• 한국간담췌외과학회지
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• 제28권1호
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• pp.80-91
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• 2024

Backgrounds/Aims: Optimal intravenous fluid management during the perioperative period for patients undergoing pancreaticoduodenectomy (PD) within the framework of enhanced recovery after surgery (ERAS) is unclear. Studies have indicated that excessive total body salt and water can contribute to the development of oedema, leading to increased morbidity and extended hospital stays. This study aimed to assess the effects of an intravenous therapy regimen during postoperative day (POD) 0 to 2 in PD patients within ERAS. Methods: A retrospective interventional cohort study was conducted, and it involved all PD patients before and after implementation of ERAS (2009-2017). In the ERAS group, a targeted maintenance fluid regimen of 20 mL/kg/day with a sodium requirement of 0.5 mmoL/kg/day was administered. Outcome measures included the mmol of sodium and chloride administered, length of stay, and morbidity (postoperative pancreatic fistula, POPF; acute kidney injury, AKI; ileus). Results: The study included 169 patients, with a mean age of 64 ± 11.3 years. Following implementation of the intravenous fluid therapy protocol, there was a significant reduction in chloride and sodium loading. However, in the multivariable analysis, chloride administered (mmoL/kg) did not independently influence the length of stay; or rates of POPF, ileus, or AKI (p > 0.05). Conclusions: The findings suggested that a postoperative intravenous fluid therapy regimen did not significantly impact morbidity. Notably, there was a trend towards reduced length of stay within an increasingly comorbid patient cohort. This targeted fluid regimen appears to be safe for PD patients within the ERAS program. Further prospective research is needed to explore this area.

• 지역사회간호학회지
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• 제27권4호
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• pp.327-336
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• 2016

Purpose: This study was to examine the clinical characteristics and mortality risk factors of geriatric hospital patients who visited one region-wide emergency department (ED). It's basically meant to develop criteria for the patient management of geriatric hospitals and to provide related information. Methods: A retrospective research study was implemented using electronic medical records. The subjects in this study included 484 geriatric hospital patients who were selected from among 15,994 patients that visited one region-wide ED between January 1, 2014, and December 31, 2015. Results: There were significant differences in death, a change for the better and no change for the better, which were results of treatment, according to the length of stay in hospital, hospitalization in a general ward, not having an operation or surgery, the presence or absence of malignant neoplasm, the insertion of foley catheter, intubation, ventilator and the insertion of central venous catheter. Conclusion: The results of this study suggest that a patient management system is necessary in geriatric hospitals and that competent healthcare workers who can properly respond to emergencies are required as well.

• 여성건강간호학회지
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• 제24권1호
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• pp.24-32
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• 2018

Purpose: To determine traits related to pregnancy and delivery, length of stay, health care cost, postpartum discomfort, and satisfaction with medical service of puerperas giving birth in midwifery clinic and hospitals. Methods: This study used a comparative survey design. Data were collected from a total of 140 postpartum mothers composed of 70 mothers who gave births in two hospitals and another 70 mothers who delivered in one midwifery clinic. Results: Delivery in midwifery clinic had higher Apgar score at 1 minute and 5 minutes after birth than hospital. Those who delivered in midwifery clinic had shorter stay in the clinic, fewer health care cost, less postpartum discomfort in physical, environmental, social, and cultural areas, higher satisfaction with medical services than those who delivered in hospitals. Conclusion: Results of this study can be used as a basis for studies on giving birth in midwifery clinic and hospitals. They might increase the autonomy of women in giving birth with positive effect on the delivery experience of the mother and her spouse.

• 한국의료질향상학회지
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• 제9권2호
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• pp.116-133
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• 2002

Background : It is very common in Korea to take care of non-acute patients in an acute setting, due to the lack of long-term facilities. Long term hospitalization increase medical expenses and decreases the bed utilization, which can affect the urgent and emergent admissions, and eventually jeopardize the hospital financially. In this study, strategies for effective transfers to the lower levels of care, and to decrease the length of stay were presented by surveying and analyzing the patient's knowledge of the transfer needs, and the willingness to transfer those whose hospital length of stay was more than 30days. Method : The survey is subject to a group of 251 patients who have been hospitalized over 30 days in a general hospital in Seoul. Excluding those that were in the Intensive Care Unit and psychiatric ward, 214 in-patients were used as participants. They were surveyed from April 9, 2002 to April 17, 2002. One hundred and thirty seven out of 214 were responded which made the response rate 64%. Data were analyzed by SAS and SPSS. Result : Multi-variable Logistic Regression Analysis showed a significant effect in medical expenses, knowledge of referral system and the information of the receiving hospital. The financial burden in medical expenses made the patient 10.7 times more willing to be transferred, knowledge of the referral system made them 5 times more willing to be transferred, and the information of receiving hospital makes 6.5 times more willing to be transferred. Reasons for willing to be transferred to a lower level of care were the phase of physical therapy, the distance from home, the attending physician's advice and being unable to be treated as an out patient. Reasons for refusing to be transferred were the following. The attending physician's competency, not being ready to be discharged, not trusting the receiving hospital's competency due to the lack of information, or never hearing about the referring system by the attending physician. Conclusion : Based on this, strategies for the effective transfer to the lower levels of care were suggested. It is desirable for the attending physician to be actively involved by making an effort to explain the transfer need, and referring to the Healthcare Coordinating Center, which can help the patient make the right decision. Nationwide networking for the referral system is the another key factor that may need to be suggested as an alternative to decrease the medical expenses. Collaborating with the Home Health Agency for the early discharge planning and the Social Service Department for financial aid are also needed. It is recommended that the hospital should expedite the transfer process by prioritizing the cost and the information as medical expenses, knowledge of referring system and the information of the receiving hospital, are the most important factors to the willingness to transfer to a lower level of care.

• 디지털융복합연구
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• 제19권7호
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• pp.271-282
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• 2021

본 연구는 미숙아의 재원일수 예측 모형을 머신러닝 기법을 통해 개발하기 위해 수행 되었다. 모형 개발을 위해 질병관리본부에서 수집한 퇴원손상심층조사 자료의 2011년부터 2016년까지 퇴원한 미숙아 6,149건을 이용하였다. 입원 초기 신경망 모형은 설명력(R²)이 0.75로 다른 모형에 비해 우수 하였다. 입원 초기 변수에 임상진단을 CCS(Clinical class ification software)로 변환하여 추가 투입한 모형은 큐비스트(Cubist) 모형의 설명력(R²)이 0.81로 랜덤 포레스트(Random Forests), 그라디언트 부스트(Gradient boost), 신경망(neural network), 벌점화 회귀(Penalty regression) 모형에 비해 성능이 우수 하였다. 본 연구는 전국단위 데이터를 이용한 미숙아의 재원일수 예측 모형을 머신러닝을 통해 제시하고 그 활용 가능성을 확인하였다. 하지만 임상정보, 부모정보 등 데이터의 한계로 향후 성능 향상을 위한 추가 연구가 필요하다.

• 디지털융복합연구
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• 제13권2호
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• pp.215-225
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• 2015

본 연구는 무릎관절치환술의 효율적 재원일수 관리를 위해 퇴원손상심층조사 자료를 이용하여 무릎관절치환술에 대한 중증도 보정 재원일수 모형을 개발하고, 이를 기반으로 무릎관절치환술의 재원일수 변이요인을 파악하고자 하였다. 수집된 퇴원손상심층조사 자료 중 무릎관절치환술 환자 4,102명을 대상으로 동반상병 보정 방법 및 데이터마이닝 기법을 이용하여 무릎관절치환술 환자에 대한 중증도 보정 재원일수 모형을 개발한 결과 CCS 동반상병 보정 방법을 이용한 의사결정나무 모형이 가장 우수하였으며, 무릎관절치환술 환자의 재원일수에 영향을 미치는 요인은 관절염 동반유무, 성, 입원경로 등으로 나타났다. 개발된 중증도 보정 모형을 기반으로 무릎관절치환술 환자의 적정 재원일수와 실제 재원일수의 차이를 파악한 결과 진료비지불방법, 병상규모, 의료기관 소재지 모두 통계적으로 유의한 차이가 있었다. 따라서 무릎관절치환술 환자의 재원일수 변이를 줄이고 효율적으로 관리하기 위해서는 과잉 진료에 대한 모니터링 등에 정책적 방안 마련이 필요하다.

• 한국병원경영학회지
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• 제14권1호
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• pp.23-35
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• 2009

The objectives of the present study is to examine the validity of Charlson Comorbidity Index(CCI) based on medical record data; to utilize the index to determine outcome indexes such as mortality, length of stay and cost for the domestic patients whose have received total hip arthroplasty. Based on medical record date, 1-year Mortality was analyzed to be 0.664 of C statistic. The $R^2$ for the predictability for length of stay and the cost was about 0.0181, 0.1842. Fee of national health insurance and total cost including the cost not covered by insurance, also had statistically significance above 3 points of Charlson point score(p=0.0290, 0.0472; $p.{\le}0.05$). The 1-year mortality index, length of stay and cost of the total hip arthroplasty patients which was obtained utilizing CCI have a limitative prediction power and therefore should be carefully analyzed for use.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제47권3호
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• pp.197-208
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• 2021

Objectives: The purpose of this retrospective study was to evaluate the variables associated with length of stay (LOS), hospital costs, intensive care unit (ICU) use, and treatment outcomes in patients hospitalized for maxillofacial infections at a tertiary medical center in South Korea. Materials and Methods: A retrospective chart review was conducted for patients admitted for treatment of maxillofacial infections at Dankook University Hospital from January 1, 2011 through September 30, 2020. A total of 390 patient charts were reviewed and included in the final statistical analyses. Results: Average LOS and hospital bill per patient of this study was 11.47 days, and ₩4,710,017.25 ($4,216.67), respectively. Of the 390 subjects, 97.3% were discharged routinely following complete recovery, 1.0% expired following treatment, and 0.8% were transferred to another hospital. In multivariate linear regression analyses to determine variables associated with LOS, admission year, infection side, Flynn score, deep neck infection, cardiovascular disease, admission C-reactive protein (CRP) and glucose levels, number and length of surgical interventions, tracheostomy, time elapsed from admission to first surgery, and length of ICU stay accounted for 85.8% of the variation. With regard to the total hospital bill, significantly associated variables were age, type of insurance, Flynn score, number of comorbidities, admission CRP, white blood cell, and glucose levels, admission temperature, peak temperature, surgical intervention, the length, type, and location of surgery, tracheostomy, time elapsed from admission to first surgery, and length of ICU use, which accounted for 90.4% of the variation. Age and ICU use were the only variables significantly associated with unfavorable discharge outcomes in multivariate logistic regression analysis. Conclusion: For successful and cost-effective management of maxillofacial infections, clinicians to be vigilant about the decision to admit patients with maxillofacial infections, perform appropriate surgery at an adequate time, and admit them to the ICU.

• 보건행정학회지
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• 제25권1호
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• pp.31-39
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• 2015

Background: The purpose of this study is comparison of the results between regression and multi-level analysis to find out factors influencing outcome indicators (in-hospital death, length of stay, and medical charges) of stroke patients. Methods: By using patient sample data of Health Insurance Review & Assessment Service, patients admitted with stroke were selected as survey target and 15,864 patients and 762 hospitals were surveyed. Results: For the results of existing regression analysis and multi-level analysis, models were assessed through model suitability index value and as a result, the value of results of multi-level analysis decreased compared to the results of regression, showing it is a better model. Conclusion: Factors influencing in-hospital death of stroke patients were analyzed and as a result, intra-class correlation (ICC) was 13.6%. In factors influencing length of stay, ICC was 11.4%, and medical charges, ICC was 17.7%. It was found that factors influencing the outcome indicators of stroke patients may vary in every hospital. This study could carry out more accurate analysis than existing research findings through analysis of reflecting structure at patient level and hospital level factors and analysis on random effect.

• 한국전자통신학회논문지
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• 제12권2호
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• pp.401-410
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• 2017

본 연구는 일 종합병원 산부인과 환자를 대상으로 2013년 7월 1일 포괄수가제가 확대시행 전 후의 재원일수와 진료비를 비교 분석하여 포괄수가제 시행의 효과를 파악하고자 수행되었다. G광역시 소재 일 종합병원에서 2013년 1년간 산부인과 포괄수가제 질병군의 수술(자궁 및 자궁부속기 수술, 제왕절개술)을 받고 퇴원한 환자로, 행위별 수가제 적용 대상자는 2013년 1월~6월까지 입원한 환자 204명이었고, 포괄수가제 적용 대상자는 2013년 7월~12월까지 입원한 환자 194명으로 총 398명의 재원일수 및 진료비를 공분산분석(ANCOVA)하였다. 본 연구결과 재원일수는 행위별수가제에서 6.65(0.13)일, 포괄수가제에서 6.40(0.12)일로 감소하였고(p=0.013), 급여총진료비는 행위별수가제에서 1,726,333(46,331)원, 포괄수가제에서 2,271,115(37,069)으로 증가하였고(p<0.001), 보험자부담금은 행위별수가제에서 1,387,142(41,938)원, 포괄수가제에서 1,800,914(28,300)원으로 증가였다(p<0.001). 급여본인부담금은 행위별수가제에서 339,190(8,404)원, 포괄수가제에서 70,201(9,255)원으로 감소하였고(p<0.001), 비급여비용은 행위별수가제에서 642,243(22,039)원, 포괄수가제에서 197,507(9,091)원으로 감소하였고(p<0.001), 환자 총본인부담금도 행위별수가제에서 981,433(25,947)원, 포괄수가제에서 667,708(13,286)원으로 감소하였다(p<0.001). 본 연구결과 산부인과 환자에 대한 포괄수가제 적용은 재원일수, 비급여비용, 총본인부담금을 감소시켰고, 급여본인부담금, 보험자부담금, 급여총진료비를 증가시키는 효과를 보였다.