• 제목/요약/키워드: Pearson System

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Perceived Competency, Frequency, Training Needs in Physical Assessment among Registered Nurses

  • Oh, Heeyoung;Lee, Jiyeon;Kim, Eun Kyung
    • 성인간호학회지
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    • 제24권6호
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    • pp.627-634
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    • 2012
  • Purpose: The purpose of this study was to identify registered nurses learning needs about physical assessment. Specifically, what are the perceived competency, frequency of skill use and the unmet training needs. Methods: The study was an exploratory survey study. The sample was 104 registered nurses. Data were collected through three instruments: The Perceived Competency in Physical Assessment Scale, the Frequency of Physical Assessment Scale, and the Training Needs of Physical Assessment Scale which incorporated 30 core Physical Assessment skills. Descriptive statistics, t-test, and Pearson's correlation coefficient were used to analyze the data. Results: Auscultation of heart and lung sounds and inspection of the spine were rated by the subjects as physical assessment skills they feel least competent and also were less frequently performed. The most competent area for physical assessment was neurological system. The respiratory and abdominal system was identified as two systems that more education would be needed. Nurses with less than one year of working experience reported needing more training. Nurses with more than five years of clinical work experience performed physical assessment more frequently than nurses with less than five year of work experience. The perceived competency was positively related to the frequency of physical assessment. Conclusion: Continuing education is necessary to further train registered nurses regarding physical assessment skills and the program needs to be focused on the area which nurses are less competent for and have high training need.

사용자 기반의 협력필터링 시스템을 위한 유사도 측정의 최적화 (Optimization of the Similarity Measure for User-based Collaborative Filtering Systems)

  • 이수정
    • 컴퓨터교육학회논문지
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    • 제19권1호
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    • pp.111-118
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    • 2016
  • 협력 필터링 기반의 추천시스템에서 유사도 측정은 시스템의 성능에 큰 영향을 미치는데, 이는 유사한 다른 사용자들로부터 항목을 추천받기 때문이다. 본 연구에서는 전통적인 유사도 측정 방법의 가장 큰 문제인 데이터 희소성을 극복하기 위해, 기존의 유사도 측정값과 공통평가항목수의 반영값을 최적으로 결합하는 새로운 유사도 측정방식을 제안한다. 제안 방식의 성능 평가를 위해 다양한 조건으로 실험한 결과 기존 방식들보다 우수한 예측 정확도를 나타냈으며, 구체적으로 전통적인 피어슨 상관보다 최대 약 7%, 코사인 유사도보다는 최대 약 4% 향상된 결과를 보였다.

경북 지역 학교 영양 교사의 영양 상담 시행에 따른 직무만족도와 중요도-수행도 조사 (Job Satisfaction and Perception of Importance-Performance among Nutrition Counseling by Nutrition Teachers in Kyungbuk Area)

  • 이경혜;최봉순;이인숙
    • 동아시아식생활학회지
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    • 제20권6호
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    • pp.1018-1028
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    • 2010
  • The purpose of this study was to assess the practical nutrition counseling system by investigating job perception and satisfaction among school nutrition teachers in Kyungbuk area. One hundred and fifty school nutrition teachers were surveyed and 128 answered(85.3%). Data were analyzed by frequency(%), $x^2$-test, and pearson's correlation analyses. Nutrition teachers in elementary schools conducted nutrition counseling more than those in middle schools. In descending order, the reasons for not conducting nutrition education were lack of time, inadequate system for the nutrition counseling, lack of curriculum and lack of facilities. Respondents thought that reduced workload was important to conduct nutrition counseling. However, nutrition counseling should be actively utilized as teachers showed high satisfaction. Therefore, systematic support from related departments combined with effective nutrition counselling methods for nutrition teachers should be continuously provided.

간호사가 지각한 내부마케팅 활동이 직무만족, 이직의도, 고객지향성에 미치는 영향 (The Effects of Clinical Nurse's Internal Marketing on Job Satisfaction, Turnover Intention, and Customer Orientation)

  • 하나선;최정
    • 간호행정학회지
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    • 제13권2호
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    • pp.231-241
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    • 2007
  • Purpose: The purpose of this study was to identify the effects of nurse's internal marketing on job satisfaction, turnover intention, and customer orientation. Method: The subjects were 559 nurses were working in 3 general hospitals. The data were collected from October 20 to November 15, 2006. For data analysis, descriptive statistics, Pearson correlation coefficient, stepwise multiple regression were used. Results: The mean score of the total internal marketing was 2.68, communication 3.03, vacation and suspension from office 2.64, education and training 2.60, reward system 2.56, work environment 2.53, and employment benefits 2.38, total job satisfaction was 2.96, turnover intention was 3.10, and customer orientation was 3.76. 'Internal marketing', and total subcategories of internal marketing were positively related to job satisfaction. 'Internal marketing', and total subcategories of internal marketing were negatively related to turnover intention. 'Internal marketing', 'communication', 'vacation and suspension from office', 'education and training', and 'work environment' were positively related to customer orientation. Conclusion: Through this results, to increase job satisfaction and customer orientation and to decrease turnover intention, it is necessary to concentrate on improving internal communication and reward system in the internal marketing strategy.

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병원간호사의 안전간호활동과 간호기록 수행간의 관계 (The Association between Safety Care Activity and Documentation of Nursing Records among Nurses in General Hospitals)

  • 강행선;송효정
    • 중환자간호학회지
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    • 제11권3호
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    • pp.85-94
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    • 2018
  • Purpose : The purpose of this study was to identify the association between safety care activity and documentation of nursing records among nurses working in hospitals and to provide basic data for developing hospital policy for the documentation of nursing records. Methods : By using a self-reported questionnaire, data were collected from 212 nurses working in six general hospitals in Jeju province from November 2015. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and stepwise multiple regression with the SAS WIN 9.2 program. Results : Safety care activity was positively correlated with the documentation of nursing records (r=.83, p<.001). The documentation of nursing records was significantly predicted by safety care activity, working department, and nursing delivery system, and 70.9% of the variance in the documentation of nursing records was explained (F=172.31, p<.001). Conclusions : In this study, safety care activity was the most influencing factor for the documentation of nursing records. Improving work circumstances and building a system are required for nurses' safety care activity to lead to good documentation of nursing records.

다속성 태도 모델과 협업적 필터링 기반 장소 추천 연구 (A Study on Recommendation Systems based on User multi-attribute attitude models and Collaborative filtering Algorithm)

  • 안병익;정구임;최혜림
    • 스마트미디어저널
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    • 제5권2호
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    • pp.84-89
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    • 2016
  • 스마트폰이나 태블릿 PC와 같이 GPS를 탑재한 모바일 기기 보급으로 위치 기반 정보는 모바일 생활의 필수 요소로 자리잡았다. 이제 사용자들은 더 나아가 개인별 성향에 따른 맞춤형 정보를 원하고 있다. 개인 맞춤형 추천을 위해서는 사용자의 행동을 이해하는 것이 필요한데 실생활에 많은 부분을 차지하고 있는 음식점 방문도 맞춤형 추천 서비스를 제공해 줄 수 있다. 본 논문에서는 음식점 방문에 대한 비슷한 태도를 보인 사용자를 추출한 후 방문했던 장소를 비교하여 추천하는 사용자 행동기반 다속성 태도 모델 기반의 장소 추천 모델을 연구한다. 다속성 태도점수를 산출하기 위해 피쉬바인(Fishbein) 방정식을 활용하고 피어슨 상관계수를 이용하여 사용자들이 방문했던 장소의 중 유사한 속성을 가진 장소를 추출했다. 그리고 그룹렌즈의 선호도 예측 알고리즘을 활용하여 추천 대상 장소를 선정하고 유클라디안 거리법으로 사용자에게 거리기반 장소를 추천하였다. 또한 실제 데이터를 이용한 실험을 통해 본 논문에서 제시한 시스템의 우수성도 입증하였다.

User Modeling Using User Preference and User Life Pattern Based on Personal Bio Data and SNS Data

  • Song, Hyejin;Lee, Kihoon;Moon, Nammee
    • Journal of Information Processing Systems
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    • 제15권3호
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    • pp.645-654
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    • 2019
  • The purpose of this study was to collect and analyze personal bio data and social network services (SNS) data, derive user preference and user life pattern, and propose intuitive and precise user modeling. This study not only tried to conduct eye tracking experiments using various smart devices to be the ground of the recommendation system considering the attribute of smart devices, but also derived classification preference by analyzing eye tracking data of collected bio data and SNS data. In addition, this study intended to combine and analyze preference of the common classification of the two types of data, derive final preference by each smart device, and based on user life pattern extracted from final preference and collected bio data (amount of activity, sleep), draw the similarity between users using Pearson correlation coefficient. Through derivation of preference considering the attribute of smart devices, it could be found that users would be influenced by smart devices. With user modeling using user behavior pattern, eye tracking, and user preference, this study tried to contribute to the research on the recommendation system that should precisely reflect user tendency.

예비 치과위생사의 아동학대 인식 및 신고 의무태도에 관한 연구 (A study on prospective dental hygiene students awareness of child abuse and attitudes towards mandatory reporting)

  • 김선영
    • 한국치위생학회지
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    • 제23권5호
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    • pp.403-410
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    • 2023
  • Objectives: To confirm the awareness of child abuse and attitudes toward mandatory reporting among dental hygiene students in the Gwangju and Jeonnam regions. Methods: The level of awareness of child abuse according to general characteristics, attitudes toward reporting obligation, and awareness of the mandatory reporting system were analyzed using t-test or one-way analysis of variance (ANOVA) analysis, and correlation was analyzed using Pearson correlation coefficient. Results: Awareness of child abuse was 3.76, 3.68, 3.67, and 3.18 points for neglect, sexual abuse, physical, and emotional abuse, respectively. The attitude toward reporting obligation were 3.60 and 2.62 points for positive and negative reporting attitudes, respectively. Regarding awareness of child abuse, a significant positive correlation was observed between positive reporting attitude (r=0.326, p<0.01) and awareness of mandatory reporting system (r=0.272, p<0.01). Conclusions: To increase the reporting rate among dental hygienists, awareness should be improved starting from the undergraduate level, perceptions of prospective dental hygienists should be reflected in the development and direction of educational programs, and it is necessary to increase accessibility to educational opportunities and continuously seek institutional and policy measures.

Korean Shoulder Scoring System과 Isokinetic test를 통한 근력 평가의 상관 관계 (Correlation between Korean Shoulder Scoring System and Isokinetic muscle strength test)

  • 김덕원;성정환;정재은;고민수
    • 대한정형외과스포츠의학회지
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    • 제9권2호
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    • pp.104-108
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    • 2010
  • 목적: 회전근 개 질환 치료 후 복귀 판정에 있어 기능적 평가로서 Korean Shoulder Scoring System (KSS)과 등속성 근력 평가 간의 상호 관계를 알아보고자 하였다. 대상 및 방법: 본 연구는 충돌 증후군 59명과 회전근 개 파열 환자 36명을 대상으로 하였다. KSS와 등속성 근력을 측정하고 KSS의 총점 및 기능적 평가 항목을 등속성 근력 결핍과 비교하여 상관 관계를 알아보았다. 결과: 등속성 근력 결핍은 KSS의 총점이나 근 지구력 검사 항목 점수가 클수록 근력 감소가 적게 나타나면서 상관계수 값(r)이 0.346이하로 약하게 보였다. KSS 도수 근력 검사 항목은 등속성 근력 감소와 상관 관계가 유의하지 않았다(p>0.05). 결론: 등속성 근력 결핍은 KSS 총점과 KSS 지구력 항목과는 약한 관련성을 보였다. 치료 후 정상 활동 복귀를 위해서 등속성 근력 검사를 통해서 판단함이 유용하다.

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차등흡수 분광법을 이용한 서울 대기 중 BTX 측정 (Measurement of Atmospheric BTX in Seoul Using Differential Optical Absorption Spectroscopy)

  • 이철규;최여진;이정순;정진상;김영준;김기현
    • 한국대기환경학회지
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    • 제21권1호
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    • pp.1-14
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    • 2005
  • In this study, a Long Path Differential Optical Absorption Spectroscopy system (K-JIST LP-DOAS) has been used to simultaneously measure atmospheric monoaromatic hydrocarbons and other trace compounds. The validity of the K-JIST LP-DOAS for measuring atmospheric monoaromatic hydrocarbons was tested during a field campaign between 12 February and 14 March 2003 at an urban site in Seoul, Korea through inter-comparative measurements against a collocated on-line Gas Chromatography (GC) system. The concentrations of benzene, toluene, p-xylene, and m-xylene were measured with the K-JIST LP-DOAS system in the UV region (239~302 nm) over a 740 m beam path. For the other trace compounds, a longer spectral range (299~362 nm) was used. In order to remove the interference of atmospheric abundant species (such as oxygen, sulfur dioxide and ozone), two oxygen optical density spectra obtained at two pathlengths, 697 and 1133m, and reference spectra of sulfur dioxide and ozone were incorporated in the fitting procedure. The mean concentrations measured by our LP-DOAS during the measurement period were 0.77 ($\pm$0.38) ppbv for benzene, 3.68 ($\pm$1.90) ppbv for toluene, 0.41 ($\pm$0.19) ppbv for p-xylene, 0.54 ($\pm$0.24) ppbv for m-xylene. The concentration data of benzene, toluene, p-xylene and m-xylene obtained by our LP-DOAS were found to be in relatively good correlations with those of the online GC system. Pearson's coefficients in the observed concentrations between LP-DOAS and on-line GC were 0.84 for benzene, 0.83 for toluene and 0.65 for m,p-xylene. This study suggests that the LP-DOAS system can be used to provide reliable information on both the mixing ratios and temporal distribution characteristics of monoaromatic hydrocarbons in the urban air.