• 제목/요약/키워드: 119구조대원

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Llama Index 기반 구급활동 지침 학습 모델 (Llama index-based Machine Learning Model for Emergency rescue)

  • 조민정;이정훈
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2024년도 춘계학술발표대회
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    • pp.705-706
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    • 2024
  • 본 논문에서는 pdf 파일 형태로 주어진 119 구조대원 현장지침을 Open AI의 Llama index에 학습시켜 대화형 모델을 만들고 응급현장에서 발생할 수 있는 질의들을 쿼리 엔진에 제시하고 그 결과의 타당성을 확인한다. 기존 지식모델에서 학습된 내용과 추가된 정보에서 추론된 결과들이 제시되고 있으나 안정적인 사용을 위해서는 필요한 정보들만 요약하는 전처리 과정에 대한 설계가 필요하며 FHIR에 기반한 환자 정보 분석 모델과 결합된다.

119구급대원의 업무스트레스와 피로 및 직무만족도에 관한 연구 (A Study on Job Stress, Fatigue and Job Satisfaction of 119 Emergency Medical Technician)

  • 박대성
    • 한국응급구조학회지
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    • 제8권1호
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    • pp.71-86
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    • 2004
  • This study selected emergency medical technicians at 24 fire police boxes in Jeonnam in order to examine the relationship between job stress, fatigue and job satisfaction of 119 emergency medical technicians. Data were collected from Apr. 10 to May 9, 2004, questionnaires were mailed and returned by mail. Total 109 questionnaires were distributed and 89 questionnaires were collected and 80 except 9 omitting answers and showing inappropriate answers were used for final analysis. The results of this study are as follows. A. The total mean of areas composing job stress in the degree of job stress of 119 emergency medical technicians was over the average as 2.54 (SD .44) of 4 full marks. According to the degree of job stress by each area, the highest area of job stress was crisis situation (2.98), followed by role conflict as professional job (2.58), social factors (2.57), involvement in organization (2.55). To the contrary, the areas of the lowest job stress were professional knowledge and technique (2.35), psychological burden of medical limitation (2.38), conflicts in personal relationship and services (2.45) and improper treatment (2.53). B. The degree of fatigue of 119 emergency medical technicians by areas was over mean as 2.09(SD .49) of 4 full scores and physical fatigue was highest (2.18), followed by mental fatigue (2.11) and neurosensory fatigue (1.99). C. The degree of job satisfaction of 119 emergency medical technicians was 2.71 of 5 full scores and working condition area (3.70) showed the highest job satisfaction, followed by requirement of organization (2.85) and the lowest job satisfaction area was job itself (2.18), followed by desire for job (2.49). D. According to differences in demographical characteristics of 119 emergency medical technicians, there was no variable of statistical difference at job stress and job satisfaction in significance level .05, but fatigue showed statistical difference at final education (F=2.393, p=.046). E. According to differences related to job characteristics of 119 emergency medical technicians, job stress showed statistical differences at motif of current services (F=4.935, p=.003), fatigue showed those at health conditions (F=2.732, p=.008), job satisfaction at overtime (F=3.038, p.034) and the greatest reason of having job (F=3.217, p=.017), F. As a result of analyzing correlations between job stress. fatigue and job satisfaction of the subject, job stress showed positive correlations (r=.411, p=.000) with fatigue and negative correlation (r=-.267, p=.008) with job satisfaction. Fatigue showed negative correlation (r=-.287, p=.005) with job satisfaction. Therefore, the hypothesis of this study. "There will be relationship between degree of stress, fatigue and job satisfaction of subjects." was supported.

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119 구급대원의 임파워먼트와 직무만족과의 관계 (The Relationship Between the Empowerment and the Job Satisfaction of 119 Emergency Medical Technician)

  • 한송이
    • 한국응급구조학회지
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    • 제14권1호
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    • pp.47-63
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    • 2010
  • Objective : The objective of this study was to survey the job-related empowerment and job satisfaction of 119 emergency medical technicians provide emergency patients with first aid, to examine the correlation between their empowerment and job satisfaction, and to provide basic materials for developing programs to enhance 119 emergency medical technicians' empowerment and job satisfaction. Methods : The survey was conducted with 249 119 emergency medical technicians working at fire stations in an area of Gyeonggi-do during the period from June 26 to August 21, 2009. Using SPSS 14.0 program, we obtained frequencies percentages, means, and standard deviations, and performed independent two sample t-test, one way ANOVA, and Pearson correlation analysis, and Cronbach's ${\alpha}$. Results : 1) The mean score of the subjects' empowerment was 3.32, and that of their job satisfaction was 2.94. 2) As to difference according to general characteristics, no statistically significant difference was observed in empowerment but job satisfaction was statistically significantly different according to gender(t = 2.296, p = .023). 3) As to difference according to job related characteristics, empowerment was significantly different according to license type(F = 3.767, p = .011), and job satisfaction was statistically significantly different according to position(t = 3.222, p = .042), fire fighting experience(t = 2.689, p = .035), and first aid experience(t = 3.991, p = .007). 4) Empowerment was in a positive correlation with job satisfaction(r = .502, p = .000) in general, and by the sub areas of job satisfaction, the correlation with empowerment was high in order of job itself(r = .695, p = .000), interaction area(r = .493, p = .000), organizational demand area(r = .328, p = .000), working condition area(r = .153, p = .015), and wage area(r = .137, p = .031). By the sub areas of empowerment, the correlation with job satisfaction was high in order of significance(r = .424, p = .000), influence(r = .397, p = .000), competence(r = .372, p = .000), and self determination(r = .259, p = .000). Conclusion : The 119 emergency medical technicians' empowerment was in a high correlation with their job satisfaction, and had a strong effect on it. This suggests that 119 emergency medical technicians' job performance can be enhanced by improving their empowerment. These results are expected to be useful in making human resource management plans to enhance 119 emergency medical technicians' job satisfaction by empowering them.

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개인보호장비 착용이 심폐소생술에 미치는 영향: 119 구급대원을 중심으로 (Effect of wearing personal protective equipment on cardiopulmonary resuscitation: Focusing on 119 emergency medical technicians)

  • 신동민;김승용;신상도;김주현;김태한;김경용;김정희;홍은정
    • 한국응급구조학회지
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    • 제19권3호
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    • pp.19-32
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    • 2015
  • Purpose: This study examined the effect of wearing personal protective equipment (PPE) on cardiopulmonary resuscitation (CPR), positive airway pressure, and the posture of emergency medical technicians (EMTs) when conducting CPR. Methods: Twenty 119 EMTs performed 30:2 CPR on a manikin for 4 min. Imaging data were digitized with Kwon3D XP (version 4.0). Data were collected by analyzing the motion when starting in one cycle, such as pressing to the maximum and in the final position (relaxed), and were analyzed with SPSS 18.0. Results: The angle of the elbow joints was significantly reduced (p < .05). The trunk angle was statistically significantly (p < .01, p < .001) increased. The angular velocities of the shoulder joint and left elbow joint were reduced (p > .05). The angular velocity of the trunk was significantly reduced in the starting and maximum compression postures. The hand-escape time was increased. The average compression depth was increased but not significantly (p > .05). The positive airway pressure was reduced (p > .05). Conclusion: The angle of the elbow joints and the angular velocity of the trunk were reduced, and the angle of the trunk was increased. The success of CPR and positive airway pressure was reduced.

119 구급자동차의 구조해석을 통한 내부 설계 안전성 검증에 관한 연구 (Validation of Inside Design Safety for the 119 Ambulance using a Structural Analysis)

  • 신동민;김형욱;한용택
    • 한국화재소방학회논문지
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    • 제30권2호
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    • pp.123-132
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    • 2016
  • 본 연구는 새로운 차체를 이용 구급자동차 내부 공간의 디자인 작업에 따른 차량 내부의 구조해석을 수행한 결과로서, 해외 기준 및 디자인된 구급자동차를 바탕으로 3D 설계 작업을 수행하였다. 또한, 차체 및 구급자동차 내부에 대하여 10G의 충격을 가한 후 이에 따른 구조해석 결과를 살펴보았다. 이때 부품의 자중과 구성품의 무게를 고려하여 유럽의 EN 규정에 따라 해석을 수행하였다. 구조해석 결과, 차량 내부의 프레임과 각종 파이프로 구성되어진 핸드레일은 비교적 큰 응력의 하중은 받지 않았으나 내장 판넬과 캐비넷류는 50MPa 이상의 큰 응력을 받는 것으로 해석되었다. 이에 따른 보강 설계를 실시하는 경우에는 두께 및 형상의 수정이 필요하다는 결론을 얻을 수 있었다. 이와 같은 연구 결과를 바탕으로 국내 구급자동차를 이용하는 구급대원 및 차량내부의 환자에게 보다 안전한 차량을 제작하는 기초자료가 될 수 있을 것이라 기대된다.

다수 환자 발생 시 안전 증진 요인에 관한 연구 (A Study on the Factors of Safety Enhancement in Mass Casualty Incidents)

  • 이정혁;박정제;김보균
    • 한국엔터테인먼트산업학회논문지
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    • 제13권4호
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    • pp.229-240
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    • 2019
  • 우리나라는 자연재난 및 인위적인 재난 등 다양한 재난을 겪고 있다. 본 연구는 재난관리 단계 중 대응 단계에서 활동하는 소방 구급 대원의 재난대응 능력에 대한 인식을 파악하기 위한 서술적 조사연구이다. 연구 대상자는 G도 소재 소방서 구급 대원 중 현장 경험 2년 이상의 1급 응급구조사를 대상으로 하였으며, 현장대응 능력의 하위 요소에 대한 문항이 포함된 설문지를 작성하여 최종 수집된 설문지 161건을 SPSS Program을 이용하여 분석하였다. 연구 결과 대상자의 환자분류 능력, 환자처치 능력, 환자이송 능력, 재난지원 능력 및 재난대응 신속성의 평균은 각각 3.53점, 3.68점, 3.66점, 2.95점 및 3.44점이었으며, 다중회귀 분석의 결과로 재난대응 신속성에 영향을 미치는 변수는 환자처치 능력, 환자이송 능력, 재난 지원 능력 순으로 나타났다. 결론적으로, 소방 구급 대원은 재난대응 신속성을 향상시키기 위해서는 환자처치 능력, 환자이송 능력, 재난지원 능력을 우선적으로 고려해야 하겠으며, 궁극적으로 재난대응 능력을 향상시키기 위한 재난대응 지침을 마련해야 하겠다.

구급대원의 심폐소생술에 대한 현장업무 프로토콜 개발 (Development of a Prehospital Protocol on Cardiopulmonary Resuscitation of 119 Emergency Medical Technicians)

  • 정지연;정영
    • 한국화재소방학회논문지
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    • 제24권2호
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    • pp.185-193
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    • 2010
  • 본 연구는 응급의료의 전문성을 향상시키고자 2007년 3월 1일부터 2008년 8월 30일까지 비외상성 심정지 환자의 심폐소생술에 대한 응급구조사의 현장업무 프로토콜을 개발하였다. 본 연구는 예비항목을 작성하고 이를 근거로 작성, 내용타당도를 검증한 후 최종 현장 업무 프로토콜을 확정하는 방법론적 연구이다. 본 연구에서 개발한 심정지 환자 심폐소생술에 대한 현장업무 프로토콜은 정확하고 신속한 의사결정을 지원할 수 있는 지침으로 활용될 수 있으며 응급의료 서비스 향상을 기대할 수 있다.

119구급대원의 감염관리에 대한 인지도와 수행도 관계 연구 (A Study on the level of Recognition and Practices of 119 Emergency Medical Technician about Infection Control)

  • 윤형완;정지연
    • 한국응급구조학회지
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    • 제12권3호
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    • pp.99-113
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    • 2008
  • In order to protect Rescue 119 workers exposed on the spot from potential infection, this study identified their awareness and practices of infection control so that it could help preventing them from infection and also provide basic materials necessary for pre-hospital infection control. This study applied questionnaire survey to total 215 Rescue 119 workers at fire stations in Jeonbuk province, Jeonnam province and Gwangju city from July 14 to Sept. 14, 2006 for the benefit of data collection. The questionnaire about possible associations between awareness and practices of infection control consisted of total 46 times across 6 categories such as washing hands during emergency activities ; fluid therapy and injection ; respirator maintenance; individual hygienics ; disinfectant supplies and equipments maintenance ; and control of infectious wastes. And collected data were processed using SPSS statistic program to analyze frequency and percentage, mean and standard deviation, Pearson's correlation coefficient, t-test and one-way ANOVA. As a result, this study came to the following conclusions : In terms of awareness about infection control, our respondents showed highest awareness about infectious waste control, and also showed highest level of practices in washing hands during emergency activities. Throughout all domains, awareness means were higher than practice means. In particular, infectious waste control was the domain of significant differences between awareness and practices. In terms of associations between awareness and individual characteristics, it was found that female rescue worker group and hospital/general hospital career group (before joining the Rescue 119) showed significantly higher awareness on statistic level. In regard to associations between individual characteristics and practices, it was found that female rescue worker group showed higher level of practices than male group on statistic level. This study also analyzed correlations between rescue workers' awareness and practice of infection control. As a result, it was found that the higher awareness was in correlations with the higher practices across all 6 domains including washing hands. In addition, the higher awareness of a questionnaire item was in significantly positive correlations with the higher practice of other items. However, our respondents showed high awareness about anti-infection, but low practices in reality. This indicates necessity of devising possible solutions to improve the practices as much as awareness. Especially, it was noted that major reasons for insufficient practices of infection control guideline come from unhabituated practices and lack of supports for infection-preventing supplies and protective device (mask, etc). Hence, it is necessary to provide more infection-preventing supplies for local rescue workers sufficiently, in parallel with steady habituation of infection control. Furthermore, it is required to manage and study infection control policies even at pre-hospital step in efforts for effective infection control, education and activities.

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PRECEDE 모형에 기반한 119구급대원의 감염관리 수행 관련 요인 분석 (Analysis of the factors related to the infection control practice of 119 emergency medical service providers based on the PRECEDE model)

  • 양연수;김희진;지선하;홍석환;한상균
    • 한국응급구조학회지
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    • 제24권1호
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    • pp.7-24
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    • 2020
  • Purpose: Emergency medical service (EMS) personnel are at high risk of spreading infection. In this study, we used the PRECEDE model to identify the knowledge, status, and barriers to infection control among Korean paramedics to provide basic infection control data. Methods: A total of 164 respondents were analyzed for the study. A questionnaire was administered and collected through an online self-response platform. Descriptive analysis, t-test, ANOVA, multiple regression, and logistic regression analyses were performed to determine infection control practices and associated factors using SAS 9.4. To identify the pathways and direct, indirect, total effects based on the PRECEDE model, we used AMOS 26.0. Results: Highly rated self-efficacy (OR 8.82, 95% CI: 3.23-24.09), awareness (OR 6.05, 95% CI: 2.06-17.72), and enabling factors (OR 3.23, 95% CI: 1.18-8.78) led to superior infection control. As a result of the structural model analysis, the highly rated enabling factors and awareness led to superior practice patterns. Conclusion: Practice is related to self-efficacy, awareness, and enabling factors; however, further research is needed to develop strategies for infection control. In particular, institutional arrangements are needed to improve the enabling factors. Improving infection control performance may lead to better infection control and enhanced protection of EMS personnel and patients against infection risks.

심정지 환자 이송 시 구급대원의 자동제세동기 사용현황 (Use of Defibrillator(AED) on Prehospital Cardiac Arrests)

  • 고봉연;최용철;이재열
    • 한국응급구조학회지
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    • 제10권2호
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    • pp.53-62
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    • 2006
  • Purpose: There has been an increase in the number of prehospital cardiac arrests due to the increasing number of cardiovascular diseases and the increase in the average age of the population. We performed this study to identify the proper resuscitation technique and AED to be used to increase the survival rate in prehospital cardiac arrests. Methods: This studied 159 victims with prehospital cardiac arrests(VF or VT rhythm) by EMT's Reports from January to August, 2005. Results: 108 of 159 victims(67.9%) were shocked by AED. Eighty of 159 victims(50.9%) were recorded with AED shock in prehospital cardiac arrests. A number of shocks is averaged 2.19; 46.2% of one-shock and 86.1% of 1-3 shock. EMS first-tier response interval from time of dispatch to scene arrival was 5.88 minutes, from scene arrival to scene start was 7.36 minutes, from scene start to hospital admission was 9.91 minutes and from scene arrival to AED shock was 6.84 minutes. EMT provided advanced care to prehospital cardiac arrests: 97.5% in CPR, 10.1% in advanced airway management, 67.9% in AED shock. Conclusion: With the increase in cardiovascular disease and old age, the number of prehospital cardiac arrests has risen gradually. However, there were lack of CPR by bystander, defibrillation and advanced cardiac life support(ACLS) in prehospital stage. To improve the adequacy of basic life support and to increase the performance of ACLS, especially AED, we must create challenges to develop new protocols in prehospital care.

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