizadeh Rahimi
- Department of Family Medicine, McGill University, Montreal, QC H3A 0G4, Canada;
- Mila-Quebec AI Institute, Montreal, QC H2S 3H1, Canada
| | - Clémence Balley
- VITAM Research Center in Sustainable Health, Quebec City, QC G1J 2G1, Canada; (A.J.); (M.S.); (A.G.); (C.B.)
| | - Ronald Buyl
- Department of Biostatistics and Medical Informatics, Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, 1090 Brussels, Belgium;
| | - Marie-Pierre Gagnon
- VITAM Research Center in Sustainable Health, Quebec City, QC G1J 2G1, Canada; (A.J.); (M.S.); (A.G.); (C.B.)
- Faculty of Nursing Sciences, Université Laval, Quebec City, QC G1V 0A6, Canada
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Maida E, Bresciamorra V, Triassi M, Lanzillo R, Bonavita S, Lavorgna L. Cost-Analysis of Telemedicine Interventions Compared with Traditional Care in the Management of Chronic Neurological Diseases: A Systematic Review. Telemed J E Health 2024; 30:404-414. [PMID: 37466471 DOI: 10.1089/tmj.2023.0106] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2023] Open
Abstract
Background: Telemedicine has proven successful in relieving the burden of chronic neurological disorders from the national health care systems by ensuring a highly customized and effective management plan. Although many studies focus on assessing telemedicine effectiveness, little is known about the economic implications of telemedicine applications in chronic neurological diseases (CNDs). This issue could account for a lack of widespread implementation. Objective: Our study attempted to fill this gap by systematically reviewing scientific literature on the economic evaluation of telemedicine compared with traditional care in the management of CNDs. Methods: We performed a literature search on PubMed, Google Scholar, Scopus, Embase, and Medline. The inclusion criteria were as follows: (1) studies with a full cost-analysis; (2) randomized controlled trials; (3) studies comparing telemedicine interventions with traditional care; (4) articles focusing only on CNDs. Conversely, the exclusion criteria were as follows: (1) studies focusing on acute neurological conditions or other diseases and (2) study protocols, case report, duplicate articles, abstract only, books, letters to editors, and review articles. Results: Ten articles met the inclusion criteria. Three different approaches of telemedicine intervention could be identified: digital cognitive-behavioral therapy (CBT), motor telerehabilitation, and home monitoring and assessment devices. Conclusion: Cost-analysis showed an overall benefit in terms of both cost and effectiveness from the application of telemedicine instead of in-presence management in CNDs. Among the identified interventions, digital CBT proved to be the most cost-saving. However, promising results were also found in monitoring and assessment devices and in telerehabilitation. Definitely, however, more thorough, comprehensive, and high-quality economic evaluation studies are needed.
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Affiliation(s)
- Elisabetta Maida
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Napoli, Italy
| | - Vincenzo Bresciamorra
- Department of Neurosciences and Reproductive and Odontostomatological Sciences and University "Federico II" of Naples, Naples, Italy
| | - Maria Triassi
- Department of Public Health, University "Federico II" of Naples, Naples, Italy
- Interdepartmental Research Center in Healthcare Management and Innovation in Healthcare (CIRMIS), University "Federico II" of Naples, Naples, Italy
| | - Roberta Lanzillo
- Department of Neurosciences and Reproductive and Odontostomatological Sciences and University "Federico II" of Naples, Naples, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Napoli, Italy
| | - Luigi Lavorgna
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Napoli, Italy
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Eaglestone G, Gkaintatzi E, Jiang H, Stoner C, Pacella R, McCrone P. Cost-Effectiveness of Non-pharmacological Interventions for Mild Cognitive Impairment and Dementia: A Systematic Review of Economic Evaluations and a Review of Reviews. PHARMACOECONOMICS - OPEN 2023; 7:887-914. [PMID: 37747616 PMCID: PMC10721583 DOI: 10.1007/s41669-023-00440-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/07/2023] [Indexed: 09/26/2023]
Abstract
BACKGROUND Dementia prevalence is increasing, with no cure at present. Drug therapies have potential side effects and risk of mortality. People with dementia are frequently offered non-pharmacological interventions to improve quality of life and relieve symptoms. Identifying which interventions are cost-effective is important due to finite resources in healthcare services. AIMS The aims were to review published economic evaluations of community and nursing home non-pharmacological interventions for people with mild cognitive impairment or dementia and assess the usefulness of these evaluations for decision making in health services, for use by policy and local and national decision makers. METHODS We conducted a systematic review (PROSPERO CRD42021252999) of economic evaluations of non-pharmacological interventions for dementia or mild cognitive impairment with a narrative approach to data synthesis. EXCLUSIONS interventions for dementia prevention/early detection/end of life care. Databases searched: Academic Search Premier, MEDLINE, Web of Science, EMBASE, Google Scholar, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsycInfo, Psychology and Behavioural Sciences Collection, PsycArticles, Cochrane Database of Systematic Reviews, Business Source Premier and Regional Business News; timeframe 1 January 2011-11 May 2023. Reporting quality was assessed using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS). RESULTS The review included 37 economic evaluations and four reviews worldwide across several distinct forms of care: physical activity, cognition, training, multicomponent, assistive technology and other (specialist dementia care, group living, home care vs care home). The intervention with the strongest evidence of cost-effectiveness was maintenance cognitive stimulation therapy. Case management, occupational therapy and dementia care management also showed good evidence of cost-effectiveness. CONCLUSION More economic evidence on the cost-effectiveness of specific dementia care interventions is needed, with consistency of methods and outcome measures. This could improve local and national decision makers' confidence to promote future cost-effective dementia interventions.
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Affiliation(s)
- Gillian Eaglestone
- Institute for Lifecourse Development, University of Greenwich, London, UK.
| | - Evdoxia Gkaintatzi
- Institute for Lifecourse Development, University of Greenwich, London, UK
| | - Harmony Jiang
- Institute for Lifecourse Development, University of Greenwich, London, UK
| | - Charlotte Stoner
- Institute for Lifecourse Development, University of Greenwich, London, UK
| | - Rosana Pacella
- Institute for Lifecourse Development, University of Greenwich, London, UK
| | - Paul McCrone
- Institute for Lifecourse Development, University of Greenwich, London, UK
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Constantini J, Bliem HR, Crepaz M, Marksteiner J. A Qualitative Literature Search and Pilot Study of Online Support Groups for Patients With Dementia and Their Carers. Gerontol Geriatr Med 2023; 9:23337214231205689. [PMID: 37881348 PMCID: PMC10594960 DOI: 10.1177/23337214231205689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/15/2023] [Indexed: 10/27/2023] Open
Abstract
The ever-growing group of people living with dementia (PLWD) and their relatives face great challenges. The Covid 19 pandemic has once again placed a particular challenge on this vulnerable group. What started a decade earlier with telephone-based support groups experienced a real push during the pandemic in the form of video-based self-help services. The aim of this qualitative literature search in MEDLINE, EMBASE, CINAHL, and PsycINFO with keywords related to online, support group, caregiver, and dementia was to collect the reported experiences by the end of 2022. Peer reviewed journal papers were included when published and written in English. After the joint decision of two reviewers, it was decided to only include studies that were published in Medline. The results of the literature search are compared with experiences of the participants in a presentation group that was transformed into an online group at the time of the COVID-19 pandemic via Zoom. In search yielded a total of 129 articles. 113 articles described different types of interventions, 30 of which had a randomized design. The qualitative literature search showed on the one hand a high interest in online support groups but on the other hand that the effectiveness and efficacy in randomized trials is much less clear. In addition, we investigated the assessments and experiences of the participants in a presentation group that was transformed into an online group at the time of the COVID-19 pandemic via Zoom. This study demonstrates that PLWD and carers on virtual group meetings can express significant emotive capacity and enhanced connectivity with one another despite a diagnosis of mild to moderate dementia. Further research on entry criteria, concerns about online support services in general and necessary support for use is essential to develop the time- and location-independent possibility of video-based online self-help into an important form of support for both PLWD and their caregivers as an additional support option independent of exceptional pandemic situations.
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Affiliation(s)
| | | | - Marc Crepaz
- University of Applied Sciences Tyrol, Innsbruck, Austria
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Maresova P, Režný L, Bauer P, Fadeyi O, Eniayewu O, Barakovic S, Barakovic Husic J. An effectiveness and cost-estimation model for deploying assistive technology solutions in elderly care. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2022. [DOI: 10.1080/20479700.2022.2134635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Petra Maresova
- Faculty of Informatics and Management, University Hradec Kralove, Hradec Kralove, Czechia
| | - Lukáš Režný
- Faculty of Informatics and Management, University Hradec Kralove, Hradec Kralove, Czechia
| | - Petr Bauer
- Faculty of Informatics and Management, University Hradec Kralove, Hradec Kralove, Czechia
| | - Oluwaseun Fadeyi
- Faculty of Informatics and Management, University Hradec Kralove, Hradec Kralove, Czechia
| | | | - Sabina Barakovic
- Faculty of Traffic and Communications, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
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