• Title/Summary/Keyword: Performance Predictor

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Locally weighted linear regression prefetching method for hybrid memory system (하이브리드 메모리 시스템의 지역 가중 선형회귀 프리페치 방법)

  • Tang, Qian;Kim, Jeong-Geun;Kim, Shin-Dug
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.11a
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    • pp.12-15
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    • 2020
  • Data access characteristics can directly affect the efficiency of the system execution. This research is to design an accurate predictor by using historical memory access information, where highly accessible data can be migrated from low-speed storage (SSD/HHD) to high-speed memory (Memory/CPU Cache) in advance, thereby reducing data access latency and further improving overall performance. For this goal, we design a locally weighted linear regression prefetch scheme to cope with irregular access patterns in large graph processing applications for a DARM-PCM hybrid memory structure. By analyzing the testing result, the appropriate structural parameters can be selected, which greatly improves the cache prefetching performance, resulting in overall performance improvement.

Supply Chain Analysis in Public Works: The Role of Work Climate, Supervision and Organizational Learning

  • SOETJIPTO, Noer;KURNIAWAN, Gogi;SULASTRI, Sulastri;RISWANTO, Ari
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.1065-1071
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    • 2020
  • The study aims to analyze the supply chain role of supervision, discipline, work climate, and organizational learning on the performance of community services at the public works. This study took a sample of employees through purposive sampling technique at the Public Works Office and Bina Marga in a regency in East Java. Data through questionnaire was collected through a 5-point Likert scale model. The results show that the application of employee discipline affects the performance of public services, with a contribution of 39.7%, meaning that discipline and organizational learning are implementation factors that have an effect on public service performance. In stepwise regression analysis, the supervisory factor has a correlation with service performance, but it is less relevant, while the work climate is not relevant as a predictor variable to improve public service performance. The study revealed the importance of the supply chain policy of implementing good and clean governance and the enactment of the performance appraisal of the government apparatus established through Good Corporate Governance of the state apparatus. The findings provide a basis to encourage the public sector performance to smooth every step of supply chain management of every government project work, especially in the field of public services.

The Relationships between Professional Self- Concept, Nursing Performance and Retention Intention of Emergency Department Nurses (응급실 간호사의 전문직 자아개념, 간호수행능력과 재직의도)

  • Sung, Mi-Hae;Choi, Eun-Young
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.19 no.2
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    • pp.244-252
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    • 2012
  • Purpose: The purpose of this study was to investigate the relationship between professional self-concept, nursing performance and retention intention of emergency department (ER) nurse. Methods: Data were collected from a convenience sample of 200 ER nurses who worked in one of 9 hospitals in 2cities. The instrument for this study was a structured questionnaire on professional self-concept, nursing performance and retention intention. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression. Results: The mean score for professional self-concept was 2.52 (0.27), for nursing performance was 2.70(0.31), and for retention intention, 4.87 (1.48). There were significant differences on three variables length of ER career, average income, and satisfaction with nursing. There was a significant positive correlation between professional self-concept and nursing performance, and retention intention. Professional self-concept was the most significant predictor variable. Conclusion: The results suggest that the improvement of ER nurses' professional self-concept will improve their nursing performance and retention intention. Therefore, it is necessary to develop strategies which strengthens professional self-concept in order to improve ER nurses' performance and retention intention.

Influencing Factors on Task Performance of Wound Ostomy Continence Nurses in Korea (상처장루실금간호사의 간호업무성과에 영향을 미치는 요인)

  • Lee, Sun Hee;Yoo, Jae Soon
    • The Journal of Korean Academic Society of Nursing Education
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    • v.18 no.3
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    • pp.533-541
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    • 2012
  • Purpose: The purpose of this study was to identify variables influencing task performance of wound ostomy continence nurses (WOCN). Methods: Data were collected from 80 WOCN in Korea from September to October 2011 using a self-reported questionnaire. Variables consisted of task performance, empowerment, professional autonomy, job satisfaction and job-related variables. Data were analyzed by frequencies, t-test, one-way ANOVA, Pearson's correlation coefficient and stepwise multiple regression. Results: Professional autonomy was a major predictor of task performance of WOCN (F=37.37, p=<.001). Empowerment(F=33.10, p=.001) and completion of the professional education course for wound ostomy continence nursing WOCN(F=7.46, p=.008) were the other significant predictors of task performance. The regression model explained 45.3% of task performance. Conclusion: Professional autonomy, empowerment and completion of the professional education course contribute to task performance of WOCN. These findings have important implications for organizations hoping to achieve the maximum potential of WOCN's professional role. Therefore, strategies for reinforcement of professional autonomy, empowerment, and completion of professional education course are necessary for WOCN working in South Korea.

The Relationships of Family support, Self-efficacy and Self-care Performance in Patients with Chronic Illness (만성질환자의 가족지지, 자기효능감 및 자가간호수행간의 관계)

  • Son, Youn-Jung;Park, Young-Rye
    • Korean Journal of Adult Nursing
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    • v.17 no.5
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    • pp.793-801
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    • 2005
  • Purpose: This study was to identify the relationship between family support, self-efficacy and self-care performance in patients with chronic illness. Methods: The subjects were 100 in-and out-patients who were diagnosed with chronic illness at university hospital in Cheonan. The data analyzed using descriptive statistics, Pearson correlation coefficient and stepwise multiple regression with SPSS WIN 12.0. Results: The level of family support, self-efficacy and self-care performance were high. The family support in patients with chronic illness indicated a significant positive correlation to self-care performance but no significant correlation to self-efficacy. The self-efficacy in patients with chronic illness indicated a significant positive correlation to self-care performance. Family support and self-efficacy account for 24.4% of variance of the self-care performance. The most significant predictor which influenced self-care performance in patients with chronic illness was family support. Conclusion: The results of this study showed that family support and self-efficacy are very important variables in explaining the self-care performance. Therefore, these variables should be considered in nursing intervention development and education.

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Factors Influencing Confidence in Performance Competence of Core Basic Nursing Skills by Nursing Students (간호대학생의 핵심기본간호술 수행자신감 영향 요인)

  • Lee, Insook;Park, Chang-Seoung
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.22 no.3
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    • pp.297-307
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    • 2015
  • Purpose: The purpose of this study was to identify the learning style, learning efficacy, transfer of learning, and confidence in performance competence of Core Basic Nursing Skills (CBNS) and factors influencing confidence in performance competence of CBNS by nursing students. Methods: A descriptive study design was used. Participants were 148 nursing students. Data were analyzed using SPSS 20.0 for descriptive statistics, ANCOVA, correlation and regression. Results: Learning styles of the participants were assimilator 33.11%, accommodator 26.35%, diverger 23.65%, and converger 16.89%. Learning efficacy was significantly different according to learning styles, however, transfer of learning and confidence in performance competence of CBNS were not significantly different according to learning styles. Confidence in performance competence of CBNS positively correlated with transfer of learning and learning efficacy. Transfer of learning was a significant predictor of confidence in performance competence of CBNS. Conclusion: The findings of this study indicate that transfer of learning influences confidence in performance competence of CBNS. Thus, nursing faculty should develop educational strategies to enhance and improve transfer of learning, and development of effective confidence in performance competence of CBNS programs.

Influence of Resilience and Anger Expression Style on Nursing Work Performance in Emergency Nurses (응급실 간호사의 회복탄력성, 분노표현양식이 간호업무성과에 미치는 영향)

  • Jang, Insun;Lee, Sujung;Song, Ahrang;Kim, Youngji
    • Korean Journal of Occupational Health Nursing
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    • v.27 no.4
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    • pp.247-256
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    • 2018
  • Purpose: This study aimed to identify the influence of nurses' resilience and anger expression styles on their nursing work performance in emergency departments. Methods: The study included 107 nurses from 5 hospitals in Seoul and Gyeonggi-do who consented to participate. Data ware collected from March to April 2016. Multiple regression analysis was used to identify factors influencing nurses' performance. Results: Nurses' performance was higher when resilience was high and anger expression was low. The result of the multiple regression indicated that present working years in the emergency room, work satisfaction, anger expression, anger control, and resilience predicted 39.4% (F=7.27, p<.001) of the nursing performance of hospital nurses in emergency departments. The most powerful predictor was resilience (${\beta}=.45$, p<.001), followed by anger-out (${\beta}=-.25$, p=.006). Conclusion: This study showed that the most influential variables of work performance in emergency nurses ware resilience and anger expression. To enhance the nursing performance of hospital nurses in emergency departments, it is necessary to develop and implement mentorship programs that enhance resilience and educational programs that help them manage their anger.

The Effect of Distribution Project Manager Leadership and Performance of Project Team Members with the Mediation Role of Self-Efficacy

  • SHOKORY, Suzyanty Mohd;ZAINOL, Zuraidah;AWANG, Marinah;ABDUL HAMID, Suriani;RAMDAN, Mohamad Rohieszan
    • Journal of Distribution Science
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    • v.20 no.9
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    • pp.29-38
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    • 2022
  • Purpose: The purpose of this study to determine the effect of distribution transformational and transactional project manager leadership style on the extra-role performance of project team members using multi-level modelling analysis. Research design, data and methodology: The role of psychological factors as the mediating variable namely is self-efficacy in the effect of project manager's leadership style on the project team members' performance was also studied using the Monte Carlo bootstrapping method. The sample of the study consisting of 370 project team members from 74 contractors registered with the Construction Industry Development Board in the Klang Valley was selected using a simple random sampling and a survey using a questionnaire. Results: The findings showed that the transformational leadership of project managers was a dominant predictor of extra-role performance of project team members. Furthermore, the study show the self-efficacy of project team members acted as a mediator in the relationship between transformational and transactional leadership of project manager leadership on the extra-role performance of project team members. Conclusions: The findings are expected to be used by the relevant parties in planning, arranging and implementing efforts to improve the work performance and ensure that projects are implemented according to the specified specifications.

Factors Influencing Performance of Delirium Care for Postoperative Delirium of Elderly Patients among Recovery Room Nurses (노인환자의 수술 후 섬망에 대한 회복실 간호사의 간호수행과 영향요인)

  • Koo, Hyunjoo;Yang, Jinhyang
    • The Journal of Korean Academic Society of Nursing Education
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    • v.22 no.3
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    • pp.387-395
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    • 2016
  • Purpose: The purpose of this study was to identify factors associated with performance of nursing care for postoperative delirium of elderly patients among recovery room nurses. Methods: The research was a cross-sectional, descriptive design using questionnaires. The participants were 99 nurses from five urban recovery rooms. Data were analyzed using descriptive statistics, t-test, ANOVA and multiple regression with SPSS WIN 21.0. Results: The performance level of delirium nursing care was low because its mean score was 3.80 out of 5. Performance of nursing care was significantly positively correlated with the importance of nursing care and self-efficacy. Stepwise multiple regression analysis for performance of nursing care revealed that the most powerful predictor was the importance of nursing care. The importance of nursing care and self-efficacy explained 32.3% of the variance. Conclusion: The results indicate a need to enhance the performance of nursing care for postoperative delirium of elderly patients among recovery room nurses. The findings also suggest that consideration be given to strategies for improving the importance of nursing care and self-efficacy in developing programs to enhance the performance level of nursing care for elderly patients with postoperative delirium.

Factors Influencing the Exercise Performance of Elderly Patients with Diabetes (노인 당뇨병환자의 운동수행에 영향을 미치는 요인)

  • Park, In-soon;Kim, Chang-Sook;Kim, Ran;Kim, Young-Jae;Park, Myung-Hee;Jung, Young-Ju
    • Journal of environmental and Sanitary engineering
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    • v.24 no.4
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    • pp.27-38
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    • 2009
  • The purpose of this study was to identify the factors influencing the Exercise Performance of elderly patients with diabetes. The subjects were 153 elderly patients with diabetes who were selected from the public health center in Gwang ju. The data collected was analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation and stepwise multiple regression. This study found that approximately 52.9% of the subjects were exercising regularly. Exercise performance was significantly different according to education level, family income by month, and level of diabetes education. Significant factors influencing exercise performance were exercise self-efficacy, exercise social support and exercise benefits. The most powerful predictor of exercise performance was exercise self-efficacy(34.2%). This study suggests that nurses should emphasize exercise social support. and exercise benefits as well as reinforce exercise self-efficacy to improve exercise performance of the elderly patients with diabetes.