• Title/Summary/Keyword: 퇴원기준

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A study on the Hospital dropout of Discharged patients Using Data Mining (데이터마이닝 기법을 이용한 퇴원환자 이탈연구)

  • Ham, S.W.;Kim, E.Y.
    • Proceedings of the KAIS Fall Conference
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    • 2009.05a
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    • pp.405-406
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    • 2009
  • Introduction : 최근 의료기관 내 진료비 정산으로 인한 전산화사업이 적극 추진되면서 각 의료기관은 생성된 자료의 목적과는 무관하게 대량의 자료를 지니고 있으면서도 병원경영과 관련하게 자료를 활용하고 있지 못하다.Objectives : 병원 입원환자의 데이터를 분석하여 입원환자의 이탈요인을 파악하여 이탈을 방지하고 지속적인 의료서비스를 제공할 수 있도록 하고자 한다. Method : 본 연구는 일개병원을 퇴원환자를 대상으로 2006년 1월 1일~2007년 12월 31일 동안의 퇴원환자 데이터를 기반으로 연구되었다. 퇴원환자 38,359명의 병원데이터 베이스를 기반으로 동일 연구기간 외래 누적데이터 375,659건의 외래환자 데이터와 비교하여 퇴원환자 중 재입원 예약 및 외래진료 예약 부도여부를 비교하는 후향적 연구를 수행하였다. 2008년 1월 1일 기준 재입원 예약 및 외래진료 예약부도 발생여부를 기준으로 계속진료환자 그릅과 이탈환자그룹을 생성하였다. 중복을 제거한 총 대상은 3,503명이였다. Discussion :본 연구에서 얻어진 결과를 기초로 퇴원환자의 이탈률이 높은 환자그룹을 집중 관리하여 이탈을 방지하고 관심을 갖고 향후 잠재적 이탈 고객을 다시 유입할 수 있는 많은 방안들이 마련되어야 할 것이다.

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A simple statistical model for determining the admission or discharge of dyspnea patients (호흡곤란 환자의 입퇴원 결정을 위한 간편 통계모형)

  • Park, Cheol-Yong;Kim, Tae-Yoon;Kwon, O-Jin;Park, Hyoung-Seob
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.2
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    • pp.279-289
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    • 2010
  • In this study, we propose a simple statistical model for determining the admission or discharge of 668 patients with a chief complaint of dyspnea. For this, we use 11 explanatory variables which are chosen to be important by clinical experts among 55 variables. As a modification process, we determine the discharge interval of each variable by the kernel density functions of the admitted and discharged patients. We then choose the optimal model for determining the discharge of patients based on the number of explanatory variables belonging to the corresponding discharge intervals. Since the numbers of the admitted and discharged patients are not balanced, we use, as the criteria for selecting the optimal model, the arithmetic mean of sensitivity and specificity and the harmonic mean of sensitivity and precision. The selected optimal model predicts the discharge if 7 or more explanatory variables belong to the corresponding discharge intervals.

Follow - up Study on Functional Change and Aspect of Physical Therapy in Stroke Patients (뇌졸중환자의 물리치료양상 및 기능변화에 관한 추적연구)

  • Yi Seung-Ju
    • The Journal of Korean Physical Therapy
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    • v.10 no.2
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    • pp.41-55
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    • 1998
  • An analysis of 87 stroke Patients who were enrolled in 7 hospitals in cities of Pusan, Taegu, Kumi, and Andong from January 1 to May 31, 1998 was conducted using the modified Barthel Index(BI) and the adapted PULSES profile index(PS) to evaluate their function. Patients were examined at the following intervals : Initial assessment, one month after initial, at discharge, and ore month after discharge. The mean BI score of patients initial assessment was 26.32. and that of PS was 17.34. There were statistically significant between initial score and one month after initial (16.61 : p<0.001), at discharge(33.51 : p<0,001), one month after discharge(43,56 : p<0.001). PS scores were also improved significantly(-2.1, -3. 94, and -5.52(p<0.001), and BI score between discharge and one month after discharge wag significant improvement(10.06 : p <0.001) and in PS score(-1,57 : p<0.001). Age and BI scone were significantly associated with the improved in BI score between initial and discharge (T3-T1)(p<0.05). Below age forty and the lower initial BI score showed significantly higher improvement(T3-T1) after physical therapy(p<0.05). Initial BI score, BI score at discharge, and religion were significantly associated with the improvement of BI score between initial and one month after discharge(T4-T1)(p<0.05). The lower initial BI score, the high. BI score at discharge, and the religious showed significantly higher improvement(T4-T1)(p<0.05). BI score at discharge and religion were significantly associated with the improvement of BI score between at discharge and one month after discharge(T4-T3)(p<0.05). The lower BI score at discharge, the religious showed significantly higher improvement(T4-T3)(p<0.05) Initial PS score were significantly associated with the improved in PS score between initial and discharge(T3-T1)(p<0.05). The higher initial PS score showed significantly hier improvement(T3-T1)(p<0.05). Initial PS score, Bi score at discharge, and patient's attitude for physical therapy after discharge were significantly associated with the improvement of PS score between initial and one month after discharge(T4- T1)(p <0.05). The higher initial PS scorer the lower PS score at discharge, patient's positive attitude for physical therapy after discharge showed significantly higher improvement(T4-T1)(p<0.05). PS score at discharge, Patient's attitude for Physical therapy after discharge were significantly associated with the improvement of PS score between discharge and one month after discharge(T4-T3)(p<0.05). The higher PS score at discharge, patient's positive attitude for physical therapy after discharge showed significantly higher improvement(T4-T3)(p<0.05). In conclusion, Initial BI score, BI score at discharge, age, and religion were significantly associated with BI score improvement. initial PS score, BI score discharge, and patient's attitude for physical therapy after discharge were significantly associated with PS score improvement in stroke patients.

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Survey of Sedation Practices by Pediatric Dentists (소아치과의사의 진정법 사용에 대한 실태조사)

  • Yang, Yeonmi;Shin, Teojeon;Yoo, Seunghoon;Choi, Seongchul;Kim, Jiyeon;Jeong, Taesung
    • Journal of the korean academy of Pediatric Dentistry
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    • v.41 no.3
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    • pp.257-265
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    • 2014
  • The aim of this study was to establish the appropriate guidelines in the sedation techniques and to organize the continuing education programs for the sedation in future under the direction of Committee on Sedation, Education and Research under the Korean Academy of Pediatric Dentistry(KAPD). The surveys on the sedation technique were performed on 111 organizations which practices the sedation and responded to the survey via online and e-mail by February 2014. The collected survey were analyzed. The purpose of sedation was mainly to manage the children's behavior and its uses were primarily on 3~4 years old children. The most frequent duration of treatment was 1~2 hours to treat both maxillary and mandible. The preferred dosages of sedative drugs were chloral hydrate(CH) 50~70 mg/kg, hydorxyzine(Hx) 1~2 mg/kg, and intramuscular midazolam(Mida IM) 0.1~0.2 mg/kg. The preferred combination of the sedative drugs were CH + Hx + $N_2O/O_2$(67.6%), CH + Hx + Mida submucosal administration (SM) + $N_2O/O_2$(29.7%), and Mida IM + $N_2O/O_2$(23.4%). The administration of additional sedatives was carried out at 48%, mainly using Midazolam. 87.5% of the respondents experienced the adverse effects of the sedation such as vomiting/retching, agitation during recovery, subclinical respiratory depression, staggering, and etc. Among them, only 20% periodically retrain the emergency management protocol. About the discharge criteria for patients after the sedation, the respondents either showed a lack of clear criteria or did not follow the recommended discharge criteria. 86% of the respondents expressed the interests in taking a course on the sedation and they wanted to learn mostly about the sedation-related emergency management, the safe dosage of the sedative drugs, and etc. The use of sedation in pediatric dentistry must be consider a patient's safety as top priority and each dentist must show the evidence of sound practices for the prevention of any possible medical errors. Therefore, KAPD must establish the proper sedation guidelines and it needs to provide the systematic technical training program of sedation-related emergency management for pediatric dentists.

The Effect of Physical Therapy on Functional Change and Related Factors in Stroke Patients (뇌졸중환자의 물리치료경과에 따른 기능변화와 관련요인)

  • Lee Seung-Ju;Yeh Min-Hae;Chun Byung-Yeol
    • The Journal of Korean Physical Therapy
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    • v.10 no.1
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    • pp.7-21
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    • 1998
  • An analysis of 101 stroke patients who were enrolled in 10 hospitals of Cities of Pusan, Taegu, and Andong from November 1, 1996 to April 31. 3997 was conducted using the modified Barthel Index(BI) and the adapted PULSES profile index(PS) to evaluate their function. Patients were examined at the following intervals: Initial assessment, one month after initial. at discharge, and one month after discharge. The mean BI score of patients initial assessment was 27.18, and that of PS was 17.54. There were statistically significant between initial score and one month after initial (21.39: p<0.001), at discharge(37.47: p<0.001), one month after discharge(46.49: p<0.001). PS scores were also improved .significantly(-2.62, -4.52. and -6.26(p<0.001). And the score between dischange and one month after discharge was significant (9.01: p<0.001) and in PS score(-1.73: p<0.001). Age and BE score were significantly associated with the improved in BI score between initial and discharge(T3-T1)(p<0.05). Below age forty the Bower initial BI score showed significantly higher improvement(T3-T1) after physical therapy(p<0.05). Initial Bl score, patients' attitude for physical therapy after discharge, age, and surgical operation were significantly associated with the improvement of BI score between initial and one month after discharge(T4-T1)(p<0.05). The lower initial BI score, patients' positive attitude for physical therapy after discharge, below age forty. and no surgical operation showed significantly higher improvement(p<0.05). BI score at discharge, side of hemiparesis and religion were significantly associated with the improvement of BI score between at discharge and one month after discharge(T4-T3) (p<0.05). The lower BI score at discharge. left aide of hemiparesis, with religion showed significantly higher improvement (p<0.05). Age, initial PS score were significantly associated with the improved in PS score between initial and discharge(T3-T1)(p<0.05). The higher initial PS score and below age forty showed significantly higher improvement(T3-T1)(p<0.05). Initial PS score, patient' attitude for physical therapy after discharge, age, educational level, physical therapy hour after discharge, and surgical operation were significantly associated with the improvement of PS score between initial and one month after discharge(T4-T1)(p<0.05). The higher initial PS score, patients' positive attitude for physical therapy after discharge, below age forty, higher education, the shorter physical therapy hour, and no surgical operation showed significantly higher improvement(T4-T1)(p<0.05). PS score at discharge, educational level, patient' attitude far physical therapy after discharge, physical therapy hour after discharge, and gender were significantly associated with the improvement of PS score between discharge and une month after discharge(T4-T3) (p<0.05), The higher PS non at discharge, higher education, patients' positive attitude for Physical therapy after discharge, the shorter physical therapy hour, and male showed significantly higher improvement (T4-T3)(p<0.05). In conclusion, initial BI score and age were significantly associated with BI score improvement and initial PS score, age, and educational level were also significantly associated with PS score improvement in stoke patients.

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Association of Nutritional Status with Clinical Outcome of Stomach Cancer Patients (위암환자의 입원초기 영양상태와 치료효과와의 관련성)

  • Kim, Young-Ok;Han, Bu
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.29 no.6
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    • pp.1185-1189
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    • 2000
  • 본 연구는 입원한 위암환자를 대상으로 영양불량의 정도를 중심으로 영양위험의 정도를 추정하며, 이러한 환자들의 초기 영양상태와 치료결과와의 관련성을 규명하기 위해 시도되었다. 연구대상은 병원에 입원한 209명의 위암환자였다. 영양불량은 표준체중백분율, 혈청알부민, 총임파구(TLC)로 판정하였으며, 치료결과는 합병증유무, 퇴원시 상태, 사망 등 세가지 관점에서 측정하였다. 표준체중백분율, 혈청 알부민, 총임파구수를 기준으로 영양상태를 보았을 때 비위험군은 39.7%였고, 위험군 I은 41.6%, 영양불량이 심한 위험군 II는 18.7%로, 환자의 60.3%가 영양상태가 불량한 것으로 나타나 위암환자 입원초기의 영양불량 정도가 심한 것으로 나타났다. 치료 결괴 퇴원시 상태가 "좋은"이 95.7%, 나쁨이 "4.3%"였으며, 사망환자는 6.8%, 합병증은 20.1%발생하였다. 또한 초기영양상태와 합병증과의 관련성은 높은 변수군 분류의 적절성(p<0.03)을 보여주고 있으며, 초기영양상태와 퇴원시의 치료상태에서도 높은 변수군 분류의 적절성(p<0.001)이 있는 것으로 나타났다. 환자의 초기 영양상태와 사망과의 관련성 검토 결과 초기영양상태가 불량한 경우 사망확률이 높은 것으로 나타나높은 상관성이 있음을 보였다. 이상의 연구결과로 볼 때 위암 환자의 초기 영양상태는 환자의 치료결과와 높은 관련성이 있는 것으로 나타났다.높은 관련성이 있는 것으로 나타났다.

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Factors Affecting Length of Stay and Death in Tuberculosis Patients(2008-2017): Focus on the Korean National Hospital Discharge In-depth Injury Survey (결핵 환자의 재원기간과 사망에 영향을 미치는 요인(2008-2017): 퇴원손상자료를 중심으로)

  • Lee, Hyun-Sook;Kim, Sang-Mi
    • The Journal of the Korea Contents Association
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    • v.21 no.4
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    • pp.487-497
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    • 2021
  • The purpose of this study is to identify factors affecting length of stay(LOS) and death in tuberculosis(TB) patients by disease type, patient characteristic, admission and disease characteristic, and hospital characteristic from 2008 to 2017. Survey data was using Korean national hospital discharge in-depth survey data produced by Korea Disease Control and Prevention Agency. Study subjects were 10,634 inpatients with TB(A15, A16, A17, A18, A19, U88.0, U88.1, U84.30, U84.31) and analyzed frequency, chi-square test, Fisher's exact test, and logistic regression by using STATA 13.0. As a study result, the type of TB(extrapulmonary TB, multidrug-resistant TB, extensively drug-resistant TB), sex(woman), age(35-49, 50-64, 65-74, 75 years old or older), admission type(outpatient department), CCI(1-2 point, 3 point over), hospital location(metropolitan city) and bed size(300-499, 500-999, over 1000) were significantly influence LOS. Also, the type of TB(extrapulmonary TB, extensively drug-resistant TB), sex(woman), age(50-64, 65-74, 75 years old or older), residence(small town/rural), admission type(outpatient department), CCI(1-2 point, 3 point over), hospital location(provincial) were significantly influence death. In conclusion, the existing tuberculosis management has been patient management with rapid diagnosis and treatment following early detection. But other studies should be carried out for the system that identifies and supports high-risk groups of the long-term length of stay in hospital or high mortality rates as a result of treatment.

The Factors Influencing Survival of Out-of-hospital Cardiac Arrest with Cardiac Etiology (병원 밖에서 발생한 심인성 심장정지환자의 생존 관련 요인 7년간 국가심장정지조사사업 자료 활용)

  • Jeong, Su-Yeon;Kim, Chul-Woung;Hong, Sung-Ok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.2
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    • pp.560-569
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    • 2016
  • Purpose The purpose of this study was not only to explore the factors associated with the survival of OHCA(Out-of-hospital Cardiac Arrest), but to provide ideas for improving the operation of emergency medical system in Korea. Method 90,734 OHCAs(Out-of-hospital Cardiac Arrest) with a cardiac etiology, who had been transported by 119 EMS ambulances for seven years from 2006 to 2012 in Korea, were analyzed. The data had a multilevel structure in that patient's survival in the same region is interrelated, so two-level (patient-region) logistic regression analysis was applied to adjust this correlation. Results The adjusted OR in group who were given CPR(Cardiopulmonary Resuscitation) by a bystander were 1.40 for survival to discharge. In addition, the adjusted OR in the group with an implementation of AED (automated external defibrillator) before arriving in hospital was 2.98 for survival to discharge. we categorized some continuous variables (number of emergency physician, OHCAs volume fo hospital, area deprivation level) into five quintiles. The adjusted OR in the number of emergency physician compared with Q1(lowest) was 1.29(Q2), 2.89(Q3), 3.39(Q4), 4.07(Q5), respectively. the adjusted OR in OHCAs volume of each hospital compared with Q1(lowest) was 2.06(Q2), 3.06(Q3), 3.46(Q4), 4.36(Q5), respectively. Lastly, the adjusted OR in deprivation level compared with Q1(least deprived area) was 0.72(Q4), 0.64(Q5) so that the adjusted OR of survival to discharge tended to decrease in more deprived districts. Conclusion The survival to discharge was better significantly in group given CPR by a bystander and with the implementation of AED before arriving in hospital. The survival to discharge tended to be significantly better in hospitals with a larger number of emergency physicians and higher volume of OHCAs in less deprived districts.

Database study for clinical guidelines of children with pneumonia who visited an emergency department (응급의료센터에 내원한 소아 폐렴의 진료 지침을 위한 기초 자료 연구)

  • Hong, Dae Young;Lee, Kyung Mi;Kim, Ji Hye;Kim, Jun Sig;Han, Seung Baik;Lim, Dae-Hyun;Son, Byoung Kwan;Lee, Hun Jae;Lee, Kyung-Hee
    • Clinical and Experimental Pediatrics
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    • v.49 no.7
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    • pp.757-762
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    • 2006
  • Purpose : Pneumonia is one of the most common infections in children who visit emergency departments(ED), but standard clinical guidelines for children with pneumonia in Korea have not been studied. This study was performed to collect and evaluate a data-base of children with pneumonia for establishing clinical guidelines in ED. Methods : This study reviewed 304 children who were diagnosed and treated for pneumonia in the ED at one tertiary hospital between January 2003 and December 2003 retrospectively by reviewing the charts and analyzing the clinical characteristics, laboratory findings, and radiologic findings between an admission group and a discharge group. Results : The 2 year-5 year age group was the top of age distribution and the peak incidence of monthly distribution was December. Two hundred forty seven(81.3 percent) children were hospitalized(admission group), and the mean length of hospitalization was $7.24{\pm}3.24$ days. The most common indications of admission were fever, tachypnea and an age of less than three months. There was statistical differences in the outpatient department follow-up between the two groups(85.8 percent in admission group vs 35.1 percent in discharge group). Conclusion : More prospective studies are needed to establish clinical standard guidelines for children with pneumonia. This will be helpful in ED management and will aid the prevention of pneumonia.

Factor affecting Unplanned Readmissions after Cardiac Valve Surgery: Analysis of Electric Medical Record (심장판막수술 환자의 비계획적 재입원 영향요인: 전자의무기록분석)

  • Lee, Jung Sun;Shin, Yong Soon
    • The Journal of the Korea Contents Association
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    • v.22 no.2
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    • pp.794-802
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    • 2022
  • This retrospective study was to investigate the characteristics of unplanned readmission and factors affecting readmission within 30 days of discharge in patients who underwent heart valve surgery through electronic medical records. The participants were 423 unplanned re-hospitalization within 30 days after heart valve surgery at a tertiary hospital in Seoul from January 2018 to August 2019. A total of 48 patients (11.3%) were unplanned readmissions, and the most common causes were atrial fibrillation in 13 cases (27.1%) and pain at the surgical site in 13 cases (27.1%). Other causes were: 10 cases (20.8%) of warfarin inappropriate treatment concentration, 7 cases of general weakness (14.6%), 5 cases of hypotension (10.4%), 4 cases of pericardial effusion (8.3%), 3 cases of surgical wound infection (6.3%), 3 cases of hemorrhage (6.3%), 3 cases of high fever (6.3%), and 1 case of cerebral infarction (2.1%). Variables influencing readmission were history of cancer (OR = 2.60, 95% CI 1.13-6.03, p = .025) and the patients who went to a home rather than a hospital after discharge (OR = 2.91, 95% CI 1.33-6.36, p = .008), as a type of valve surgery, mitral valve valvuloplasty had a higher readmission rate than aortic valve replacement (OR = 1.21, 95% CI 1.21-4.98, p = .012). In order to reduce unplanned readmissions, an tailored education program is needed to enable patients and caregivers to manage their comorbid chronic diseases before discharge and assess risk factors for readmission in advance.