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Wei A, Bell J, Locke J, Roach A, Rogers A, Plys E, Zaguri-Greener D, Zisberg A, Lopez RP. Family Involvement in the Care of Nursing Home Residents With Dementia: A Scoping Review. J Appl Gerontol 2024; 43:1772-1784. [PMID: 39032173 PMCID: PMC11992682 DOI: 10.1177/07334648241255534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2024] Open
Abstract
Family members are involved in the lives of older adults with dementia in complex ways. This scoping review synthesizes existing research on family involvement in the care of nursing home residents with advanced dementia. Using the Arksey and O'Malley scoping review framework, electronic searches of PubMed, EBSCO's CINAHL Complete, and APA PsychInfo on the Ovid platform were conducted. Twenty-eight studies met inclusion criteria. Emergent themes and definitions of involvement were obtained through thematic analysis, including: (1) contact (through visitation, calling, or writing letters); (2) engagement in care activities (instrumental/activities of daily living); (3) planning and monitoring care (being aware of health and treatment changes, partnership with care staff, ensuring adequate care, and decision-making); and (4) supporting the resident (advocacy, socioemotional support, and financial support). Moreover, limited psychometrically sound instruments exist to measure family involvement. These limitations stall the progression of research targeting family involvement.
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Affiliation(s)
- Andrea Wei
- MGH Institute of Health Professions, Boston, MA, USA
| | - Jessica Bell
- MGH Institute of Health Professions, Boston, MA, USA
| | - Jenna Locke
- MGH Institute of Health Professions, Boston, MA, USA
| | - Ashley Roach
- School of Nursing, Oregon Health & Science University, Portland, OR USA
| | - Anita Rogers
- Department of Nursing, University of Tennessee, Martin, TN, USA
| | - Evan Plys
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Dalit Zaguri-Greener
- The Cheryl Spencer Department of Nursing, University of Haifa, Haifa, Israel
- The Center of Research & Study of Aging Faculty of Social Welfare and Health Science, University of Haifa, Haifa, Israel
- Department of Nursing Sciences, Ruppin Academic Center, Emek- Hefer, Israel
| | - Anna Zisberg
- The Cheryl Spencer Department of Nursing, University of Haifa, Haifa, Israel
- The Center of Research & Study of Aging Faculty of Social Welfare and Health Science, University of Haifa, Haifa, Israel
| | - Ruth P. Lopez
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, Boston, MA, USA
- The Cheryl Spencer Department of Nursing, University of Haifa, Haifa, Israel
- The Center of Research & Study of Aging Faculty of Social Welfare and Health Science, University of Haifa, Haifa, Israel
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Barsan K, Swindle J, Boscart VM, Chacinsky D, Hoben M, Hopper T, McGilton K, O'Rourke HM. Remote visits to address loneliness for people living with dementia in care homes: A descriptive qualitative study of visitors' perceptions. J Adv Nurs 2024; 80:4676-4688. [PMID: 38383118 DOI: 10.1111/jan.16112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 01/08/2024] [Accepted: 02/06/2024] [Indexed: 02/23/2024]
Abstract
AIMS To assess visitors' perceptions of the benefits and challenges related to engaging in a remote visit intervention, which was designed to address the loneliness of people living with moderate to severe dementia in care homes. DESIGN A qualitative descriptive study. METHODS Twenty-four people living with dementia in care homes in Canada and their family and friends (i.e., remote visitors) took part in facilitated remote visits in 2021. Each person living with dementia received scheduled visits for 30-60 min per week for 6 weeks. Participants chose to complete one longer visit, or multiple shorter visits, per week. Twenty remote visitors participated in semi-structured interviews after six weeks to discuss their perspectives on the effectiveness, benefits and challenges of the program in relation to addressing experiences of loneliness of the person living with dementia. Conventional content analysis was used to analyze the data. RESULTS We describe three themes and several sub-themes. Themes support the use of remote visits to enhance, rather than replace, in-person visits; the benefits of remote visits for the person living with dementia and their remote visitors; and the conditions that lead to a successful remote visit. CONCLUSION Remote visitors reported that facilitated visits had positive effects for both visitors and people living with dementia with respect to loneliness, communication, relationships, and social connection. IMPLICATIONS FOR PATIENT CARE Clinicians can consider the factors that contributed to positive experiences of remote visits. The factors include individualized, facilitated visits that were flexible, and the use of reliable technology in a supportive, distraction-free environment. IMPACT Loneliness and social isolation are growing health concerns. When experienced by people living with dementia residing in long-term care homes, loneliness and social isolation can result in lower levels of quality of life and well-being, and higher levels of anxiety and responsive behaviours. Remote visitors perceived that facilitated remote visits have the potential to address loneliness and improve quality of life for people living with dementia and also offer social support to remote visitors. The findings can impact clinician practice by guiding the use of remote visits in care homes, and inform future intervention research to evaluate the effectiveness of remote visits for people living with dementia and their remote visitors. REPORTING METHOD This manuscript adheres to the relevant EQUATOR guidelines (the Consolidated criteria for reporting qualitative research or COREQ). PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Kelti Barsan
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Jennifer Swindle
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Veronique M Boscart
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Dorothy Chacinsky
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Matthias Hoben
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
- Faculty of Health, School of Health Policy and Management, York University, Toronto, Alberta, Canada
| | - Tammy Hopper
- College of Health Sciences, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Katherine McGilton
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Hannah M O'Rourke
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
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Thibault D, Whynot TD, Swindle J, Lee H, O'Rourke HM. Acceptability of a Personal Contact Intervention among People Living with Dementia: Might Baseline Contact Matter? Can J Aging 2023; 42:761-770. [PMID: 37580984 DOI: 10.1017/s071498082300034x] [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: 08/16/2023] Open
Abstract
Our study aimed to explore how perceived baseline contact may influence acceptability of Connecting Today, a personal contact intervention, among people living with dementia. We aimed to generate hypotheses for testing in future studies. This was a sub-group analysis of pilot study data. Fifteen people living with mild to moderate dementia participated in Connecting Today. We explored how perceptions of intervention acceptability may differ in groups reporting weekly contact (n = 8) compared with groups reporting monthly/unknown (n = 7) contact at baseline. Measures of acceptability included a treatment perceptions and preferences questionnaire, and the number of and reasons for non-consent, missing data, and study withdrawal. We used descriptive statistics and content analysis. In visits one and two, a larger proportion (85.7-100%) of low baseline contact participants reported feeling better, and indicated that the visits helped them and were easy "mostly" or "a lot", compared with the high baseline contact group (37.5-62.5%). Most missing data (71%) and all study withdrawals occurred in the high baseline contact group. Scheduled in-person visits with family, friends, or a volunteer may appeal to residents in care homes who have few existing opportunities for routine, one-on-one visits with others. Hypotheses generated should be tested in future studies.
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Affiliation(s)
| | | | | | - Heunjung Lee
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
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O’Rourke HM. Connecting Today: Feasibility and acceptability of a remote visiting program for people living with dementia in long-term care homes. DEMENTIA 2023; 22:1321-1347. [PMID: 37341515 PMCID: PMC10521164 DOI: 10.1177/14713012231176858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
OBJECTIVES Social isolation and loneliness affect the quality of life of people living with dementia, yet few interventions have been developed for this population. The purpose of this study was to assess the feasibility and acceptability of 'Connecting Today', a remote visiting program designed for use with care home residents living with dementia. METHODS This was a feasibility study to assess whether Connecting Today can be delivered in care homes, and was acceptable to family and friends and people living with dementia. We used a single-group before/after design and included residents ≥ 65 years old with a dementia diagnosis from two care homes in Alberta, Canada. Connecting Today involved up to 60 min per week of facilitated remote visits for 6 weeks. To understand feasibility, we assessed rates and reasons for non-enrollment, withdrawal and missing data. We assessed acceptability with the Observed Emotion Rating Scale (residents) and a Treatment Perception and Preferences Questionnaire (family and friends). Data were analyzed with descriptive statistics. RESULTS Of 122 eligible residents, 19.7% (n = 24) enrolled (mean age = 87.9 years, 70.8% females). Three residents withdrew from the study before the first week of calls. Among 21 remaining residents, 62%-90% completed at least 1 call each week. All the calls were completed by videoconference, rather than by phone. Alertness and pleasure were observed for ≥92% of residents during calls. The 24 contacts rated Connecting Today as logical, effective and low risk. CONCLUSIONS Facilitated, remote visits are feasible and highly acceptable to residents and their family and friend contacts. Connecting Today shows promise to address social isolation and loneliness for people living with moderate to severe dementia because it can promote positive engagement in meaningful interactions with their family and friends while they are living in a care home. Future studies will test effectiveness of Connecting Today in a large sample.
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Affiliation(s)
- Hannah M O’Rourke
- College of Health Sciences, Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
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Martínez-Payá M, Carrillo I, Guilabert M. Lessons Learned from the COVID-19 Pandemic in Nursing Homes: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16919. [PMID: 36554806 PMCID: PMC9779143 DOI: 10.3390/ijerph192416919] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/12/2022] [Accepted: 12/14/2022] [Indexed: 06/17/2023]
Abstract
Nursing homes are one of the hardest-hit environments in terms of mortality from COVID-19. Given the reactive management of the pandemic, it is necessary to reflect on, and answer, the question as to which good practices (interventions) were implemented in care homes (population) to improve management and care quality (outcomes). This systematic review aimed to identify and describe good practices adopted in care homes during the COVID-19 pandemic or other recent epidemics. We conducted searches in Embase, PubMed, ScienceDirect, ProQuest Central, and Scopus over the period 1-30 November, 2021, using the descriptors "nursing homes", "long-term care", "long-term care facilities" and "COVID-19"; and the keywords "learnings", "lessons", "positive learnings", "positive lessons", "SARS", "MERS", "COVID-19" and "pandemic". We identified 15 papers describing 14 best practices and 26 specific actions taken for COVID-19 management in long-term care facilities. Following the IDEF methodology, the practices were classified into strategic processes (staff training, communication with the national health system, person-centered care, and protocols), operational processes (cohorts, diagnostic testing, case monitoring, personal protective equipment, staff reinforcement, restriction of visits, social distancing, and alternative means for communication with families) and support processes (provision of equipment and hygiene reinforcement). Fifty percent of practices were likely to be maintained beyond the outbreak to improve the operation and quality of the long-term care facilities. This review summarizes the most common measures adopted to manage the COVID-19 pandemic in the context of increased vulnerability and highlights the deficiencies that must be addressed.
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Affiliation(s)
| | - Irene Carrillo
- Health Psychology Department, Miguel Hernandez University, 03202 Elche, Spain
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Fotteler ML, Mühlbauer V, Brefka S, Mayer S, Kohn B, Holl F, Swoboda W, Gaugisch P, Risch B, Denkinger M, Dallmeier D. The Effectiveness of Assistive Technologies for Older Adults and the Influence of Frailty: Systematic Literature Review of Randomized Controlled Trials. JMIR Aging 2022; 5:e31916. [PMID: 35377322 PMCID: PMC9016506 DOI: 10.2196/31916] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/09/2021] [Accepted: 12/13/2021] [Indexed: 12/05/2022] Open
Abstract
Background The use of assistive technologies (ATs) to support older people has been fueled by the demographic change and technological progress in many countries. These devices are designed to assist seniors, enable independent living at home or in residential facilities, and improve quality of life by addressing age-related difficulties. Objective We aimed to evaluate the effectiveness of ATs on relevant outcomes with a focus on frail older adults. Methods A systematic literature review of randomized controlled trials evaluating ATs was performed according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The Ovid Medline, PsycINFO, SocIndex, CINAHL (Cumulative Index to Nursing and Allied Health Literature), CENTRAL (Cochrane Central Register of Controlled Trials), and IEEEXplore databases were searched from January 1, 2009, to March 15, 2019. ATs were included when aiming to support the domains autonomy, communication, or safety of older people with a mean age ≥65 years. Trials performed within a laboratory setting were excluded. Studies were retrospectively categorized according to the physical frailty status of participants. Results A total of 19 trials with a high level of heterogeneity were included in the analysis. Six device categories were identified: mobility, personal disease management, medication, mental support, hearing, and vision. Eight trials showed significant effectiveness in all or some of the primary outcome measures. Personal disease management devices seem to be the most effective, with four out of five studies showing significant improvement of disease-related outcomes. Frailty could only be assessed for seven trials. Studies including participants with significant or severe impairment showed no effectiveness. Conclusions Different ATs show some promising results in well-functioning but not in frail older adults, suggesting that the evaluated ATs might not (yet) be suitable for this subgroup. The uncertainty of the effectiveness of ATs and the lack of high-quality research for many promising supportive devices were confirmed in this systematic review. Large studies, also including frail older adults, and clear standards are needed in the future to guide professionals, older users, and their relatives. Trial Registration PROSPERO CRD42019130249; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=130249
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Affiliation(s)
- Marina Liselotte Fotteler
- DigiHealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany.,Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Institute for Geriatric Research, Ulm University, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany
| | - Viktoria Mühlbauer
- DigiHealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany
| | - Simone Brefka
- Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Institute for Geriatric Research, Ulm University, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany
| | - Sarah Mayer
- Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany
| | - Brigitte Kohn
- Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany
| | - Felix Holl
- DigiHealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany.,Institute for Medical Information Processing, Biometry, and Epidemiology, Ludwig Maximilian University of Munich, Munich, Germany.,Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, United States
| | - Walter Swoboda
- DigiHealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany
| | - Petra Gaugisch
- Fraunhofer-Institute for Industrial Engineering, Stuttgart, Germany
| | - Beate Risch
- Fraunhofer-Institute for Industrial Engineering, Stuttgart, Germany
| | - Michael Denkinger
- Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Institute for Geriatric Research, Ulm University, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany
| | - Dhayana Dallmeier
- Research Unit on Ageing, Agaplesion Bethesda Clinic Ulm, Ulm, Germany.,Geriatric Center Ulm/Alb-Donau, Ulm, Germany.,Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States
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Behera CK, Condell J, Dora S, Gibson DS, Leavey G. State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2021; 21:4688. [PMID: 34300428 PMCID: PMC8309480 DOI: 10.3390/s21144688] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 05/31/2021] [Accepted: 07/02/2021] [Indexed: 01/10/2023]
Abstract
In the last decade, there has been a significant increase in the number of people diagnosed with dementia. With diminishing public health and social care resources, there is substantial need for assistive technology-based devices that support independent living. However, existing devices may not fully meet these needs due to fears and uncertainties about their use, educational support, and finances. Further challenges have been created by COVID-19 and the need for improved safety and security. We have performed a systematic review by exploring several databases describing assistive technologies for dementia and identifying relevant publications for this review. We found there is significant need for appropriate user testing of such devices and have highlighted certifying bodies for this purpose. Given the safety measures imposed by the COVID-19 pandemic, this review identifies the benefits and challenges of existing assistive technologies for people living with dementia and their caregivers. It also provides suggestions for future research in these areas.
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Affiliation(s)
- Chandan Kumar Behera
- Intelligent Systems Research Centre, Faculty of Computing, Engineering and Built Environment, University of Ulster, Northland Road, Londonderry BT48 7JL, UK; (C.K.B.); (S.D.); (G.L.)
| | - Joan Condell
- Intelligent Systems Research Centre, Faculty of Computing, Engineering and Built Environment, University of Ulster, Northland Road, Londonderry BT48 7JL, UK; (C.K.B.); (S.D.); (G.L.)
| | - Shirin Dora
- Intelligent Systems Research Centre, Faculty of Computing, Engineering and Built Environment, University of Ulster, Northland Road, Londonderry BT48 7JL, UK; (C.K.B.); (S.D.); (G.L.)
| | - David S. Gibson
- Northern Ireland Centre for Stratified Medicine (NICSM), Biomedical Sciences Research Institute, University of Ulster, Altnagelvin Area Hospital, C-TRIC Building, Glenshane Road, Londonderry BT47 6SB, UK;
| | - Gerard Leavey
- Intelligent Systems Research Centre, Faculty of Computing, Engineering and Built Environment, University of Ulster, Northland Road, Londonderry BT48 7JL, UK; (C.K.B.); (S.D.); (G.L.)
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Nilsson MY, Andersson S, Magnusson L, Hanson E. Ambient assisted living technology-mediated interventions for older people and their informal carers in the context of healthy ageing: A scoping review. Health Sci Rep 2021; 4:e225. [PMID: 33392394 PMCID: PMC7770427 DOI: 10.1002/hsr2.225] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/30/2020] [Accepted: 12/03/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND AIMS There is a growing demand for health and social care services to provide technology-mediated interventions that promote the health and well-being of older people with health or care needs and of their informal carers. The objectives of this study were to scope and review the nature and extent of prior intervention studies involving ambient assisted living technology-mediated interventions for older people and their informal carers, and how and in what ways (if any) the goals and aims of these interventions reflected the domains of the World Health Organization framework for healthy ageing. METHODS We conducted a scoping review. Data were collected between June and October 2018 with an updated search in October 2020. A total of 85 articles were eligible for inclusion. RESULTS Nine categories described the aims and content of the included studies. The healthy ageing domain "Ability to meet basic needs" was mirrored in four categories, whereas "Ability to contribute to society" was not addressed at all. CONCLUSION The ways in which domains of healthy ageing are mirrored suggest that there is an emphasis on individual factors and individual responsibility, and a lack of attention given to broader, environmental factors affecting healthy ageing. Only a few of the studies used a dyadic approach when assessing health outcomes concerning older people and their informal carers.
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Affiliation(s)
- Maria Y. Nilsson
- Department of Health and Caring SciencesSwedish Family Care Competence Centre, Linnaeus UniversityKalmarSweden
| | - Stefan Andersson
- Department of Health and Caring SciencesSwedish Family Care Competence Centre, Linnaeus UniversityKalmarSweden
| | - Lennart Magnusson
- Department of Health and Caring SciencesSwedish Family Care Competence Centre, Linnaeus UniversityKalmarSweden
| | - Elizabeth Hanson
- Department of Health and Caring SciencesSwedish Family Care Competence Centre, Linnaeus UniversityKalmarSweden
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Scott IA, Scuffham P, Gupta D, Harch TM, Borchi J, Richards B. Going digital: a narrative overview of the effects, quality and utility of mobile apps in chronic disease self-management. AUST HEALTH REV 2020; 44:62-82. [PMID: 30419185 DOI: 10.1071/ah18064] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 09/04/2018] [Indexed: 12/16/2022]
Abstract
Objective Smartphone health applications (apps) are being increasingly used to assist patients in chronic disease self-management. The effects of such apps on patient outcomes are uncertain, as are design features that maximise usability and efficacy, and the best methods for evaluating app quality and utility. Methods In assessing efficacy, PubMed, Cochrane Library and EMBASE were searched for systematic reviews (and single studies if no systematic review was available) published between January 2007 and January 2018 using search terms (and synonyms) of 'smartphone' and 'mobile applications', and terms for each of 11 chronic diseases: asthma, chronic obstructive lung disease (COPD), diabetes, chronic pain, serious mental health disorders, alcohol and substance addiction, heart failure, ischaemic heart disease, cancer, cognitive impairment, chronic kidney disease (CKD). With regard to design features and evaluation methods, additional reviews were sought using search terms 'design', 'quality,' 'usability', 'functionality,' 'adherence', 'evaluation' and related synonyms. Results Of 13 reviews and six single studies assessing efficacy, consistent evidence of benefit was seen only with apps for diabetes, as measured by decreased glycosylated haemoglobin levels (HbA1c). Some, but not all, studies showed benefit in asthma, low back pain, alcohol addiction, heart failure, ischaemic heart disease and cancer. There was no evidence of benefit in COPD, cognitive impairment or CKD. In all studies, benefits were clinically marginal and none related to morbid events or hospitalisation. Twelve design features were identified as enhancing usability. An evaluation framework comprising 32 items was formulated. Conclusion Evidence of clinical benefit of most available apps is very limited. Design features that enhance usability and maximise efficacy were identified. A provisional 'first-pass' evaluation framework is proposed that can help decide which apps should be endorsed by government agencies following more detailed technical assessments and which could then be recommended with confidence by clinicians to their patients. What is known about the topic? Smartphone health apps have attracted considerable interest from patients and health managers as a means of promoting more effective self-management of chronic diseases, which leads to better health outcomes. However, most commercially available apps have never been evaluated for benefits or harms in clinical trials, and there are currently no agreed quality criteria, standards or regulations to ensure health apps are user-friendly, accurate in content, evidence based or efficacious. What does this paper add? This paper presents a comprehensive review of evidence relating to the efficacy, usability and evaluation of apps for 11 common diseases aimed at assisting patients in self-management. Consistent evidence of benefit was only seen for diabetes apps; there was absent or conflicting evidence of benefit for apps for the remaining 10 diseases. Benefits that were detected were of marginal clinical importance, with no reporting of hard clinical end-points, such as mortality or hospitalisations. Only a minority of studies explicitly reported using behaviour change theories to underpin the app intervention. Many apps lacked design features that the literature identified as enhancing usability and potential to confer benefit. Despite a plethora of published evaluation tools, there is no universal framework that covers all relevant clinical and technical attributes. An inclusive list of evaluation criteria is proposed that may overcome this shortcoming. What are the implications for practitioners? The number of smartphone apps will continue to grow, as will the appetite for patients and clinicians to use them in chronic disease self-management. However, the evidence to date of clinical benefit of most apps already available is very limited. Design features that enhance usability and clinical efficacy need to be considered. In making decisions about which apps should be endorsed by government agencies and recommended with confidence by clinicians to their patients, a comprehensive but workable evaluation framework needs to be used by bodies assuming the roles of setting and applying standards.
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Affiliation(s)
- Ian A Scott
- Princess Alexandra Hospital, 199 Ipswich Road, Woolloongabba, Brisbane 4102, Australia. Email
| | - Paul Scuffham
- Menzies Health Institute Queensland, Griffith University (Nathan campus), 170 Kessels Road, Nathan, Brisbane 4111, Australia. Email
| | - Deepali Gupta
- Princess Alexandra Hospital, 199 Ipswich Road, Woolloongabba, Brisbane 4102, Australia. Email
| | - Tanya M Harch
- eHealth Queensland, 2/315 Brunswick St, Fortitude Valley, Brisbane 4006, Australia.
| | - John Borchi
- eHealth Queensland, 2/315 Brunswick St, Fortitude Valley, Brisbane 4006, Australia.
| | - Brent Richards
- Gold Coast University Hospital, 1 Hospital Boulevard, Southport 4215, Australia. Email
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Cheong CY, Yap PLK. Timely Reminders from COVID-19 for Dementia Care. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2020. [DOI: 10.47102/annals-acadmedsg.2020215] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Noone C, McSharry J, Smalle M, Burns A, Dwan K, Devane D, Morrissey EC. Video calls for reducing social isolation and loneliness in older people: a rapid review. Cochrane Database Syst Rev 2020; 5:CD013632. [PMID: 32441330 PMCID: PMC7387868 DOI: 10.1002/14651858.cd013632] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND The current COVID-19 pandemic has been identified as a possible trigger for increases in loneliness and social isolation among older people due to the restrictions on movement that many countries have put in place. Loneliness and social isolation are consistently identified as risk factors for poor mental and physical health in older people. Video calls may help older people stay connected during the current crisis by widening the participant's social circle or by increasing the frequency of contact with existing acquaintances. OBJECTIVES The primary objective of this rapid review is to assess the effectiveness of video calls for reducing social isolation and loneliness in older adults. The review also sought to address the effectiveness of video calls on reducing symptoms of depression and improving quality of life. SEARCH METHODS We searched CENTRAL, MEDLINE, PsycINFO and CINAHL from 1 January 2004 to 7 April 2020. We also searched the references of relevant systematic reviews. SELECTION CRITERIA Randomised controlled trials (RCTs) and quasi-RCTs (including cluster designs) were eligible for inclusion. We excluded all other study designs. The samples in included studies needed to have a mean age of at least 65 years. We included studies that included participants whether or not they were experiencing symptoms of loneliness or social isolation at baseline. Any intervention in which a core component involved the use of the internet to facilitate video calls or video conferencing through computers, smartphones or tablets with the intention of reducing loneliness or social isolation, or both, in older adults was eligible for inclusion. We included studies in the review if they reported self-report measures of loneliness, social isolation, symptoms of depression or quality of life. Two review authors screened 25% of abstracts; a third review author resolved conflicts. A single review author screened the remaining abstracts. The second review author screened all excluded abstracts and we resolved conflicts by consensus or by involving a third review author. We followed the same process for full-text articles. DATA COLLECTION AND ANALYSIS One review author extracted data, which another review author checked. The primary outcomes were loneliness and social isolation and the secondary outcomes were symptoms of depression and quality of life. One review author rated the certainty of evidence for the primary outcomes according to the GRADE approach and another review author checked the ratings. We conducted fixed-effect meta-analyses for the primary outcome, loneliness, and the secondary outcome, symptoms of depression. MAIN RESULTS We identified three cluster quasi-randomised trials, which together included 201 participants. The included studies compared video call interventions to usual care in nursing homes. None of these studies were conducted during the COVID-19 pandemic. Each study measured loneliness using the UCLA Loneliness Scale. Total scores range from 20 (least lonely) to 80 (most lonely). The evidence was very uncertain and suggests that video calls may result in little to no difference in scores on the UCLA Loneliness Scale compared to usual care at three months (mean difference (MD) -0.44, 95% confidence interval (CI) -3.28 to 2.41; 3 studies; 201 participants), at six months (MD -0.34, 95% CI -3.41 to 2.72; 2 studies; 152 participants) and at 12 months (MD -2.40, 95% CI -7.20 to 2.40; 1 study; 90 participants). We downgraded the certainty of this evidence by three levels for study limitations, imprecision and indirectness. None of the included studies reported social isolation as an outcome. Each study measured symptoms of depression using the Geriatric Depression Scale. Total scores range from 0 (better) to 30 (worse). The evidence was very uncertain and suggests that video calls may result in little to no difference in scores on the Geriatric Depression Scale compared to usual care at three months' follow-up (MD 0.41, 95% CI -0.90 to 1.72; 3 studies; 201 participants) or six months' follow-up (MD -0.83, 95% CI -2.43 to 0.76; 2 studies, 152 participants). The evidence suggests that video calls may have a small effect on symptoms of depression at one-year follow-up, though this finding is imprecise (MD -2.04, 95% CI -3.98 to -0.10; 1 study; 90 participants). We downgraded the certainty of this evidence by three levels for study limitations, imprecision and indirectness. Only one study, with 62 participants, reported quality of life. The study measured quality of life using a Taiwanese adaptation of the Short-Form 36-question health survey (SF-36), which consists of eight subscales that measure different aspects of quality of life: physical function; physical role; emotional role; social function; pain: vitality; mental health; and physical health. Each subscale is scored from 0 (poor health) to 100 (good health). The evidence is very uncertain and suggests that there may be little to no difference between people allocated to usual care and those allocated to video calls in three-month scores in physical function (MD 2.88, 95% CI -5.01 to 10.77), physical role (MD -7.66, 95% CI -24.08 to 8.76), emotional role (MD -7.18, 95% CI -16.23 to 1.87), social function (MD 2.77, 95% CI -8.87 to 14.41), pain scores (MD -3.25, 95% CI -15.11 to 8.61), vitality scores (MD -3.60, 95% CI -9.01 to 1.81), mental health (MD 9.19, 95% CI 0.36 to 18.02) and physical health (MD 5.16, 95% CI -2.48 to 12.80). We downgraded the certainty of this evidence by three levels for study limitations, imprecision and indirectness. AUTHORS' CONCLUSIONS Based on this review there is currently very uncertain evidence on the effectiveness of video call interventions to reduce loneliness in older adults. The review did not include any studies that reported evidence of the effectiveness of video call interventions to address social isolation in older adults. The evidence regarding the effectiveness of video calls for outcomes of symptoms of depression was very uncertain. Future research in this area needs to use more rigorous methods and more diverse and representative participants. Specifically, future studies should target older adults, who are demonstrably lonely or socially isolated, or both, across a range of settings to determine whether video call interventions are effective in a population in which these outcomes are in need of improvement.
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Affiliation(s)
- Chris Noone
- School of Psychology, National University of Ireland Galway, Galway, Ireland
| | - Jenny McSharry
- School of Psychology, National University of Ireland Galway, Galway, Ireland
| | - Mike Smalle
- James Hardiman Library, National University of Ireland Galway, Galway, Ireland
| | - Annette Burns
- Institute of Public Health in Ireland, Dublin 8, Ireland
| | - Kerry Dwan
- Review Production and Quality Unit, Editorial & Methods Department, Cochrane Central Executive, London, UK
| | - Declan Devane
- School of Nursing and Midwifery, National University of Ireland Galway, Galway, Ireland
| | - Eimear C Morrissey
- School of Medicine, National University of Ireland Galway, Galway, Ireland
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12
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Alnes RE, Berg H, Krøvel B, Blindheim K. «Du har på en måte hatt besøk, vet du!». TIDSSKRIFT FOR OMSORGSFORSKNING 2020. [DOI: 10.18261/issn.2387-5984-2019-02-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
| | - Helen Berg
- NTNU, Institutt for samfunnsmedisin og sykepleie, Trondheim
| | | | - Kari Blindheim
- NTNU, Institutt for helsevitenskap, Ålesund og Senter for omsorgsforskning
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13
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Moyle W, Jones C, Dwan T, Ownsworth T, Sung B. Using telepresence for social connection: views of older people with dementia, families, and health professionals from a mixed methods pilot study. Aging Ment Health 2019; 23:1643-1650. [PMID: 30450924 DOI: 10.1080/13607863.2018.1509297] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Objectives: To explore the acceptability of telepresence robots in dementia care from the perspectives of people with dementia, family carers, and health professionals/trainees, and investigate the utility of a social presence assessment tool, the Modified-Temple Presence Inventory (Modified-TPI), for people with dementia. Method: A mixed-methods pilot study conducted in a social robotics laboratory. Three participant groups (n = 22) - dyads of people with dementia and their carers (n = 5 respectively), and health professionals/trainees (n = 12) - participated in individual one-off intervention sessions with the telepresence robot, Giraff, with follow-up interviews. Sessions covered how to use Giraff, followed by interactive practice in making a video-call involving conversation and manoeuvring of Giraff. Participants with dementia experienced receiving a call made by their carer; healthcare professionals/trainees experienced making and receiving a call. Outcomes of interest were sense of presence [Modified-TPI], affective response (International Positive and Negative Affect Schedule [I-PANAS-S]; Observable Displays of Affect Scale [ODAS]), and attitudes and reactions to Giraff (semi-structured interviews). Results: Participants reported a sense of authenticity and social connection through the experience. They indicated positive social presence through Giraff, and significantly higher positive (mean score 18.77; ±4.00) than negative affect (mean score 8.05; ±1.76) on the I-PANAS-SF, and on the facial display subscale of the ODAS (positive - mean score 15.50; ±3.51 versus negative - mean score 4.00; ±0.00). Conclusion: Telepresence has potential use in situations where people with dementia require social connection. Studies with larger sample sizes, varied characteristics, and cost-effectiveness analysis are needed to inform the application of telepresence in healthcare practice.
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Affiliation(s)
- Wendy Moyle
- Menzies Health Institute Queensland, Griffith University , Brisbane , Queensland , Australia.,School of Nursing and Midwifery, Nathan Campus Griffith University , Brisbane , Queensland , Australia
| | - Cindy Jones
- Menzies Health Institute Queensland, Griffith University , Brisbane , Queensland , Australia.,School of Nursing and Midwifery, Nathan Campus Griffith University , Brisbane , Queensland , Australia
| | - Toni Dwan
- Menzies Health Institute Queensland, Griffith University , Brisbane , Queensland , Australia
| | - Tamara Ownsworth
- Menzies Health Institute Queensland, Griffith University , Brisbane , Queensland , Australia.,School of Applied Psychology, Mt Gravatt Campus Griffith University , Brisbane , Queensland , Australia
| | - Billy Sung
- Menzies Health Institute Queensland, Griffith University , Brisbane , Queensland , Australia.,Faculty of Business and Law School of Marketing, Curtin University , Perth , Western Australia , Australia
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14
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Astell AJ, Bouranis N, Hoey J, Lindauer A, Mihailidis A, Nugent C, Robillard JM. Technology and Dementia: The Future is Now. Dement Geriatr Cogn Disord 2019; 47:131-139. [PMID: 31247624 PMCID: PMC6643496 DOI: 10.1159/000497800] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Technology has multiple potential applications to dementia from diagnosis and assessment to care delivery and supporting ageing in place. OBJECTIVES To summarise key areas of technology development in dementia and identify future directions and implications. METHOD Members of the US Alzheimer's Association Technology Professional Interest Area involved in delivering the annual pre-conference summarised existing knowledge on current and future technology developments in dementia. RESULTS The main domains of technology development are as follows: (i) diagnosis, assessment and monitoring, (ii) maintenance of functioning, (iii) leisure and activity, (iv) caregiving and management. CONCLUSIONS The pace of technology development requires urgent policy, funding and practice change, away from a narrow medical approach, to a holistic model that facilitates future risk reduction and prevention strategies, enables earlier detection and supports implementation at scale for a meaningful and fulfilling life with dementia.
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Affiliation(s)
- Arlene J. Astell
- Department of Occupational Sciences and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Toronto Rehabilitation Institute, Toronto, Toronto, Ontario, Canada,School of Psychology and Clinical Language Sciences, University of Reading, Reading, United Kingdom,*Arlene J. Astell, School of Psychology & Clinical Language Sciences, University of Reading, Reading (UK), E-Mail
| | - Nicole Bouranis
- Layton Aging and Alzheimer's Disease Center, Oregon Health and Science University, Portland, Oregon, USA
| | - Jesse Hoey
- David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada
| | - Allison Lindauer
- Oregon Roybal Center for Aging and Technology (ORCATECH), Oregon Health and Science University, Portland, Oregon, USA
| | - Alex Mihailidis
- Department of Occupational Sciences and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Chris Nugent
- School of Computing, Ulster University, Northern Ireland, United Kingdom
| | - Julie M. Robillard
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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15
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Hanratty B, Craig D, Brittain K, Spilsbury K, Vines J, Wilson P. Innovation to enhance health in care homes and evaluation of tools for measuring outcomes of care: rapid evidence synthesis. HEALTH SERVICES AND DELIVERY RESEARCH 2019. [DOI: 10.3310/hsdr07270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BackgroundFlexible, integrated models of service delivery are being developed to meet the changing demands of an ageing population. To underpin the spread of innovative models of care across the NHS, summaries of the current research evidence are needed. This report focuses exclusively on care homes and reviews work in four specific areas, identified as key enablers for the NHS England vanguard programme.AimTo conduct a rapid synthesis of evidence relating to enhancing health in care homes across four key areas: technology, communication and engagement, workforce and evaluation.Objectives(1) To map the published literature on the uses, benefits and challenges of technology in care homes; flexible and innovative uses of the nursing and support workforce to benefit resident care; communication and engagement between care homes, communities and health-related organisations; and approaches to the evaluation of new models of care in care homes. (2) To conduct rapid, systematic syntheses of evidence to answer the following questions. Which technologies have a positive impact on resident health and well-being? How should care homes and the NHS communicate to enhance resident, family and staff outcomes and experiences? Which measurement tools have been validated for use in UK care homes? What is the evidence that staffing levels (i.e. ratio of registered nurses and support staff to residents or different levels of support staff) influence resident outcomes?Data sourcesSearches of MEDLINE, CINAHL, Science Citation Index, Cochrane Database of Systematic Reviews, DARE (Database of Abstracts of Reviews of Effects) and Index to Theses. Grey literature was sought via Google™ (Mountain View, CA, USA) and websites relevant to each individual search.DesignMapping review and rapid, systematic evidence syntheses.SettingCare homes with and without nursing in high-income countries.Review methodsPublished literature was mapped to a bespoke framework, and four linked rapid critical reviews of the available evidence were undertaken using systematic methods. Data were not suitable for meta-analysis, and are presented in narrative syntheses.ResultsSeven hundred and sixty-one studies were mapped across the four topic areas, and 65 studies were included in systematic rapid reviews. This work identified a paucity of large, high-quality research studies, particularly from the UK. The key findings include the following. (1) Technology: some of the most promising interventions appear to be games that promote physical activity and enhance mental health and well-being. (2) Communication and engagement: structured communication tools have been shown to enhance communication with health services and resident outcomes in US studies. No robust evidence was identified on care home engagement with communities. (3) Evaluation: 6 of the 65 measurement tools identified had been validated for use in UK care homes, two of which provide general assessments of care. The methodological quality of all six tools was assessed as poor. (4) Workforce: joint working within and beyond the care home and initiatives that focus on staff taking on new but specific care tasks appear to be associated with enhanced outcomes. Evidence for staff taking on traditional nursing tasks without qualification is limited, but promising.LimitationsThis review was restricted to English-language publications after the year 2000. The rapid methodology has facilitated a broad review in a short time period, but the possibility of omissions and errors cannot be excluded.ConclusionsThis review provides limited evidential support for some of the innovations in the NHS vanguard programme, and identifies key issues and gaps for future research and evaluation.Future workFuture work should provide high-quality evidence, in particular experimental studies, economic evaluations and research sensitive to the UK context.Study registrationThis study is registered as PROSPERO CRD42016052933, CRD42016052933, CRD42016052937 and CRD42016052938.FundingThe National Institute for Health Research Health Services and Delivery Research programme.
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Affiliation(s)
- Barbara Hanratty
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Dawn Craig
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Katie Brittain
- Department of Nursing, Midwifery and Health, Northumbria University, Newcastle upon Tyne, UK
| | | | - John Vines
- Northumbria School of Design, Northumbria University, Newcastle upon Tyne, UK
| | - Paul Wilson
- Alliance Manchester Business School, University of Manchester, Manchester, UK
- National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care (NIHR CLAHRC) Greater Manchester, University of Manchester, Manchester, UK
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16
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Bateman DR, Srinivas B, Emmett TW, Schleyer TK, Holden RJ, Hendrie HC, Callahan CM. Categorizing Health Outcomes and Efficacy of mHealth Apps for Persons With Cognitive Impairment: A Systematic Review. J Med Internet Res 2017; 19:e301. [PMID: 28855146 PMCID: PMC5597798 DOI: 10.2196/jmir.7814] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2017] [Revised: 07/15/2017] [Accepted: 08/01/2017] [Indexed: 01/18/2023] Open
Abstract
Background Use of mobile health (mHealth) apps is growing at an exponential rate in the United States and around the world. Mild cognitive impairment (MCI), Alzheimer disease, and related dementias are a global health problem. Numerous mHealth interventions exist for this population, yet the effect of these interventions on health has not been systematically described. Objective The aim of this study is to catalog the types of health outcomes used to measure effectiveness of mHealth interventions and assess which mHealth interventions have been shown to improve the health of persons with MCI, Alzheimer disease, and dementia. Methods We searched 13 databases, including Ovid MEDLINE, PubMed, EMBASE, the full Cochrane Library, CINAHL, PsycINFO, Ei Compendex, IEEE Xplore, Applied Science & Technology Source, Scopus, Web of Science, ClinicalTrials.gov, and Google Scholar from inception through May 2017 for mHealth studies involving persons with cognitive impairment that were evaluated using at least one quantitative health outcome. Proceedings of the Annual ACM Conferences on Human Factors in Computing Systems, the ACM User Interface Software and Technology Symposium, and the IEEE International Symposium on Wearable Computers were searched in the ACM Digital Library from 2012 to 2016. A hand search of JMIR Publications journals was also completed in July 2017. Results After removal of duplicates, our initial search returned 3955 records. Of these articles, 24 met final inclusion criteria as studies involving mHealth interventions that measured at least one quantitative health outcome for persons with MCI, Alzheimer disease, and dementia. Common quantitative health outcomes included cognition, function, mood, and quality of life. We found that 21.2% (101/476) of the fully reviewed articles were excluded because of a lack of health outcomes. The health outcomes selected were observed to be inconsistent between studies. For those studies with quantitative health outcomes, more than half (58%) reported postintervention improvements in outcomes. Conclusions Results showed that many mHealth app interventions targeting those with cognitive impairment lack quantitative health outcomes as a part of their evaluation process and that there is a lack of consensus as to which outcomes to use. The majority of mHealth app interventions that incorporated health outcomes into their evaluation noted improvements in the health of persons with MCI, Alzheimer disease, and dementia. However, these studies were of low quality, leading to a grade C level of evidence. Clarification of the benefits of mHealth interventions for people with cognitive impairment requires more randomized controlled trials, larger numbers of participants, and trial designs that minimize bias. Trial Registration PROSPERO Registration: PROSPERO 2016:CRD42016033846; http://www.crd.york.ac.uk/PROSPERO/ display_record.asp?ID=CRD42016033846 (Archived by WebCite at http://www.webcitation.org/6sjjwnv1M)
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Affiliation(s)
- Daniel R Bateman
- Indiana University Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States.,Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Bhavana Srinivas
- Indiana University Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States.,School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN, United States
| | - Thomas W Emmett
- Ruth Lilly Medical Library, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Titus K Schleyer
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States.,Center for Biomedical Informatics, Regenstrief Institute, Inc, Indianapolis, IN, United States
| | - Richard J Holden
- Indiana University Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States.,School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN, United States.,Center for Biomedical Informatics, Regenstrief Institute, Inc, Indianapolis, IN, United States
| | - Hugh C Hendrie
- Indiana University Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States.,Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Christopher M Callahan
- Indiana University Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States.,Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
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