• Title/Summary/Keyword: ONE-WAY ANOVA

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A Proposal of Unit Hydrograph Using Statistical Analysis in Oedo Stream, Jeju (통계적 기법을 적용한 외도천의 단위유량도 제안)

  • Lee, Jun-Ho;Yang, Sung-Kee;Jung, Woo-Yul
    • Journal of Environmental Science International
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    • v.24 no.4
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    • pp.393-401
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    • 2015
  • Rainfall-runoff model of Jeju Oedo Stream was used to compute the optimal unit hydrograph by HEC-HMS model that reflecting on watershed characteristics. Each rainfall event was comparatively analyzed with the actual flow measurement using Clark, Snyder and SCS synthetic methods for derived unit hydrograph. Subsequently, the null hypothesis was established as p-value for peak flow and peak time of each unit hydrograph by one-way ANOVA(Analysis of variance) was larger than significance level of 0.05. There was no significant difference in peak flow and peak time between different methods of unit hydrograph. As a result of comparing error rate with actual flow measurement data, Clark synthetic unit graph best reflected in Oedo Stream as compared to other methods, and error rate of Clark unit hydrograph was 0.02~1.93% and error rate at peak time was 0~2.74%.

Efficiency of MINQE for arbitrary underlying distribution under one way random effects model (일원변량모형에서의 임의의 분포에 대한 NINQE 추정량의 효율성)

  • 이장택
    • The Korean Journal of Applied Statistics
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    • v.6 no.2
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    • pp.355-370
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    • 1993
  • The estimations of variance components for the unbalanced one way random effects model when the underlying distributions are not necessarily normal are considered. ANOVA, REML, ML, MIVQUE, and MINQE estimators are compared with respect to their mean squared errors and biases through a simulation study. Explicit, computable expressions with no matrix inversion necessary are given for these estimators. An efficient rule to provide a prior guess of MINQE is given. Our results indicate that the efficiency of MINQE is excellent for arbitrary underlying distribution in the sense of MSE even in the presence of nontrivial bias. Also, MINQE is a worthwhile improvement over other estimators when kurtosis of underlying distributions become large 1.

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A Study on Student Satisfaction with Educational Environment in a Cooking and Food Service Program (조리.외식관련 대학생들의 교육환경 만족도에 관한 연구)

  • Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.17 no.2
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    • pp.74-84
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    • 2011
  • The purpose of this study is to understand the relationship between educational environment services offered and student satisfaction with them. A survey was conducted to 314 students in a cooking and food service program. To achieve the purpose of this study, SPSS 17.0, a statistics program, was used for a descriptive analysis, a frequency analysis, a factor analysis, a multiple regression analysis, a cluster analysis and a One-Way ANOVA analysis. The hypothesis test result of the effect of educational environment services on satisfaction showed that there was a partially significant effect in satisfaction with facilities and lecturers(p<0.01) as well as administrative services (p<0.01). In the cluster analysis of educational environment services, cluster 1 was classified as a mistry cluster, cluster 2 as a satisfied cluster, cluster 3 as a dissatisfied cluster and cluster 4 as a positive cluster. They showed a statistically meaningful result in the one-way ANOV A(p<0.01).

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Finding Significant Factors to Affect Cost Contingency on Construction Projects Using ANOVA Statistical Method -Focused on Transportation Construction Projects in the US-

  • Lhee, Sang Choon
    • Architectural research
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    • v.16 no.2
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    • pp.75-80
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    • 2014
  • Risks, uncertainties, and associated cost overruns are critical problems for construction projects. Cost contingency is an important funding source for these unforeseen events and is included in the base estimate to help perform financially successful projects. In order to predict more accurate contingency, many empirical models using regression analysis and artificial neural network method have been proposed and showed its viability to minimize prediction errors. However, categorical factors on contingency cannot have been treated and thus considered in these empirical models since those models are able to treat only numerical factors. This paper identified potential factors on contingency in transportation construction projects and evaluated categorical factors using the one-way ANOVA statistical method. Among factors including project work type, delivery method type, contract agreement type, bid award type, letting type, and geographical location, two factors of project work type and contract agreement type were found to be statistically important on allocating cost contingency.

Images Differences of Design Variations in One-Piece Dress Using a 3D Virtual Clothing System (3차원 가상착의 시스템을 활용한 원피스드레스의 디자인 변화에 따른 이미지 차이)

  • Uh, Mi-Kyung
    • Journal of the Korea Fashion and Costume Design Association
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    • v.14 no.2
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    • pp.101-111
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    • 2012
  • The purpose of this study is to evaluate the differences of visual image on variations in the length and princess line, in a silhouette of a one-piece dress with the application of the 3D Virtual Clothing System known as i-designer. Eight sample were examined: 2 variations of the length and 2 variations of the princess line, 2 variations of the form of a silhouette. The data was obtained from 66 fashion design majors. The data was assessed by a t-test and a multi-way ANOVA and factor analysis. The results were as follows; The visual image according to the design variables, four factors were selected; the attractiveness factor, the activeness factor, the practicality factor, the elegance factor. In these factors, the attractiveness factor is estimated by the most important factor. As a result of analyzing the effect of the interaction in the visual image according to the design variables, the influence of the main effect was found to be great in each factor. In the activeness factor, a significant difference was noted in the two-way interaction between the length and the princess line, the length and the silhouette. In the elegance factor, a significant difference was noted in the two-way interaction between the length and the silhouette. However, the influence on three-way interaction among the length, the princess line, and the silhouette was not significant.

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Effect of Zooplankton Exposures on the Biomass and Intracellular Microcystin in Microcystis aeruginosa and Planktothrix agadhii (동물플랑크톤 노출 강도가 유해남조 Microcystis aeruginosa와 Planktothrix agardhii의 생체량 및 세포내 microcystin함량변화에 미치는 영향)

  • Jang, Min-Ho;Jung, Jong-Mun;Joo, Gea-Jae
    • Korean Journal of Ecology and Environment
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    • v.39 no.2 s.116
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    • pp.209-218
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    • 2006
  • This study was to evaluate microcystin production by two strains of cyanobacteria (Microcystis aeruginosa and Planktothrix agardhii) in response to three different levels of direct (0,4,8 inds.) or indirect (0,25, 50% of zooplankton culture media filtrate) exposures to zooplankton (Daphnia magna and Moina macrocopa). The cell biomass and intracellular microcystin (MC) were measured everyday. The survival rates of zooplankton were evaluated for daily intervals for the direct exposure. The intracellular MC produced peaked on the day 3 or 4, and then decreased over the both exposure experiment. In the direct experiment, the MC values were significantly different among the control and zooplankton treatments (ZT; repeated measures-ANOVA: P< 0.039). The MC contents of P. agardhii strain (No.204) were significantly higher (Tukey test, P< 0.082) in ZT2 (8 inds.) than in ZT2 (4 inds.). On the peak day, the intracellular MC exposed to both zooplanktons was significantly higher than the control (One-way ANOVA, P< 0.021). Higher zooplankton survivals were observed in the M. aeruginosa strain (No. 111) rather than in high toxic P. agardhii strain. In the indirect experiment, the intracellular MC of the M. aeruginosa strain was significantly different among the control and zooplankton culture media filtrate (ZCMF)treatments (rm-ANOVA: P<0.004), The MC exposed ZCMF2 (50%) were significantly higher than in ZCMFI (25%: Tukey test, P< 0.025) for both strains. This study strongly supports the induced-defensive MC production of potentially toxic cyanobacteria in response to the presence of zooplankton.

An Effect of Group Art Therapy by Way of Reminiscence on the Depression of the Elderly Inpatients with Geriatric Illness (회상을 활용한 집단미술치료가 노인성질환 입원환자의 우울에 미치는 효과)

  • Kim, Hyo-Jeong;Choi, Sun-Nam
    • Journal of Families and Better Life
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    • v.28 no.1
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    • pp.99-118
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    • 2010
  • This thesis is to inquire into the effect of group art therapy by way of reminiscence on the depression of the elderly inpatients with geriatric illness. The subjects are 20 inpatients whose age is over sixty in the Elderly Nursing Hospital located in K county. Among them, 10 inpatients are arranged as the experimental group, and the rest 10 inpatients, as control group. The research period is from February 28, 2009 to August 21, 2009. For the experimental group, the group art therapy by way of reminiscence is carried out during 21 sessions once a week for 60 minutes per session. For both the experimental group and the control group, pre and post test is carried out, and then after four weeks, the further test is carried out. The measurement tools are KGDS(Korean Form of Geriatric Depression Scale) and KHTP. The data are analyzed by SPSS(for Windows) and SAS(ver. 9.1.2), by which one-way ANOVA, two-way ANOVA, and Scheffe test are carried out. The results are as follows. First, the average of the whole elderly depression levels is shown significantly in the post test and the further test between the two groups. The art therapy group is more effective on the reduction of depression of the elderly inpatients with geriatric illness than control group. Second, it is shown that there is significant difference between the two groups in the the elderly depression by KHTP. The art therapy group is more effective in the improvement of the reduction of the elderly depression in view of KHTP. In conclusion, the group art therapy is an efficient intervention which enables to reduce the depression of the elderly inpatients with geriatric illness.

Research on Nurses' Stress for Elderly care and Stress - Coping Strategies (간호사의 노인환자 간호에 의한 스트레스와 그 대처방법 탐색)

  • Choi, Ji-Yun;Lee, Yoon-Jung
    • Journal of Digital Convergence
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    • v.10 no.8
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    • pp.275-286
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    • 2012
  • The purpose of this study was to investigate stresses from job, patients and guardians experienced by general hospital nurses caring for elderly patients and their stress coping methods. For this study, data were collected from 280 nurses employed at general hospitals with the capacity of more than 400 beds which were located in Seoul. Frequency analysis, t-test and one-way ANOVA were utilized to analyze the data and Scheffe test was used to conduct post-hoc tests. This study found that, of the general hospital nurses' three types of stresses, stress from guardians was the most serious one, followed by stress from patients and stress from job; and that, of the six coping methods utilized by the general hospital nurses, social support was the most-utilized one, followed by problem-focused coping strategy, positive perspective, tension relaxation, indifference and hopeful perspective. Based on these findings, follow-up studies were suggested to develop the hospital nurses' abilities to cope with the ever-changing complex circumstances for the elderly patients.

The impact of healthcare accreditation on patient safety and quality, job satisfaction and organizational commitment: about a general hospital (의료기관인증이 병원 근로자가 지각하는 환자안전과 질, 직무만족 및 조직몰입에 미치는 효과 -일개 종합병원을 대상으로-)

  • Yeun, Young-Ran
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.4
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    • pp.1820-1829
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    • 2013
  • This study was conducted to examine the effects of healthcare accreditation on patient safety and quality, job satisfaction and organizational commitment. One group pretest posttest design was used. The study included 405 participants, who have worked for more than one year in a general hospital. The treatment was healthcare accreditation which was prepared from Apr. 2012 and tested by Korea Institution for Healthcare Accreditation on Nov. 2012. Data was analyzed using paired t-test and One-Way ANOVA. This study found patient safety and quality(t=7.28, p=.000), job satisfaction(t=7.13, p=.000) and organizational commitment(t=3.44, p=.001) increased significantly after healthcare accreditation. The results of this study suggest that healthcare accreditation has the potential to improve patient safety and quality, job satisfaction and organizational commitment.

Effects of Communication Competence and Nunchi on Interpersonal Harmony in Nursing Students (간호대학생의 의사소통 능력, 눈치가 대인관계조화에 미치는 영향)

  • Yang, Yoon-Suh;Hong, So-Hyoung;Ryu, Jeong-Lim
    • Journal of Convergence for Information Technology
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    • v.10 no.7
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    • pp.75-83
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    • 2020
  • This study aims to investigate the effects of nursing students' communication competence and nunchi on their interpersonal harmony. One-hundred and seventy-eight third- and fourth-year nursing students attending one of B, H, H, J, K universities in the North Jeolla Province were surveyed using a self-reported questionnaire. Independent t-test, one way ANOVA and Pearson's correlation coefficient, Stepwise regression were performed on the collected data using SPSS 21.0 program. Results The results showed that communication competence had the greatest impact on interpersonal harmony, followed by nunchi andsatisfaction with nursing major, with these variables explaining for 55% of interpersonal harmony. Hence, strategies that improve communication competence, nunchi, and satisfaction with nursing major would be helpful for increasing interpersonal harmony.