• 대한간호학회지
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• 제50권3호
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• pp.333-348
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• 2020

Purpose: The present study investigated the association between nurse staffing and health outcomes among psychiatric inpatients in Korea by assessing National Health Insurance claims data. Methods: The dataset included 70,136 patients aged 19 years who were inpatients in psychiatric wards for at least two days in 2016 and treated for mental and behavioral disorders due to use of alcohol; schizophrenia, schizotypal and delusional disorders; and mood disorders across 453 hospitals. Nurse staffing levels were measured in three ways: registered nurse-to-inpatient ratio, registered nurse-to-adjusted inpatient ratio, and nursing staff-to-adjusted inpatient ratio. Patient outcomes included length of stay, readmission within 30 days, psychiatric emergency treatment, use of injected psycholeptics for chemical restraint, and hypnotics use. Relationships between nurse staffing levels and patient outcomes were analyzed considering both patient and system characteristics using multilevel modeling. Results: Multilevel analyses revealed that more inpatients per registered nurse, adjusted inpatients per registered nurse, and adjusted inpatients per nursing staff were associated with longer lengths of stay as well as a higher risk of readmission. More adjusted inpatients per registered nurse and adjusted inpatients per nursing staff were also associated with increased hypnotics use but a lower risk of psychiatric emergency treatment. Nurse staffing levels were not significantly associated with the use of injected psycholeptics for chemical restraint. Conclusion: Lower nurse staffing levels are associated with negative health outcomes of psychiatric inpatients. Policies for improving nurse staffing toward an optimal level should be enacted to facilitate better outcomes for psychiatric inpatients in Korea.

• 보건행정학회지
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• 제31권4호
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• pp.508-517
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• 2021

Background: After the first case of coronavirus disease 2019 (COVID-19) in January 2020, Korea has experienced three waves in 2020. This study aimed to analyze changes in health care utilization according to the period of the 1st to 3rd waves of the COVID-19 pandemic. Methods: We analyzed 3,354,469,401 national health insurance claims from 59,104 medical facilities between 2017 and 2020. Observed-to-expected ratios (O:E ratio) with data from 2017 to 2019 as expected values and data from 2020 as observed values were obtained to analyze changes in medical utilization. T-test was used to test whether the difference of observed and expected values was statistically significant. Results: In 2020, the O:E ratio was 0.894, indicating a decrease in health care utilization overall during the pandemic. The O:E ratio of the 1st wave was 0.832, which was lower than those of the second (0.886) and third (0.873) waves. Health care utilization decreased relatively more among outpatient, women, children and adolescents, and health insurance patients. And health care utilization decreased more in small medical facilities and in Daegu and Gyeongbuk during the first wave. During the pandemic, the O:E ratios of respiratory diseases were 0.486-0.694, while chronic diseases and mental diseases were more than 1.0. Conclusion: Health care utilization decreased during the COVID-19 pandemic overall, and there were differences by COVID-19 waves, and by the characteristics of patients and medical facilities. It is necessary to understand the cause of changes in health care utilization in order to cope with the prolonged COVID-19 pandemic.

• 대한치매학회지
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• 제22권4호
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• pp.121-129
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• 2023

Background and Purpose: As it becomes an aging society, interest in senile diseases is increasing. Alzheimer's dementia (AD) and osteoporosis are representative senile diseases. Various studies have reported that AD and osteoporosis share many risk factors that affect each other's incidence. This aimed to determine if active medication treatment of AD could affect the development of osteoporosis. Methods: The Health Insurance Review and Assessment Service provided data consisting of diagnosis, demographics, prescription drug, procedures, medical materials, and healthcare resources. In this study, data of all AD patients in South Korea who were registered under the national health insurance system were obtained. The cohort underwent conversion to an Observational Medical Outcomes Partnership-Common Data Model version 5 format. Results: This study included 11,355 individuals in the good persistent group and an equal number of 11,355 individuals in the poor persistent group from the National Health Claims database for AD drug treatment. In primary analysis, the risk of osteoporosis was significantly higher in the poor persistence group than in the good persistence group (hazard ratio, 1.20 [95% confidence interval, 1.09-1.32]; p<0.001). Conclusions: We found that the good persistence group treated with anti-dementia drugs for AD was associated with a significant lower risk of osteoporosis in this nationwide study. Further studies are needed to clarify the pathophysiological link in patients with two chronic diseases.

• 대한한의학회지
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• 제36권3호
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• pp.98-110
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• 2015

Objectives: The purpose of this study was to analyze the medical cost of facial paralysis in payer perspective and to estimate the practice pattern of patient using 2011 Health Insurance Review & Assessment Service-National Patients Sample(HIRA-NPS). Methods: Basic statistical system was used for descriptive analysis of NPS dataset. A table for general information (table20) was extracted by disease code, and social demographic characteristics, distribution of the use among inpatients and outpatients, utilization of each kind of medical care institutions, medical cost were analyzed. Subgroup analysis was conducted for assuming the practice pattern of korean medicine and western medicine. Results: A total of 8,219 people and 64,345 claims data were identified as having facial paralysis. Proportion of outpatient was 95.23%, inpatient 0.84% and patient using both services 3.93%. Mean patient charges was 44,229 won per outpatient, 178,886 won per inpatient and 523,542 won per patient using both services. Utilization of korean medical care institutions was 68.81%(claims), 40.46%(patients), utilization of western medical care institutions was 31.19%(claims), 59.54%(patients). The amount charged by korean medical care institutions was 52.61% and western medical care institutions was 47.39%. Cost per claim was higher than those of the korean treatment and cost per patient of western treatment was lower than those of the korean treatment. Conclusions: The research assessed the medical cost and practice pattern associated with facial paralysis. These findings could be used in health care policy and subsequent studies.

• 동의신경정신과학회지
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• 제30권1호
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• pp.31-38
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• 2019

Objectives: To identify the cost effectiveness of early dementia diagnosis using the 2014 Health Insurance Review & Assessment Service-National Patients Sample (HIRA-NPS). Methods: The medical costs of dementia between Western medical care and Korean medical care were compared through the reimbursement and non-reimbursement item code for dementia examination. In addition, the medical expenses of patients with dementia and mild cognitive impairment were compared and analyzed with respect to Western and Korean medical care. Results: There were 87,434 claims, of which 16,101 patients were diagnosed with dementia and 38,680,789,560 won was found to be the medical expenses. 12,881 patients (80.0%) with dementia, 3,144 patients (19.5%) with mild cognitive impairment, and 76 patients (0.5%) progressing from mild cognitive impairment to dementia. The proportion of medical expenses was 97.6% for dementia patients, 2.3% for mild cognitive impairment, and 1% for patients progressing from mild cognitive impairment to dementia. 86,070 claims (98.4%) were from Western medical care, with16,824 patients (98.2%), and the medical expenses was 38,546,895,400 won (99.7%). 1,361 claims (1.6%) were from Korean medical care, with 303 patients (1.8%), and the medical expenses was 133,894,160 won (0.3%). Conclusions: This study compared and analyzed the medical costs of dementia patients and the diagnosis of both Korean and Western medical care. The results of this study are expected to be used as basic research data for investigating cost effectiveness of developing early diagnosis of dementia.

• 한국임상약학회지
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• 제32권3호
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• pp.155-165
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• 2022

Background: Chronic obstructive pulmonary disease (COPD) is not completely reversible and requires long-term management with appropriate treatment. This study aimed to analyze trends in treatment regimens and medication costs for COPD patients using a national claims database. Methods: We conducted this analysis using National Patient Sample data from the Health Insurance Review and Assessment Service covering the period from 2015 to 2018. We have constructed a dataset comprising COPD disease classification codes J43.x and J44.x (based on KCD-7 code, J43.0 was excluded) and compiled a list of drugs fitting current guidelines. To identify trends, we calculated frequency, ratio, and compound annual growth rate (CAGR) using the numbers of prescriptions and patients. Results: The number of COPD patients was 7,260 in 2018, slightly decreased from 2015. Most of these COPD patients were aged 60 or older and included a high proportion of males (72.2%; 2018). The number of patients prescribed inhaled medications increased gradually from 2015 to 2018 (9,227 (47.1%); 2015, 9,285 (51.5%); 2018), while the number of patients prescribed systemic beta-agonists and Xanthines has decreased since 2015 (CAGR -14.7; systemic beta-agonist, -5.8; Xanthines). The per capita cost of medication has increased by 0.4% (KRW 206,667; 2018, KRW 204,278; 2015) annually during the study period. Conclusion: This study showed that treatment with inhaled medications had continuously increased in accord with changing guidelines, but oral medications were still widely used. It is necessary to emphasize the importance of inhaled medications in treating COPD to reduce additional economic burden through appropriate medication use.

• 보건행정학회지
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• 제34권1호
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• pp.38-47
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• 2024

연구배경: 한국의 소아청소년 인구는 최근 10년간 288만 명 감소하였으며 전례 없는 초저출산으로 더욱 감소할 것으로 예상되고 있다. 여기에 코로나19 팬데믹 영향으로 소아청소년과 의원의 수익은 크게 감소하여 폐업이 증가하고 있는 실정이다. 본 연구는 아동인구 감소로 인한 소아청소년과 의원의 수익 악화가 폐업에 실질적으로 영향을 주었는지 분석하였다. 방법: 2011-2022년 건강보험심사평가원의 요양기관현황신고, 건강보험청구자료와 통계청의 주민등록인구현황 자료를 이용하여 2012-2022년 소아청소년과와 그 외 진료과(내과, 이비인후과, 가정의학과) 의원의 연도별 자료를 구축하였다. 종속변수를 폐업 여부로 하였고, 지역의 인구 특성 및 경쟁 정도를 반영하는 변수(전년 대비 아동인구 감소 여부, 허핀달-허쉬만지수 등)와 기관 특성 변수(전년 대비 수익 감소 여부, 연간 수익 등)가 폐업에 영향을 주는지 분석하였다. 기술통계, 카이제곱분석을 실시하였으며 일반화추정방정식(generalized estimating equations, GEE)을 사용하여 변수별 오즈비를 추정하였다. 결과: 소아청소년과 의원의 폐업률은 2.66%-7.04%로 내과·이비인후과·가정의학과 1.81%-2.47%와 비교했을 때 지속적으로 높았으며 코로나19 팬데믹 시기에 7.04%로 가장 높았다. 3개 진료과와 소아청소년과의원의 기관당 진료비 격차는 2012년 126백만 원에서 2019년 245백만 원으로 더 커졌다. GEE 분석결과, 낮은 수익, 전년 대비 수익 감소는 소아청소년과의 폐업을 증가시키는 주요 요인이었으며 수익 관련 변수 보정 후 소아청소년 인구 감소 자체는 폐업을 증가시키지 않는 것으로 분석되었다. 지역 내 동일 진료과 의원 수가 많거나 독과점이 있는 경우 3개 진료과(내과·이비인후과·가정의학과) 의원의 폐업은 증가하였으나 소아청소년과 의원의 폐업에는 영향을 주지 않는 것으로 나타나 차이가 있었다. 결론: 아동인구가 감소하는 상황에서 수익 감소는 소아청소년과 의원의 폐업을 증가시키는 주요 요인이 분명하다. 추후 소아청소년 진료체계를 안정적으로 유지시키기 위한 적극적인 방안이 모색되어야 한다.

• 대한장애인치과학회지
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• 제14권1호
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• pp.11-16
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• 2018

In order to increase the accessibility of dental care for people with disabilities, National Health Insurance Service has implemented an additional point system of National Dental Insurance for dental treatment of patients with a special health care need (AID). The purpose of this study is to investigate the types and status of AID in Korea using data of the Health Insurance Review and Assessment Service from 2011 to 2017. The basic consultation fee is increased by 9.03 points (713 won) for brain disorder, intellectual disability, mental disability, or autistic disorder. From 2011 to 2015, the number of claims with a basic consultation fee increased from 90,456 to 141,179. Dental treatment and surgical treatment fee is increased by 100% of the defined insurance score for each of the 15 items. During the five years from 2012 to 2016, the number and amount of claims for each item increased steadily. Of the total claims for 5 years, endodontic treatment was highest, with 107,477 cases, followed by 51,641 cases of scaling. There are two types of dental safety observation fee, simple and complex. The simple safety observation fee is 10,370 won per day, and the complex safety observation fee is 20,750 won per day. Dental safety observation fees were charged 34 times in 2015, 14 times in 2016, and 41 times through May 2017. From 2011 to 2017, the number and amount of claims using AID for dental care for people with disabilities increased. However, considering that the number of registered dental users with disability was about 560,000 in 2016, the number of claims using AID is 1-20,000, which is less than 2% of registered dental users with disability. Therefore, it is necessary to expand dental services for people with disabilities including AID.

• Journal of Preventive Medicine and Public Health
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• 제42권2호
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• pp.117-122
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• 2009

Objectives : We tried to evaluate the agreement of the Charlson comorbidity index values(CCI) obtained from different sources(medical records and National Health Insurance claims data) for gastric cancer patients. We also attempted to assess the prognostic value of these data for predicting 1-year mortality and length of the hospital stay(length of stay). Methods : Medical records of 284 gastric cancer patients were reviewed, and their National Health Insurance claims data and death certificates were also investigated. To evaluate agreement, the kappa coefficient was tested. Multiple logistic regression analysis and multiple linear regression analysis were performed to evaluate and compare the prognostic power for predicting 1 year mortality and length of stay. Results : The CCI values for each comorbid condition obtained from 2 different data sources appeared to poorly agree(kappa: 0.00-0.59). It was appeared that the CCI values based on both sources were not valid prognostic indicators of 1-year mortality. Only medical record-based CCI was a valid prognostic indicator of length of stay, even after adjustment of covariables($\beta$ = 0.112, 95% CI = [0.017-1.267]). Conclusions : There was a discrepancy between the data sources with regard to the value of CCI both for the prognostic power and its direction. Therefore, assuming that medical records are the gold standard for the source for CCI measurement, claims data is not an appropriate source for determining the CCI, at least for gastric cancer.

• Journal of Preventive Medicine and Public Health
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• 제47권4호
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• pp.206-215
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• 2014

Objectives: The hospital standardized mortality ratio (HSMR) has been widely used because it allows for robust risk adjustment using administrative data and is important for improving the quality of patient care. Methods: All inpatients discharged from hospitals with more than 700 beds (66 hospitals) in 2008 were eligible for inclusion. Using the claims data, 29 most responsible diagnosis (MRDx), accounting for 80% of all inpatient deaths among these hospitals, were identified, and inpatients with those MRDx were selected. The final study population included 703 571 inpatients including 27 718 (3.9% of all inpatients) in-hospital deaths. Using logistic regression, risk-adjusted models for predicting in-hospital mortality were created for each MRDx. The HSMR of individual hospitals was calculated for each MRDx using the model coefficients. The models included age, gender, income level, urgency of admission, diagnosis codes, disease-specific risk factors, and comorbidities. The Elixhauser comorbidity index was used to adjust for comorbidities. Results: For 26 out of 29 MRDx, the c-statistics of these mortality prediction models were higher than 0.8 indicating excellent discriminative power. The HSMR greatly varied across hospitals and disease groups. The academic status of the hospital was the only factor significantly associated with the HSMR. Conclusions: We found a large variation in HSMR among hospitals; therefore, efforts to reduce these variations including continuous monitoring and regular disclosure of the HSMR are required.