Geriatric Clinic Research Articles

Factors Affecting Successful Aging of Older Adults and the Relationship Between Leisure Activities Duration and Successful Aging.

The study was conducted with older adults who lived in a nursing home and applied to the geriatric outpatient clinic of a university hospital between April and August 2022. The study sample was 516 older adults and the data were collected by using the Older Information Form and Successful Aging Scale (SAS). It was determined that the mean duration of daily leisure activities was 6.61 ± 3.69 hours, and their mean SAS score was 58.31 ± 15.21. A moderate positive correlation was found between the SAS scores of the older adults and the activities of shopping; whereas a low positive correlation was found between their SAS scores and activities of walking, visiting friends and relatives, growing flowers, listening to music, reading, hand knitting, spending time on social media, exercising, and puzzles (p < .05). The main results of our study revealed that planned leisure activities that older adults engage in would contribute to their successful aging.

Comprehensive geriatric assessment-based frailty clinic in a low middle income country: Time to act

Comprehensive Geriatric Assessment (CGA) is a process of care that involves a holistic, multidimensional, interdisciplinary assessment of an older individual and has been demonstrated to be the choice of management for frailty. By 2050, it is expected that 80 % of the aging population will be living in low and low-middle income countries (LMICs). The implementation of geriatric programs is scarce in LMICs. CGA based frailty clinics could help facilitate early screening for impairment in physical and psychological capacities among pre-frail and frail older individuals allowing for suggestions for targeted interventions. Creating a sound healthcare model which addresses issues of older adults living with frailty is the need of the hour, especially in LMICs. Establishing frailty clinics in low-middle income countries could thus help to create a sustainable age-friendly healthcare model for the vulnerable and poor aging population. It is now the time to act.

2293 Targeted geriatric assessment in the emergency department: does it make a difference?

Abstract Introduction Older people represent between 21 to 40% of Emergency Department (ED) users and proportionally use more ED services than any other age group. Method Retrospective review was undertaken from 13th January 2022 until 23rd December 2022 in older patients discharged from the ED ambulatory area following a targeted geriatric assessment and recommended follow-up interventions at the geriatric clinic. Two groups were identified, those compliant to follow-up interventions (GpC) and those that defaulted (GpD). Demographic information, hospital utilisation and mortality (up to one year), and any post-visit fragility fractures were reviewed. Data collection included identification of osteoporosis or osteopenia and cognitive decline during or following the visit and findings were compared across the 2 groups. Results 137 patients were reviewed, and 79 patients (58%) compliant to geriatric follow-up (GpC) and 58 patients (42%) non-compliant (GpD). Age and sex were similar, 80 vs 80 years, range 65–98 years and female s 58% vs 62%. ED 7-day re-attendances were similar, 9% vs 12%, but 30-day hospital admissions were lower 10% vs 16%, although 1 year ED attendances were higher in the compliant group, 56% vs 45%, which did not translate to more 1 year hospital admissions 35% vs 33%. Mortality was 11% vs 14%. More patients were identified as having osteoporosis 30% vs 21% or high-risk osteopenia 18% vs 9%, and a larger number of patients had unevaluated bone health in the non-compliant group 19% vs 47%. However, fragility fractures were similar, 9% vs 7%. AMT was 7.94 vs 5.02, range 0–10 and cognitive impairment identified in 43% vs 33%, with dementia in 24% vs 14%, Mild Cognitive Impairment in 15% vs 7% and suspected but not evaluated in 4% vs 12%. Conclusion Targeted geriatric assessment has shown earlier and improved identification of underlying frailty and geriatric syndromes.

2222 Individual telephone calls to frail older adults improve outpatient clinic attendance rates

Abstract Introduction The multidisciplinary assessment clinic (MDAC) is an outpatient service for older people at a district general hospital. Patients are triaged to the MDAC clinic if they have geriatric syndrome (for example falls) plus comorbidity and/or mobility, social or cognitive concerns. The service had a high ‘did not attend’ (DNA) rate compared with other geriatric outpatient clinics. This project aimed to reduce MDAC DNA rates and improve cost effectiveness through implementation of a new pre-appointment telephone service. Method We analysed six months of attendance data prior to establishing the pre-appointment telephone service. The existing system consisted of a standardised trust appointment letter and a text message reminder. For the new system a healthcare assistant (HCA) telephoned patients the day before their appointment to confirm attendance and discuss any concerns. We analysed six months of attendance data following the implementation of the new system and compared DNA rates. Results Prior to implementation of the new pre-appointment telephone service, 29 of 268 patients DNA (11%). From the second data set, following implementation of the new telephone system, 11 of 253 patients DNA (4%). Successful contact was made with 72% of those phoned, allowing confirmation or cancelled appointments to be rebooked. Chi square analysis found a significant difference between the two systems, with a p value of &amp;lt;0.01 indicating an improvement in attendance rates with the new system. Conclusion Telephoning frail older patients prior to an outpatient clinic appointment significantly reduces DNA rates—a similar system could be implemented in other geriatric medicine outpatient settings.

Evaluation of waist-to-calf ratio as a diagnostic tool for sarcopenic obesity: a cross-sectional study from a geriatric outpatient clinic.

Proponents argue that a high waist-to-calf ratio (WCR) may indicate an imbalance between muscle and fat in the body, making it a potential predictor for sarcopenic obesity (SO). The WCR is a new index incorporating both measurements, providing a reliable approach for assessing the imbalance between abdominal fat and leg muscle mass. The present study aimed to examine the association of WCR with SO and reveal the predictive effect of SO in community-dwelling older adults. The study population was composed of 234 geriatric outpatients with obesity. WCR was calculated by dividing the waist circumference (in cm) by the calf circumference (in cm). SO was defined according to the ESPEN and EASO Consensus Statement. The mean age was 72.7 ± 5.8years, and 78.7% (n = 175) were female. Eighty-one patients (34.6%) were considered as sarcopenic obese. The WCR was 3.04 [Interquartile range (IQR), 2.88-3.32] in the sarcopenic obese group, and in the nonsarcopenic obese group, it was 2.82 [IQR, 2.7-3.0] (p < 0.001). Independent of age, sex, nutritional and frailty status WCR was associated with SO (OR 12.7, 95% CI 4.0-40.1 and p < 0.001). The cut-off value of WCR for SO was calculated as 2.94 with 72.8% sensitivity and 67.3% specificity (Area Under Curve: 0.72 and Positive likelihood ratio: 2.23, p < 0.001). WCR, a simple and accessible method, indicates promise as a possible and potential diagnostic tool for SO in community-dwelling older adults.

Modified Dead–Alive Test for the assessment of semantic and episodic memory performance of older patients with neurocognitive disorder

The aim of this study is to provide a test that allows for evaluation of both semantic memory (SM) and episodic memory (EM). The study sought to examine psychometric characteristics of the Modified Dead–Alive Test (M-DAT) in patients with neurocognitive disorders and the healthy elderly (HE). The M-DAT consists of 45 names of celebrities who have died in the remote past (15), died in the last five years (15), and are still alive (15), and participants are asked whether they are alive or dead. The M-DAT performances of patients with Diagnostic and Statistical Manual of Mental Disorders-5 (DSM-5) major neurocognitive disorder due to Alzheimer’s Disease (MND-AD) (n = 69) and patients with minor neurocognitive disorder (MiND) (n = 27) who were admitted to a geriatric psychiatry clinic and healthy controls (HC) (n = 29) were compared. Age and level of education were taken as covariates, and an analysis of covariance (ANCOVA) was performed since the MND-AD group was older and less educated. The MND-AD group had lower performance in EM and SM scores of the M-DAT. M-DAT failed to differentiate between MiND and HE. Both subscale scores of the M-DAT were associated with other neuropsychological test performances as well as the level of education. The results suggest that M-DAT is a valid and reliable tool that examines both EM and SM performances. M-DAT is an alternative for the assessment of SM evaluated by verbal fluency or naming tests. Evaluating EM and SM together is an important advantage; however, M-DAT is influenced by education, and the items require updating.

Arterial stiffness and cardiovascular risk in patients with nephrolithiasis: a 10-year prospective study.

Nephrolithiasis is frequently associated with cardiovascular diseases. These conditions present common risk factors: systemic inflammation that promotes oxidative stress leading to arterial wall stiffening may also play a role in plaque formation predisposing to nephrolithiasis. The aim of this study was to evaluate arterial stiffness indices at baseline and after a 10-year follow-up, in patients with nephrolithiasis compared with patients without. A total of 82 patients (37 men; mean age 45 ± 13 years) were enrolled at the Geriatrics and Nephrology Outpatient Clinic: 66 were diagnosed with nephrolithiasis, whereas the control group consisted of 16 individuals. At baseline and after 10 years, they underwent clinical evaluation and arterial stiffness measurement, such as carotid-femoral pulse wave velocity (CF-PWV), by arterial applanation tonometry. At baseline, when compared with the control group, patients with nephrolithiasis showed higher SBP and CF-PWV. After 10 years, patients with nephrolithiasis, but not those without, showed a significant raise in CF-PWV, even after adjustment for age and sex. In a stepwise regression model, with CF-PWV changes during the follow-up as the dependent variable, and age, sex, follow-up years, Δ mean arterial pressure, BMI, hypertension and nephrolithiasis as independent variables, nephrolithiasis was proved to be the only significant predictor of ΔCF-PWV, accounting for 6% of the variance. Our study shows higher baseline CF-PWV and greater increase in ΔCF-PWV within 10 years in individuals with nephrolithiasis than in those without, demonstrating an increased cardiovascular risk for nephrolithiasis patients.

The relationship between dehydration and etiologic subtypes of major neurocognitive disorder in older patients.

Studies investigating associations between etiologic subtypes of major neurocognitive disorder (MND) and dehydration frequency are lacking. The aim of this study was to investigate the prevalence and risk factors of dehydration among older adults with and without MND (dementia), and across different etiologic subtypes of MND. This cross-sectional study included adults aged ≥ 65years old from one geriatric outpatient clinic. Dehydration was defined as a calculated [1,86 × (Na + K) + 1,15 × glucose + urea + 14] plasma osmolarity of > 295mOsm/L.Clinical characteristics and measures of comprehensive geriatric assessments of patients with dehydration and normohydration were compared. MND was diagnosed according to the Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition criteria. The underlying etiologic subtypes were determined by specific diagnostic criteria. Of the 1377 patients 72% were female, the mean age was 80 ± 8years, and 575 had dementia. Dehydration was more common in patients with dementia than those without dementia (58% vs. 53%, p = 0.044). The prevelance of dehydration was 57%, 62%, 54%, 57% and 68% in Alzheimer's disease, Parkinson's disease dementia, fronto-temporal dementia, dementia with Lewy bodies, and vascular dementia, respectively (p ≥ 0.05). MND was associated with dehydration (OR 1.26, 95% CI 1.01-1.57; p = 0.037) after adjustment for age and sex. In multivariable analysis, among patients with dementia, hypertension, DM, CKD, and dysphagia were more common while mean Mini-Mental State Examination score was lower in those who had dehydration versus no dehydration in older patients with dementia (p < 0.05). Dehydration is slightly associated with the presence of MND independent of age and sex. However, dehydration is also quite common in older patients without cognitive disorders. Therefore, hydration status should be monitored in older adults irrespective of neurocognitive status. Hypertension, DM, CKD, dysphagia and severity of cognitive dysfunction were associated with dehydration in patients with dementia. The prevalence of dehydration is highest in patients with vascular dementia.

Frailty Explains Variation in Emergency Department Use for Older Veterans During the COVID-19 Pandemic.

Older adults were critically vulnerable to disruptions in health care during the COVID-19 pandemic, but it is not known if changes in ED utilization varied based on patient characteristics. Using a cohort of older Veterans, we examined changes in ED visit rates based on four characteristics of interest: age, race, area deprivation index, and frailty. Participants were aged ≥65, with ≥2 visits in primary or geriatric clinics between 02/02/2018-05/07/2019. An adjusted negative binomial regression model was constructed for each characteristic. We report mean counts of all ED visits by quarter for subgroups separately, and report rate ratios to compare ED visits in the first year of the COVID-19 pandemic to the year before. Patients with complete case data numbered 38,871. During the first two quarters, all subgroups had decreased ED visits, with more variation in the third and fourth quarters. The very highly frail, who had the highest mean estimated count of ED visits per person through both pre-COVID and COVID periods, also had a significant decrease in their ED visits during multiple quarters of the pandemic to a greater degree than other frailty subgroups. Stratifying older adults by frailty identified patient subgroups with the greatest variation in ED visits during COVID. Very highly frail patients warrant special attention to understand how variation in ED utilization affects patient outcomes.

Insufficient serum levels of 25-hydroxyvitamin d are associated with dyslipidemia in the elderly

Objective: To identify possible associations between serum levels of 25-hydroxyvitamin D and dyslipidemia in the elderly. Method: A cross-sectional study. For sample consisted of 80 elderly people monitored at a Geriatric Outpatient Clinic of the University Hospital in Alagoas, Brazil. In this study sociodemographic variables, lifestyle, health conditions, anthropometrics, body composition and biochemical tests were collected (serum lipid profile, 25-hydroxyvitamin D, us-RCP, PTH and calcium). Results: It was observed that the concentrations of 25-hydroxyvitamin D correlated negatively with the serum concentrations of total cholesterol and LDL-c. There was no association between HDL-c, triglyceride concentrations and the variables studied (p&gt;0.050). 25-hydroxyvitamin D was associated with the diagnosis of dyslipidemia (p=0,032). Discussion: Vitamin D was shown to be a protective factor for the development of dyslipidemia in the elderly studied and the insufficiency in serum level of vitamin D seemed to exert an influence on lipid metabolism, making the elderly even more vulnerable cardiovascular diseases.

Fatty liver as a risk factor for cardiovascular diseases: retrospective analysis of data from patients of the Geriatrics Clinic of University Clinical Hospital in Wrocław

Non-alcoholic fatty liver disease (NAFLD) is currently the most common liver disorder affecting about 25% of the global population. The causes of its development include poor diet, low physical activity, overweight, obesity, older age, diabetes, and lipid disorders. Non-alcoholic fatty liver disease is identified by some researchers as a hepatic manifestation of metabolic syndrome. It has been observed that patients with NAFLD have an increased risk of cardiovascular events, as well as a higher number of deaths from myocardial infarction compared to the general population. A retrospective analysis was conducted on the data of 237 patients diagnosed with hepatic steatosis, treated in the Department of Geriatrics at the University Clinical Hospital in Wrocław from 2019 to 2022, focusing on coexisting overweight, obesity, and concomitant diseases. Laboratory results and the degree of left ventricular muscle hypertrophy were analyzed. Parameters assessed by echocardiography, including interventricular septal thickness in diastole (IVSd), left ventricular posterior wall thickness in diastole (LVPWd), and IVSd + LVPWd/2, were used to evaluate left ventricular hypertrophy. Data from 237 patients were analyzed: 79 men (age: 77.2±7.1 years) and 158 women (age: 78.4±7.7 years). Body mass index (BMI) values for men and women were 30.5±5.0 kg/m² and 31.9±5.6 kg/m², respectively. There was a positive correlation between BMI and the degree of left ventricular hypertrophy for the parameters IVSd (ρ = 0.36, p < 0.001), LVPWd (ρ = 0.36, p < 0.001), and IVSd + LVPWd/2 (ρ = 0.38, p < 0.001). The study demonstrated a moderate positive correlation between BMI and the degree of left ventricular hypertrophy in patients diagnosed with hepatic steatosis. These findings indicate the necessity of actively searching for cardiovascular risk factors, including the evaluation of echocardiographic parameters in patients with NAFLD. Med Pr Work Health Saf. 2024;75(3):223-231.

Transobturator Versus Minisling for Urinary Incontinence: A Randomized Controlled Trial

(Abstracted from Urogynecology 2024;30:443–451) Urinary incontinence affects roughly 25% of women between the ages of 15 and 64 years and more than half of patients seen at geriatric clinics. It is typically treated using surgical and other methods.

Relationship between Depression and Gait Speed Disturbance in Elderly Outpatient of Geriatric and Psychiatric Clinics of Syed Galal University Hospital

Relationship between Depression and Gait Speed Disturbance in Elderly Outpatient of Geriatric and Psychiatric Clinics of Syed Galal University Hospital

Efficiency of 7-dehydrocholesterol vitamin-D3 complex cream for xerosis and pruritus in elderly women

Background: Xerosis and pruritus (XP) are the most common skin conditions in the elderly, manifesting clinically as roughness, scales, fissures, and mild-to-severe itching. Vitamin D improves skin hydration, transepidermal water loss (TEWL), and regulates the immune system. We aimed to determine the efficiency of topical 7-dehydrocholesterol (DHC)-vitamin D3 complex cream in elderly patients with XP. Methods: An experimental phase III study was performed on elderly women with XP from December 2021 to March 2022 at the Geriatric Dermatology Clinic of Dr. Mohammad Hoesin General Hospital, Palembang. Inclusion criteria were age older than 55 years, healthy or with comorbidity. The exclusion criteria include the use of moisturizer within two weeks before the study. DHC-vitamin D3 cream was applied on subject’s volar arms once a day. Overall dry skin score (ODSS), visual analog scale (VAS) for pruritus and adverse effects, skin hydration, TEWL, sebum level, serum vitamin D level, and dermatology life quality index (DLQI) were assessed at baseline and after 4 weeks. Statistical analysis was done with Wilcoxon and paired T-test. Results:Eighteen elderly women were included. Most subjects were 60 to 74 years old (83,3%). Half the subjects (50%) had comorbidity. There was a significant difference in skin hydration (p Conclusion: Topical 7-DHC vitamin D3 complex cream is proven to improve skin barriers, increase serum vitamin D levels, well-tolerated, and provided satisfaction and comfort in elderly women with XP.

The problem of increased vitamin D3 level in a group of patients hospitalized in a geriatrics clinic

Taking into account the multi-directional beneficial effects of vitamin D3 and its widespread deficiency, regular supplementation is recommended. However, more and more attention is being paid to the risk of overdose with supplemented vitamin D3 and the associated serious health consequences. The concentration of 25-hydroxyvitamin D (25(OH)D) is a routine test recommended upon admission to the Geriatrics Clinic of Wroclaw Medical University. The aim of the study was to analyze the results from January 2018 to June 2023. Additionally, information on the reported symptoms, gender and age of people with an increased level of vitamin D3 was collected. Analyzing a group of 1400 patients, it was noted that within 5 years, vitamin D3 concentrations exceeding the recommended level were recorded in 7 patients, including 3 with toxic levels. All abnormal results occurred in women. The most frequently reported symptoms included general weakness, lower limbs and joint pain, sleep disorders, low mood. People with toxic concentrations reported dizziness. In seniors there is a gradual increase in vitamin D concentration and its deficiency is less common. Higher concentrations were recorded in the group of older seniors, and concentrations considered toxic occur in the population >74 years of age. Supplements and drugs with vitamin D are most often used without consulting a doctor, without determining the appropriate dose, or without assessing the concentration of 25(OH)D in the serum. To prevent vitamin D deficiency in seniors, doses >4000 IU daily are not recommended. It is advisable to check all medications and supplements taken at each doctor's visit in terms of duplicating treatment with vitamin D. It is advisable to assess the status of vitamin D supply the concentration of 25(OH)D in order to select the appropriate dose. Assessment of 1,25-dihydroxyvitamin D concentration is recommended in cases of vitamin D toxicity. Med Pr Work Health Saf. 2024;75(3).

Pharmacist-Led Medication Management in Acute Geriatric Medicine and Its Associations with Rehospitalizations: A Cohort Study

Introduction: Hospitalization and discharge in older patients are critical and clinical pharmacists have shown to ameliorate risks. Our objective was to assess their benefit as part of the geriatric team regarding rehospitalizations and related outcomes after discharge focusing on general practitioners’ decision to continue or change discharge medication (GPD). Methods: Prospective implementation study with 6-month follow-up in an acute geriatric clinic. Patients ≥70 years with comorbidities, impairments, and a current drug therapy were consecutively assigned to three groups: control group (CG), implementation group (IG), and wash-out group (WG). CG only received medication reconciliation (MR) at admission; IG and their hospital physicians received a pharmaceutical counseling and medication management; during WG, pharmaceutical counseling except for MR was discontinued. We used a negative-binomial model to calculate rehospitalizations and days spent at home as well as a recurrent events survival model to investigate recurrent rehospitalizations. Results: One hundred thirty-two patients (mean age 82 years, 76 women [57.6%]) finished the project. In most of the models for rehospitalizations, a positive GPD led to fewer events. We also found an effect of pharmaceutical counseling on rehospitalizations and recurrent rehospitalizations in the CG versus WG but not in the CG versus IG models. 95.3% of medication recommendations by the pharmacist in the clinic setting were accepted. While the number of positive GPDs in CG was low (38%), pharmaceutical counseling directly to the GP in IG led to a higher number of positive GPDs (60%). Discussion: Although rehospitalizations were not directly reduced by our intervention in the CG versus IG, the pharmacist’s acceptance rate in the hospital was very high and a positive GPD led to fewer rehospitalization in most models.

Cultural adaptation of the brain health assessment for early detection of cognitive impairment in Southeast Nigeria.

The aging population in developing countries demands parallel improvements in brain health assessment services to mitigate stigma, promote healthy aging, and diagnose cognitive impairments including dementia in primary health care (PHC) facilities. The lack of culturally appropriate cognitive assessment tools in PHC facilities delays early detection. This study aims to culturally adapt a brief digital cognitive assessment tool for PHC professionals in Southeast Nigeria. A total of 30 participants (15 healthcare workers HCW and 15 community members) were selected to be culturally representative of the community. We completed focus groups and pilot testing to evaluate and refine the Brain Health Assessment (BHA) a subset of tools from the Tablet-based Cognitive Assessment Tool (TabCAT) known to be sensitive to cognitive impairment in other settings. We examined BHA subtests across local languages (Pidgin and Igbo) spoken at two geriatric clinics in Anambra State Southeast Nigeria. Following structured approaches in focus groups, adaptations were made to the Favorites (memory) and Line Length (visuospatial) subtests based on their input. Participants found the new adaptations to have good construct validity for the region. The BHA subtests showed content validity for future work needed to validate the tool for detecting early cognitive changes associated with dementia and Alzheimer's disease in PHC settings. The use of culturally adapted and concise digital cognitive assessment tools relevant to healthcare professionals in Southeast Nigeria's PHCs is advocated.

Analyzing Potential Interactions Between Complementary and Alternative Therapies, Over-the-Counter, and Prescription Medications in the Older Population.

The escalating use of complementary and alternative medicine (CAM) raises concerns, particularly among geriatric patients taking multiple medications. Notably, the doubled chance of major drug interactions between prescription and over-the-counter (OTC) drugs in older adults underscores the need for further research. This study aimed to evaluate clinically significant CAM and prescription medication interactions in a geriatric clinic, emphasizing the growing importance of understanding CAM implications in health care. A 2-year cross-sectional study, approved by the Institutional Review Board, enrolled 420 participants aged 65 and older from a geriatric primary care clinic. Participants completed a survey, and pharmacy students conducted chart reviews to evaluate potential CAM products and prescription medication interactions. Among the 420 participants-who were predominantly White females and who were taking supplements, OTC medications, or both-15.6% experienced potential drug interactions. Ginkgo biloba, garlic, and calcium were common contributors to major, moderate, and minor interactions, respectively, among supplements. Meanwhile, ibuprofen was among the contributors to major and moderate interactions among OTC medications. Most supplements and OTC medications were disclosed to health care professionals. However, there was a lack of investigation by health care professionals regarding CAM use, emphasizing a discrepancy between patient-reported and physician-inquired CAM usage. This study highlighted the significant use of CAM and/or OTC medications, particularly among vulnerable older adults, revealing a concerning 15.6% rate of potential drug interactions. The findings emphasized the need for awareness among health care practitioners and standardized CAM surveys to enhance accuracy and patient safety.

Assessing Telemedicine Demand and Viability in Indonesian Geriatric Clinics: A Comprehensive HOT FIT and Sociotechnical Analysis.

The growing elderly population in Indonesia presents challenges for the healthcare system, prompting the exploration of telemedicine as a solution. However, its effective implementation in Indonesia faces obstacles. This research aimed to develop a comprehensive geriatric telemedicine framework in Padang City by studying multiple stakeholders. We employed qualitative methods, including in- -depth interviews, across two hospitals, a Health Office, and a Community Health Center, involving 18 elderly participants. The study identified ten key dimensions for geriatric telemedicine services: technology, Human-Computer Interface (HCI), infrastructure, system workflow, clinical content, people (diverse roles), organization (ecosystem, service workflow, internal and external regulations), and financing (social security agency on health and independent). We used the Human-Organization- Technology Fit and Sociotechnical System approaches for analysis. The study suggests implications for future implementation and advocates for broader participant involvement, information technology (IT) studies for system development, and longitudinal evaluations to assess the impact on elderly health outcomes.

Application analysis of personalized care based on CGA assessment in geriatric comprehensive outpatient clinics.

Application analysis of personalized care based on CGA assessment in geriatric comprehensive outpatient clinics.