• Title/Summary/Keyword: Patient's data

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On the Determination of Outpatient's Revisit using Data Mining (데이터 마이닝을 활용한 병원 재방문도 영향요인 분석 : 외래환자의 만족도를 중심으로)

  • 이견직
    • Health Policy and Management
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    • v.13 no.3
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    • pp.21-34
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    • 2003
  • Patient revisit to used hospital is a key factor in determining a health care organization's competitive advantage and survival. This article examines the relationship between customer's satisfaction and his/her revisit associated with three different methods which are the Chi Square Automatic Interaction Detection(CHAID) for segmenting the outpatient group, logistic regression and neural networks for addressing the outpatient's revisit. The main findings indicate that the important factors on outpatient's revisit are physician's kindness, nurse's skill, overall level of satisfaction, hospital reputation, recommendation, level of diagnoses and outpatient's age. Among these ones, physician's kindness is the most important factor as guidelines for decision of their revisit. The decision maker of hospital should select the strategy containing the variable amount of the level of revisit and size of outpatient's group under the constraint on the hospital's time, budget and manpower given. Finally, this study shows that neural networks, as non-parametric technique, appear to more correctly predict revisit than does logistic regression as a parametric estimation technique.

Development of the Information Delivery System for the Home Nursing Service (가정간호사업 운용을 위한 정보전달체계 개발 I (가정간호 데이터베이스 구축과 뇌졸중 환자의 가정간호 전산개발))

  • Park, J.H;Kim, M.J;Hong, K.J;Han, K.J;Park, S.A;Yung, S.N;Lee, I.S;Joh, H.;Bang, K.S
    • Journal of Home Health Care Nursing
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    • v.4
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    • pp.5-22
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    • 1997
  • The purpose of the study was to development an information delivery system for the home nursing service, to demonstrate and to evaluate the efficiency of it. The period of research conduct was from September 1996 to August 31, 1997. At the 1st stage to achieve the purpose, Firstly Assessment tool for the patients with cerebral vascular disease who have the first priority of HNS among the patients with various health problems at home was developed through literature review. Secondly, after identification of patient nursing problem by the home care nurse with the assessment tool, the patient's classification system developed by Park (1988) that was 128 nursing activities under 6 categories was used to identify the home care nurse's activities of the patient with CAV at home. The research team had several workshops with 5 clinical nurse experts to refine it. At last 110 nursing activities under 11 categories for the patients with CVA were derived. At the second stage, algorithms were developed to connect 110 nursing activities with the patient nursing problems identified by assessment tool. The computerizing process of the algorithms is as follows: These algorithms are realized with the computer program by use of the software engineering technique. The development is made by the prototyping method, which is the requirement analysis of the software specifications. The basic features of the usability, compatibility, adaptability and maintainability are taken into consideration. Particular emphasis is given to the efficient construction of the database. To enhance the database efficiency and to establish the structural cohesion, the data field is categorized with the weight of relevance to the particular disease. This approach permits the easy adaptability when numerous diseases are applied in the future. In paralleled with this, the expandability and maintainability is stressed through out the program development, which leads to the modular concept. However since the disease to be applied is increased in number as the project progress and since they are interrelated and coupled each other, the expand ability as well as maintainability should be considered with a big priority. Furthermore, since the system is to be synthesized with other medical systems in the future, these properties are very important. The prototype developed in this project is to be evaluated through the stage of system testing. There are various evaluation metrics such as cohesion, coupling and adaptability so on. But unfortunately, direct measurement of these metrics are very difficult, and accordingly, analytical and quantitative evaluations are almost impossible. Therefore, instead of the analytical evaluation, the experimental evaluation is to be applied through the test run by various users. This system testing will provide the viewpoint analysis of the user's level, and the detail and additional requirement specifications arising from user's real situation will be feedback into the system modeling. Also. the degree of freedom of the input and output will be improved, and the hardware limitation will be investigated. Upon the refining, the prototype system will be used as a design template. and will be used to develop the more extensive system. In detail. the relevant modules will be developed for the various diseases, and the module will be integrated by the macroscopic design process focusing on the inter modularity, generality of the database. and compatibility with other systems. The Home care Evaluation System is comprised of three main modules of : (1) General information on a patient, (2) General health status of a patient, and (3) Cerebrovascular disease patient. The general health status module has five sub modules of physical measurement, vitality, nursing, pharmaceutical description and emotional/cognition ability. The CVA patient module is divided into ten sub modules such as subjective sense, consciousness, memory and language pattern so on. The typical sub modules are described in appendix 3.

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Development of a Smart Oriental Medical System Using Security Functions

  • Hong, YouSik;Yoon, Eun-Jun;Heo, Nojeong;Kim, Eun-Ju;Bae, Youngchul
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.14 no.4
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    • pp.268-275
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    • 2014
  • In future, hospitals are expected to automatically issue remote transcriptions. Many general hospitals are planning to encrypt their medical database to secure personal information as mandated by law. The electronic medical record system, picture archiving communication system, and the clinical data warehouse, amongst others, are the preferred targets for which stronger security is planned. In the near future, medical systems can be assumed to be automated and connected to remote locations, such as rural areas, and islands. Connecting patients who are in remote locations to medical complexes that are usually based in larger cities requires not only automatic processing, but also a certain amount of security in terms of medical data that is of a sensitive and critical nature. Unauthorized access to patients' transcription data could result in the data being modified, with possible lethal results. Hence, personal and sensitive data on telemedicine and medical information systems should be encrypted to protect patients from these risks. Login passwords, personal identification information, and biological information should similarly be protected in a systematic way. This paper proposes the use of electronic acupuncture with a built-in multi-pad, which has the advantage of being able to establish a patient's physical condition, while simultaneously treating the patient with acupuncture. This system implements a sensing pad, amplifier, a small signal drive circuit, and a digital signal processing system, while the use of a built-in fuzzy technique and a control algorithm have been proposed for performing analyses.

The Level of Anxiety and Relating Factors of ICU Patients (중환자실 환자의 입원시 불안정도와 영향요인)

  • Han, Kyoung-Shin;Park, Young-Im
    • The Journal of Korean Academic Society of Nursing Education
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    • v.8 no.1
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    • pp.155-166
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    • 2002
  • This study was performed to figure out the level of anxiety and relating factors of ICU patients as the hospitalization in ICU grows more recently. Data collection was conducted from July 1st to August 31st, 2001. The subjects of this study were consisted of 101 ICU patients who were selected according to the criteria in S hospital, C city. The instruments of the research were consisted of 14 questions of general characteristics, 20 items of STAI, VAS, 24 questions for the anxiety relating factors. And data were analyzed by t-test, ANOVA, and pearson correlation for group difference and correlation with SPSS Win 10.0 program. The followings were the results of the study: 1. In the anxiety level, mean score on STAI was 53.7(item mean $2.69{\pm}.83$), and mean score on VAS was 5.23. It means that the anxiety level of ICU patients was moderate. 2. Among the relating factors of anxiety, the most highest scores were 'by seeing other patient's emergency situation' and 'by seeing other patient's death' figured 3.85 and 3.79 each. And the lowest marks were 'by the unkind behavior of doctors and nurses'(2.13) and 'nurses' or doctors' indifferent actions'(2.21). And the anxiety according to the environmental factor was the highest (3.17) and the anxiety regarding to the human relationship was the lowest (2.53). 3. In the anxiety level STAI according to the general characteristics, the patients who didn't have to take care of their family showed more anxiety than who had to take care of their family(t=-2.38, p=.02). And the variables that shows a significant difference on VAS was sex and women's anxiety was higher than men's level (t=-2.56, p=.01). 4. When the physical anxiety level was compared, the patients who had to take care of their family showed more anxiety than the people who didn't have to take care of their family(t=-1.95, p=.05). In the level of anxiety relating the human relationship, the patients who had religion showed more anxiety than patients who didn't(t=2.43 p=.02). And the married patients(t=2.43, p=.01) and more educated people(F=3.77, p=.01) showed more anxiety. Even though environmental anxiety was the highest factor, it was not significant with general characteristics. 5. The anxiety and relating factors showed positive significant relationship, and physical anxiety factor showed the strongest relation with STAI(r=.21, p<.01). And VAS level showed stronger relation with every factor of the anxiety than STAI. When the VAS level became higher, the anxiety relating to physical factor(r=.72, p<.01), human relationship(r=.63, P<.01), and environment became higher. According to the above result, the environmental anxiety was the highest level than other factors in ICU patient and thus the environmental nursing intervention becomes very important in ICU. Also nurses in ICU have to support the patients who showed higher level of anxiety in this study and try to develop the nursing intervention to relieve the anxiety of patients. And it is recommended that VAS is convenient and practical instrument for measuring the anxiety level in ICU patients.

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Investigate the Factors that Affect the Safety Performance Ability of Patients by Caregivers (노인요양시설 요양보호사의 환자안전관리에 대한 안전수행능력)

  • Kim, Eun Young
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.3
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    • pp.43-50
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    • 2021
  • The purpose of this research is to confirm the degree of awareness, knowledge and attitude for the safety management of patients in elderly care facilities, to investigate the factors that affect the safety performance of patients by nursing caregivers, and to provide basic material for the development of educational programs for strengthening performance. The research target audience was 142 nursing caregivers working in the G metropolitan city and S city elderly care facilities, and the data collected from 7/10/2020 to 7/28/2020, were analyzed with the SPSS/WIN 21.0 program. The ability of a nursing caregiver to perform patient safety is increasing as a result of higher education, higher patient safety awareness, and also more positive attitude towards patient safety. The major factors that affect the safety performance of patients by nursing caregivers were attitude toward patient safety, patient safety awareness, and the amount of participation in patient safety education. It's explanatory power was 26.9%. Based on the results of this research, we propose a study to confirm the positive effects of patient safety consciousness and attitude by confirming the education program completed by nursing caregivers and systematizing the education method and design in the education program of nursing caregivers.

A Study on the Patient's Expectation Toward Quality Care of Dental Services (치과의료서비스 향상을 위한 환자 기대도 조사연구)

  • Choi, Jun-Seon;Lee, Sea-Baick
    • Journal of dental hygiene science
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    • v.2 no.1
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    • pp.1-9
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    • 2002
  • The objection of this present study are (1) measurement of patient's expectation toward quality care of dental services. (2) Analysis of differential expectation of dental service by the patient characteristics and (3) presentation of measurement implication for better dental service at the dental clinic. The data used in the study were collected from April 25 to June 9, 2001 and for 77 patients of university dental hospital and 102 patients of dental clinic. The study found, in general, that patient's expectation on the clinic environmental factor was most highly scored followed by dental human factors. The convenience of transportation from the patient's residence to the clinic was highly concerned as be an important factor in dental service utilization.

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Nursing Students' Experience of Sexual Harassment During Clinical Practicum: A Phenomenological Approach

  • Kim, Mijong;Kim, Taeim;Tilley, Donna Scott;Kapusta, Ann;Allen, Denise;Cho, Ho Soon Michelle
    • Women's Health Nursing
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    • v.24 no.4
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    • pp.379-391
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    • 2018
  • Purpose: To describe nursing students' experience of sexual harassment during clinical practicum. Methods: An interpretive phenomenological qualitative approach was used to understand contextual experiences of participants. Individual in-depth interviews were conducted to collect data from thirteen nursing students who experienced sexual harassment during clinical practice in general hospitals at D metropolitan city. All interviews were recorded and transcribed into Korean and English. Transcripts were analyzed using the data analysis method described by Diekelmann, Allen, and Tanner. Results: The following 12 themes emerged from the data: 'unprepared to respond', 'lack of education', 'unsure about when behavior crosses the line', 'power differential for nursing students', 'balancing self-preservation with obligations to patients', 'shame', 'feeling responsible for not being able to prevent the harassment', 'impact on patient care', 'fear of what might have happened', 'fear of repercussions', 'long term impact', and 'peer support'. Conclusion: Participants in this study described feeling an obligation to care for their patients. However, they seemed to be unable to balance this while feeling vulnerable to sexual harassment with strong negative feelings. Helping students recognize and effectively deal with sexual harassment is a critical element to assure quality learning for participants and maintain quality of care during clinical practice.

Development of Authentication Service Model Based Context-Awareness for Accessing Patient's Medical Information (환자 의료정보 접근을 위한 상황인식 기반의 인증서비스 모델 개발)

  • Ham, Gyu-Sung;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.22 no.1
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    • pp.99-107
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    • 2021
  • With the recent establishment of a ubiquitous-based medical and healthcare environment, the medical information system for obtaining situation information from various sensors is increasing. In the medical information system environment based on context-awareness, the patient situation can be determined as normal or emergency using situational information. In addition, medical staff can easily access patient information after simple user authentication using ID and Password through applications on smart devices. However, these services of authentication and patient information access are staff-oriented systems and do not fully consider the ubiquitous-based healthcare information system environment. In this paper, we present a authentication service model based context-awareness system for providing situational information-driven authentication services to users who access medical information, and implemented proposed system. The authentication service model based context-awareness system is a service that recognizes patient situations through sensors and the authentication and authorization of medical staff proceed differently according to patient situations. It was implemented using wearables, biometric data measurement modules, camera sensors, etc. to configure various situational information measurement environments. If the patient situation was emergency situation, the medical information server sent an emergency message to the smart device of the medical staff, and the medical staff that received the emergency message tried to authenticate using the application of the smart device to access the patient information. Once all authentication was completed, medical staff will be given access to high-level medical information and can even checked patient medical information that could not be seen under normal situation. The authentication service model based context-awareness system not only fully considered the ubiquitous medical information system environment, but also enhanced patient-centered systematic security and access transparency.

Convergence Factors Affecting Critical Thinking Disposition, Clinical Decision Making Ability, Patient Safety Knowledge and Attitude to Perform Safety Nursing Activities in Clinical Practice on Nursing Students (간호대학생의 비판적 사고성향과 임상의사결정능력 및 환자안전 지식, 태도가 임상실습 시 환자안전 수행능력에 미치는 융복합적 영향요인)

  • Moon, MI-Young;Kim, JI-Young
    • Journal of Digital Convergence
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    • v.16 no.12
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    • pp.511-521
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    • 2018
  • The purpose of this study was to investigate the effect of critical thinking, clinical decision making ability, patient safety knowledge and attitude ability to perform patient safety activities during clinical practice on nursing student's. Data were analyzed using t-tests and one-way ANOVA using the SPSS 21.0 program. As a result, the subjects' safety nursing activities was positively correlated critical thinking disposition(r=.278, p=.001), clinical decision making ability(r=.202, p=.014), patient safety attitude(r=.421, p<.001).The significant predictors of perform safety nursing activities were gender(${\beta}=.175$, p=.031), patient safety education(${\beta}=-2.266$, p=.025), critical thinking disposition(${\beta}=3.354$, p=.001), patient safety attitude(${\beta}=.368$, p<.001). These factors explained 31.5% of the variance(R2=.561, F=4.56 p<.001). It is necessary to establish a curriculum for critical thinking disposition, clinical decision making ability, and patient safety education in order to improve patient safety performance necessary for clinical practice education of nursing college students.

A Clinical Report on Symptom of Panic Disorder Improved by Chuna Manual Relaxation Therapy (추나 수기 이완요법으로 치료한 공황장애 증상을 주소로 하는 환자 1례에 대한 임상보고)

  • Han, Chang;Kim, Ji-Hyung;Ryu, Ki-Joon;Ahn, Keon-Sang;Kwon, Seung-Ro
    • The Journal of Churna Manual Medicine for Spine and Nerves
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    • v.3 no.2
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    • pp.1-8
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    • 2008
  • Objective : This study is designed to evaluate the effects of an oriental medical therapy, the Chuna Manual Relaxation Therapy on symptom of Panic disorder. Method : The clinical data was analyzed on a patient with Panic disorder whose main symptoms were palpitation, perpirtion, hydrodipsomania, chest pain, burning sensation. Result : After treatment, the patient's main symptoms were disappeared and secondary symptoms were improved. Conclusion : This study suggests that the Chuna Manual Relaxation Therapy is significantly effective in treatment of Panic disorders.

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