• 제목/요약/키워드: correlation analyses

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Perceptions and Use of Open Access Journals by Nigerian Postgraduate Students

  • Ayeni, Philips Oluwaseun
    • Journal of Information Science Theory and Practice
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    • v.5 no.1
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    • pp.26-46
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    • 2017
  • This article investigates perceptions and use of Open Access journals (OAJs) by master's degree students in two universities in the southwestern part of Nigeria. A descriptive survey design was used in the study and the study population was comprised of 7,423 master's degree students in the University of Ibadan and 1,867 from Obafemi Awolowo University. A multistage random sampling technique was used to select a sample size of 249 and the data collection instrument was a structured questionnaire. Data were analyzed using frequency counts, percentages, mean, standard deviation, correlation, and regression analyses. The findings revealed that OAJs were used for learning, dissertation writing, personal research, and development. OAJs were not frequently used because of download delays, unavailability of Internet facilities, and limited access to computers terminals, among other issues. OAJs were found to be of relative advantage, positively perceived, and found to be compatible with existing values and quality assurance in scholarly publications, hence their use for academic activities. The regression analyses showed that there was a significant positive relationship between positive perception, perception of relative advantage, perception of compatibility, perception complexity, and master's degree students' use of OAJs. Negative perception was found to have a significant negative correlation with the use of OAJs. This article recommends that quality assurance of OAJs should be ensured in order to boost users' positive perceptions to increase their patronage and usage of these scholarly outlets for various academic activities, which will in turn encourage research and development across the various institutions of higher learning in Nigeria.

Estimating Groundwater Level Change Associated with River Stage and Pumping using Time Series Analyses at a Riverbank Filtration Site in Korea

  • Cheong, Jae-Yeol;Hamm, Se-Yeong;Kim, Hyoung-Soo;Lee, Soo-Hyoung;Park, Heung-Jai
    • Journal of Environmental Science International
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    • v.26 no.10
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    • pp.1135-1146
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    • 2017
  • At riverbank filtration sites, groundwater levels of alluvial aquifers near rivers are sensitive to variation in river discharge and pumping quantities. In this study, the groundwater level fluctuation, pumping quantity, and streamflow rate at the site of a riverbank filtration plant, which produces drinking water, in the lower Nakdong River basin, South Korea were interrelated. The relationship between drawdown ratio and river discharge was very strong with a correlation coefficient of 0.96, showing a greater drawdown ratio in the wet season than in the dry season. Autocorrelation and cross-correlation were carried out to characterize groundwater level fluctuation. Autoregressive model analysis of groundwater water level fluctuation led to efficient estimation and prediction of pumping for riverbank filtration in relation to river discharge rates, using simple inputs of river discharge and pumping data, without the need for numerical models that require data regarding several aquifer properties and hydrologic parameters.

Tailoring Psychosocial Risk Assessment in the Oil and Gas Industry by Exploring Specific and Common Psychosocial Risks

  • Bergh, Linn Iren Vestly;Leka, Stavroula;Zwetsloot, Gerard I.J.M.
    • Safety and Health at Work
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    • v.9 no.1
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    • pp.63-70
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    • 2018
  • Background: Psychosocial risk management [Psychosocial Risk Management Approach (PRIMA)] has, through the years, been applied in several organizations in various industries and countries globally. PRIMA principles have also been translated into international frameworks, such as PRIMA-EF (European framework) and the World Health Organization Healthy Workplace Framework. Over the past 10 years, an oil and gas company has put efforts into adopting and implementing international frameworks and standards for psychosocial risk management. More specifically, the company uses a PRIMA. Methods: This study explores available quantitative and qualitative risk data collected through the PRIMA method over the past 8 years in order to explore specific and common psychosocial risks in the petroleum industry. Results: The analyses showed a significant correlation between job resources and symptoms of work-related stress, there was a significant correlation between job demands and symptoms of work-related stress, and there were differences in psychosocial risk factors and symptoms of work-related stress onshore and offshore. The study also offers recommendations on how the results can further be utilized in building a robust system for managing psychosocial risks in the industry. Conclusion: The results from the analyses have provided meaningful and important information about the company-specific psychosocial risk factors and their impact on health and well-being.

Development and Validation of a Recognition Scale for Childcare Teachers' Rights (보육교사 권리 인식 척도 개발 및 타당화)

  • Jaekyeong Suk;Jungmin Kim
    • Korean Journal of Childcare and Education
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    • v.19 no.6
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    • pp.1-19
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    • 2023
  • Objective: The aim of the present study was to develop and validate a recognition scale for childcare teachers' rights. Methods: Statistical methods for data analysis involved the use of SPSS 20.0 and AMOS 20.0. To confirm the reliability and validity of the developed scale, various analyses, including item quality assessment, item discrimination, exploratory factor analysis, confirmatory factor analysis, and Pearson correlation analysis, were conducted. The maximum likelihood estimation method was employed for model fitting. Goodness of fit was assessed using SRMR, RMSEA and its 90% confidence interval, CFI, and TLI. Through these analyses, the scale's reliability and validity exceeded the standard. Consequently, 5 factors and 30 questions were ultimately selected as the recognition scale for childcare teachers' rights. Results: First, a recognition scale for childcare teachers' rights was developed to reflect changes in childcare settings. Second, an objective measurement was incorporated into the recognition scale of childcare teachers' rights. Third, the analysis using the proposed scale revealed a correlation between the recognition of childcare teachers' rights and life satisfaction. Conclusion/Implications: The study developed a scale capable of objectively measuring the recognition of childcare teachers' rights.

Vegetation Height and Age Estimation using Shuttle Radar Topography Mission and National Elevation Datasets (SRTM과 NED를 활8한 산림수고추정 및 수령 추정)

  • Kim Jin-Woo;Heo Joon;Sohn Hong-Gyoo
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2006.04a
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    • pp.305-309
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    • 2006
  • SAR (Synthetic Aperture Radar) technology, which is not influenced by cloud cover because of using electromagnetic wave of long wavelength, has an advantage in mapping the earth. NASA, recognizing these strong points of SAR, launched SRTM (Shuttle Radar Topography klission), and acquired the topographic information of the earth. SRTM and NED (National Elevation Data) of USGS were used for the research and vegetation height map was produced through differentiating the two data. Correlation between SRTM-NED and planting year was analyzed to see the relationship. Strong correlation was detected and it shows the feasibility of estimating timber age and eventually creating timber age map from SRTM-NED. Additional analyses were conducted to check if the linearity is influenced by regional characteristics and forest uniformity. As results, the correlation between SRTM-NED and timber age is influenced by roughness of the terrain. Overall, this paper shows that timber age estimation using SRTM and NED can be sufficiently practical.

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Relationships among Maternal Self-Perception, Parenting Behavior, Kindergartener's Temperament and Social Competence (어머니의 자기-지각, 양육행동 및 유아의 기질과 유아의 사회적 능력)

  • Hong, Kye Ok
    • Korean Journal of Child Studies
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    • v.22 no.2
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    • pp.181-194
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    • 2001
  • This study examined relationships among maternal self-perception, parenting behavior, kindergartener's temperament, and social competence. The subjects were 112 kindergartners and their mothers. Instruments were the modified Self-Perception Profile for Adults, the Iowa Parent Behavior Inventory, the Parent and Teacher Temperament Questionnaire for children 3-7 years of age, and the Iowa Social Competency Scales. The data were analyzed by Pearson's correlation, connonical correlation and regression. Results showed significant correlations among maternal self-perception, parenting behaviors, kindergartener's temperament and social competence. Findings from analyses by cannonical correlation and regression revealed that maternal self-perception, parenting behaviors, and children's temperament are important variables for predicting social competence in children.

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The Relations of Mothers' Self-Esteem and Facilitative Communication to Child's Self-Esteem (어머니의 자아존중감, 촉진적 의사소통과 아동의 자아존중감과의 관계)

  • Lee, In Young;Lee, Hee Ja
    • Korean Journal of Child Studies
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    • v.16 no.2
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    • pp.113-124
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    • 1995
  • The objective of this study was to clarify the relations among mothers' self-esteem and facilitative communication, to children's self-esteem, and facilitative communication and then to inquire into how these relationships relatively contribute to children's self-esteem. Subjects were 206 elementary school children and their mothers in Anjang. Two types of instruments were used in this study. To measure the children's and mothers' self-esteem, SEI(Self-Esteem Inventory) was to used. To measure mothers' facilitative communication levels, "Mothers' Facilitative Communication Scales" was constructed by the researcher. The statistical procedures used for collected data analyses were correlation, one-way ANOVA, multiful regression. The findings are as following: 1. A significant static correlation was found between mothers' self-esteem and children's self-esteem. 2. Also, a significant static correlation was revealed between mothers' facilitative communication level and children's self-esteem. 3. The level of mothers' facilitative communication discloses a significant difference depending upon the mothers' self-esteem. 4. Mothers' level of facilitative communication affected children's self-esteem rather than the mothers' self-esteem.

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Factors Influencing on Mental Health of Adults Who Have Experienced Bereavement (사별을 경험한 성인의 정신건강 영향요인)

  • Gang, Moonhee;Kim, Sun Hee
    • Journal of Korean Academy of Psychiatric and Mental Health Nursing
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    • v.28 no.2
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    • pp.156-164
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    • 2019
  • Purpose: The aim of this study was to identify factors influencing on the mental health in bereaved adults. Methods: A descriptive and correlational study was conducted in 160 adults who had experienced bereavement. The collected data was analyzed using descriptive statistics, Pearson's correlation, and hierarchical multiple linear regression analyses with SPSS 26.0. Results: The participants' mental health showed a positive correlation with complicated grief (r=.31, p<.001) and a negative correlation with grief and meaning reconstruction (r=-.30, p<.001). Sex, sleeping time, intimacy with the deceased, grief reaction, and grief and meaning reconstruction were significant factors influencing on the mental health. The total explanatory power of these variables was 31.8%. Conclusion: It is necessary to explore the persistent and impairing grief after experiencing bereavement. Our study findings will be fundamental evidence to develop nursing interventions to improve adult mental health dealing with bereavement and grief.

Correlation analysis of human urinary metabolites related to gender and obesity using NMR-based metabolic profiling

  • Kim, Ja-Han;Park, Jung-Dae;Park, Sung-Soo;Hwang, Geum-Sook
    • Journal of the Korean Magnetic Resonance Society
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    • v.16 no.1
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    • pp.46-66
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    • 2012
  • Metabolomic studies using human urine have shown that human metabolism is altered by a variety of environmental, cultural, and physiological factors. Comprehensive information about normal human metabolite profiles is necessary for accurate clinical diagnosis of disease and for disease prevention and treatment. In this study, metabolite correlation analyses, using $^1H$ nuclear magnetic resonance (NMR) spectroscopy coupled with multivariate statistics, were performed on human urine to compare metabolic differences based on gender and/or obesity in healthy human subjects. First, we applied partial least squares discriminant analysis to the NMR spectral data set to verify the data's ability to discriminate by gender and obesity. Then, the differences in metabolite-metabolite correlation between male and female, and between normal and high body mass index (obese) subjects were investigated through pairwise correlations. Creatine and several metabolites, including isoleucine, trans-aconitate, and trimethylamine N-oxide (TMAO), exhibited different quantitative relationships depending on gender. Dimethylamine had a different correlation with glycine and TMAO, based on gender. The correlation of TMAO with amino acids was considerably lower in obese, compared to normal, subjects. We expect that the results will shed light on the metabolic pathways of healthy humans and will assist in the accurate diagnosis of human disease.

Correlation Analysis between MBI and MMSE after Exercise Program for Dementia Elderly (치매노인을 위한 운동프로그램 적용후 MBI와 MMSE 사이의 상관관계분석)

  • Park Rae-Joon;Lee Heun-Ok;Kim Seong-Hak
    • The Journal of Korean Physical Therapy
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    • v.12 no.2
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    • pp.83-93
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    • 2000
  • 29 dementia patients over 60 years of no in the nursing home were assigned to execute rehabilitation program a month for 3 months. 1 evaluated MBI scores and MMSE scores and analyzed correlation between both scores. Analyses of results were as follows : 1. In the experimental group with rehabilitation program. ADL and cognitive function were improved significantly(p<0.05). 2. In the control group with no rehabilitation program. ADL was decreased significantly(p<0.05), cognition was not changed (pgt;0.05). 3. There were significant rises in MBI scores and MMSE scores in the experimental group(p<0.05). 4. There was a significant fall in MBI scores in the control group(p<0.05). a no change in MMSE scores in the control group(p>0.05). 5. There was strong correlation between ADL and cognition in the experimental group and the control group. 6. Inverse correlation revealed between the experimental group and the control group in ADL. 7. Inverse correlation revealed between the experimental group and the control group in cognition.

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