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Correspondence to Author: Linda Clare,
University of Exeter Medical School, South Cloisters, St Luke’s Campus, Exeter EX1 2LU, UK.
Abstract:
Introduction: Finding the proportional contributions of life
domains linked to the subjective experience of living well
was our goal in trying to better understand what predicts the
ability to “live well” with dementia.
Methods: Our analysis included 1547 members of the IDEAL
cohort who had mild-to-moderate dementia. Utilizing metrics
for well-being, life satisfaction, and quality of life, we created
a latent factor called “living well.” The living well measures
were correlated with factors that we found using multivariate
modeling, and the relationships between the living well and
five different life domains were investigated using structural
equation modeling to extract latent variables.
Results: Each of the five domains was connected to leading
a fulfilling life. The psychological traits and psychological
health domain together were the only factors that could be
used to predict living well (effect size: 3.55; 95% confidence
interval (CI): 2.93-4.17). The effect sizes for physical health
and fitness (1.23; 95% CI: −0.10 to 2.58), social capitals,
assets, and resources (0.67; 95% CI: −0.04 to 1.38), coping
with dementia in daily life (0.33; 95% CI: −0.06 to 0.71), and
social location (0.08; 95% CI: −2.10 to 2.26) were smaller.
Discussion: The social, environmental, and physical
elements that support good psychological states as well
as psychological resources could be significant targets for
programs and interventions aimed at enhancing the quality
of life for those with dementia.
Keywords: quality of life, satisfaction with life, well-being, Alzheimer.
Introduction: In order to effectively manage long-term sickness and impairment, one must attain “the best feasible state of health that incorporates all dimensions of physical, mental, and social well-being,” which is demonstrated by “a self-perceived level of comfort,both functionality and life satisfaction.”1. (p32) The idea of living well is now commonly used to communicate the idea that it is possible—or should be—to have a subjective feeling of “comfort, function, and contentment with life” while dealing with dementia. It is cited in policy documents and publications relevant to the condition2,3. This illustrates a shift away from a focus on “deficits” and symptoms and toward a more comprehensive approach that recognizes the rights and personhood of individuals with dementia, facilitates their maximum functioning, and encourages their involvement and inclusion. The subjective feeling of living well is commonly associated with having a high quality of life (QoL) in the context of study.A person’s “perceptions of their position in life in the context of the culture and value systems in which they live and in relation to their goals, expectations, standards, and concerns” are represented by the broad construct of 4 QoL, which is influenced by a person’s “physical health, psychological state, level of independence, social relationships, personal beliefs, and relationship… to the natural world.”5 (page 153). Similar to this, theoretical models of quality of life in dementia highlight the impact of numerous psychological, social, environmental, and cultural elements.Six Other possible measures of a Measures of subjective well-being and life satisfaction include a sense of “comfort, function, and contentment with life.” Contentment with life comprises assessing one’s life as a whole, whereas subjective well-being is the result of experiencing a suitable equilibrium between happy and unhappy feelings.7. One way to conceptualize well-being is as a condition of balance or equilibrium that is influenced by obstacles or events in life.8 Less research has been done on these factors in connection to dementia. Several independent variables have weak relationships with self-rated quality of life when measured simultaneously, but relatively few variables show moderate relationships, according to a recent systematic review9. They are mostly social or psychological in nature; in this review, depression was shown to be moderately linked with lower quality of life (effect size, -0.31), whereas higher levels of social engagement (0.31) and positive relationships with caregivers (0.38) were found to be moderately associated with higher quality of life. Just a tiny percentage of the variation in QoL scores is explained by models that combine multiple independent factors, primarily symptoms, comorbidity, and basic demographic criteria.ten to twelve Thus, the research currently available offers little advice regarding factors affecting quality of life or potential avenues for enhancing the experience of having dementia. This points to the need for two things: first, a more complete approach to modeling the elements associated with the capacity to “live well” with dementia; and second, a broader perspective on “living well” with dementia that is consistent with important definitions and theoretical models. This need has been partially addressed by the establishment of the Improving the experience of Dementia and Enhancing Active Life (IDEAL) cohort study13,14, which uses a conceptual framework created theoretically as a basis for studying different influences on living effectively with dementia. According to this paradigm, the likelihood of leading a fulfilling life is determined by and represents the harmony between, the distinct resources that every individual contributes to the circumstance and the specific difficulties encountered. A person’s resources are all of their combined experiences and skills. with the social capitals, assets, and resources available today in the fields of psychology, economics, socioenvironment, and physicality.15, 16 Challenges are the effects of the handicap brought on by the onset and advancement of dementia on a person’s social, physical, mental, and economical life.17 Here, we use data from the IDEAL initial interviews to model how people with mild-tomoderate dementia living in community settings perceive their ability to “live well” with the condition in relation to the social, psychological, and physical resources they can use, as well as the unique challenges they face during the onset and progression of the condition.
Participants: Between July 2014 and August 2016, participants were gathered via the NHS memory services, other specialized clinics, and the UK Joint Dementia Research portal (www. joindementiaresearch.nihr.ac.uk). The Mini-Mental State Examination18 score of ≥ 15 and a clinical diagnosis of dementia (any subtype) were the only requirements for inclusion. Participants also had to be living in the community at the time of enrollment, excluding those with terminal illnesses, those unable to give informed consent, and any known risk that home visits would pose to researchers. A total of 3105 dementia sufferers were contacted regarding participation; 363 of them were deemed ineligible, and 1106 of them declined. Of the 1636 who gave their consent, 81 withdrew and 8 later proved to be ineligible. This had the effect of in a sample of 1547 dementia patients (a response rate of 57% among dementia patients who met the eligibility criteria). A family member or other informal caregiver who consented to participate in the study was present in the majority of participants (1283, 82.9%), and 1045 (67.6%) of them shared a residence with the participating caregiver.
Metrics for Assessing “Live Well” Capability: According to people with dementia, living well was defined as including subjective assessments of quality of life, life satisfaction, and overall wellbeing. Higher scores imply more favorable perceptions of QoL. The 13-item Quality of Life in Alzheimer Disease measure (QoL-AD)19,20 was used to assess QoL. Responses to each item were given on a 4-point scale (1 to 4) and the scores were summed to create a total score out of 52. The 5-item Satisfaction with Life Scale (SwLS) was used to measure life satisfaction.better scores indicate better satisfaction. 21 items are assessed on a 7-point scale (1 to 7), and responses are added up to provide a total score out of 35. The World Health Organization-Five Well-Being Index (WHO-5) was used to measure well-being.22 responses have a 6-point rating. scale (0–5), added together to yield a total score out of 25, and then multiplied by four to yield a score out of 100. better scores suggest better levels of well-being
Statistical Methods: A phased method was used to conduct the analysis. We looked at potential factors within each area in relation to clinical relevance as well as statistical significance. The Wald test was used to examine statistical significance. To be deemed clinically relevant, an unstandardized regression coefficient’s effect size had to be greater than 1.5 for QoLAD or SwLS and greater than 5 for WHO-5.23–25 Within each domain, preliminary analysis was conducted in relation to the multivariate outcome (QoL-AD, SwLS, and WHO-5). A multivariable, multivariate analysis includes factors that were determined to be significant in a univariable investigation. In order to simplify the model, variables were recoded (from groups to binary variables, or from continuous to ordinal groups), but effect sizes remained the same. To account for the missing response data, multiple imputation using chained equations was used. Age, sex, and dementia subtype were adjusted for in the full model by regressing the latent variables representing the five domains on the living well latent factor. The parameters of the model are designed to highlight favorable correlations that point to improved living conditions. If there was no zero in the 95% confidence interval (CI) of a coefficient estimate, it was considered significant. More information on statistical methodologies can be found in the Supplementary Section (Supplemental Digital Content 1, http://links.lww.com/WAD/A210).
Results: summarizes the 1547 participants’ attributes and their results on the three living well measures. The overall mean scores and standard deviations for QoL-AD were 36.8 (5.9), SwLS was 26.1 (6.1), and WHO-5 was 60.9 (20.6). The mean ratings were lower for younger individuals, those with Parkinson disease dementia, and those with dementia with Lewy bodies, but there were no variations based on sex.
Connections Among the Hidden Variables: illustrates the association between each domain and the living well latent; more information, including correlations between domains, is given in Supplementary Table 3 (Supplemental Digital Content 1, http://links.lww.com/WAD/A210). For the psychological characteristics and psychological health domain, the individual associations with living well were 4.86 (95% CI: 4.54-5.18), for social location, −4.66 (95% CI: −5.72 to −3.60), for physical fitness and physical health, 2.83 (95% CI: 2.23-3.44) for social capitals, assets, and resources, and 1.98 (95% CI: 1.61-2.35) for managing daily life with dementia. The model reveals that the psychological traits and psychological health domain were most substantially associated with living well (3.55; 95% CI: 2.93-4.17) after multiple imputation analysis and after correction. The effect sizes for the other domains were as follows: managing daily life with dementia: 0.33; 95% CI: −0.06 to 0.71; social location: 0.08; 95% CI: −2.10 to 2.26; physical fitness and physical health: 1.23, 95% CI: −0.01 to 2.58; social capitals, assets, and resources: 0.67; 95% CI: −0.04 to 1.38). When these variables were combined with the psychological traits and psychological health domain, they did not independently correlate with a happy existence. The psychological and physical domains have particularly substantial connections (>0.7) with social location when the correlations between the latent components for the five domains are examined.
Discussion: Utilizing information from 1547 individuals with mild-tomoderate dementia who took part in the IDEAL project, we
have developed a thorough model of the variables linked to
the perception of being able to live well with dementia, which
is defined as balancing difficulties and resources. IDEAL is one
of the only large-scale research that examines how persons
in the mild-to-moderate stages of dementia who live in the
community—with or without the assistance of a caregiver—
perceive their ability to live well with the condition. It stands out
for integrating the concepts of quality of life, life satisfaction,
and well-being to offer a comprehensive assessment of living well across a broad spectrum of psychological, physical,
social, and environmental aspects.
evaluated, and in selecting a research population from a
variety of socially and ecologically many regions of Great
Britain. This model demonstrates that when domains are
taken into account separately, the domains of psychological
traits and psychological health are most strongly linked to
concurrent perceptions of living well, followed by social
locations and physical fitness and physical health. The
domains of social capitals, assets, and resources, as well as
managing daily life with dementia, showed relatively smaller
effect sizes. The psychological domain in the model is
dominating when all domains are taken into account. Upon
being consulted regarding the model, the members of the
ALWAYs involvement group felt that it was reasonable, easy
to comprehend, and supported their perception of the critical
elements that contributed to their capacity to manage the
disease properly. numerous areas of the United Kingdom.
This model shows that when domains are considered
independently, concurrent judgments of living well are most
highly correlated with the domains of psychological traits
and psychological health, followed by social places and
physical fitness and physical health. Relatively smaller effect
sizes were observed in the domains of managing daily life
with dementia and social capitals, assets, and resources.
When considering all of the domains in the model, the
psychological domain is dominant. After consulting with
each other about the model, the ALWAYs participation group
members said it made sense, was simple to understand, and
validated their understanding of the essential components
that enabled them to effectively manage the illness.
Our approach’s merits are found in the comprehensive model
we give, which reflects the relative connections between five
unique categories of latent factors and subjective evaluations
of the ability to live well with dementia. This model is based
on a sizable sample of individuals with mild-to-moderate
dementia.
A thorough analysis of the missing data and repeated
imputation adjustments were part of the modeling process.
Both the measured variables and the outcomes showed
missing data; the percentage of missing data for QoL-AD was
greater at 9.4%, compared to low levels (3%) for the SwLS
and WHO-5.
Continuous, ordinal, and binary variables were all supported
by the maximal information modeling technique.
There are a few restrictions to take into account. It is
not possible to determine the causation direction of our
investigation since it only evaluates the effects of factors
related to living well at the same timepoint. While every
variable had the potential to be significant, a certain amount
of selection was necessary in order to develop the model.
In the initial stage of modeling, some factors did not exhibit
statistical significance despite the high sample size, or they
showed significance but were deemed less clinically relevant.
The components that shown domain-specific relationships
were the ones that remained within the latent structure.
Therefore, it’s possible that certain little effect sizes were
overlooked during the last modeling phase. A few elements
evaluated in IDEAL lacked linear properties, making them
unsuitable for inclusion in structural equation modeling.
Relationships with indicators of a healthy lifestyle. Some
variables, like judgments of the strength of the relationship
with the carer, were removed because they were only available
to individuals who had a participating caregiver. Some, like
pain in the physical health domain, were only available
through single questions incorporated into other measures,
making them less conducive to inclusion. Further research
has to be done on these variables. The dementia participants’
self-ratings form the basis of our model. Although there have
been worries in the past about the possible impact of a lack
of awareness on self-ratings of variables like quality of life,
prior research has demonstrated that awareness differences
are not very significant in this regard.12 The reliability of
self-ratings that represent the subjective opinions of those
suffering from mild to moderate dementia is The results of this
study imply that addressing many social issues in addition to
enhancing physical and psychological health may help people
with dementia live better. All five domains and each individual
factor within the five domains were separately connected
with the perceived ability to live well with dementia, even
though positive changes in factors within the psychological
domain are anticipated to yield the biggest gains in living well
ratings. Every area has a number of changeable factors, even
though some are unlikely to be amenable to intervention. For
instance, even though some traits—like dispositional optimism
and the personality trait of neuroticism—are covered by the
variables contained in the psychological characteristics and
psychological health domain, they might not be direct targets
for intervention. other factors like Loneliness and despair may
present greater opportunities for transforming; when feasible,
enhancing physical health; and Improving people’s ability
to live well may also result from helping them manage their
disabilities more skillfully. social elements that influence on
psychological experience may also offer quick possibilities for
intervention; for instance, neighborhood trust building, social
engagement, and isolation management initiatives could aid in
the treatment of depression and loneliness. Our results also
point to the possibility of creating an integrated method of
outcome evaluation that takes demands and experiences into
account. by developing a new scale to measure “living well”
with dementia in individuals with the disease. Our findings
highlight the significance of considering both disease-related
and various personal and societal aspects that have an impact
Acknowiedgements: The three UK research networks that supported the study— Health and Care Research Wales, the Scottish Dementia Network (SDN), and the NIHR Clinical Research Network in England—are acknowledged by the authors. The participants in the Ideal trial and their families, the ALWAYs group members, including those from the Alzheimer’s Society Research Network, Dr. Nori Graham and the members of the Project Advisory Group, and the local principal investigators and personnel at our NHS sites are all thanked by the authors. The ALWAYs group facilitator Nada Savitch is greatly appreciated by the authors for her contributions to the study. We are very appreciative for the ESRC and NIHR sponsorship.
Citation:
Linda Clare. An All-Inclusive Model of Variables Linked to Subjective Views of “Living Well” With Alzheimer’s. University of Exeter Medical School, South Cloisters, St Luke’s Campus, Exeter EX1 2LU, UK. 2024.
Journal Info
- Journal Name: The Journal of Alzheimer's Disease
- Impact Factor: 1.6
- ISSN: 3064-6863
- DOI: 10.52338/tjoad
- Short Name: Tjoad
- Acceptance rate: 55%
- Volume: 7 (2024)
- Submission to acceptance: 25 days
- Acceptance to publication: 10 days
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