• 제목/요약/키워드: Regression program

검색결과 5,162건 처리시간 0.033초

보건소 결핵관리사업 평가 (Evaluation of a Tuberculosis Control Program at Community Health Centers)

  • 황은정
    • 한국보건간호학회지
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    • 제21권2호
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    • pp.241-251
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    • 2007
  • Purpose: To identify the effects on tuberculosis mortality of a tuberculosis control program conducted at 108 community health centers in terms of structure and process. Methods: The dependent variable was tuberculosis mortality, and the independent variables were the structure(type of centers, staff, nurses, doctors, budget) and process(chest X-ray checking, immunization, case detection, health education, patients registering & managing) of the tuberculosis control programs at the community health centers. Data were analyzed using descriptive analysis and stepwise regression analysis. Result: Tuberculosis morality was positively correlated with type of centers(rural area)(p<0.01), but negatively correlated with type of centers(large cities) (p<0.01), (middle cities)(p<0.05), staff FTE(p<0.05), and number of nurses(p<0.05). Regression analysis indicated that type of centers(rural area)($\beta$=0.457) and case detection($\beta$=0.234) had a significant effect on tuberculosis mortality. Conclusion: Ultimately, this study will provide information to improve the effectiveness of tuberculosis control programs in community health centers.

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조생온주 밀감의 단기 저장 및 유통 중 품질변화 예측을 위한 연구 (A Study on the Prediction of Quality Chanties of Citrus unshiu during Short-term Storage and Marketing)

  • 정신교;이재호
    • 한국식품저장유통학회지
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    • 제4권2호
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    • pp.123-130
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    • 1997
  • To develop the prediction program for quality change of Citrus unshiu during marketing, we examined the quality characteristics of Citrus unshiu stored at experimental refrigerator set to 4, 8, 12 and 16$^{\circ}C$ for 2 months. According to the storage temperature the changes of quality characteristics were different respectively, but it was most severe during 16$^{\circ}C$ storage. Activation energy and Q10 value were 6683.16 cal/mol K and 1.53 respectively. The determination coefficient of regression equation of pH, acidity and vitamin C by surface response analysis were over 0.85. Using these regression equation, we developed the prediction program for the change of pH, acidity and vitamin C contents. The calculated values and experimental values of pH, acidity and vitamin C contents for short-term storage of Citrus unshiu were coincided well.

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심리적 효과를 고려한 체험적 안전교육 방안

  • 우태희;엄기수
    • 건설안전기술
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    • 통권51호
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    • pp.93-105
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    • 2010
  • The object of this study is to understand the psychological factor of the worker on safety and recommend experimental factor of safety education program. The following are the methods of this study. We analyzed the statistical data from survey to workers(N=139) about the psychological factor on safely. The survey consisted of 34 questions about 4 factors like private external characteristic, psychological characteristic, characteristics on behavior, and experience and reason of disaster. As the result of the analysis of the multi regression model on the base of correlation of each of the major factors, psychological health, effort on practicing, and satisfaction on their life were the variables with high influence on the safety mind of workers. So, it is good safety strategy for effective working to maintain healthy life with optimistic minds, and try to practice actively as usual. After considering the result, for the development of safety education program for working, we have to consider psychological factors of our workers that influence their safety and try to improve the experimental education opportunity, and it will be effective.

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Analysis of Factors Affecting the Knowledge with COVID-19

  • Cho, Eui-young;Kim, Jungae
    • International Journal of Advanced Culture Technology
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    • 제9권4호
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    • pp.219-225
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    • 2021
  • This study was a cross-sectional reaserch that analyzed the factors that most affect COVID-19 knowledge in nursing college students who are relatively at high risk for recent prevalence of COVID-19 exposure in relation to clinical practice of nursing college students. A total of 249 nursing students participated in this study, 93 male students and 156 female students. The period for collecting data from structured questionnaires was from October 1 to October 20, 2021. The collected data were frequency analysis, Pearson correlation analysis, simple regression analysis, and hierarchical regression analysis using SPSS 18.0. As a result of the analysis, infection prevention behavior(𝛽=0.06, p=0.006) had the most influence on COVID-19 knowledge, and the second was professional intuition(𝛽=-.162, p=0.018). Based on the results of this study, in order to improve the knowledge of COVID-19 among nursing students, it is proposed to develop an infection prevention behavior education program and a professional intuition improvement program.

간호대학생의 학업스트레스, 학업적 자기효능감이 긍정심리자본에 미치는 영향 (Effects of Academic Stress and Academic Self-Efficacy on Positive Psychological Capital of Nursing Students)

  • 정미라
    • 한국임상보건과학회지
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    • 제10권1호
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    • pp.1578-1586
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    • 2022
  • Purpose. The purpose of this study was to examine relationships among academic stress and academic self-efficacy on positive psychological capital and identify the factors that influence on positive psychological capital in the nursing students. Methods. The data were collected from 184 nursing students in the five colleges located Y and S city using self-reported questionnaires and Oct. 25 2020 to Nov. 5 2020. The data were analyzed by descriptive statistics, T-test, ANOVA, Pearson's correlation coefficient, and multiple regression with SPSS 20.0 program. Results. The result of positive psychological capital was found to be in a significant positive correlated with academic self-efficacy. the multiple regression indicates the Major satisfaction and academic self-efficacy 22.1%(F=11.4 P<.001) of positive psychological capital. Conclusions. Therefore, it is necessary to develop academic self-efficacy increase education program for strategy positive psychological capital in nursing students.

냉방열원의 경제성 평가를 위한 건물에너지 회귀식 산출 (Energy Regression Analysis for Economic Evaluation of Cooling Plants)

  • 김영섭;김강수
    • 설비공학논문집
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    • 제14권5호
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    • pp.377-384
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    • 2002
  • For economic evaluation of cooling plant equipments, it is necessary to simplify energy Prediction method, which should includes efficiency corrected by part-load ratio. This study proposed simplified method with regression equations of time-average partial loads and refrigerator capacity. DOE-2 Program was used to carry out a parametric study of twelve design variables. Five input variables were considered to be significant and were used in the regression equations. To test accuracy of simplified method, calculated results were compared with DOE-2 simulated results. Test result showes a good agreement with the simulation result with an error of 5.9∼7.6%. It is expected that this method can be used as an easy prediction tool for comparing energy use of different cooling plants during the early design stage.

A Hybrid Approach for Regression Testing in Interprocedural Program

  • Singh, Yogesh;Kaur, Arvinder;Suri, Bharti
    • Journal of Information Processing Systems
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    • 제6권1호
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    • pp.21-32
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    • 2010
  • Software maintenance is one of the major activities of the software development life cycle. Due to the time and cost constraint it is not possible to perform exhaustive regression testing. Thus, there is a need for a technique that selects and prioritizes the effective and important test cases so that the testing effort is reduced. In an analogous study we have proposed a new variable based algorithm that works on variables using the hybrid technique. However, in the real world the programs consist of multiple modules. Hence, in this work we propose a regression testing algorithm that works on interprocedural programs. In order to validate and analyze this technique we have used various programs. The result shows that the performance and accuracy of this technique is very high.

Multivariate statistical analysis of the comparative antioxidant activity of the total phenolics and tannins in the water and ethanol extracts of dried goji berry (Lycium chinense) fruits

  • Kim, Joo-Shin;Kimm, Haklin Alex
    • 한국식품과학회지
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    • 제51권3호
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    • pp.227-236
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    • 2019
  • Antioxidant activity in water and ethanol extracts of dried Lycium chinense fruit, as a result of the total phenolic and tannin content, was measured using a number of chemical and biochemical assays for radical scavenging and inhibition of lipid peroxidation, with the analysis being extended by applying a bootstrapping statistical method. Previous statistical analyses mostly provided linear correlation and regression analyses between antioxidant activity and increasing concentrations of phenolics and tannins in a concentration-dependent mode. The present study showed that multiple component or multivariate analysis by applying multiple regression analysis or regression planes proved more informative than linear regression analysis of the relationship between the concentration of individual components and antioxidant activity. In this paper, we represented the multivariate analysis of antioxidant activities of both phenolic and tannin contents combined in the water and ethanol extracts, which revealed the hidden observations that were not evident from linear statistical analysis.

심리적 효과를 고려한 체험적 안전교육 방안 (Developing Experimental Education Program for Safety Considering Psychological Effect)

  • 엄기수;우태희
    • 대한안전경영과학회지
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    • 제11권4호
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    • pp.15-24
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    • 2009
  • The object of this study is to understand the psychological factor of the worker on safety and recommend the experimental factor of safety education program. The following are the methods of this study. We analyzed the statistical data from survey to workers(N=139) about the psychological factor on safety. The survey consisted of 34 questions about 4 factors like private external characteristic, psychological characteristic, characteristics on behavior, and experience and reason of disaster. As the result of the analysis of the multi regression model on the base of correlation of each of the major factors, psychological health, effort on practicing, and satisfaction on their life were the variables with high influence on the safety mind of workers. So, it is good safety strategy for effective working to maintain healthy life with optimistic minds, and try to practice actively as usual. After considering the result, for the development of safety education program for working, we have to consider psychological factors of our workers that influence their safety and try to improve the experimental education opportunity, and it will be effective.

도시공원 이용프로그램의 만족도 분석 -도쿄도립도시공원을 중심으로- (An Satisfaction Degree Analysis of Programs in the City Park -Tokyo Metropolitan City Parks, in Japan-)

  • 서주환;김동근
    • 한국조경학회지
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    • 제28권5호
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    • pp.58-67
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    • 2000
  • This study is mainly focus on the satisfaction degree of programs which were been held in city park. The case study of this study is Tokyo metropolitan city park which planed programs and have managed them for approximately 20 years. For the purpose, this study used the questionnaire about the satisfaction degree of programs in 2 Tokyo metropolitan city parks which are held nature observation programs, after analysis of programs of city parks. This study used analysis method of cross-tab, factor analysis and multi-regression. The result are as follows: 1. As the result of factor analysis, 6 factors which are determined the satisfaction degree of programs are found. Also as the regression result between satisfaction degree and 6 factor, the satisfaction degree is positively affected by first factor which is identified program contents and forth factor which is identified marketing part of program. 2. On the organization of managing program, the sponsorship privately-managed citizen group is more favorable than the sponsorship by volunteer. 3. In the participant attribute, participants who are older than 50 showed high distribution, and there is no difference between sex.

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