Reimbursement system for long-term care have to be based on the several principles: reimbursing cost of the care provision, maintaining quality, containing unnecessary cost, and minimizing administrative cost. Although it is difficult to adopt single system to satisfy all stakeholders, first of all characteristics of long-term care should be considered in developing the system. Among them, prepayment system based on the functional classification of the subjects would be given the highest priority, because resource utilization of the elderly people who need long-term care would be dependent on the functional status rather than diseases or specific problems.
Aged ; Classification ; Humans ; Long-Term Care*

PURPOSE: This study was conducted to examine whether the level of classification for long-term care service under long-term care insurance reflects resource utilization level for residents in nursing homes. METHODS: From 2 long-term care facilities, the researchers selected 95 participants and identified description and time of care services provided by nurses, certified caregivers, physical therapists and social workers during a 24-hr-period. RESULTS: Resource utilization level was: 281.04 for level 1, 301.05 for level 2 and 270.87 for level 3. Resource utilization was not correlated with level. Differences in resource utilization within the same level were similar with the coefficient of variance, 22.7-27.1%. Physical function was the most influential factor on long-term care scores (r=.88, p<.001). The level for long-term care service did not reflect differences in resource utilization level of residents on long-term care insurance. CONCLUSION: The results of this study indicate that present grading for long-term care service needs to be reconsidered. Further study is needed to adjust the long-term care classification system to reflect the level of resource utilization for care recipients on the long-term care insurance.
Aged ; Aged, 80 and over ; Health Resources/economics/*utilization ; Humans ; Insurance, Long-Term Care/economics ; Long-Term Care/*classification ; Middle Aged ; *Nursing Homes ; Resource Allocation ; Time Factors

OBJECTIVE: Author hypothesized that the presence of a chronic disease burden would change patients' use of health services. METHODS: This research used 4,020,172 medical payment requests(corrected for duplication) and a subset of 1,342,845 payment requests for chronic disease to analyze the pattern of health services utilization among the aged in Korea in 1991. Chronic disease was defined by ICD-9 codes as used in the US Health Services Interview Survey. Author traced the utilization of primary, secondary and tertiary facilities by diagnoses of patients. Thereafter author compared the utilization of health service by age groups, sex, and patterns of care in the chronically disabled. RESULTS: Our data showed that younger seniors are more likely to self refer to tertiary health care. Men are more likely to use tertiary care. On the other hand, women tend to use more primary care. Inpatient tertiary level service is strongly preferred over secondary or primary health services. Patients with chronically disabled had increased use of tertiary care facilities and more self-referrals for care. Secondary health service appeared to be under used. CONCLUSIONS: Comparing the results of utilization pathway of elder clients showed chronically disabled patients overutilize the health service and pursuit the multi-pathways. Especially, overused tertiary care by the elderly may play a part in overstraining of tertiary medical resources in Korea. Thus, there is a strong necessity to introduce long term care systems for the chronically disabled elderly in Korea.
Aged ; Chronic Disease ; Delivery of Health Care ; Diagnosis ; Female ; Hand ; Health Services* ; Humans ; Inpatients ; International Classification of Diseases ; Korea* ; Long-Term Care ; Male ; Primary Health Care ; Tertiary Healthcare

PURPOSE: The purpose of this study was to measure the functional status of stroke patients cared for in different long-term care settings. METHOD: We assessed all stroke patients in two home health care agencies, four nursing homes and one geriatric hospital in Korea (n=171) using the Resident Assessment Instrument (RAI), which comprises Activity of Daily Living (ADL), urine incontinence, bowel incontinence, a Cognitive Performance Scale (CPS),and being understood and understanding others. Data was collected by face-to-face surveys with patients. RESULT: The mean ADL score, urine incontinence score, bowel incontinence score, CPS, and being understood score and understanding others score were lowest for the patients receiving home health care, and highest for the patients in nursing homes. Low scores described poor and high scores good functional status. The results showed significant differences in physical and cognitive function scores between the three groups of patients. CONCLUSION: This study suggests that there may be large differences between the patients in these three types of long-term care settings. These findings can be used to help develop and implement efficient long-term care programs.
*Activities of Daily Living ; Aged ; Female ; Geriatrics ; Home Care Services ; Hospitals, Special ; Humans ; Korea ; *Long-Term Care ; Male ; Nursing Homes ; Stroke/*classification/diagnosis

PURPOSE: The purpose of this study was to classify the elderly in long-term care facilities using the Resource Utilization Group(RUG-III) and to examine the feasibility of a payment method based on the RUG-III classification system in Korea. METHOD: This study measured resident characteristics using a Resident Assessment Instrument-Minimum Data Set(RAI-MDS) and staff time. Data was collected from 530 elderly residents over sixty, residing in long-term care facilities. Resource use for individual patients was measured by a wage-weighted sum of staff time and the total time spent with the patient by nurses, aides, and physiotherapists. RESULT: The subjects were classified into 4 groups out of 7 major groups. The group of Clinically Complex was the largest (46.3%), and then Reduced Physical Function(27.2%), Behavior Problems (17.0%), and Impaired Cognition (9.4%) followed. Homogeneity of the RUG-III groups was examined by total coefficient of variation of resource use. The results showed homogeneity of resource use within RUG-III groups. Also, the difference in resource use among RUG major groups was statistically significant (p<0.001), and it also showed a hierarchy pattern as resource use increases in the same RUG group with an increase of severity levels(ADL). CONCLUSION: The results of this study showed that the RUG-III classification system differentiates resources provided to elderly in long-term care facilities in Korea.
Aged ; Female ; Health Resources/*utilization ; Homes for the Aged/*economics ; Humans ; Korea ; Long-Term Care/*economics ; Male ; Nursing Homes/*economics ; Patients/*classification ; *Prospective Payment System

OBJECTIVE: Hydrocephalus is one of the major complications following spontaneous subarachnoid hemorrhage (SAH). However, the risk factors of the hydrocephalus after SAH are not still well known. This study was focused on verification of the causal relationships between the development of hydrocephalus and SAH. METHODS: The patients who developed hydrocephalus after rupture of aneurysms were studied. To obtain prognostic factors regarding to hydrocephalus, several parameters such as age, sex, hypertension, location of aneurysm, existence of intraventricular hemorrhage (IVH) and intracerebral hemorrhage (ICH), Glasgow coma scale (GCS), Hunt-Hess SAH classification & Fisher Grade on admission and the ratio of frontal horn of lateral ventricle diameter to skull inner table diameter at this level (FH/ID) were studied retrospectively. RESULTS: The development of hydrocephalus following SAH is multifactorial. The age, IVH, FH/ID ratio were related to hydrocephalus in analysis. There is a low clinical correlation between sex, hypertension, location of aneurysm, existence of ICH, GCS, Hunt-Hess SAH classification, Fisher Grade on admission and hydrocephalus. CONCLUSION: Knowledge on risk factors related to the occurrence of hydrocephalus may help guide neurosurgeons in the long-term care of patients who have experienced aneurysmal SAH.
Aneurysm* ; Animals ; Cerebral Hemorrhage ; Classification ; Glasgow Coma Scale ; Hemorrhage ; Horns ; Humans ; Hydrocephalus* ; Hypertension ; Lateral Ventricles ; Long-Term Care ; Retrospective Studies ; Risk Factors ; Rupture ; Skull ; Subarachnoid Hemorrhage*

OBJECTIVE: Hydrocephalus is one of the major complications following spontaneous subarachnoid hemorrhage (SAH). However, the risk factors of the hydrocephalus after SAH are not still well known. This study was focused on verification of the causal relationships between the development of hydrocephalus and SAH. METHODS: The patients who developed hydrocephalus after rupture of aneurysms were studied. To obtain prognostic factors regarding to hydrocephalus, several parameters such as age, sex, hypertension, location of aneurysm, existence of intraventricular hemorrhage (IVH) and intracerebral hemorrhage (ICH), Glasgow coma scale (GCS), Hunt-Hess SAH classification & Fisher Grade on admission and the ratio of frontal horn of lateral ventricle diameter to skull inner table diameter at this level (FH/ID) were studied retrospectively. RESULTS: The development of hydrocephalus following SAH is multifactorial. The age, IVH, FH/ID ratio were related to hydrocephalus in analysis. There is a low clinical correlation between sex, hypertension, location of aneurysm, existence of ICH, GCS, Hunt-Hess SAH classification, Fisher Grade on admission and hydrocephalus. CONCLUSION: Knowledge on risk factors related to the occurrence of hydrocephalus may help guide neurosurgeons in the long-term care of patients who have experienced aneurysmal SAH.
Aneurysm* ; Animals ; Cerebral Hemorrhage ; Classification ; Glasgow Coma Scale ; Hemorrhage ; Horns ; Humans ; Hydrocephalus* ; Hypertension ; Lateral Ventricles ; Long-Term Care ; Retrospective Studies ; Risk Factors ; Rupture ; Skull ; Subarachnoid Hemorrhage*

Candida haemulonii, one of the non-albicans Candida species, is an emerging yeast pathogen that is known to be resistant to amphotericin B and other antifungal agents such as azoles. These anti-fungal agents have often been associated with clinical treatment failure, so no treatment regimen has been clearly established for invasive C. haemulonii infections. We investigated a catheter-related infection of C. haemulonii candidemia in an adult patient in long-term hospital care. In the early stages, the candidemia remained persistent despite treatment with fluconazole. However, after changing the antifungal agent to caspofungin, the candidemia was resolved. Fluconazole and amphotericin B are not reliable empirical antifungal agents for invasive C. haemulonii infections, as shown in previous case reports. An echinocandin such as caspofungin may be an appropriate empirical choice of antifungal agent for an invasive C. haemulonii infection.
Aged ; Amphotericin B/therapeutic use ; Antifungal Agents/therapeutic use ; Candida/classification/isolation & purification/*pathogenicity ; Candidiasis/drug therapy/*microbiology ; Catheter-Related Infections/drug therapy/*microbiology ; Echinocandins/therapeutic use ; Fluconazole/therapeutic use ; *Hospitals ; Humans ; *Long-Term Care ; Male ; Phylogeny

OBJECTIVES: The purpose of this study was to use decision tree analysis to explore the factors associated with pressure ulcers (PUs) among elderly people admitted to Korean long-term care facilities. METHODS: The data were extracted from the 2014 National Inpatient Sample (NIS)—data of Health Insurance Review and Assessment Service (HIRA). A MapReduce-based program was implemented to join and filter 5 tables of the NIS. The outcome predicted by the decision tree model was the prevalence of PUs as defined by the Korean Standard Classification of Disease-7 (KCD-7; code L89*). Using R 3.3.1, a decision tree was generated with the finalized 15,856 cases and 830 variables. RESULTS: The decision tree displayed 15 subgroups with 8 variables showing 0.804 accuracy, 0.820 sensitivity, and 0.787 specificity. The most significant primary predictor of PUs was length of stay less than 0.5 day. Other predictors were the presence of an infectious wound dressing, followed by having diagnoses numbering less than 3.5 and the presence of a simple dressing. Among diagnoses, “injuries to the hip and thigh” was the top predictor ranking 5th overall. Total hospital cost exceeding 2,200,000 Korean won (US $2,000) rounded out the top 7. CONCLUSIONS: These results support previous studies that showed length of stay, comorbidity, and total hospital cost were associated with PUs. Moreover, wound dressings were commonly used to treat PUs. They also show that machine learning, such as a decision tree, could effectively predict PUs using big data.
Aged ; Bandages ; Classification ; Comorbidity ; Data Mining ; Decision Trees* ; Diagnosis ; Hip ; Hospital Costs ; Humans ; Inpatients ; Insurance, Health ; Length of Stay ; Long-Term Care* ; Machine Learning ; Pressure Ulcer* ; Prevalence ; Risk Factors* ; Sensitivity and Specificity ; Suppuration ; Wounds and Injuries