• Title/Summary/Keyword: Performance Predictor

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Factors Influencing on Handwashing Performance among Nursing Students (간호대학생의 손씻기 실천에 영향을 미치는 요인: 건강신념, 자기효능감, 손씻기 태도를 중심으로)

  • Jeon, Jaehee;Choi, Eun Hee;Kim, Jin Hee
    • Journal of muscle and joint health
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    • v.27 no.2
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    • pp.132-141
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    • 2020
  • Purpose: This study aimed to analyze factors affecting the handwashing performance of nursing students using the health belief model, self-efficacy, and handwashing attitudes. Methods: Data were collected using structured questionnaires in 2018. 223 students enrolled in nursing college participated in the questionnaire, which consisted of four sections: health belief in hand washing, self-efficacy, hand washing attitude, and general handwahsing characteristics. Data were analyzed using t-test, ANOVA, correlation coefficient and multiple regression analysis with SPSS 21.0 statistical programs. Results: The significant predictors affecting proper hand cleansing were perceived benefits and motivation of health belief model, handwashing time and frequency, and handwashing attitude. Out of these significant variables, perceived benefits was shown to be the strongest predictor. Conclusion: The findings suggest that periodic and steady hand washing training programs need to be implemented in order to improve handwashing practices of nursing students. Such handwashing education programs should include content that sensitizes the benefits of hand washing and provides information on how to carry out hand washing in detail.

Design of Robust Controller for Systems with Time Delay (지연시간을 갖는 계통에 대한 강인한 제어기 설계)

  • 박귀태;이기상;김성호
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.39 no.9
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    • pp.997-1005
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    • 1990
  • Integral Error and State Feedback (IESF) controller which incorporates state feedback as a modern control scheme and integral action as a classical control scheme has better performance than that of conventional PID controller in linear time invariant system. But the structure of the IESF controller requires all the state variables of the system and is applicable only to pole assignable linear time invariant systems without time delay. Many industrial processes have large time delay and it is impossible to directly apply IESF control scheme to those processes. In this paper, a new controller structure, Modified Integral Error and State Feedback (MIESF) has been suggested in order to effectively control processes having time delay and its performance has been analyzed and its effectiveness has also been confirmed. As the proposed controller uses output feedback scheme based on integral error and state feedback (IESF) method, it can be simply designed by pole assignment algorithm irrespective of the order of the process. The MIESF controller can follow setpoint changes without overshoot. It is robuster than conventional Smith-Predictor plus PI(D) controller in case of occurring time delay mismatch and extra parameter mismatches between the process and the model. It can enhance control performance by intentional time delay mismatch.

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The Influencing Factors on Alienation in High School Students (고등학생의 소외감에 영향을 미치는 요인)

  • 이은숙
    • Journal of Korean Academy of Nursing
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    • v.34 no.1
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    • pp.45-52
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    • 2004
  • Purpose: This study was performed to identify the influencing factors on alienation among high school students. Method: Data was collected by questionnaires from 550 students of academic and vocational high schools in G city. The data was analyzed using descriptive statistics, pearson correlation coefficients, and stepwise multiple regression. Result: The scores of alienation among students in financially lower middle class and lower class were higher than those of the upper middle class students, resulting in significant differences(F=6.87, p=.00). A sense of alienation showed a significantly negative correlation with the scores of responding parenting style(r=-.32), family cohesion(r=-.33), school attachment(r=-.51), academic performance(r=-.34), peer relationships(r=-.38), self-control(r=-.43), and social skills(r=-.33). The most powerful predictor of alienation among high school students was school attachment and the variance explained was 26%. A combination of school attachment, self control, peer relationships, family cohesion, demanding parenting style, and academic performance account for 40% of the variance in alienation among high school students. Conclusion: This study suggests that school attachment, self control, peer relationships, family cohesion, demanding parenting style, and academic performance are significant influencing factors on alienation in high school students. Therefore, nursing strategy is needed to manage these revealed factors.

The Processor Performance Model Using Statistical Simulation (통계적 모의실험을 이용하는 프로세서의 성능 모델)

  • Lee Jong-Bok
    • Journal of KIISE:Computer Systems and Theory
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    • v.33 no.5
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    • pp.297-305
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    • 2006
  • Trace-driven simulation is widely used for measuring the performance of a microprocessor in its initial design phase. However, since it requires much time and disk space, the statistical simulation has been studied as an alternative method. In this paper, statistical simulations are performed for a high performance superscalar microprocessor with a perceptron-based multiple branch predictor. For the verification, various hardware configurations are simulated using SPEC2000 benchmarks programs as input. As a result, we show that the statistical simulation is quite accurate and time saving for the evaluation of microprocessor architectures with multiple branch prediction.

Predicting Online Learning Adoption: The Role of Compatibility, Self-Efficacy, Knowledge Sharing, and Knowledge Acquisition

  • Mshali, Haider;Al-Azawei, Ahmed
    • Journal of Information Science Theory and Practice
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    • v.10 no.3
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    • pp.24-39
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    • 2022
  • Online learning is becoming ubiquitous worldwide because of its accessibility anytime and from anywhere. However, it cannot be successfully implemented without understanding constructs that may affect its adoption. Unlike previous literature, this research extends the Unified Theory of Acceptance and Use of Technology with three well-known theories, namely compatibility, online self-efficacy, and knowledge sharing and acquisition to examine online learning adoption. A total of 264 higher education students took part in this research. Partial Least Squares-Structural Equation Modeling was used to evaluate the proposed theoretical model. The findings suggested that performance expectancy and compatibility were significant predictors of behavioral intention, whereas behavioral intention, facilitating conditions, and compatibility had a significant and direct effect on online learning's actual use. The results also showed that knowledge acquisition, knowledge sharing, and online self-efficacy were determinates of performance expectancy. Finally, online self-efficacy was a predictor of effort expectancy. The proposed model achieved a high fit and explained 47.7%, 75.1%, 76.1%, and 71.8% of the variance of effort expectancy, performance expectancy, behavioral intention, and online learning actual use, respectively. This study has many theoretical and practical implications that have been discussed for further research.

Path-Based Computation Encoder for Neural Architecture Search

  • Yang, Ying;Zhang, Xu;Pan, Hu
    • Journal of Information Processing Systems
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    • v.18 no.2
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    • pp.188-196
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    • 2022
  • Recently, neural architecture search (NAS) has received increasing attention as it can replace human experts in designing the architecture of neural networks for different tasks and has achieved remarkable results in many challenging tasks. In this study, a path-based computation neural architecture encoder (PCE) was proposed. Our PCE first encodes the computation of information on each path in a neural network, and then aggregates the encodings on all paths together through an attention mechanism, simulating the process of information computation along paths in a neural network and encoding the computation on the neural network instead of the structure of the graph, which is more consistent with the computational properties of neural networks. We performed an extensive comparison with eight encoding methods on two commonly used NAS search spaces (NAS-Bench-101 and NAS-Bench-201), which included a comparison of the predictive capabilities of performance predictors and search capabilities based on two search strategies (reinforcement learning-based and Bayesian optimization-based) when equipped with different encoders. Experimental evaluation shows that PCE is an efficient encoding method that effectively ranks and predicts neural architecture performance, thereby improving the search efficiency of neural architectures.

A Study on Performance Level for Universal Precautions on Blood-Borne Infections among Nurses in Hospitals (임상 간호사의 혈액매개감염 주의지침에 대한 수행정도)

  • An, Ji-Yeon;Lee, Young-Mi;Song, Jung-Hee
    • The Journal of Korean Academic Society of Nursing Education
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    • v.16 no.1
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    • pp.92-100
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    • 2010
  • Purpose: This study was conducted to investigate the cognition level and the performance level of universal precautions on blood-borne infections and to analyze related-factors on the performance level for universal precautions among the nurses. Method: A total of 166 nurses participated in the survey. We performed multiple linear regression to assess the related-factors on the performance level for universal precautions. Result: The mean scores of cognition and performance level for universal precautions were 65.61(${\pm}8.74$) and 53.98(${\pm}8.42$) respectively. The mean score of the cognition level was significantly lower than the performance level in all items. The cognition level was associated with the working field. The performance level was highest for nurses working over 36 years, nurses in university hospitals, and nurses in the operating room. The cognitive level for universal precautions, education level, exposure to blood-borne infection, family's income, and marital status significantly predicted the performance level for universal precautions in the multiple linear regression model (Adjusted $R^2=0.42$). Conclusion: The cognition level for universal precautions is the strongest predictor on the performance level for universal precautions. An integrated approach should incorporate training experiences to improve cognition and perception of risk on universal precautions for preventing blood-borne infections.

The Effects of Infant Care Teacher's Emotional Intelligence and Organizational Culture on Role Performance (영아보육교사의 정서지능과 어린이집 조직문화가 역할수행에 미치는 영향)

  • Shin, Hee Jung;Moon, Hyuk Jun
    • Korean Journal of Childcare and Education
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    • v.9 no.3
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    • pp.291-308
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    • 2013
  • This study focuses on variables affecting role performance of infant care teachers and aims at developing quality care service by means of role performance of infant care teachers. The research participants were 350 infant care teachers in nurseries in Seoul, Incheon and Gyeonggi area. The results are as follows. First, there was no difference by age on teachers' emotional intelligence, organizational culture and role performance. As for educational level, there was a difference in 'counseling and emotional support' a subordinated factor in role performance. As for career, there was a difference in 'education and teaching activity' a subordinate factor of role performance. As for working facility type, there was a difference in emotional intelligence and organizational culture. Second, there was correlation between infant care teachers' emotional intelligence and organizational culture, and their role performance. Third, infant care teachers' emotional intelligence was the best predictor of their role performance. Therefore, more studies should be done to raise the emotional intelligence of infant care teachers.

An Analysis of Nurse's Perception of Internal Marketing Activities Affecting on Nurse's Turnover Intention, Nursing Task Performance and Nursing Productivity (간호사가 지각하는 내부마케팅활동 정도가 간호사의 이직의도, 간호업무수행 및 간호업무생산성에 미치는 영향)

  • Doo, Eun-Young;Seomun, Gyeong-Ae;Kim, In-A;Lim, Ji-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.11 no.1
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    • pp.1-12
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    • 2005
  • Purpose: The purpose was to analyze the effects of internal marketing activity factors on nurse's turnover intention, nursing task performance and nursing productivity. Methods: The subjects were 355 nurses who were working at the 3 universities hospital over 1 year. The instruments were used of internal marketing activity factors(Lee, 2001), turnover intension(Lee, 1995), nursing task performance(Park, 1988) and nursing productivity(McNeese-Smith, 1996). Results: The mean score of internal marketing activity factors was 2.79, education and training 2.97, individualization 2.93, communication 2.87, promotion 2.76, work environment 2.63, reward system 2.62, and management vision for employee 2.61. The turnover intention was 3.12, nursing task performance 3.49, and nursing productivity 3.38. The internal marketing activity factors were negatively correlated with turnover intention(r=-0.37, p<0.0001), and positively correlated with nursing task performance(r=0.29, p<0.0001) and nursing productivity(r=0.30, p<0.0001). The key predictor of turnover intension was reward system, education and training, communication, and salary. They explained 35.0% of the total variance. In nursing task performance, communication, management vision for employee, salary and unit explained 26.0% of the total variance. In nursing productivity, communication, reward, education and training, salary, and position explained 24.0%. Conclusions: To increase nurse's nursing task performance and nursing productivity and to decrease turnover intention, it is necessary to concentrate on improving communication and reward system in the internal marketing activity factors. Through these activities, the effectiveness of internal marketing strategies will be enhanced and finally, nursing organizational outcome will be increased.

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A Study on the Factors in Relation to Job Performance of Community-Based Rehabilitation Program in Health Centers (보건소의 방문보건재활업무 수행정도와 관련요인에 관한 연구)

  • Kim, Ji-Yun
    • Research in Community and Public Health Nursing
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    • v.10 no.1
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    • pp.121-139
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    • 1999
  • Persons with disabilities have increased and among others, number of them in the community is at the high proportion. But they have a difficulty in physical, psychological adjusting and they don't be offered appropriate, sufficient rehabilitation services. Therefore, Community-Based Rehabilitation Services in Health Center be needed. With these backgrounds, this study was conducted to examine factors in relation to job performance of community-based rehabilitation program in Health Centers, and the factors are characteristics of district nurses, internal factors, external-environmental factors. This study provides guidelines for effective management for rehabilitation program. Subject in this study were 122 Health Centers randomly chosen. Data were collected from September, 16, 1998 to October, 9, 1998, and the data for analyses were ones of 105 respondents. The instrument of this study was job performance of community-based rehabilitation program is modified WHO guidelines. Credibility of instruments was 0.73-0.95 in main study. The summary of results was as follows. First, the mean of job performance of com munity-based rehabilitation program was 2.33 of full score 4.00. Significant differences were not obtained on the job performance among areas. Second, stepwise multiple regression analysis revealed that the most powerful predictor to job performance was community-based health program. The number of volunteer workers, the score of cooperation with other institution, the number of visiting nurse, the number of facilities for person with disabilities are accountable factor to the job performance of community-based rehabilitation program. In conclusions, for all the people with disabilities, Health Centers are necessary to promote community-based rehabilitation program and to increase participation of community residents and to cooperate with other institution.

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