bivariate regression - Mathematics
Article ( see attachment )https://www.researchgate.net/publication/334024921_Persons_with_Dementia_Living_at_Home_or_in_Nursing_Homes_in_Nine_Swedish_Urban_or_Rural_Municipalities Write a 3- to 5-paragraph critique of the article. In your critique, include responses to the following:What is the research design used by the authors?Why did the authors use correlation or bivariate regression?Do you think it’s the most appropriate choice? Why or why not?Did the authors display the data?Do the results stand alone? Why or why not?Did the authors report effect size? If yes, is this meaningful?
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healthcare
Article
Persons with Dementia Living at Home or in Nursing
Homes in Nine Swedish Urban or
Rural Municipalities
Connie Lethin 1,2, * , Ingalill Rahm Hallberg 1 , Emme-Li Vingare 3 and Lottie Giertz 3
1
2
3
*
Department of Health Sciences, Faculty of Medicine, Lund University, 22100 Lund, Sweden;
ingalill.rahm_hallberg@med.lu.se
Department of Clinical Sciences, Clinical Memory Research Unit, Faculty of Medicine, Lund University,
21224 Malmö, Sweden
Department of Social Work, Faculty of Social Sciences, Linnaeus University, 35195 Växjö, Sweden;
emmeli.vingare@lnu.se (E.-L.V.); lottie.giertz@lnu.se (L.G.)
Correspondence: connie.lethin@med.lu.se; Tel.: +46-46-2221812
Received: 2 April 2019; Accepted: 21 June 2019; Published: 25 June 2019
Abstract: The methodology from the “RightTimePlaceCare” study of dementia care was tested locally
in terms of relevance, acceptability and attrition. Comparing persons with dementia (PwDs) receiving
home care (HC) with PwDs living in nursing homes (NHs), in urban versus rural areas, regarding
their health conditions and informal caregiver burden was also done. Standardized measurements
regarding sociodemographic, and physical and mental health was used. Questions related to legal
guardianship were added. Interviews were conducted with PwDs and their caregivers in HC (n = 88)
and in NHs (n = 58). Bivariate and multivariate logistic regression analysis was used. The attrition
rate was higher in HC. In the bivariate regression model, for HC and NH, living at home was
significantly associated with more severe neuropsychiatric symptoms (p ≤ 0.001) and being cared by a
spouse (p = 0.008). In NH, the informal caregivers were significantly younger (p = 0.003) and living in
rural areas (p = 0.007) and more often in paid work (p ≤ 0.001). In the multivariate regression model,
informal caregivers were significantly younger (p = 0.007) when caring for a PwD in an NH and
caregiver burden was significantly higher in HC and in urban areas (p = 0.043). Legal guardianship
was very low. Professionals should acknowledge that PwDs in HC have more behavioural problems
and caregivers in urban areas report higher caregiver burden.
Keywords: dementia; dementia not otherwise specified; decision-making; healthcare; informal
caregivers; informal caregiving; social services; quality of life
1. Introduction
One major societal challenge in Sweden and worldwide is the rapidly growing older population
implying an increasing prevalence of dementia and, consequently, a greater need for care [1–3]. Older
people are at higher risk for various chronic diseases and dementia is among the most common
age-related condition [4,5]. Persons with dementia have been shown to be more likely to have
comorbidity complexes, such as Parkinson’s disease, stroke, diabetes, atherosclerosis, incontinence and
pneumonia, which may stay undetected due to the dementia disease [6]. As the disease progresses,
the person will be more dependent on informal and formal care to manage activities of daily living
(ADLs) [7]. Neurocognitive symptoms occur throughout the dementia trajectory and the most common
symptoms are agitation, mood disorders and psychosis [8]. Persons with dementia will develop one
or more behavioural and psychological symptoms of dementia (BPSD) with an impact on quality of
life (QoL) and caregiver burden. At some point also depressive symptoms occur during the course of
Healthcare 2019, 7, 80; doi:10.3390/healthcare7020080
www.mdpi.com/journal/healthcare
Healthcare 2019, 7, 80
2 of 13
dementia (close to 80\% of all persons with dementia) and some of them may have a major depressive
disorder (10–20\%) [9]. The progressive course of the disease requires a well-elaborated chain of care to
achieve optimal QoL for persons with dementia and also to support the informal caregiver.
Informal caregivers are often the main provider of care and service for persons with dementia
living at home [10,11]. They may experience the caregiving as positive [12] but are also at increased
risk for burden, stress, depression and other health complications [11,13]. A challenge for professionals
in dementia care is to deliver timely, individualized quality care and support both in urban and in rural
areas and to follow up the care and treatment for persons with dementia and their informal caregivers.
Depending on how public responsibility is distributed, there may be difficulties in rural municipalities
to provide sufficient care due to financial strain. Also, there is a need for methods to follow up the
quality of care that can be feed-back to the public providers.
Because of an increase in cognitive impairment, having dementia disease means intrusion into a
person’s life and the life of the people surrounding the person [14,15]. Due to the detrimental impact on
cognitive ability from the disease, there is also a need to explore how legal aspects are handled within
municipal care and services, including for instance, whether guardianship is established. Dementia
diseases are progressive which implies that the need for healthcare and social services (care and
services) changes throughout the course of dementia. It is well known that the opportunity to move
into a nursing home is limited meaning that several persons with severe dementia is cared for at home.
This may cause strain on the informal caregivers. The knowledge is scarce, both regarding the effort
needed through the course of the disease and regarding the timing when care in ordinary housing or
residential housing becomes appropriate. Knowledge is also limited regarding how to design support
for the family that has responsibility for the person’s everyday care [16].
In the European (EU)-funded study RightTimePlaceCare (RTPC) the care and service systems,
from diagnosis to end of life, in eight European countries were investigated between 2010 and 2013 to
capture the national situation regarding dementia care, compared between the countries and develop
best practice [17]. The RTPC study consisted of two parts: an interview study exploring the living
conditions of persons with dementia and their informal caregivers living at home with home care or
living in nursing homes and a mapping study exploring the care and service systems available [18].
The project titled “Living with dementia, care and service systems” (also known as the LwD-study)
was inspired by the RTPC project and its main objective was to develop best practice strategies for
dementia care locally. The mapping system was tested and further developed in the LwD study for
adaption to a local Swedish context. The mapping system was tested and further developed in the
LwD study for adaption to a local Swedish context and was found useful and reliable [19].
In this part of the LwD study, the circumstances and living conditions of persons with dementia
receiving formal and informal care when living at home or in nursing homes as well as conditions for
their informal caregivers were investigated. This was so since it is the main responsibility of the local
providers. Furthermore, we studied factors influencing the person with dementias institutionalization
at the time of admission to a nursing home and the availability and utilization of care and services
throughout the dementia trajectory as well as professional providers’ educational level. Emphasis
was on QoL and the quality of care of persons with dementia and informal caregiver burden and QoL
of informal caregivers of persons with dementia in nursing homes and home care. The LwD-study
generated primary data at a local level on the transition from professional home care to nursing
homes for persons with dementia and their informal caregivers in nine municipalities, urban and
rural. The expectations were that this study would make the professionals aware of the needs of the
individual as well as their informal caregivers and of problems that need to be alleviated. The first
aim of this study was, in collaboration with professionals, to adapt the methodology from a European
study to local circumstances in terms of relevance, acceptability and attrition (the feasibility) of the
methodology in nine Swedish municipalities. The second aim was to compare persons with dementia
living at home to persons with dementia living in nursing homes regarding, sociodemographic status,
physical and mental health, independence, behavioural symptoms and the question of guardianship.
Healthcare 2019, 7, 80
3 of 13
For their informal caregivers, sociodemographic circumstances, paid work and caregiver burden were
investigated. The third and final aim was to compare persons with dementia living at home to persons
with dementia living in nursing homes and to compare conditions for their informal caregivers in
urban versus rural municipalities regarding the same outcomes as for the second aim.
2. Materials and Methods
2.1. The Swedish Context
In Sweden, the care of persons with dementia is a shared responsibility between the counties and
the municipalities. The county councils are responsible for health care in accordance with the Health
and Medical Services Act [20]. Medical healthcare such as screening, dementia diagnosis and medical
treatment is available at primary healthcare centres or specialized clinics at hospitals and is mainly
provided by the county councils.
In terms of the Social Services Act [21] municipalities have the responsibility for care of the citizens
who are 65 years or older. The municipalities are responsible for general and specialized care and
services in home care and nursing homes and also for respite care and day care. They are expected to
enable older people to stay in their ordinary housing for as long as possible under safe circumstances
supported with care and services whenever needed. Social services also have a special responsibility
to support the informal caregivers. Both healthcare and social services in Sweden are publicly funded
through taxes. This in turn means that the tax income in rural areas is dependent on people in the work
force and if a large share is retired or not in working the municipality will have difficulties to provide
the care and support needed for their older population. The distribution can be by public authorities
although there has been an increase in marketization during the last decade. All assessment is based
on voluntary participation with consent from the care and service recipient.
2.2. Design
This cross-sectional study was conducted in nine municipalities situated in two counties in
the south of Sweden. The municipalities were invited to a meeting regarding this project. Written
information describing the LwD project was sent to all executives of eldercare in one county. All eight
municipalities within one county participated, all falling under the same healthcare organization.
The ninth municipality was located in the closest neighbouring county and the meeting there was
initiated by the local authorities. Written consent, with a mutual responsibility to contribute to the
research, was obtained from the participating municipalities.
2.3. Adaption of the Methodology
The study was adapted to Swedish conditions to enable comparison between the municipalities,
illuminate available resources and to give feedback to politicians and people in charge of the care and
service system in the municipalities. A reference group was established with representatives from all
participating municipalities consisting of professionals, such as social workers, registered dementia
nurses and eldercare managers and care coordinators. The entire project was discussed, including;
recruiting process; the relevance of the questions included in the interview and the acceptability of the
procedure. In addition, questions about legal guardians were brought up, along with other questions
of interest. To achieve consensus, the research team and the reference group had face-to-face meetings
four to five times a year complemented by e-mail messages.
Since aspects related to legal guardianship is the responsibility of the municipality questions
about how and by whom this was handled. Persons with extensively reduced decision-making ability
may need assistance and support from a substitute decision-maker and legal representative in their
contact with the care and service systems as well as of handling their economic and legal affairs. Legal
guardianship is a responsibility of the municipality following a district court judgment. It is a formal
response to the person’s impaired decision-making ability through the appointment of a substitute
Healthcare 2019, 7, 80
4 of 13
decision-maker. Guardianship can include handling of the client’s finances and monitoring of his or
her legal rights. According to the Parental Code [22] the municipality has the responsibility to recruit
and control legal guardians and assist the district court in the investigation before judgment is made.
2.4. Procedure
Baseline and follow-up interviews were conducted with persons with dementia and their informal
caregivers from March 2014 to July 2016. A follow-up interview was performed 80–100 days after the
baseline interview, if the person or caregiver agreed to this. Nine months after the baseline interview,
the contact person in each participating municipality made a report on the living situation of the person
with dementia regarding survival and present housing. All instruments used were selected based
on their psychometric properties and appropriateness for the aim and population. Questionnaires
were translated into Swedish according to a standardized procedure from the RTPC project [17].
Professionals (registered dementia nurses, registered nurses, social workers and eldercare managers)
were asked to recruit possible participants after being informed about inclusion and exclusion criteria
and instructed how to inform persons with dementia and their informal caregivers about the LwD
project. To standardize the data collection and assure data quality, a manual was developed consisting
of two parts: preparation for the interviews with information about the selection of institutions and
participants and instructions for interviewers; and the interview content, explaining the measurement
assessments used during the interviews and current ethical codes. Furthermore, special training was
provided to the professionals by the researches. The trained interviewers collected all data performing
face-to-face interviews. In 2015, three students in social work or nursing and one social worker were
trained as interviewers and conducted altogether 17 interviews.
2.5. Recruitment of Participants
Inclusion criteria for persons with dementia were being 65 years of age or older, having a
primary dementia diagnosis, scoring 24 or lower on the Standardized Mini-Mental State Examination
(S-MMSE) [23] and having an informal caregiver visit at least twice a month. The number of informal
caregivers was limited to one main caregiver, defined as the person who was most involved in the
care of the person with dementia (partners, adult children, other relatives or others such as friends or
neighbours). Persons with dementia (and their informal caregivers) who were between the margins of
care were eligible for the study; that is, persons who were at the point when home care may become
insufficient or inadequate and who were facing admission to a nursing home within 6 months. This
process may be initiated when the informal caregiver can no longer handle the situation or the person
with dementias care dependency increases and the needs cannot be sufficiently met by community
services or informal care. The judgment of risk was made by a professional caregiver for example,
a registered dementia nurse or a social worker.
Also eligible for the study, were persons with dementia who had recently been judged eligible
for nursing home care. In the research design, the plan was to include 85 persons with dementia
and informal caregiver dyads in home care and 60 dyads in nursing homes. The interviews in the
nursing homes were conducted 1–3 months after the person with dementia had moved there. Persons
with dementia eligible for nursing home care for a limited period to provide respite care at home
were excluded. At the first contact, professionals in the municipalities proposed 175 persons with
dementia–caregiver dyads from both urban (≥20,000 inhabitants) and rural areas (<20,000 inhabitants),
to participate in this study and were given verbal informed consent. At the second contact by
researchers, 146 (83\%) persons with dementia and their informal caregivers chose to participate in the
study and gave written informed consent (see Supplementary file of descriptive data of the inhabitants
in the participating municipalities and the study’s attrition rate). At baseline, 88 interviews were
conducted with persons with dementia and their informal caregivers in home care and 58 interviews
in nursing homes. Altogether 274 interviews were conducted, at baseline and at a follow up after
3 months.
Healthcare 2019, 7, 80
5 of 13
2.6. Measurements
Before each interview, the cognitive function of the person with dementia was tested to meet the
inclusion criteria (Table 1). Sociodemographic information on persons with dementia included age,
gender, dementia diagnosis, marital status and living situation for the persons with dementia (i.e.,
living at home versus in a nursing home). Other measurements for persons with dementia were rated
by proxy (informal caregivers in home care or formal caregivers in nursing homes) regarding QoL and
physical and psychological health. Measurements for informal caregivers included sociodemographic
information regarding age, gender, marital status, having paid work and relationship to the person
with dementia (not for nursing homes). Furthermore, the interviews contained questions regarding
caregiver burden, QoL and the use of legal guardianship. See Verbeek et al. [17] for a more detailed
description of measurements.
Table 1. Measurements included and related to the situation of the person with dementia.
Variable
Assessment
ADLs
Proxy
Behaviour
Proxy *
Caregiver burden
Informal caregiver
Cognition
Person with dementia
Comorbidity
Proxy
Depression
Proxy
Guardianship
Proxy
Person with dementia
and proxy
Proxy
Quality of life
Socio-demographics
Measure
Katz Index of Independence in ADLs
(Katz-ADL)
Neuropsychiatric inventory questionnaire
(NPI-Q)
Zarit Burden Interview (ZBI)
Standardized Mini-Mental State
Examination (S-MMSE)
Charlson Comorbidity Index (CCI)
Cornell Scale for Depression in Dementia
(CSDD)
Datasheet
Quality of life in Alzheimer’s disease
(QoL-AD)
Datasheet
No. of Items
6
12
22
20
n/a
19
21
13
n/a
ADL = activities of daily living; n/a = not applicable. * Answered by informal caregivers at home and formal
caregivers in nursing homes.
2.7. Analysis
Bivariate logistic regression analysis was performed for associated factors for persons with
dementia living at home or in nursing homes and in urban versus rural areas. As the intention was
to conduct 13 separate analyses for persons with dementia, we adjusted using Bonferroni correction,
therefore for this analysis p ≤ 0.003 was regarded as significant. For informal caregivers, the intention
was to conduct 6 separate analysis and when adjusted using Bonferroni correction, p ≤ 0.008 was
regarded as significant. Backward stepwise multivariate regression analysis was performed for urban
and rural areas. For the multivariate regression analysis, a p-value of p ≤ 0.05 was regarded as
significant. For all analyses, SPSS version 25.0 was used (IBM Corp., Armonk, NY, USA). For the
analysis, the variables urban (municipalities 2, 5, 6, 7 and 9) and rural areas (municipalities 1, 3, 4 and
8) were dichotomized into 1 = urban area and 0 = rural area.
2.8. Ethical ...
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