• Title/Summary/Keyword: Multiple linear Regression

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Fluid intake, hydration status and its association with cognitive function among adolescents in Petaling Perdana, Selangor, Malaysia

  • Tung, Serene En Hui;Ch'ng, Yi Zhang;Karnan, Thaneswary V;Chong, Pei Nee;Zubaidah, Jamil Osman;Chin, Yit Siew
    • Nutrition Research and Practice
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    • v.14 no.5
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    • pp.490-500
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    • 2020
  • BACKGROUND/OBJECTIVES: A cross-sectional study was undertaken to evaluate fluid intake and hydration status in association with cognitive function among 230 adolescents (10-14 years of age) in Petaling Perdana, Selangor, Malaysia. SUBJECTS/METHODS: Urine color was used to measure hydration status, while fluid intake was assessed using the 15-item beverage intake questionnaire. Cognitive function was assessed using the Wechsler Intelligence Scale for Children, Fourth Edition. RESULTS: More than half of the adolescents were mildly or moderately dehydrated (59.6%) and only one-third (33.0%) were well hydrated. Among the daily fluid types, intakes of soft drinks (r = -0.180; P = 0.006), sweetened tea (r = -0.184; P = 0.005) and total sugar-sweetened beverages (SSBs) (r = -0.199; P = 0.002) were negatively correlated with cognitive function. In terms of hydration status, cognitive function score was significantly higher (F-ratio = 4.102; P = 0.018) among hydrated adolescents (100.38 ± 12.01) than in dehydrated (92.00 ± 13.63) counterparts. Hierarchical multiple linear regression analysis, after adjusting for socio-demographic factors, showed that soft drinks (β = -0.009; P < 0.05) and sweetened tea (β = -0.019; P < 0.05) negatively predicted cognitive function (ΔR2 = 0.044). When further control for sources of fluid, hydration status (β = -2.839; P < 0.05) was shown to negatively predict cognitive function (ΔR2 = 0.021). The above variables contributed 20.1% of the variance in cognitive function. CONCLUSIONS: The results highlight the links between fluid intake (soft drinks, sweetened tea, total SSBs) and hydration status with cognitive function in adolescents. Interventions aimed at decreasing the consumption of SSBs and increasing hydration status through healthy fluid choices, such as water, could improve cognitive performance in adolescents.

An Empirical Study on Factors Influencing Knowledge Sharing among Groups (집단간 지식공유의 영향요인에 관한 연구)

  • Park, Moonsoo;Moon, Hyounkoo
    • Knowledge Management Research
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    • v.5 no.2
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    • pp.1-23
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    • 2004
  • Knowledge sharing, as well as knowledge creation, is the basis for an organization to maintain its competitive advantage. Organizations trying to use knowledge resources for strategic purposes or pursuing knowledge management are now paying more attention to methods to facilitate knowledge sharing. This study aims to find out the answers to the questions below. (1) Which relational or structural factors influence the intentions to share knowledge among groups? (2) Does the intension to share knowledge among groups really influence the knowledge sharing behavior? (3) What are the roles of accessibility on the relationship between intention to share knowledge and behavior of knowledge sharing? (4) Does the behavior of knowledge sharing really improve the effectiveness of knowledge sharing among groups? Findings of this study are summarized as follows. First, the positive relations of the relational and structural factors with the intention to share knowledge among groups are found. However, crisis intensity was found to have no meaningful influence on the intention to share knowledge among groups. After all we could see through additional analysis that it is in curvilinear relation, not linear relation. Second, we examined relation of the intention to share knowledge with the behavior of knowledge sharing among groups. Multiple regression analysis showed that intention to share knowledge among groups had a statistically significant influence on the behavior of knowledge sharing among groups. Third, the moderating effect of accessibility on the relation between the intention to share knowledge and the behavior of knowledge sharing was found to be statistically significant. Fourth, the relation between behavior of knowledge sharing and the effectiveness among groups was found to be statistically significant, but in a negative direction. The findings imply that the quantity of knowledge sharing does not always lead to the effectiveness of knowledge sharing.

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The Efficiency Evaluation of Coking Coals Using Data Envelopment Analysis (DEA 모형에 의한 제철용 석탄의 효율성 평가)

  • Seong, Deok-Hyun;Suh, Min-Soo
    • Journal of Information Technology Services
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    • v.10 no.2
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    • pp.177-188
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    • 2011
  • This paper proposes a DEA model for the performance evaluation of each brand of coking coals in an integrated steel mill. The performance is defined as the efficiency which is the ratio of two linear combinations of the output factors to the input factors. There is only one input factor considered in the model : unit price of each brand based on CIF. Five output factors are chosen in consideration of their impact to the quality of cokes such as Ash, VM, LMF, TD, and Rm. Some of the output factors are treated as undesirable in DEA model because the quality criteria are given by the range. The CCR and BCC efficiencies are derived by the DEA model, and the scale efficiency is calculated, too. Each brand of coking coal is classified into four categories according to the CCR and BCC efficiencies, and the most inferior brands are identified as a result. The impact of the input and output factors to the efficiency is analyzed using a multiple regression, then the unit price is revealed as the most critical among them. Also, ANOVA results show that there exist efficiency differences among the coal types and the countries imported, respectively. Finally, the quantitative projection for the inefficient brands is performed if they are to be efficient. The result could be utilized in selecting the good or bad brands of coking coal based on the efficiency in an integrated steel mill. Also, this model will be used to assess the relative efficiency of a new brand of coking coal if it is a candidate to be imported.

The Relationship between Physical Characteristics and Walking Ability in Elderly: A Cross-Sectional Study (노인들의 보행 능력과 신체적인 특성 간의 상관관계: 단면 연구)

  • Park, Mi-Hee;Park, Hyun-Ju;Oh, Duck-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.6
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    • pp.2664-2671
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    • 2012
  • This study aimed to investigate the relationship between physical characteristics and walking ability in the elderly population. Subjects were 77 elderly (38 men and 39 women) who are capable of walking independently with and without walking aids. Correlation and stepwise multiple linear regression analyses were used to analyze the relationship between physical characteristics (age, gender, height, weight, body mass index, muscle mass, waist/hip ratio, heart rate, vital capacity, flexibility, maximum oxygen consumption, one-leg standing time, and strength of knee flexor and extensor) and walking velocity of subjects. Age, height, vital capacity, one-leg standing time, and strength of knee flexor and extensor showed significant correlations with walking velocity of subjects (p<.05). Further, the strength of knee flexor explained 27% of the variance, and up to 32% of the walking velocity could be explained when the strength of knee extensor were added to the model. The findings suggest that walking velocity of elderly depends on the strength of lower limb's strength and a variety of physical characteristics.

A Study on Interior Design Improvement of the Accommodation Area in RO-PAX Ships (로팍스여객선 거주구 실내디자인 개선방안에 관한 연구)

  • Park, Jin;Lee, Han-Seok;Pak, Sang-Wook
    • Journal of Navigation and Port Research
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    • v.44 no.1
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    • pp.1-9
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    • 2020
  • The purpose of this study was to investigate user satisfaction by identifying the problems and suggesting Improvement plans of interior design in the accommodation area of Ro-Pax ships. First, the characteristics of Ro-P ax ships' accommodation area through previous studies and references, and then a field survey was conducted on seven kinds of Ro-Pax ships. Based on the field study, a questionnaire survey was administered targeting 38 experts involved in passenger ships who indicated that public facilities were the most unsatisfactory of interior design in accommodation areas. As a result of Multiple Linear Regression Analysis, the satisfaction of color showed the highest influence on user satisfaction in accommodation areas, and required the standard of the interior design in accommodation areas. The suggested results of research were the types and layout of public facilities, improvement of color design, provision of interior design standard for accommodation areas, and improvement plans for interior design of Ro-Pax ships.

Convergence Analysis of the Factors Influencing Clinical Competency among Nursing Students Participated in Simulation-based Practice (시뮬레이션 실습을 경험한 간호대학생의 임상수행능력에 영향을 미치는 융합적 요인)

  • Yang, Seung Ae
    • Journal of Internet of Things and Convergence
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    • v.5 no.2
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    • pp.55-66
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    • 2019
  • Objectives: The purpose of the study was to identify the factors influencing the nursing students' Clinical Competency. Methods: A sample of convenience was 185 nursing students, and a questionnaire was used to measure their self-leadership, critical thinking disposition, self-directed learning ability, problem solving ability and clinical competency. Results: A significant positive correlation was found among clinical competency, self-leadership, critical thinking disposition, self-directed learning ability and problem solving ability. Grade of which the participant was in, interpersonal relationship, critical thinking disposition, problem solving ability, and self-directed learning ability were significant predictive variables of which accounted for 53% of the variance in clinical competency. Conclusions: The results from this study can be used to develop the programs for improving clinical competency.

Factors Associated with the Lumbar Spine and Femoral Neck Bone Mineral Density in Korean Elderly Women (한국 여성 노인의 대퇴경부 및 요추 골밀도 관련 요인)

  • Kim, Young-Ran;Lee, Tae-Yong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.10
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    • pp.4943-4952
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    • 2013
  • This study was conducted among Korean women over aged 60 who participated in Korea National Health and Nutrition Examination Survey (KNHANES) (the 2nd and 3rd year at the 4th survey, and the 1st year at the 5th survey). The purpose of the study was to figure out a relation between femoral neck and lumbar spine bone mineral density and anthropometry, life style, diet, fracture history, family history of osteoporosis, medical history, menstrual history and reproductive factor. To express the strength of the associations, percent differences were calculated from multiple linear regression models using the formula ${\beta}{\times}$(unit/mean BMD). Unit for continuous variables were chosen to approximate 1 standard deviation(SD). In women aged 60 or older, lean mass(B: 0.257) and fat mass(B: 0.237) greatly influenced bone density in the femoral neck and lumbar spine. Therefore it will be an effective way to prevent osteoporosis for elderly women by increasing lean mass and maintaining proper weight.

Effect of Passion to Motivation on Major Students for Security Martial Arts (경호무도 전공생의 동기가 열정에 미치는 영향)

  • Kim, Dong-Hyun;Im, Tae-Hee
    • Korean Security Journal
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    • no.44
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    • pp.37-58
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    • 2015
  • The purpose of this study was to verify the effect of passion on major students for security martial arts. Participants were selected 393 undergraduate students who study security martial arts. Sampling was used by purposive sample method. Measurements were used with multi-dimensional passion and motivation scales. Statistic was executed descriptive statistics, exploratory factor analysis, Pearson's correlation and multiple linear regression. The results of this study were as follows: First, motivation of student for security martial arts has influencing relationship with harmonious passion. Second, motivation has influencing relationship with obsessive passion. Third, motivation has influencing relationship with sense of unity. Forth, motivation has influencing relationship with preference of passion. Fifth, motivation has influencing relationship with value of passion. Sixth, motivation has influencing relationship with investment of passion. That is, internal motivation such as giving value and inner satisfaction gives positive effect to passion above mentioned factors but a motivation gives negative effect to passion.

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Estimation of discharge coefficients of the broad-crested side weir with various levee's side slope of main channel (본류수로의 제방사면경사에 따른 광정횡월류위어의 유량계수 산정)

  • Kang, Ho-Seon;Cho, Hong-Je
    • Journal of Korea Water Resources Association
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    • v.49 no.11
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    • pp.941-949
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    • 2016
  • The flow characteristics of the broad-crested side weir considering the levee's side slope of main channel ($ES_{ch}$) was investigated through hydraulic experiment in order to estimate the discharge coefficient equation. For applicability to actual river, levee's side slope of main channel 1:0.5, 1:1 and 1:2 were selected. Experimental results show that the new estimated equation for the discharge coefficient including $ES_{ch}$ is reasonable and effective in actual applications by comparing estimated and measured discharge over side weirs. Through a multiple linear regression analysis the importance of variabes were ordered as $ES_{ch}$ > $h/y_u$ > $L/y_u$ > $Fr_u$. Especially the discharge coefficient equation without $Fr_u$ was suggested, and the high applicability was reviewed by comparing the measured and calculated overflow of broad-chested side weir.

Relationship between Knowledge about Hepatitis B among Dental Hygiene Students Received Education and Clinical Practice (일부 치위생과 학생들의 교육수혜 및 임상실습에 따른 B형간염에 대한 이론적 지식의 관련성)

  • Choi, Sung-Suk;Lee, Kye-Hee
    • The Journal of Korean Society for School & Community Health Education
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    • v.14 no.2
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    • pp.75-83
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    • 2013
  • Objective: The purpose of this study was to obtain the basic data for the establishment of the curriculum from the analysis of knowledge about hepatitis B among dental hygiene students. Methods: Data was collected from the students of two colleges majoring in dental hygiene in Daegu, using questionnaire. They were the students of the 1st, 2nd, and 3 grade, in total 390 student. The analysis was made using t-test, (one-way ANOVA), and multiple linear regression analysis. These were conducted using spss 14.0 version Results: Hepatitis B in the theoretical knowledge 'yes' if the answer 'When one of the family member is contaminated with Hepatitis the other members have to take the physical examination and vaccination against Hepatitis' to 86.7 % was the highest. The educational experience(p<0.01) and hepatitis B vaccination(p<0.001) of the mean difference between the groups investigated were statistically significant. Third grade, the higher the knowledge of hepatitis B was found to be lower relationship showed a statistically significant negative(p<0.05), clinical experience, the more experience, the more hepatitis B vaccinations were higher statistical knowledge relationship showed a significant positive(p<0.01). Conclusion: Currently dental hygiene curriculum is offered as a regular dental infection control subject, but more specific and systematic infection prevention subjects are required through continuing education program. In addition, for the admission of the students majoring in dental hygiene hepatitis B vaccination plan should be mandatory.

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