Study protocol: pragmatic randomized control trial of an internet-based intervention (My tools 4 care) for family carers
BackgroundFamily carers of older persons with Alzheimer’s’ disease and related dementia (ADRD) and multiple chronic conditions (MCC) experience significant, complex, and distressing transitions such as changes to their environment, roles and relationships, physical health, and mental health. An online intervention (My Tools 4 Care) was developed for family carers of persons with ADRD and MCC living at home, with the aim of supporting these carers through transitions and increasing their self-efficacy, hope, and health related quality of life (HRQoL). This study will evaluate My Tools 4 Care (MT4C) by asking the following research questions:Does use of MT4C result in a 3 month (immediately post intervention) and 6-month (3 months after intervention) increase in HRQoL, self-efficacy, and hope, in carers of persons with ADRD and MCC compared to an educational control group?Does use of MT4C help carers of community-dwelling older adults with ADRD and MCC deal with significant changes they experience as carers? andAre the effects/benefits of the MT4C intervention achieved at no additional cost compared to an educational control group?Methods/DesignUsing a pragmatic mixed methods randomized controlled trial design, 180 family carers of community dwelling older persons (65 years of age and older) with ADRD and MCC will participate in the study. Data will be collected from the intervention and an educational control group at four time points: baseline, 1 month, 3 and 6 months. We expect to find that family carers using MT4C will show greater improvement in hope, self-efficacy and HRQoL, at no additional cost from a societal perspective, compared to those in the educational control group. General estimating equations will be used to determine differences between groups and over time.DiscussionData collection began in Ontario and Alberta Canada in June 2015 and is expected to be completed in June 2017. The results will inform policy and practice as MT4C can be easily revised for local contexts and is scalable in terms of posting on websites such as those hosted by the Alzheimer Society.Trial registrationClinicalTrials.gov Identifier: NCT02428387
Highlights
The home page is available publicly on the web. (All other pages require logging in.)It contains: Introduction to the toolkit Log in box Registration form to create new account Password retrieval process Link to privacy policy, terms of use, etc. Tutorials and help filesSection 1: About MeContains guided activities to help carers to think about and understand transitions
The results will inform policy and practice as My Tools 4 Care (MT4C) can be revised for local contexts and is scalable in terms of posting on websites such as those hosted by the Alzheimer Society
We developed a paper based psychosocial supportive intervention entitled “Transition Toolkit” for family carers of older persons with ADRD who are living at home
Summary
Section 1: About MeContains guided activities to help carers to think about and understand transitions. With the escalating numbers of persons diagnosed with Alzheimer’s disease and related dementias (ADRD) worldwide [1], support for family carers of persons with dementia is critical because: a) they provide about 90% of in-home care for persons with ADRD [2], b) the care is often difficult and complex due to co-morbidities [multiple chronic conditions (MCC)] [3] and c) they experience significant, complex, and distressing transitions such as changes to their environment, roles and relationships, physical and mental health [4] Adding to their distress is the lack of resources available for family carers including insufficient information to provide care [5]. None of the reviewed studies included a cost analysis of the intervention
42
- 10.1186/1471-2318-14-62
- May 10, 2014
- BMC Geriatrics
81
- 10.1080/01634372.2014.901998
- Jul 29, 2014
- Journal of Gerontological Social Work
254
- 10.1177/0962280213476378
- Feb 19, 2013
- Statistical Methods in Medical Research
253
- 10.1177/0733464808324019
- Oct 1, 2008
- Journal of Applied Gerontology
15944
- 10.1097/00005650-199603000-00003
- Mar 1, 1996
- Medical Care
28
- 10.3928/00989134-20150804-61
- Jun 23, 2015
- Journal of Gerontological Nursing
34
- Jun 1, 2001
- The Canadian journal of nursing research = Revue canadienne de recherche en sciences infirmieres
93
- 10.1093/qjmed/hcr118
- Jul 18, 2011
- QJM
4501
- 10.1136/bmj.e7586
- Jan 9, 2013
- BMJ : British Medical Journal
917
- 10.1111/j.1365-2648.1992.tb01843.x
- Oct 1, 1992
- Journal of Advanced Nursing
- Research Article
29
- 10.1177/1471301219834423
- Mar 6, 2019
- Dementia (London, England)
Family caregiving is considered a social transition as changes in the health of the care recipient create a process of transition for the caregiver when they are more vulnerable to threats to their own health. Family and friend caregivers take on many responsibilities and experience high levels of burden when caring for community-dwelling older adults living with dementia and multiple chronic conditions. However, little is known about the changes they experience in their caring roles or how they cope with these changes. This qualitative descriptive study was part of a larger mixed methods randomized controlled trial evaluating a web-based caregiver support toolkit. Multiple semi-structured phone interviews were conducted with caregivers of older adults with dementia and multiple chronic conditions. Content analysis was used to generate thematic descriptions. Six themes were generated and grouped into two categories. Significant changes experienced by caregivers are described by the following themes: ‘everything falls on you – all of the responsibilities,’ ‘too many feelings’ and ‘no time for me.’ The themes describing how caregivers coped with these changes include: seeking support, self-caring, and adapting their caregiving approach. Study results indicate that caregivers of older adults with dementia and multiple chronic conditions experienced many changes in their caregiving journey resulting in increasing complexity as they tended to the care recipients’ declining health and well-being. These caregivers used several creative strategies to cope with these changes. Health care providers should consider both the caregiver and care recipient as clients in the circle of care, and facilitate their linkage with health and community support services to help address the increasing complexity of care needs.
- Research Article
11
- 10.1080/09544828.2020.1763272
- May 15, 2020
- Journal of Engineering Design
ABSTRACT This paper presents a systematic literature review aimed at assessing how well current technology-based interventions that focus on dementia and other cognitive impairments align with the principles of the P4 vision for healthcare: Predictive, Preventive, Personalised and Participative. A search of the SCOPUS database yielded 887 articles, of which 48 were ultimately selected for analysis. Looking at whether and how each intervention implements each ‘P’-principle, our results suggest a partial and non-systemic embrace of the P4 vision. Reasoning on possible explanations for this state-of-the-art, we propose that our findings represent an opportunity for the engineering design community to engage with P4-based healthcare delivery models through the development of design frameworks, new indicators for assessing the success of such healthcare delivery models, as well as tools and methods.
- Supplementary Content
- 10.4103/ijnmr.ijnmr_233_24
- Jul 1, 2025
- Iranian Journal of Nursing and Midwifery Research
Background:Transition theory addresses the experiences of coping with changes in stages, roles, identities, situations, or positions. It emphasizes understanding the nature of these changes, facilitating and supporting the experience and response at various stages, and maintaining health before, during, or after the transition process. This study examined the effects of “transition theory-based interventions” on nursing care outcomes.Materials and Methods:This scoping review followed the methodology proposed by Arksey and O’Malley. A comprehensive search was conducted across ProQuest, Scopus, PubMed, ScienceDirect, ResearchGate, and Google Scholar to identify studies where transition theory-based interventions were utilized as an independent variable in interventional designs. Identified studies underwent a four-stage screening process, and the final selection was made based on predefined inclusion and exclusion criteria. The screening process is detailed in the PRISMA diagram.Results:Of the 476 articles initially identified, 24 were shortlisted for further review. After applying the inclusion criteria, 11 studies focusing on care interventions grounded in transition theory were included. These comprised five randomized clinical trials and six quasi-experimental studies. A synthesis of the findings revealed that transition theory-based interventions significantly improved various outcomes, including quality of life, hope, self-efficacy, readmission rates, caregiver burden, and role mastery.Conclusions:Implementing nursing care interventions grounded in nursing theories, such as transition theory, is critical to bridging the gap between theory and practice. Transition theory-based care tailored to individuals undergoing diverse transitional experiences can enhance positive outcomes in nursing care.
- Research Article
57
- 10.1002/14651858.cd006440.pub3
- Jan 4, 2021
- Cochrane Database of Systematic Reviews
Remotely delivered information, training and support for informal caregivers of people with dementia.
- Research Article
21
- 10.1016/j.invent.2021.100361
- Jan 7, 2021
- Internet Interventions
ICBT program for improving informal caregiver well-being: A qualitative study
- Research Article
10
- 10.1177/2377960820974816
- Jan 1, 2020
- SAGE Open Nursing
IntroductionCare of persons living with chronic conditions rests heavily on women withinthe context of the family. Research demonstrates that women experience morecaregiving strain compared to men, yet less is known about the differencesin experiences between women carers: namely, wives and daughters.ObjectiveThe purpose of this study was to examine and compare the experiences of wifeand daughter carers of older adults living with Alzheimer disease andrelated dementias, plus at least two other chronic conditions.MethodsUsing qualitative description with Wuest’s feminist caring theory ofprecarious ordering as an analytic framework, interviewtranscripts of women carer participants who were from the control group of alarger multi-site mixed methods study evaluating the web-based interventionMy Tools 4 Care were analyzed.FindingsBoth wives and daughters experienced daily struggles, altered prospects, andambivalent feelings around their caring role. Negotiating the role ofprofessional carer was an important part of balancing caring demands andanticipating the future, and women took an active role in trying to harnesscaring resources. Findings indicated wives and daughters were generallysimilar in how they described their caregiving, although daughters reportedmore shared caring and decision-making, and needed to balance paidemployment with caregiving.ConclusionWives and daughters face similar challenges caring for persons with adementia and multiple chronic conditions, and actively engage in strategiesto manage caring demands. The findings illuminate the importance ofaccessible, appropriate support from professional carers/health careproviders, and suggest that assistance navigating such supports wouldbenefit women carers.
- Research Article
- 10.1186/s12877-025-06123-0
- Jul 9, 2025
- BMC Geriatrics
BackgroundHospital-to-home transitions involve multiple providers and are particularly complex for older adults with dementia, who often live with additional conditions. Frequent transitions increase the risk of errors, miscommunication, and treatment delays, compromising patient safety and leading to potentially increased mortality, morbidity, and preventable readmissions. Understanding what works and does not work in these processes is essential to improving outcomes.AimThis realist review synthesised existing literature to explore how, for whom, and to what extent hospital-to-home transitions work for older adults with multiple long-term conditions including dementia.MethodsNine databases were systematically searched using key terms to identify evidence on hospital-to-home transitions for older adults (65+) with multiple long-term conditions including dementia. Interactions between contexts, mechanisms, and outcomes influencing transitions were identified and synthesised to develop a programme theory.ResultsWe included 68 peer-reviewed and 2 grey literature documents. Integral features of how transitions work were identified, including generic components of transitions, and five dementia-specific components which were the focus of this review: dementia care management, knowledge, information exchange standards, system features, and the role of friends/family. Fragmented care pathways and poor collaboration led to delays, unsafe discharges, and increased reliance on carers, exacerbating service gaps. Limited dementia training for providers and non-standardised documentation hindered effective discharge planning. Carers faced emotional distress and decision-making conflicts, often managing care responsibilities without adequate training, increasing risks of readmissions, particularly for unmanaged conditions.ConclusionsHospital-to-home transitions are complex, requiring tailored interventions that address population-specific challenges. A realist approach provides valuable insights to inform development of relevant, supportive interventions in the future.Study registrationThis review was preregistered with PROSPERO (CRD42023494003).Clinical trial numberClinical trial number: not applicable.
- Research Article
19
- 10.2196/14254
- Oct 17, 2019
- Journal of Medical Internet Research
BackgroundA self-administered Web-based intervention was developed to help carers of persons with Alzheimer disease and related dementias (ADRD) and multiple chronic conditions (MCC) deal with the significant transitions they experience. The intervention, My Tools 4 Care (MT4C), was evaluated during a pragmatic mixed methods randomized controlled trial with 199 carers. Those in the intervention group received free, password-protected access to MT4C for three months. MT4C was found to increase hope in participants at three months compared with the control group. However, in the intervention group, 22% (20/92) did not use MT4C at all during the three-month period.ObjectiveThis mixed methods secondary analysis aimed to (1) examine differences at three months in the outcomes of hope, self-efficacy, and health-related quality of life (HRQOL) scores in users (ie, those who used MT4C at least once during the three-month period) compared with nonusers and (2) identify reasons for nonuse.MethodsData from the treatment group of a pragmatic mixed methods randomized controlled trial were used. Through audiotaped telephone interviews, trained research assistants collected data on participants’ hope (Herth Hope Index; HHI), self-efficacy (General Self-Efficacy Scale; GSES), and HRQOL (Short-Form 12-item health survey version 2; SF-12v2) at baseline, one month, and three months. Treatment group participants also provided feedback on MT4C through qualitative telephone interviews at one month and three months. Analysis of covariance was used to determine differences at three months, and generalized estimating equations were used to determine significant differences in HHI, GSES, and SF-12v2 between users and nonusers of MT4C from baseline to three months. Interview data were analyzed using content analysis and integrated with quantitative data at the result stage.ResultsOf the 101 participants at baseline, 9 (9%) withdrew from the study, leaving 92 participants at three months of which 72 (78%) used MT4C at least once; 20 (22%) participants did not use it at all. At baseline, there were no statistically significant differences in demographic characteristics and in outcome variables (HHI, GSES, and SF-12v2 mental component score and physical component score) between users and nonusers. At three months, participants who used MT4C at least once during the three-month period (users) reported higher mean GSES scores (P=.003) than nonusers. Over time, users had significantly higher GSES scores than nonusers (P=.048). Reasons for nonuse of MT4C included the following: caregiving demands, problems accessing MT4C (poor connectivity, computer literacy, and navigation of MT4C), and preferences (for paper format or face-to-face interaction).ConclusionsWeb-based interventions, such as MT4C, have the potential to increase the self-efficacy of carers of persons with ADRD and MCC. Future research with MT4C should consider including educational programs for computer literacy and providing alternate ways to access MT4C in addition to Web-based access.Trial RegistrationClinicalTrials.gov NCT02428387; https://clinicaltrials.gov/ct2/show/NCT02428387
- Research Article
3
- 10.1186/s12877-020-01690-w
- Aug 10, 2020
- BMC Geriatrics
BackgroundWhen a family member resides in long term care facility (LTC), family carers continue caregiving and have been found to have decreases in mental health. The aim of My Tools 4 Care – In Care (an online intervention) is to support carers of persons living with dementia residing in LTC through transitions and increase their self-efficacy, hope, social support and mental health. This article comprises the protocol for a study to evaluate My Tools 4 Care-In Care (MT4C-In Care) by asking the following research questions:Is there a 2 month (immediately post-intervention) and 4 month (2 months post-intervention) increase in mental health, general self-efficacy, social support and hope, and decrease in grief and loneliness, in carers of a person living with dementia residing in LTC using MT4C-In CARE compared to an educational control group?Do carers of persons living with dementia residing in LTC perceive My Tools 4 Care- In Care helps them with the transitions they experience?MethodsThis study is a single blinded pragmatic mixed methods randomized controlled trial. Approximately 280 family carers of older persons (65 years of age and older) with dementia residing in LTC will be recruited for this study. Data will be collected at three time points: baseline, 2 month, and 4 months. Based on the feasibility study, we hypothesize that participants using MT4C-In Care will report significant increases in hope, general self-efficacy, social support and mental health quality of life, and significant decreases in grief and loneliness from baseline, as compared to an educational control group. To determine differences between groups and over time, generalized estimating equations analysis will be used. Qualitative descriptive analysis will be used to further evaluate MT4C-In Care and if it supports carers through transitions.DiscussionData collection will begin in four Canadian provinces (Alberta, Manitoba, Ontario and Saskatchewan) in February 2020 and is expected to be completed in June 2021. The results will inform policy and practice as MT4C-In Care can be revised for local contexts and posted on websites such as those hosted by the Alzheimer Society of Canada.Trial registrationNCT04226872 ClinicalTrials.gov Registered 09 January 2020Protocol Version #2 Feb 19, 2020.
- Book Chapter
2
- 10.1007/978-3-030-48347-0_5
- Jan 1, 2020
In this chapter, we provide a review of empirical studies conducted on PTSD, mental health and wellbeing of migrants. Most studies suggest that both pre- and post-migration stressors affect the mental health and PTSD of migrants and refugees. In origin countries, trauma exposure and torture posed significant risks to migrants’ mental health. Mental health issues causing significant distress for migrants in host countries include acculturative stress, legal status, family separation, language barrier, poor access to proper healthcare, discrimination, racism, feelings of helplessness, decreased self-esteem, chronic distress and hypervigilance. Among all mental health problems, depression, anxiety and PTSD are considered as most common with respective prevalent figures of 4–40%, 5–44% and 9–36%. Generally, social support and adaptive coping mechanisms were identified as buffers.
- Research Article
- 10.2147/cia.s544727
- Oct 24, 2025
- Clinical Interventions in Aging
BackgroundMost adults aged ≥65 years live with multiple chronic conditions (MCC), and nearly one in four have recognized or unrecognized Alzheimer’s disease and related dementias (ADRD), including an estimated 7.2 million Americans. Together, MCC and ADRD increase treatment complexity, medication burden, and the risk of adverse outcomes. Among patients who meet clinical criteria for mild cognitive impairment (MCI) or ADRD but lack a formal diagnosis, MCC burden remains unclear. This study examined the association between MCC burden and undiagnosed MCI and ADRD in a diverse cohort of older adults in primary care.MethodsWe conducted a cross-sectional analysis of 324 adults aged ≥65 from primary care clinics in Indiana and South Florida (2021–2023), as part of a larger ADRD detection study. Patients without documented MCI or ADRD completed standardized cognitive assessments. Cognitive status (normal, MCI, ADRD) was determined by interdisciplinary consensus. Chronic conditions and medications were extracted from electronic health records. Multinomial logistic regression was used to examine the association between MCC profiles and cognitive status.ResultsAmong 324 older adults, 51.9% were determined to have MCI and 8% ADRD. Patients with MCI and ADRD had more chronic conditions (mean = 5–6) and medications (mean = 4–5) than those with normal cognition (p < 0.001). Anticholinergic use was more common in the MCI (23.8%) and ADRD (23.1%) groups than in those with normal cognition (10.8%). In adjusted models, MCI and ADRD were associated with higher odds of having more chronic conditions. Cerebrovascular disease was associated with both MCI and ADRD; diabetes, sleep apnea, and insomnia with MCI; and ischemic heart disease and insomnia with ADRD.ConclusionOlder adults with unrecognized MCI and ADRD experience substantial MCC and medication burden. These findings highlight the need for targeted primary care interventions that integrate cognitive screening, support MCC management, optimize self-management capacity, and promote safer prescribing.
- Research Article
- 10.1002/alz.088458
- Dec 1, 2024
- Alzheimer's & Dementia
BackgroundEscalating drug costs are likely to disproportionately burden individuals with Alzheimer’s disease and related dementias (ADRD) as they often have multiple chronic conditions (MCC). This study aimed to estimate the incremental total and out‐of‐pocket (OOP) drug costs associated with ADRD and MCC across the drug cost distributions.MethodThe study used a nationally representative cross‐sectional dataset from 2003 to 2021 Medical Expenditure Panel Survey. The study sample comprised of 83,667 elderly community dwelling individuals aged 65 and above, among which 3,046 individuals had ADRD diagnosis and 2,710 had both ADRD and MCC. To address the skewed distribution of the drug costs, quantile regression models were used to examine the associations between prescription drug costs and having ADRD/MCC across the drug cost distributions at 25th, 50th, 75th, and 90th percentiles, after adjustment for other sociodemographic factors. MCC was defined as having two or more chronic conditions. Survey weights were applied to all estimates.ResultADRD patients and those with ADRD and MCC had significantly higher incremental costs at the upper end of the total and OOP drug cost distributions than at the lower end of the distributions, compared to those who had no ADRD diagnosis. The incremental OOP drug costs of ADRD at the 90th percentile were over 14 times higher than that at the 25th percentile ($624.43, p<0.001, 90th percentile; $42.66, p<0.001, 25th percentile), while the incremental total drug costs of ADRD at the 90th percentile was about 9 times higher than that of ADRD at the 25th percentile ($3,372.27, p<0.001, 90th percentile; $381.31, p<0.001, 25th percentile). Similarly, the incremental OOP drug costs among individuals with ADRD and MCC at the 90th percentile were 11 times more than that at the 25th percentile ($756.91 vs. $68.55, respectively), while the incremental cost difference for the total drug costs was 7 times higher among individuals with ADRD and MCC at the 90th percentile than those at the 25th percentile ($3,940.53 vs. $548.80, respectively).ConclusionThe results of the study highlighted that ADRD patients with and without MCC who are heavy prescription drug users face a disproportionately greater burden in OOP payments.
- Research Article
55
- 10.2196/10484
- Jun 29, 2018
- Journal of Medical Internet Research
BackgroundMy Tools 4 Care (MT4C) is a Web-based intervention that was developed based on the transitions theory. It is an interactive, self-administered, and portable toolkit containing six main sections intended to support carers of community-living persons with Alzheimer’s disease and related dementia and multiple chronic conditions through their transition experiences.ObjectiveThe objective of our study was to evaluate the effectiveness of MT4C with respect to increasing hope, self-efficacy, and health-related quality of life in carers of community-living older persons with Alzheimer’s disease and related dementia and multiple chronic conditions.MethodsA multisite, pragmatic, mixed methods, longitudinal, repeated-measures, randomized controlled trial was conducted between June 2015 and April 2017. Eligible participants were randomized into either treatment (MT4C) or educational control groups. Following baseline measures, carers in the treatment group received 3 months of password-protected access to MT4C. Trained research assistants collected data from participants via phone on hope (Herth Hope Index [HHI]), self-efficacy (General Self-Efficacy Scale), and health-related quality of life (Short Form-12 item [version 2] health survey; SF-12v2) at baseline, 1, 3, and 6 months. The use and cost of health and social services (Health and Social Services Utilization Inventory) among participants were measured at baseline, 3, and 6 months. Analysis of covariance was used to identify group differences at 3 months, and generalized estimating equations were used to identify group differences over time.ResultsA total of 199 carers participated in this study, with 101 participants in the treatment group and 98 in the educational control group. Of all, 23% (45/199) participants withdrew during the study for various reasons, including institutionalization or death of the person with dementia and lack of time from the carer. In the treatment group, 73% (74/101) carers used MT4C at least once over the 3-month period. No significant differences in the primary outcome measure (mental component summary score from the SF-12v2) by group or time were noted at 3 months; however, significant differences were evident for HHI-factor 2 (P=.01), with higher hope scores in the treatment group than in the control group. General estimating equations showed no statistically significant group differences in terms of mental component summary score at all time points. Attrition and the fact that not all carers in the treatment group used MT4C may explain the absence of statistically significant results for the main outcome variable.ConclusionsDespite no significant differences between groups in terms of the primary outcome variable (mental component score), the significant differences in terms of one of the hope factors suggest that MT4C had a positive influence on the lives of participants.Trial RegistrationClinicalTrials.gov NCT02428387; https://clinicaltrials.gov/ct2/show/NCT02428387 (Archived by Webcite at http://www.webcitation.org/708oFCR8h).
- Research Article
19
- 10.2196/14254
- Oct 17, 2019
- Journal of Medical Internet Research
BackgroundA self-administered Web-based intervention was developed to help carers of persons with Alzheimer disease and related dementias (ADRD) and multiple chronic conditions (MCC) deal with the significant transitions they experience. The intervention, My Tools 4 Care (MT4C), was evaluated during a pragmatic mixed methods randomized controlled trial with 199 carers. Those in the intervention group received free, password-protected access to MT4C for three months. MT4C was found to increase hope in participants at three months compared with the control group. However, in the intervention group, 22% (20/92) did not use MT4C at all during the three-month period.ObjectiveThis mixed methods secondary analysis aimed to (1) examine differences at three months in the outcomes of hope, self-efficacy, and health-related quality of life (HRQOL) scores in users (ie, those who used MT4C at least once during the three-month period) compared with nonusers and (2) identify reasons for nonuse.MethodsData from the treatment group of a pragmatic mixed methods randomized controlled trial were used. Through audiotaped telephone interviews, trained research assistants collected data on participants’ hope (Herth Hope Index; HHI), self-efficacy (General Self-Efficacy Scale; GSES), and HRQOL (Short-Form 12-item health survey version 2; SF-12v2) at baseline, one month, and three months. Treatment group participants also provided feedback on MT4C through qualitative telephone interviews at one month and three months. Analysis of covariance was used to determine differences at three months, and generalized estimating equations were used to determine significant differences in HHI, GSES, and SF-12v2 between users and nonusers of MT4C from baseline to three months. Interview data were analyzed using content analysis and integrated with quantitative data at the result stage.ResultsOf the 101 participants at baseline, 9 (9%) withdrew from the study, leaving 92 participants at three months of which 72 (78%) used MT4C at least once; 20 (22%) participants did not use it at all. At baseline, there were no statistically significant differences in demographic characteristics and in outcome variables (HHI, GSES, and SF-12v2 mental component score and physical component score) between users and nonusers. At three months, participants who used MT4C at least once during the three-month period (users) reported higher mean GSES scores (P=.003) than nonusers. Over time, users had significantly higher GSES scores than nonusers (P=.048). Reasons for nonuse of MT4C included the following: caregiving demands, problems accessing MT4C (poor connectivity, computer literacy, and navigation of MT4C), and preferences (for paper format or face-to-face interaction).ConclusionsWeb-based interventions, such as MT4C, have the potential to increase the self-efficacy of carers of persons with ADRD and MCC. Future research with MT4C should consider including educational programs for computer literacy and providing alternate ways to access MT4C in addition to Web-based access.Trial RegistrationClinicalTrials.gov NCT02428387; https://clinicaltrials.gov/ct2/show/NCT02428387
- Research Article
4
- 10.1002/alz.13923
- Jun 11, 2024
- Alzheimer's & dementia : the journal of the Alzheimer's Association
Most people with Alzheimer's disease and related dementia (ADRD) also suffer from two or more chronic conditions, known as multiple chronic conditions (MCC). While many studies have investigated the MCC patterns, few studies have considered the synergistic interactions with other factors (called the syndemic factors) specifically for people with ADRD. We included 40,290 visits and identified 18 MCC from the National Alzheimer's Coordinating Center. Then, we utilized a multi-label XGBoost model to predict developing MCC based on existing MCC patterns and individualized syndemic factors. Our model achieved an overall arithmetic mean of 0.710 AUROC (SD=0.100) in predicting 18 developing MCC. While existing MCC patterns have enough predictive power, syndemic factors related to dementia, social behaviors, mental and physical health can improve model performance further. Our study demonstrated that the MCC patterns among people with ADRD can be learned using a machine-learning approach with syndemic framework adjustments. Machine learning models can learn the MCC patterns for people with ADRD. The learned MCC patterns should be adjusted and individualized by syndemic factors. The model can predict which disease is developing based on existing MCC patterns. As a result, this model enables early specific MCC identification and prevention.
- Abstract
- 10.1093/geroni/igz038.046
- Nov 8, 2019
- Innovation in Aging
For older individuals with Alzheimer’s disease and related dementias (ADRD) and multiple chronic conditions (MCC), taking more medications is associated with greater risk of adverse drug events, drug interactions, treatment burden, and cognitive changes from medication side effects. Optimizing medication through deprescribing (the process of reducing or stopping the use of inappropriate medications or medications unlikely to be beneficial) can help avoid adverse drug effects and improve outcomes for MCC patients, particularly for those with ADRD. Findings to date are limited to primarily Caucasian patients. This talk will focus on work geared to elicit perspectives on medication use, communication about medication, and deprescribing among African American and Hispanic older adults with ADRD and MCC, their family members, and clinicians caring for these populations.
- Research Article
102
- 10.1093/geronb/56.5.s285
- Sep 1, 2001
- The Journals of Gerontology Series B: Psychological Sciences and Social Sciences
Our primary objectives were (a) to determine the relative impact of Alzheimer's disease and related dementias (ADRD), disability, and common comorbid health conditions on the cost of caring for community-dwelling elderly person and (b) to determine whether ADRD serves as an effect modifier for the effect of disability and common comorbidities on costs. Participants were drawn from community respondents to the 1994 National Long Term Care Survey. The authors compared total cost of caring for persons without ADRD with that of those who had moderate and severe ADRD. Using regression analysis, the author identified the adjusted effect of ADRD, limitations in activities of daily living (ADLs), and common comorbidities on total costs. Persons with severe ADRD had higher median total costs ($10,234) than did persons with moderate ADRD ($4,318) and those without ADRD ($2,268, p <.001). However, disability measured by ADL limitations was a more important predictor of total cost than was ADRD status in both stratified and multivariate analyses. Comorbidities such as heart attack, stroke, and chronic obstructive pulmonary disease also increased costs. Severe ADRD was an effect modifier for ADL limitations, increasing the positive impact of disability on total costs among persons with severe ADRD, but not for comorbidities. Disability, severe ADRD, and comorbidity all had independent effects that increased total costs. Thus, any risk adjustment procedure should account for disability and comorbidity and not just ADRD status.
- Research Article
2
- 10.1016/j.jgo.2023.101610
- Sep 2, 2023
- Journal of geriatric oncology
The disproportionate burden of Alzheimer's disease and related dementias (ADRD) in diverse older adults diagnosed with cancer
- Abstract
- 10.1093/geroni/igaa057.885
- Dec 16, 2020
- Innovation in Aging
End-of-life (EOL) care for persons with Alzheimer’s disease and related dementias (ADRD) is heterogeneous and, often, inconsistent with patients’ priorities. While differences in physician-patient communication or the health care decision-making process likely contribute to disparities in EOL care, little is known about the relationships between race, advance care planning (ACP), and quality of care among persons with ADRD. The aim of this study was to (1) characterize trends in both ACP and EOL treatment intensity in persons with ADRD and (2) test whether racial differences in ACP mediate disparities in EOL care. We analyzed a population-based cohort of older adults with cognitive impairment or dementia who participated in the Health and Retirement Study (HRS) and died between 2000 and 2014 (n = 5,316). While participation in ACP among persons with ADRD increased from 2000 to 2014 (66% to 83%, P < 0.05), models stratified by race showed that differences in participation rates across white and nonwhite persons with ADRD persisted over the sample period. Racial disparities in the location of death, a proxy for the intensity of EOL care, narrowed from 2000 to 2014. However, next-of-kin surrogates of nonwhite persons with ADRD were much more likely to report the decedent received “all care possible…in order to prolong life”. Assignment of a durable power of attorney was found to influence location of death, while both creation of a living will and participation in discussions about EOL care preferences were found to influence the likelihood that decedents received all possible life-prolonging treatments.
- Abstract
2
- 10.1016/j.jagp.2021.01.127
- Mar 16, 2021
- The American Journal of Geriatric Psychiatry
Older Adults with Mental Illness or Dementia Struggle with the Skilled Nursing Facility-to-Home Transition
- Research Article
- 10.1002/alz.065312
- Dec 1, 2022
- Alzheimer's & Dementia
BackgroundBy 2060, Latinos will represent nearly one‐third of Americans and the Latino elderly population over 65 will nearly quadruple. Over the next 40 years, Latinos are projected to have the largest increase in Alzheimer’s disease and related dementia (ADRD) cases. Despite the expected number of Latinos with ADRD, knowledge gaps are particularly large for Latinas living in regions typically underrepresented in ADRDs research, such as rural and/or agricultural regions. Therefore, the goal of this study is to assess knowledge, perceptions, and feelings associated with ADRD among a sample of middle‐age Latina women.MethodWe used qualitative methods involving semi‐structured interviews to examine the knowledge, perceptions, and feelings associated with ADRD among a subsample of the Center for Health Assessment of Mothers and Children of Salinas (CHAMACOS) study participants, who are Latina women residing in an underserved agricultural community entering mid‐life (mean = 47 years old). We conducted interviews with 20 Latina women and analyzed data with thematic content analysis.ResultsWith regard to knowledge and perceptions about ADRD, three themes emerged: 1) Women associate ADRD with loss of memory, getting lost, losing one’s humanity; 2) They are not familiar with protective and risk factors for ADRD, including cardiovascular risk factors; 3) They believe ADRD can be prevented and want to learn how to prevent it and recognize signs and symptoms. With regard to feelings associated with ADRD, three themes emerged: 1) Fear of developing ADRD, losing independence, and not being aware of reality or who they are; 2) Sadness about how people with ADRD are treated, including those living in a nursing home; 3) A sense of powerlessness to help people with ADRD or oneself once diagnosed with ADRD.ConclusionMiddle age represents a window of opportunity to reduce ADRD risk by raising awareness, prioritizing lifestyle changes, and create community conditions that support brain health. This study found that middle‐aged Latinas are concerned about ADRD and want to learn how to prevent ADRD and recognize signs and symptoms. More research is needed to study effective interventions to prevent ADRD among middle‐age Latinas, particularly from regions of the US often underrepresented in ADRDs research.
- Research Article
- 10.1161/circ.148.suppl_1.14800
- Nov 7, 2023
- Circulation
Background: Alzheimer’s disease and related dementias (ADRD) are highly prevalent among adults with heart failure (HF). HF is associated with disability among older adults, especially those with ADRD. This may impact aging in place after HF hospitalizations, which is concerning given this is an important outcome for patients recovering from serious illnesses. We aimed to examine the association between ADRD and aging in place among Medicare beneficiaries hospitalized for HF. Methods: We identified 80,694 fee-for-service beneficiaries hospitalized for HF between 2017 and 2019 in a 20% random sample of Medicare claims. HF hospitalization and ADRD were identified using ICD codes. The primary outcome was restricted home time, a patient-centered claims-based measure of successful aging in place defined as spending ≥ 10 days not at home (e.g., hospitalized, nursing home, inpatient facility) over 6 months post-discharge. Multivariable logistic regression was used to examine the association between ADRD and restricted home time adjusting for demographic and clinical characteristics; secondary analyses evaluated the likelihood of returning to pre-hospitalization days at home 6 months post-discharge. Results: Eighteen percent (n= 14,503/80,694) of adults hospitalized for HF had concurrent ADRD. HF patients with ADRD were older (83 vs 77 years), more likely to be female (56% vs 48%), and have dual Medicaid/Medicare eligibility (27% vs 21%), but had similar hospital length of stays and days at home preceding HF hospitalization compared to those without ADRD. Of HF patients with ADRD, 63% had restricted home time (vs. 51% without ADRD) and 52% failed to return to baseline days at home (vs. 42% without ADRD). In adjusted models, older adults with ADRD had 34% greater odds of experiencing restricted home time (OR=1.34, 1.30-1.40), and 20% lower odds of returning to baseline days at home (OR=0.80, 0.77-0.83) 6 months post- discharge than those without ADRD. Conclusions: HF hospitalizations impact the ability of older adults to successfully age in place, especially among those with ADRD. Tailored post-discharge care solutions are urgently needed to address the challenges faced by HF patients with ADRD.
- Research Article
- 10.1093/geroni/igad104.1708
- Dec 21, 2023
- Innovation in Aging
Risk factors for Alzheimer’s disease and related dementias (ADRD) are higher in rural areas than urban areas, and home- and community-based services (services) are less accessible. This study sought to identify unmet services needs among people with ADRD and their caregivers living in rural Appalachia, and highlight contextual factors that shape service access and utilization. We interviewed 22 caregivers and persons with ADRD living in Western North Carolina between August 2021 and April 2022 with recruitment assistance from local agencies and organizations. Themes were identified across domains of our conceptual model informed by theories of health services use, family caregiving, and sociocultural contexts. Family caregivers communicated multiple unmet needs, foremost of which included fragile and insufficient support systems or imbalances between family and paid caregiving support, a lack of clarity about their services options, and feeling behind in preparing for the future. In the presence of unmet care needs, family caregivers made decisions (or not) to use services in aiding them with caring for persons with ADRD. These decisions were shaped by illness-level (e.g. ADRD symptoms and progression), predisposing (e.g. work experiences), and enabling factors (e.g. family support). The sociocultural contexts in which family caregivers and the persons they cared for with ADRD were embedded within, including their culture, beliefs and family norms, also shaped perceptions and use of services. These contexts should be better understood and considered when developing and implementing acceptable services for people with ADRD in rural areas.
- Research Article
1
- 10.1016/j.jamda.2024.105170
- Jul 25, 2024
- Journal of the American Medical Directors Association
The Role of Neighborhood Socioeconomic Status in Institutionalization of Home Health Care Patients With and Without Alzheimer's Disease and Related Dementias
- Research Article
- 10.1186/s12889-024-20195-4
- Oct 17, 2024
- BMC Public Health
BackgroundMiddle age is increasingly acknowledged as a critical window for prevention of Alzheimer’s disease and related dementia (ADRD) since research has shown that AD develops in the course of 20–30 years (1) but we know very little about middle-aged individuals’ perspectives on ADRD. Knowledge gaps are particularly large for Latinas living in regions typically underrepresented in ADRD research, such as rural and/or agricultural regions. This is important given that over the next 40 years Latinos are projected to have the largest increase in ADRD cases in the U.S. Therefore, this study aims to assess knowledge, perceptions, and feelings associated with ADRD among a sample of middle-age, Spanish-speaking Latina women.MethodUsing qualitative methods involving semi-structured interviews, we examined knowledge, perceptions, and feelings associated with ADRD among a subsample of the Center for Health Assessment of Mothers and Children of Salinas (CHAMACOS) study. Participants are Latina women residing in an underserved agricultural community entering mid-life (mean = 46.5 years old). Interviews were conducted with 20 women and data was analyzed with inductive thematic content analysis.ResultsWe identified themes regarding perceptions, knowledge, and feelings. First, participants perceive ADRD as involving (1) Loss of memory, (2) Getting lost; (3) Losing the person they once were. With regard to knowledge about ADRD, participants reported: (1) Some knowledge about protective and risk factors for ADRD, (2) No awareness of the links between cardiovascular risk factors and ADRD; (3) A desire to learn prevention methods alongside signs and symptoms of ADRD. Themes related to feelings about ADRD were: (1) Fear of developing ADRD and not being aware of reality or who they are; (2) Worry about losing relationships with loved ones and caretaking if diagnosed with ADRD; (3) Sadness about forgetting one’s family and depending on others if diagnosed with ADRD.ConclusionThe knowledge gaps and negative feelings associated with ADRD highlighted in this study underscore the need for ADRD interventions to include CVD prevention, particularly for mid-life Latino populations residing in rural regions.
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- Nov 7, 2025
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