• 보건의료산업학회지
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• 제8권4호
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• pp.47-55
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• 2014

The purpose of this study was to analyze the differences in the outcome for CABG according to whether hospitals provided heart related surgeries. The 2011 National Inpatient Sample (NIS) and inpatient quality indicator principles from the Healthcare Research and Quality (AHRQ) were used for analysis. Hospitals were divided into three groups according to the surgeries they provided. The length of stay and in-hospital deaths were adjusted for the differences in risks. ANOVA was performed to examine the differences for the risk-adjusted in-hospital mortality rate and risk-adjusted length of stay among the three groups. The analysis results showed that hospitals providing CABG, PTCA, and PHS had lower risk-adjusted in-hospital mortality rates or similar risk-adjusted lengths of stay compared to those of hospitals providing only CABG. However, the three groups did not have statistically significant differences in outcome indicators. Another study will be needed with a larger sample.

• 한국콘텐츠학회논문지
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• 제13권8호
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• pp.314-323
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• 2013

본 연구의 목적은 건강보험심사평가원에서 제공한 2009년 환자표본자료를 이용하여 병원의 환자집중도 수준과 분만환자의 평균재원일수와의 관계를 분석하는 것이다. 병원에 내원한 분만환자의 집중도는 DRGs(Diagnosis Related Groups)를 이용하여 생성된 내부허핀달지수를 이용하여 측정하였다. 통계분석에서는 병상 수, 분만환자 수, 100병상 당 의사 수, 100병상 당 간호사 수 같은 병원의 구조변수를 통제변수로 사용하였고, 분만환자의 평균재원일수는 종속변수로 사용하였다. 연구에서 분만환자의 집중화에 따른 재원일수 변이의 분석을 위해 모형 1에서는 병원의 모든 입원환자들 중 분만입원환자의 집중화정도를 분석하였고, 모형 2에서는 모든 산부인과 관련 환자들 중 분만입원환자의 집중화정도를 분석하였다. 분석결과 환자집중도는 두 모형 모두 평균재원일수와 통계적으로 유의하지 않았으며, 분만환자 수와 병상 수에서 통계적으로 유의하였다. 분만환자 수 변수는 평균재원일수와 음의 상관관계를 보였고, 병상 수는 양의 상관관계를 보였다. 연구결과는 병원에 내원한 분만환자의 집중도 지수 보다는 분만환자 수가 평균재원일수에 유의한 영향을 주는 것으로 나타났으며, 환자 수는 병원에서 진료의 효율성을 향상시키는데 기여한다고 볼 수 있다.

• 디지털융복합연구
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• 제18권1호
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• pp.257-263
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• 2020

본 연구는 건강보험심사평가원 자료를 이용하여 조현병 환자의 인구사회학적 특성, 의료기관 특성, 입퇴원 특성이 재원일수에 미치는 영향을 분석하여 국가 보건 정책 질 향상을 위한 기초 자료로 활용하고자 시행하였다. 건강보험심사평가원 2016년 환자 데이터셋(HIRA-NIS)에서 조현병이 주진단인 4,692명의 진료비 명세서를 연구대상으로 하였다. 조현병 환자의 재원일수 영향 요인을 확인하기 위하여 인구사회학적 특성, 의료기관 특성, 입퇴원 특성을 설명변수로, 재원일수를 종속변수로 회귀분석을 실시하였다. 연구결과 재원일수에 주요하게 영향을 미치는 요인은 여자, 연령, 의료 급여, 병원급, 요양병원, 강원도, 정신질환 부진단, 기타 부진단 등으로 밝혀졌다. 공공 데이터를 이용하여 조현병 환자의 재원일수에 영향을 미치는 요인을 찾고자 함에 의의가 있으며, 중증도는 고려하고 있지 않아 향후 중증도에 따른 재원일수의 차이에 대한 연구가 진행되어야 할 것으로 보여 진다.

• 한국직업건강간호학회지
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• 제9권1호
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• pp.18-29
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• 2000

Back injury is frequent in industry workers and is a common cause of productivity loss. It has been reported that the insured of industrial accident insurance tend to stay in hospital longer than that of other types of insurance. The purpose of this study was to identify factors affecting the length of hospital stay for the treatment of back injury in the workers under industrial accident insurance. The results of this study help insurers develop reasonable industrial accident insurance policy for back injury claims and prevention strategies of work-related back injury. A total of 2,949 patients whose industrial accident insurance claim has been approved for the treatment of work-related back injury from January to December 1999 were included in this study. Relationship between the length of hospital stay and characteristics of patient, work place, back injury, and hospital were assessed using ANOVA, t-test, simple linear regression and multiple resgression. The major findings of this study are as follows : 1. The average length of hospital stay(LOS) was 91.82 days, respectively. 2. Characteristics of Patient LOS of male patients was longer than that of female patients, there was positive correlation between age and LOS and between average wage and LOS. Working period was negatively correlated with LOS. Distance from resident to hospital was positively correlated with LOS and LOS was significantly different dependign on type of duty. 3. Characteristics of Work Place LOS was significantly different depending on types of industry and geographical region of work place. Size of work place was positively correlated with LOS. 4. Characteristics of Back Injury Occupational back pain required shorter LOS compared with back injury due to electric shock. Number of concomitant illnesses and severity of disability were positively correlated with LOS. 5. Characteristics of Hospital Patients treated in community hospitals required significantly longer LOS. Treatment in hospitals with rehabilitation program required decreased LOS. This was more prominent as number of physicians specialized in rehabilitation. 6. Multiple regression analysis revealed that distance form resident to hospital, geographical region of work place, size of work place, number of concomitant illnesses, severity of disability, and type of hospital were factors affecting LOS.

• Journal of Gastric Cancer
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• 제12권2호
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• pp.126-131
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• 2012

Purpose: We developed a standardized critical pathway for gastric cancer surgery and then determined the increase of application, which resulted in an improvement in terms of measurable indices, such as hospital stay and cost. Materials and Methods: A critical pathway was revised and used widely from the 2nd quarter of 2009. We collected clinical data, such as length of stay and complication rate, as clinical indices of quality prospectively. The total cost paid at the patient's discharge, as well as the daily hospital income, were calculated and compared by each quarter from January 2008 to December 2009. Results: The application rate of critical pathway was 11.8% and 87.8% in 2008 and 2009, respectively. There were no perioperative deaths. There was no difference in the complication rates between 2008 and 2009 (P=0.45). However, the mean length of stay was significantly different between the 2 years (P<0.05). Although the total cost was not different, the daily hospital income was significantly higher in the latter year (P<0.05). Conclusions: An increase in the application of critical pathway for gastrectomy resulted in significant decreases in length of stay and increases in the daily hospital income without a compromise on the clinical indices.

• 보건의료산업학회지
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• 제10권1호
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• pp.39-51
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• 2016

Objectives : This study investigated the health care utilization patterns of workers' compensation insurance(WCI) pneumoconiosis patients with excessively long hospital stays. Methods : The discharge summary data of 3,094 WCI pneumoconiosis patients were analyzed. The study sample was divided into 3 groups based on the length of stay(LOS). Health care utilization patterns were compared among the groups with logistic regression analysis, and the LOS determinants were identified with linear regression analysis. Results : The average LOS of the 222 long stay group patients was 1,448 days. Patients in this group tended to use private general hospitals, were admitted through the emergency room and discharged without the consent of a doctor. Conclusions : Many of the long LOS patients will maintain their inpatient status for the rest of their lives. For quality of life and efficient use of health care resources, policy makers need to establish a policy that enables patients to receive outpatient care in appropriate living conditions outside the hospital.

• 문화기술의 융합
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• 제9권3호
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• pp.137-143
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• 2023

이 연구는 어린이(0-12세)손상 환자의 특성에 따른 재원일수의 관계를 규명하여, 어린이손상 환자 재원일수에 미치는 요인을 분석하고자 시행하였다. 조사대상은 퇴원손상심층조사 자료에서 2016년 1월1일부터 2020년 12월31일 까지 퇴원한 환자 중 0-12세 이하이며, 주진단이 손상 및 사고의 외인(S00-T98)인 환자 7,804명이었다. 분석은 빈도 분석 및 독립표본 t-검정, ANOVA 검정을 실시하였다. 재원일수에 영향을 미치는 요인을 알아보고자 회귀분석을 시행하였다. 연구대상자의 평균재원일수는 5.5일 이었다. 학령기(7-12세)기 아동이 학령전기(0-6세)보다 재원일수가 길었으며, 진료비 지불방법이 의료급여 및 기타보험 환자가 재원일수가 길었다. 의료기관 소재지가 수도권보다 비수도권(전라도, 경상도)일 때, 병상규모가 100-299병상인 경우 재원일수가 길었다. 내원경로는 외래인 경우 재원일수가 짧았고, 손상기전이 운수사고, 화상인 경우 재원일수가 길었다. 부진단이 있고, 주수술을 시행한 경우 재원일수가 길었으며, 퇴원후 방향이 사망인 경우 재원일수가 길게 나타났다. 이 연구는 전국 단위 자료인 퇴원손상심층조사 자료를 이용하여 우리나라 어린이 손상환자의 재원일수의 특성 및 결정요인을 파악하였다는 점에서 의의를 갖는다. 또한, 안전교육 및 예방 활동만으로도 발생을 줄일 수 있는 어린이 손상의 관련 요인 대한 적극적인 치료와 다양한 예방정책 마련을 위한 기초 자료를 제공했다는 점에서 의의가 있다.

• 보건행정학회지
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• 제26권1호
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• pp.39-50
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• 2016

Background: This study examined patient and hospital factors related to long-stay admissions in long-term care hospitals (LTCHs) among older people in Korea. Methods: We analyzed health insurance claims data, entitlement data, and institutional administrative data from the National Health Insurance Service databases between 2010 and 2012. At the patient level, we compared characteristics of patients staying in LTCHs for over 180 days (the long-stay group) with those staying in LTCHs for less than 90 days during a calendar year. At the hospital level, we examined the general characteristics and staffing levels of the top 10% of hospitals with the highest proportion of patients whose length of stay (LOS) was 180+ days (the hospitals with long-stay patients) and compared them with the top 10% of hospitals with the highest proportions of patients whose LOS was less than 90 days (hospitals with shorter-stay patients). Results: The long-stay group accounted for about 40% of all LTCH patients. People in the group were more likely to be women, aged 80+, living alone, and experiencing more than two health conditions. Compared to the hospitals with shorter-stay patients, those with long-stay patients were more likely to be occupied by patients with behavior problems and/or impaired cognition, owned by corporate or local governments, have more beds and a longer period of operation, and deliver services with lower staffing levels. Conclusion: This study found long-stay older people in LTCHs and those in LTCHs with high proportions of long-stay older patients had several distinct characteristics compared to their counterparts designated in this study. Patient and hospital characteristics need to be considered in policies aiming to resolve long-stay admissions problems in LTCHs.

• Journal of Preventive Medicine and Public Health
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• 제43권6호
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• pp.523-534
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• 2010

Objectives: We assessed impact of performance reporting information about the readmission rate, length of stay and cost of hip hemiarthroplasty. Methods: The data are from a nationwide claims database, National Quality Improvement Project database, of Health Insurance Review & Assessment Service in Korea. From January 2006 to April 2008, we received information of length of stay, readmission within 30 days, cost of 22 851 hip hemiarthroplasty episodes. Each episodes has retained the diagnoses of comorbidities and demographics. We used time-series analysis to assess the shifting of patients selections, between high volume (over 16 operations in a year) and low volume institutions, after performance reporting (December 2007). The changes of quality (readmission, length of stay) and cost were evaluated by multilevel analysis with adjustment of patient's factors and institutional factors after performance reporting. Results: As compared with the before performance reporting, the proportion of patients who choose the high volume institution, increased 3.45% and the trends continued 4 months at marginal significance (p = 0.059). After performance reporting, national average readmission rate, length of stay were decreased by 0.49 OR (95% CI=0.25 - 0.95) and 10% (${\beta}$=-0.102, p<0.01) and cost was not changed (${\beta}$=-0.01, p=0.27). The high volume institutions were more decreased than low volume in length of stay. Conclusions: After performance reporting, readmission rate, length of stay were decreased and the patient selections were marginally shifted from low volume institutions to high volume institutions.

• 한국산학기술학회논문지
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• 제12권3호
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• pp.1234-1243
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• 2011

본 연구의 목적은 지역사회획득 폐렴 입원 환자의 재원일수의 변이를 분석하기 위해 중증도 모형을 개발하였다. 2004~2006년 퇴원손상환자 조사자료 중 지역사회획득 폐렴환자 5,353건을 연구대상으로 하였으며, 재원일수의 차이분석은 t검정, 분산분석을 실시하였고, 중증도 보정 재원일수 예측 모형은 데이터마이닝 기법을 이용하였다. 여자에 비해 남자, 연령이 많을수록, 의료급여, 응급실 경유 환자의 재원일수가 긴 반면, 병원사망 여부에 따라서는 유의한 차이가 없었다. 개발된 의사결정나무 모형을 이용하여 예측 재원일수를 산출하고 표준화한 값을 비교한 결과 타지역 진료여부에 따라서 재원일수의 차이는 없는 반면, 보험유형과 지역별로 재원일수의 변이가 존재하는 것으로 나타났다. 환자 특성과 중증도를 통제하고 나타난 재원일수의 변이는 공급자 요인으로 설명될 수 있는데, 진료행태나 의료자원에 대한 후속 연구가 필요한 것으로 보인다. 본 연구는 행정 데이터를 이용하여 중증도 모형을 개발하고 변이를 확인하였다는 점에서 활용의 효용성을 높이는 데 기여할 것으로 사료된다.