Prevalence and predictors of healthcare utilization among older people (60+): Focusing on ADL dependency and risk of depression

Depression in middle-aged and older adults with hearing loss: the use and construction of a nomogram tool

Objective

This study aims to explore the influencing factors of depressive symptoms in middle-aged and older adult patients with hearing loss and to construct a nomogram risk prediction model.

Methods

A total of 2,729 middle-aged and older adult patients with hearing loss from the community were selected as the study subjects. Single-factor and multifactorial stepwise logistic regression analyses were used to screen influencing factors. Based on these predictive factors, a nomogram prediction model was constructed. The model's efficacy was validated using the area under the receiver operating characteristic curve (AUC) and 1,000 bootstrap resamples.

Results

Multifactorial logistic regression analysis revealed that age, gender, pain, cognitive abilities, daily living abilities, sleep duration, and self-rated health status are the main influencing factors for depressive symptoms. Based on these factors, the constructed nomogram model demonstrated good calibration (χ2 = 3.367, p = 0.909), with an AUC value of 0.741 (95% CI: 0.723-0.759), and a sensitivity of 0.683, showing good discriminative ability and accuracy.

Conclusion

The incidence of depressive symptoms is relatively high among middle-aged and older adult individuals with hearing loss. The model developed in this study can effectively identify middle-aged and older adult patients with hearing loss who are at risk of depressive symptoms. This provides strong empirical support for the early detection, diagnosis, and intervention of depressive symptoms in middle-aged and older adult patients with hearing loss.

An Integrated Patient-Centred Medical Home (PCMH) Care Model Reduces Prospective Healthcare Utilisation for Community-Dwelling Older Adults with Complex Needs: A Matched Observational Study in Singapore

The global ageing population is associated with increased health service use. The PCMH care model integrates primary care and home-based care management to deliver comprehensive and personalised healthcare to community-dwelling older adults with bio-psycho-social needs. We examined if an integrated PCMH reduced healthcare utilisation burden of older persons in Singapore. We compared the healthcare utilisation between the intervention group and coarsened exact matched controls for a follow-up of 15 months. Baseline matching covariates included socio-demographics, health status, and past healthcare use. We accounted for COVID-19 social distancing effects on health-seeking behaviour. The intervention group consisted of 165 older adults with complex needs. We analysed national administrative healthcare utilisation data from 2017 to 2020. We applied multivariable zero-inflated regression modelling and presented findings stratified by high (CCI ≥ 5) and low disease burden (CCI < 5). Compared to controls, there were significant reductions in emergency department (β = -0.85; 95%CI = -1.55 to -0.14) and primary care visits (β = -1.70; 95%CI = -2.17 to -1.22) and a decrease in specialist outpatient visits (β = -0.29; 95%CI = -0.64 to 0.07) in the 3-month period immediately after one-year enrolment. The number of acute hospitalisations remained stable. Compared to controls, the intervention group with high and low comorbidity burden had significant decreases in primary care use, while only those with lower comorbidity burden had significant reductions in utilisation of other service types. An integrated PCMH appears beneficial in reducing healthcare utilisation for older persons with complex needs after 1 year in the programme. Future research can explore longer-term utilisation and scalability of the care model.

The Expected Demand for Elderly Care Services and Anticipated Living Arrangements Among the Oldest Old in China Based on the Andersen Model

Objective: The first aim of this study was to explore expected demands of the oldest old and their determinants for different types of elderly care services. The second aim was to investigate preferred choices of living arrangements among the oldest old and the influencing factors.

Methods: Data of 4,738 participants aged ≥80 years were extracted from the Chinese Longitudinal Health Longevity Survey carried out in 2014. Using the Andersen model as the analysis framework, a multiple logistic regression analysis was performed to analyze the relationship between the expected elderly care services and living arrangements and other influencing factors. The odds ratios were calculated to indicate the relationship between the influencing factors and the dependent variables.

Results: From the descriptive analysis results, we found that the oldest old showed high anticipated needs for home visits (83.5%) and health education (76.4%). Further, there existed a huge imbalance between the supply and demand of care services for the aged. Living with children is still the most important way of providing for the oldest old. The regression results showed that the expected demands for elderly care services and anticipated living arrangements among the oldest old in China are influenced by age, residence, housing property rights, economic status, loneliness, and activities of daily living (ADLs). The oldest old who are older without housing property rights, childless, and have restricted ADLs were more frequently observed to live in long-term care institutions.

Conclusions: There is an inequality of the supply and expected demand for elderly care services, and living with children is still a preferred choice of the Chinese oldest old. Our findings indicate that when planning how to promote elderly care services among the oldest old, it is important to consider their expectations, especially for the subgroup that is relatively disadvantaged. Related policies should be developed to offer incentives to family caregivers when they live with the oldest old.

A Comparative Study of Perceived Social Support and Depression among Elderly Members of Senior Day Centers, Elderly Residents in Nursing Homes, and Elderly Living at Home

Background

Social support perceived by the elderly can reduce mental health problems including depression. In Iranian society, some elderly people spend their elderly years in senior day care centers established to promote social protection for the elderly. Therefore, the purpose of this study was to assess perceived social support and depression in the elderly members of senior day care centers and compare the results with that of elderly individuals living at nursing homes and at home.

Materials and Methods

This descriptive, cross-sectional study was conducted on 315 elderly people. The participants were selected using stratified random sampling method and a random number table. The data collection tools used consisted of a demographic characteristics questionnaire, the Barthel index for assessing Activities of Daily Living (ADL), Social Support Appraisals (SSS-As) scale, and Geriatric Depression Scale short form (GDS-15). ANOVA, Chi-square, the Pearson correlation coefficient, and linear regression analysis were used to examine the hypotheses.

Results

The results showed that with increasing social support, depression decreased in all three groups, which was statistically significant in the two elderly groups living in nursing homes (r = -0.19, p = 0.044) and elderly members of senior day centers (r = -0.18, p = 0.049).

Conclusions

According to the results, it can be concluded that senior day care centers have been able to promote perceived social support in the elderly through their participation in daily activities and social activities, and thus were able to reduce depression significantly compared to the other two groups.

Apnea in Older Adults

Sleep-disordered breathing (SDB) is a highly prevalent chronic disease in older adults. A growing body of evidence demonstrates that SDB in older adults is linked to many adverse cardiovascular, neurocognitive, and metabolic sequelae. However, several unanswered questions remain regarding the diagnosis, consequences, and treatment of SDB in older adults. This review presents the current evidence pertaining to the management of SDB in older adults and identifies crucial gaps in knowledge that need further investigation.

Improved Housing Accessibility for Older People in Sweden and Germany: Short Term Costs and Long-Term Gains

The physical housing environment is important to facilitate activities of daily living (ADL) for older people. A hindering environment may lead to ADL dependence and thus increase the need for home services, which is individually restricting and a growing societal burden. This study presents simulations of policy changes with regard to housing accessibility that estimates the potential impact specifically on instrumental activities of daily living (I-ADL), usage of home services, and related costs. The models integrate empirical data to test the hypothesis that a policy providing funding to remove the five most severe environmental barriers in the homes of older people who are at risk of developing dependence in I-ADL, can maintain independence and reduce the need for home services. In addition to official statistics from state agencies in Sweden and Germany, we utilized published results from the ENABLE-AGE and other scientific studies to generate the simulations. The simulations predicted that new policies that remove potentially hindering housing features would improve I-ADL performance among older people and reduce the need for home services. Our findings suggest that a policy change can contribute to positive effects with regard to I-ADL independence among older people and to a reduction of societal burden.

Utilization of healthcare services among elderly with cognitive impairment no dementia and influence of depression and anxiety: a longitudinal study

OBJECTIVES

Little objective and nationally representative data are available concerning the influence of cognitive impairment no dementia (CIND) on utilization of healthcare services. The main objective was to compare the use of healthcare services over three years, between elders with current or incident CIND and those without CIND. A second objective was to evaluate the effect of depression and anxiety.

METHODS

Cross-sectional and longitudinal data from a population-based survey of 2265 older adults living in Quebec (Canada) were used. CIND was identified using normative data for the Mini-Mental State Examination and was linked with medical records from public health insurance plan. Multinomial logistic regressions adjusted for relevant socio-demographic, social network and health-related confounders were conducted for each service. Interaction between CIND and depression/anxiety was also examined.

MAIN RESULTS

Current CIND was a predictor of longer anxiolytic/sedative/hypnotic medication use. Incident CIND led to longer hospital stay. Depression raised the likelihood of frequenting geriatricians, psychiatrists or neurologists and emergency department, but lessened the likelihood of visiting general practitioners. The addition of the psychiatric conditions to the incident CIND did not increase the likelihood of consuming antidepressants, while the incident CIND cases without psychiatric conditions increased this likelihood.

DISCUSSION

Compared to older adults without CIND, older adults with CIND have a distinct utilization of healthcare services. Multiple evaluations over many years may help to better understand the utilization of healthcare services in individuals with CIND. In the meantime, evaluations of these conditions at key moments could allow a more efficient use of health resources.

Users of home-care services in a Nordic welfare state under marketisation: the rich, the poor and the sick

Stricter access to public services, outsourcing of municipal services and increasing allocation of public funding for the purchase of private services have resulted in a marketisation wave in Finland. In this context of a Nordic welfare state undergoing marketisation, this paper aims to examine the use of Finnish care services among older people and find out who are using these new kinds of private services. How wide is their use and do the users of private care services differ from those who are using public services? How usual is it to mix both public and private care services? The questionnaire survey data set used here was gathered in 2010 among the population aged 75 and over in the cities of Jyväskylä and Tampere (N = 1436). The methods of analysis used include cross-tabulation, chi-square tests and multinomial logistic regression. The findings showed that among those respondents who used care services (n = 681), 50% used only public services, 24% utilised solely private services and the remaining 26% used both kinds of services. Users of solely private services had significantly higher income and education as well as better health than those using public services only. The users of public services had the lowest education and income levels and usually lived in rented housing. The third group, those mixing both public and private services, reported poorer health than others. The results increase concerns about the development towards a two-tier service system, jeopardising universalistic Nordic principles, and also suggest that older people with the highest needs do not receive adequate services without complementing their public provisions with private services.

Demographic and clinical predictors of unplanned hospital utilisation among chronically ill patients: a prospective cohort study

BACKGROUND

In urban Australia, patients with serious and continuing illnesses make frequent use of hospital emergency department (ED) services. However, the risk factors for hospital utilisation among the broad population of people with chronic illness are not well known. The aim of this study was to assess the predictors of hospital utilisation (either inpatient admissions or ED visits) in a cohort of 308 patients with chronic illness.

METHODS

We studied patients with serious and continuing chronic illnesses presenting to an ED in a large periurban hospital in western Sydney, Australia, between 2010 and 2013. ED presentations and hospital admissions were observed over two years. Multivariate negative-binomial regression analyses were used to identify risk factors for the number of presentations to hospital.

RESULTS

The main risk factors for hospital utilisation were having a live-in carer, and a history of hospital utilisation. Having a live-in carer was associated with an increase in number of ED presentations by 88% (RR 1.88; 95% CI 1.41-2.51), and of admissions by 116% (RR 2.16; 95% CI 1.61-2.92). Seventy-seven percent of hospital utilisation in the cohort was attributable to carer status. Each additional ED presentation that a person had in the 12 months prior to the study led to an increased risk of an ED presentation in the follow-up period by 6% (RR = 1.06, 95% CI = 1.03-1.08). Between 20% and 25% of variability in hospital utilisation in the cohort was attributable to the number of hospital admissions or ED presentations in the previous 12 months.

CONCLUSIONS

Patients with a live-in carer and with a history of hospital utilisation are at high risk for future hospital use.

Functional Decline Predicts Emergency Department Use in Veterans With Dementia

BACKGROUND

We examined emergency room (ER) utilization by persons with dementia (PWDs) using caregiver and patient characteristics as predictors.

METHODS

A secondary analysis of 296 veteran-caregiver dyads. Caregivers recorded PWD baseline characteristics and noted ER visits over the next year. Two sets of regression models analyzed categorical ER use and repeat ER use.

RESULTS

In the univariate analysis, categorical use of the ER was predicted by patients' functional status (P ≤ .008) and Veterans Affairs priority grouping (P ≤ .02). Repeat ER admissions were predicted by functional status (P ≤ .04), number of chronic conditions (P ≤ .01), and caregiver-reported relationship strain (P ≤ .04). In multivariate analysis, categorical ER use was predicted by functional status (P ≤ .02), priority grouping (P ≤ .03), and number of chronic conditions (P ≤ .06).

CONCLUSIONS

Functional status most strongly predicted ER use, highlighting the promise of home-based interventions to improve activities of daily living. Number of chronic conditions and caregiver-reported relationship strain are potential targets of intervention during discharge process.

Loneliness and health care consumption among older people

Few studies have investigated loneliness in relation to health care consumption among frail older people. The aim of this study was to examine loneliness, health-related quality of life (HRQoL), and health complaints in relation to health care consumption of in- and outpatient care among frail older people living at home. The study, with a cross-sectional design, comprised a sample of 153 respondents aged from 65 years (mean age 81.5 years) or older, who lived at home and were frail. Data was collected utilising structured interviews in the respondent's home assessing demographic data, loneliness, HRQoL and health complaints. Patient administrative registers were used to collect data on health care consumption. Loneliness was the dependent variable in the majority of the analyses and dichotomised. For group comparisons Student's t-test, Mann-Whitney U-test and Chi-square test were used. The results showed that 60% of the respondents had experienced loneliness during the previous year, at least occasionally. The study identified that lonely respondents had a lower HRQoL (p = 0.022), with a higher total number of reported health complaints (p = 0.001), and used more outpatient services including more acute visits at the emergency department, compared to not lonely respondents (p = 0.026). Multiple linear regression analysis showed that a depressed mood was independently associated to total use of outpatient care (B = 7.4, p < 0.001). Therefore, it might not be loneliness, per se, that is the reason for seeking health care. However, reasons for using health care services are difficult to determine due to the complex situation for the frail older person. To avoid emergency department visits and to benefit the well-being of the frail older person, interventions targeting the complex health situation, including loneliness, are suggested.

Trends in the first decade of 21st century healthcare utilisation in a rheumatoid arthritis cohort compared with the general population

PURPOSE

To study 21st century trends in healthcare utilisation by patients with rheumatoid arthritis (RA) compared with the general population.

METHODS

Observational cohort study. Using Swedish healthcare register data, we identified 3977 Region Skåne residents (mean age in 2001, 62.7 years; 73% women) presenting with RA (International Classification of Diseases-10 codes M05 or M06) in 1998-2001. We randomly sampled two referents from the general population per RA patient matched for age, sex and area of residence. We calculated the year 2001-2010 trends for the annual ratio (RA cohort/referents) of the mean number of hospitalisations and outpatient clinic visits.

RESULTS

By the end of the 10-year period, 62% of patients and 74% of referents were still alive and resident in the region. From 2001 to 2010, the ratio (RA cohort/referents) of the mean number of hospitalisations for men and women decreased by 27% (p=0.01) and 28% (p=0.004), respectively. The corresponding decrease was 29% (p=0.005) and 16% (p=0.004) for outpatient physician care, 34% (p=0.009) and 18% (p=0.01) for nurse visits, and 34% (p=0.01) and 28% (p=0.004) for physiotherapy. The absolute reduction in number of hospitalisations was from an annual mean of 0.79 to 0.69 in male patients and from 0.71 to 0.59 in female patients. The corresponding annual mean number of consultations in outpatient physician care by male and female RA patients changed from 9.2 to 7.7 and from 9.9 to 8.7, respectively.

CONCLUSIONS

During the first decade of the 21st century, coinciding with increasing use of earlier and more active RA treatment including biological treatment, overall inpatient and outpatient healthcare utilisation by a cohort of patients with RA decreased relative to the general population.

Factors associated with the utilization and costs of health and social services in frail elderly patients

Background

Universal access is one of the major aims in public health and social care. Services should be provided on the basis of individual needs. However, municipal autonomy and the fragmentation of services may jeopardize universal access and lead to variation between municipalities in the delivery of services. This paper aims to identify patient-level characteristics and municipality-level service patterns that may have an influence on the use and costs of health and social services of frail elderly patients.

Methods

Hierarchical analysis was applied to estimate the effects of patient and municipality-level variables on services utilization.

Results

The variation in the use of health care services was entirely due to patient-related variables, whereas in the social services, 9% of the variation was explained by the municipality-level and 91% by the patient-level characteristics. Health-related quality of life explained a major part of variation in the costs of health care services. Those who had reported improvement in their health status during the preceding year were more frequent users of social care services. Low informal support, poor functional status and poor instrumental activities of daily living, living at a residential home, and living alone were associated with higher social services expenditure.

Conclusions

The results of this study showed municipality-level variation in the utilization of social services, whereas health care services provided for frail elderly people seem to be highly equitable across municipalities.

Another important finding was that the utilization of social and health services were connected. Those who reported improvement in their health status during the preceding year were more frequently also using social services. This result suggests that if municipalities continue to limit the provision of support services only for those who are in the highest need, this saving in the social sector may, in the long run, result in increased costs of health care.