• Title/Summary/Keyword: Patient's data

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Optimal Thoracic Sound Data Extraction Using Principal Component Analysis (주성분 분석을 이용한 최적 흉부음 데이터 검출)

  • 임선희;박기영;최규훈;박강서;김종교
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.2156-2159
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    • 2003
  • Thoracic sound has been widely known as a good method to examine thoracic disease. But, it's difficult to diagnose with correct data according to patient's thoracic position from same patient who has thoracic disease. Therefore, it is necessary to normalize the data for lung sound objectively In this paper, we'd like to detect a useful data for medical examination by applying PCA(Principal Component Analysis) to thoracic sound data and then present a objective data about lung and heart sound for thoracic disease.

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Impact of Caregivers' Patient Safety Knowledge on Patient Safety Management Activities : Focusing on the Mediating Effect of Self-Efficacy (요양보호사의 환자안전 지식이 환자안전관리 활동에 미치는 영향 : 자기효능감의 매개 효과를 중심으로)

  • Myeong-Kyeong Song;Soon-Ok Kim
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1381-1393
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    • 2023
  • This study was a descriptive research conducted to confirm the mediating effect of self-efficacy in the relationship between caregivers' patient safety knowledge and patient safety management activities. Subjects were 197 caregiver's and data collection was conducted from July 1 to 29, 2022. Data were analyzed using t-test, ANOVA, Scheffe's test, Pearson correlation coefficients and Hierarchical multiple regression analysis using the SPSS 28.0 program. There was a significant positive correlation between caregivers' patient safety knowledge and self-efficacy(r=.653, p<.001), and patient safety knowledge and patient safety management activities(r=.467, p<.001). In addition, the complete mediating effect of self-efficacy was confirmed in the relationship between caregivers' patient safety knowledge and patient safety management activities, and the explanatory power was 46.8%. Therefore, strengthen the patient safety management activities of caregiver's, systematic program development and educational opportunities should be provided to improve self-efficacy.

Correlations Among the Stroke Patient Family상s Health Status, Burden and of Life (뇌졸중 환자가족의 건강상태, 부담감 및 삶의 질과의 관계 연구)

  • 이경호
    • Journal of Korean Academy of Nursing
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    • v.31 no.4
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    • pp.669-680
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    • 2001
  • Purpose: This study is used to investigate the correlation among a stroke patient family's health, burden and quality of life. Method: Data was collected from one hundred twenty family care-givers registered at K and H Hospital in Seoul. Questionnaire data was drawn up by personal interviews aided by the staff nurses. The analyses of collected data are based on the rate of 100 percentage to the average, t-test, ANOVA, DMR, Pearson Correlation. Result: (1) The influential factors on physical health proved to be age, sex, academic career, matrimonial status, present occupation, economic situation, the relationship with the patient, the patient-caring term, and the family-formation. The psychological health issues were age, final academic career, matrimonial status, the relation with patient and the family-formation. Burdens were shown to be age, matrimonial status, the relation with patient, and the patient-caring term. The quality of life was determined by age, final academic career, matrimonial status, and the relationship with the patient, the patient- caring term, and the family-formation. (2) The rate of the physical condition was 2.87, the psychological condition 2.43, the sense of burden 3.08, and the quality of life was 2.42. (3) The rate of correlation between the burden and the quality of life was (r= -.547), the psychological health and the burden was (r= -.531), the physical health and the burden was (r= -.263), physical health and quality of life was (r= .301), psychological health, and quality of life was (r= .413). Conclusion: It follows from this study that there is a very close correlation among the stroke patient family's health, the burden, and quality of life. Therefore it is necessary that we should find various nursing intervention ways in order to mitigate the burden of family when caring for the stroke patients.

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Factor Analysis of the Seriously-ill Patient인s Family Needs (중환자 가족의 요구 요인 분석 연구)

  • 권성복;이미라
    • Journal of Korean Academy of Nursing
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    • v.17 no.2
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    • pp.122-136
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    • 1987
  • A group of studies revealed that family members of the seriously ill patient had some needs during the period of patient's hospitalization. Needs of the seriously-ill patient family could be classified into three aspect, i. e. needs on the prognosis of patient, needs on the well-being of family members themselves and needs on hospital environment. Several instrument were developed to measure the needs of the seriously ill patient, but their content tended to overemphasize the aspect of the prognosis of patient. The purpose of this study was to develop a new instrument to measure the needs in the aspect of the seriously ill patient's family themselves in details to increase the cummulative Percentage of the scale. Subjects were 134 family members of the seriously-ill patients, who were bung cared in ICU of seven university hospitals and data were collected from march 16, 1987 to April 11, 1987. The instrument used in this study was made by the author on the basis of results of literature review. Content valitity of the instrument was tested by a professor majoring in nursing and reliability by calculation of Cronbach's α with data of the respondents. Data was analyzed as follows, using SAS, computer system. Factor structures of the seriously ill patients' family needs were elicited by factor analysis. The programme was the Principal Component Factor Analysis Method of factoring employing Varimax Orthogonal Rotation. The influences of the demographic variables on the degree of the seriously-ill patients' family need were analyzed by t-test and P-test. Results were as follows. 1. Needs of the seriously-ill patients' family elicited and their cummulative percentage were: Needs to be supported emotionally, 29.2% Needs to be informed on facilities available, 9.6% Needs to be informed on the patient's prognosis, 7.7%. Needs to be supported spiritually, 5.1%. Needs to be informed on hospital environment, 4.2%. Needs to be helped to spare time, 3.9%. Needs to be informed on their role, 3.5%. Needs to be present near patient, 3.3%. 2. Educational background was found to influence on some factors. College-graduate group had higher Bevel of needs to be . informed on facilities available to be informed on the patient's prognosis, needs to be supported spiritually, needs to be helped to spare time, needs to be informed on their role than high school graduate group. 3. Among the parents, sons and daughters and the relative groups, the parents of the seriously ill patient had highest level of needs to be present near patient. Suggestions for further studies were as follows. 1. As the instruments used in the previous studies had high cummulative percentages in the aspect of the prognosis of patient and that in this study in the aspect of the prognosis of patient and that in this study in the aspect of the seriously ill patient's family themselves, development of a new instrument which combined the items of both of them is needed. 2. A study to clarify the influence of type and number of admission on need to be supported emotionally is needed.

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Effects of Positive Psychological Capital and Role Conflict of Hospital nurses on Patient safety competencies (병원간호사의 긍정심리자본과 역할갈등이 환자안전역량에 미치는 영향)

  • EunWha Oh;Yukyung Ko
    • Korea Journal of Hospital Management
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    • v.29 no.1
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    • pp.32-45
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    • 2024
  • Purpose: This study was performed to determine whether positive psychological capital and role conflict among hospital nurses influence patient safety competencies. Methods: Data were collected from nurses working at one hospital with more than 800 beds in J Province. Data were analyzed using descriptive statistics, t-test, ANOVA, Scheffé's test, Pearson's correlation analysis and hierarchical regression analysis using SPSS 26.0 program. Findings: In the hierarchical regression analysis, positive psychological capital, role conflict, bachelor's degree or higher as the highest level of education achieved, and three or more experiences reporting accidents impacting patient safety were found to significantly correlate with subjects patient safety competency. Among these, positive psychological capital emerged as the strongest factor, and the explanatory power of Model 4 was determined to be 38.1%. Conclusion: This study confirmed that hospital nurses' positive psychological capital and role conflict impact patient safety competency, underscoring the importance of organizational measures to increase patient safety awareness. Therefore, it is necessary to develop an educational program to strengthen hospital nurses' patient safety capabilities and conduct follow-up research to test its efficacy.

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The Effects of Medical Staffing Level on Length of Stay (의료 인력의 확보가 환자 입원일수에 미치는 영향)

  • Lee, Han-Ju;Ko, Yu-Kyung;Kim, Mi-Won
    • Journal of Korean Academy of Nursing Administration
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    • v.17 no.3
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    • pp.327-335
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    • 2011
  • Purpose: The objective of this study was to analyze the effects of medical staffing level as bed-to-medical staff ratio on patient outcomes as length of stay (LOS) among hospitals in Korea. Methods: Two hundred and fifty one hospitals participated in the study between January and March 2008. Data for the study was requested by an electronic data interchange from the Health Insurance Review Agency in 2008. In data analysis, SPSS WIN 15.0 program was utilized for descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression. Results: The mean score for length of stay was 13.6 days. The mean of operating bed-to-nurse ratio was 7.93:1. The predicting factors for LOS were bed-to-nurse's aide ratio, bed-to doctor's ratio, severely ill patient rate, and hospital type. These factors explained 28.9% of the variance in patient outcomes. Conclusion: This study results indicate that the relationship between medical staffing level and patient outcomes is important in the improvement of the quality of patient care. Thus, improvements in the quality of the nurse practice environment could improve patient outcomes for hospitalized patients.

Influences of Information Media of Patient Safety Incident on Nursing Students' Knowledge, Perception, and Confidence in Performance toward Patient Safety (환자안전사고 정보매체가 간호대학생의 환자안전에 대한 지식, 인식, 수행자신감에 미치는 영향)

  • Cheon, Eui Young;Yoo, Jang Hak;Kim, Haejin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.374-382
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    • 2018
  • The aim of this study was to identify how information media about patient safety incidents influences nursing students' knowledge, perception, and confidence in performance toward patient safety. A total of 337 nursing students agreed to participate in this study. Data were collected from the participants between June 4 and June 12, 2018. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, and Pearson's correlation coefficient with SPSS 21.0. Participants' scores for knowledge, perception, and performance confidence toward patient safety were $6.43{\pm}1.92$, $41.02{\pm}4.35$, and $39.61{\pm}5.89$, respectively. Patient safety knowledge was significantly different according to age, grade, and patient safety education experience. Patient safety perception was significantly different according to satisfaction with the major, patient safety performance confidence showed statistically significant differences according to grade, patient safety education experience, and major satisfaction. Information media exposure to patient safety incidents on TV and knowledge (r=.32, p<.000) and performance confidence (r=.21, p<.000) toward patient safety had positive correlations. Information media exposure to patient safety incidents on the internet and knowledge (r=.34, p<.000), perception (r=.12, p=.028), and performance confidence (r=.24, p<.000) toward patient safety also had positive correlations. This study provides basic data for nursing education and program development for patient safety management.

A study of in - Patients' Evaluation on the Dietetic Foodservice (환자 대상 설문조사를 통한 급식서비스 평가 연구)

  • Im, Hyeon-Suk;Kim, Hyeong-Mi;Kim, Jeong-Ri
    • Journal of the Korean Dietetic Association
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    • v.1 no.1
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    • pp.43-53
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    • 1995
  • The foodservice operation in SEVERANCE dietetic department was assessed to evaluate and improve the foodservice quality product in and served. The survey questionnaire consisted of the general background / its evaluation of quality / sanitary condition / patient's taste. The survey has been done since 1987. The following results are based on the survey done on the July second, 1994. It was done for every patient and the percentile of data collection was 80.8. All data were analyzed through Chi-square, t-test, ANOVA, Correlation, Multiple Regression(ENTER). The results are as follows 1. Patient's perception, variety in fooditems, food's temperture was not bad'. 2. The intake of meals was 60-65% for meat, 65-70% for vegetable, and 50-55% for kimchi. Bad appetite(30.2 %), poor displays of food( 13.2%), and lack of variety of fooditems were responsible for the residue. 3. Foodservice and sanitary condition were excellent. 4. The patient's demend for nutritional deucation was high though only a few(7.6%) were educated. 5. Patients' satisfaction with the department was significantly(p<0.001) different from that with other medical department. 6. Patient's satisfaction was influenced and determined by menu's variety, sanitary condition, age, length of stay and food's temperature.

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A Study on Finding Emergency Conditions for Automatic Authentication Applying Big Data Processing and AI Mechanism on Medical Information Platform

  • Ham, Gyu-Sung;Kang, Mingoo;Joo, Su-Chong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.8
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    • pp.2772-2786
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    • 2022
  • We had researched an automatic authentication-supported medical information platform[6]. The proposed automatic authentication consists of user authentication and mobile terminal authentication, and the authentications are performed simultaneously in patients' emergency conditions. In this paper, we studied on finding emergency conditions for the automatic authentication by applying big data processing and AI mechanism on the extended medical information platform with an added edge computing system. We used big data processing, SVM, and 1-Dimension CNN of AI mechanism to find emergency conditions as authentication means considering patients' underlying diseases such as hypertension, diabetes mellitus, and arrhythmia. To quickly determine a patient's emergency conditions, we placed edge computing at the end of the platform. The medical information server derives patients' emergency conditions decision values using big data processing and AI mechanism and transmits the values to an edge node. If the edge node determines the patient emergency conditions, the edge node notifies the emergency conditions to the medical information server. The medical server transmits an emergency message to the patient's charge medical staff. The medical staff performs the automatic authentication using a mobile terminal. After the automatic authentication is completed, the medical staff can access the patient's upper medical information that was not seen in the normal condition.

Influences of Sense of Ethics and Attitude toward Patient Safety in the Confidence in Patient Safety in Nursing Students (간호대학생의 윤리의식과 환자안전에 대한 태도가 환자안전 수행자신감에 미치는 영향)

  • Lim, Kyung Choon;Park, Misung;Shin, Gyeyoung
    • Journal of muscle and joint health
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    • v.24 no.2
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    • pp.140-149
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    • 2017
  • Purpose: This study aimed to explore the influences of sense of ethics and attitude toward patient safety in confidence in patient safety in nursing students. Methods: This descriptive study was conducted with 198 students who had clinical practices in two nursing schools. Sense of ethics, attitude and confidence about patient safety were measured by a questionnaire. Data were analyzed with SPSS/WIN 19.0 using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis. Results: There were significant differences in satisfaction with nursing major by grade. There were significant positive correlations among sense of ethics, attitude toward patient safety, confidence in patient safety, view on patient's safety, and satisfaction with nursing major. Confidence in patient safety was associated with sense of ethics, attitude toward patient safety, and view on patient's safety, with 37.6% of the variance. Conclusion: The findings suggest that we need to develop curriculums for undergraduate students to improve their sense of ethics and patient safety. Further research is needed to examine educational needs on patient safety in nursing students.