• Title/Summary/Keyword: partial correlation analysis

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Study on Multi Parameter Measurement and Analysis of Distribution High Voltage Cable Connection Part (배전용 특고압 케이블 접속재의 다변수 측정 분석 연구)

  • Song, Ki-Hong;Bae, Young-Chul;Kim, Yi-Gon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.1
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    • pp.53-60
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    • 2021
  • High voltage CV cables have been widely installed underground due to their convenience and urban aesthetics. However, cable accidents have occurred frequently owing to poor construction and natural degradations. This paper proposes the method to measure the multi parameter measurement for optimum diagnostics of high voltage cable connection parts and verifies its technical usefulness. This measurement is intended to diagnose degradations of cable connection parts by using simultaneous vibration and thermography as well as partial discharge(PD). The experiment in a shielded laboratory was carried out to verify the usefulness of the multi parameter measurement. The experiment defined the degradation of the cable connection part as 12 types, and produced each degradation sample. As a result of experiment, it was possible to check the correlation of vibration signals with regard to progress in some defects. In the case of thermography, the coherence with regard to the progress of some defects was found. We figure that the proposed method would be useful also in the noise environment.

Relationship between Obesity, Gingival Inflammation, and Periodontal Bacteria after 4-Week Weight Control Program in 20's

  • Seo, Min-Seock;Hwang, Soo-Jeong
    • Journal of dental hygiene science
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    • v.22 no.2
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    • pp.99-107
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    • 2022
  • Background: Obesity weakens acquired immunity and causes infection. This study aimed to investigate the relationship between the inflammatory markers in the gingival crevicular fluid and serum and periodontal bacteria in saliva through obesity control for 4 weeks. Methods: Forty-six subjects with a body mass index (BMI) of ≥23 kg/m2 stayed in the camp for 4 weeks, followed by exercise and a low salt-low fat diet. Body size measurements, oral examinations, blood, saliva, and gingival crevicular fluid were collected before and after the program. C-reactive protein (CRP) in serum, matrix metalloproteinase (MMP)-8, MMP-9, and interleukin (IL)-1β in the gingival sulcus fluid were measured. After extracting bacterial genomic DNA from saliva, the presence of periodontal bacteria were detected using Taq probe. The relationship of each index before and after the program was analyzed through paired t-test and partial correlation analysis. Results: Campylobacter rectus (Cr) increased after the program, and there was no significant change in other bacteria. Serum CRP and Fusobacterium nucleatum (Fn), Aggregatibacter actinomycetemcomitans, Cr, ratio of Fn, and ratio of Cr had a positive relationship at baseline; however, the relationship was not significant after the program. Ratio of Prevotella intermedia had a positive relationship with MMP-9, MMP-8, IL-1β at baseline. Moreover, the ratio of Treponema denticola and the ratio of Tannerella forsythia showed a positive relationship with MMP-8, MMP-9, and IL-1β. The relationship between the ratio of Porphyromonas gingivalis and IL-1β showed a constant positive relationship at baseline and after the program. Conclusion: Obesity control program in subjects with a BMI of ≥23 kg/m2 accompanied by diet and exercise did not affect the changes in periodontal bacteria itself, but changes in the relationship between periodontal bacteria and serum CRP, the relationship between the inflammatory index in the gingival crevicular fluid and periodontal bacteria was observed.

Perception of Clinical Ladder System, Professional Self-Concept, Self-Efficacy, and Organizational Commitment by the Level of Clinical ladder among Intensive Care Unit Nurses (중환자실 간호사의 경력개발제도에 따른 경력개발제도의 인식, 전문직 자아개념, 자기효능감, 조직몰입)

  • Lee, Ji Hyun;Choi, Su Jung
    • Journal of Korean Critical Care Nursing
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    • v.15 no.3
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    • pp.51-61
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    • 2022
  • Purpose : This study aimed to verify the effectiveness of the clinical ladder system (CLS) by identifying the perception of the CLS, professional self-concept, self-efficacy, and organizational commitment among intensive care unit (ICU) nurses. Methods : Data were collected through a questionnaire survey of 173 nurses working in 11 ICUs at a tertiary hospital in Seoul. Results : The perception of the CLS, self-efficacy, and organizational commitment showed significant difference according to the CLS level. As a result of the partial Spearman correlation analysis after adjusting for demographic difference according to CLS (age, marital status, education, and clinical career), CLS positively correlated with the perception of the CLS (r=.16, p=.045), professional self-concept (r=.24, p=.001), and self-efficacy (r=.21, p=.007). On the contrary, organizational commitment negatively correlated with the perception of the CLS (r=-.43, p<.001) and self-efficacy (r=-.32, p<.001). Conclusion : The CLS is effective for professional self-concept and self-efficacy. However, specialists 2 nurses, who had high professional self-concept and self-efficacy, showed low level of organizational commitment. Thus, it is necessary to examine the factors of work burden and career plateau that are imposed after promotion and improve experience and planning according to the growth needs. Moreover, regular evaluation of the CLS will require hospital support to ensure that ICU nurses appreciate and actively participate in the support.

The Effects of Internet Utilization on the Life Satisfaction of the Elderly -The Mediating Effect of Social Activity- (노인의 인터넷활용이 생활만족도에 미치는 영향 -사회활동의 매개효과를 중심으로-)

  • Jeong, Kyu Hyoung;Yun, Ji Hee;Kim, Jong Sung
    • Korean Journal of Social Welfare Studies
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    • v.44 no.2
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    • pp.359-385
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    • 2013
  • The study looked into the effect of internet utilization (utilization frequency and utilization ability in internet) on the life satisfaction level for the elderly in depth. In order to verify the correlation of two variables, a mediating model structured by ego integrity was used which gave out the Seoul welfare panel data created by Seoul welfare foundation in 2010. The total sample size was a group of 1862 elders aged over 60. When it came to our research methods, structured equation analysis was applied to verify the mediating effect and theoretical background. The findings are as follows: First, elderly's utilization frequency in internet is not an influencing factor to life satisfaction and elderly's utilization ability in internet is an influencing factor to life satisfaction. Second, the level of social activity did function as partial mediator on relationship between elderly's utilization ability in internet and life satisfaction. This study indicates theoretical and practical interventions to promote elderly's utilization in internet.

Characterization of Brain Microstructural Abnormalities in High Myopia Patients: A Preliminary Diffusion Kurtosis Imaging Study

  • Huihui Wang;Hongwei Wen;Jing Li;Qian Chen;Shanshan Li;Yanling Wang;Zhenchang Wang
    • Korean Journal of Radiology
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    • v.22 no.7
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    • pp.1142-1151
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    • 2021
  • Objective: To evaluate microstructural damage in high myopia (HM) patients using 3T diffusion kurtosis imaging (DKI). Materials and Methods: This prospective study included 30 HM patients and 33 age- and sex-matched healthy controls (HCs) with DKI. Kurtosis parameters including kurtosis fractional anisotropy (FA), mean kurtosis (MK), axial kurtosis (AK), and radial kurtosis (RK) as well as diffusion metrics including FA, mean diffusivity, axial diffusivity (AD), and radial diffusivity derived from DKI were obtained. Group differences in these metrics were compared using tract-based spatial statistics. Partial correlation analysis was used to evaluate correlations between microstructural changes and disease duration. Results: Compared to HCs, HM patients showed significantly reduced AK, RK, MK, and FA and significantly increased AD, predominately in the bilateral corticospinal tract, right inferior longitudinal fasciculus, superior longitudinal fasciculus, inferior fronto-occipital fasciculus, and left thalamus (all p < 0.05, threshold-free cluster enhancement corrected). In addition, DKI-derived kurtosis parameters (AK, RK, and MK) had negative correlations (r = -0.448 to -0.376, all p < 0.05) and diffusion parameter (AD) had positive correlations (r = 0.372 to 0.409, all p < 0.05) with disease duration. Conclusion: HM patients showed microstructural alterations in the brain regions responsible for motor conduction and vision-related functions. DKI is useful for detecting white matter abnormalities in HM patients, which might be helpful for exploring and monitoring the pathogenesis of the disease.

A Study on Environmental Impact Assessment and Improvement Measures Around Construction Waste Intermediate Processing Sites in Rural Areas (농촌지역의 건설폐기물 중간처리 사업장 주변 환경 영향 평가 및 개선방안 연구)

  • Jang, Kyong-Pil;Kim, Byung-Yun
    • Journal of the Korean Institute of Rural Architecture
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    • v.26 no.2
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    • pp.65-72
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    • 2024
  • In order to analyze the impact of fine dust generated from a construction waste intermediate processing site on the surrounding areas, diverse types of samples were collected from inside the site and surrounding areas. The impact analysis results of samples are as follows. (1) Compared to the air quality management standards by the Ministry of Environment, the concentration of fine dust within the site was 30 to 46% for PM10 and 14 to 42% for PM2.5, which was not much different from the general air quality level. (2) It was found that PM10 within the site may have a partial effect on the air quality, but when the blocking facilities in the site, wheel washing facilities at vehicle entry and exit route, and sprinkler during working were maintained, the impact on the nearby area was not high. (3) In the case of PM2.5, its concentration was influenced more by the exhaust fumes from work vehicles than fine dust generated during construction waste processing. Since the PM2.5 concentrations in the site and surrounding area were not much different from the general air quality, there was little correlation with the work impact of construction waste intermediate processing sites. (4) Pb, an indicator of heavy metal components, was within 50ng/m3 in all three sites, which was 10% of the domestic management standard and equivalent to the general air quality level. The complaints from residents in nearby areas were filed using indicators based on visual and experiential information in their daily lives, so even if the survey results of environmental impact by the construction intermediate waste processing site are lower than the standard, nearby residents can feel it better than such numerical information. Therefore, specific activities to reduce find dusts should be continuously continued.

The Mediating Effects of Learning Flow between Optimism and Career Adaptability in Nursing Students (간호대학생의 낙관성과 진로적응력의 관계에서 학습몰입의 매개효과)

  • Kyung-Ha Kim
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1394-1402
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    • 2023
  • This study is a descriptive research study to conducted the mediating effect of learning flow in the relationship between optimism and career adaptability in order to improve the career adaptability of nursing students. The subjects were students enrolled in the nursing department of 4-year universities in G and M cities. Data were collected from April to May 2023. The collected data were analyzed by descriptive statistics, Pearson's correlation coefficient, and Baron and Kenny's regression analysis. As a result of the study, first, optimism showed a positive effect on learning flow. Second, optimism showed a positive effect on career adaptability. Third, learning flow showed a partial mediating effect on the relation between optimism and career adaptability. From this, these findings suggest that strategies to promote a optimism and learning flow should be operated in order to improve the career adaptability of nursing students in the nursing education field.

Musculoskeletal Health of the Adults Over 50 Years of Age in Relation to Antioxidant Vitamin Intakes

  • Namhee Kim;Yeji Kang;Yong Jun Choi;Yunhwan Lee;Seok Jun Park;Hyoung Su Park;Miyoung Kwon;Yoon-Sok Chung;Yoo Kyoung Park
    • Clinical Nutrition Research
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    • v.11 no.2
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    • pp.84-97
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    • 2022
  • As the proportion of the elderly population increases rapidly, interest in musculoskeletal health is also emerging. Here, we investigated how antioxidant vitamin intake and musculoskeletal health are related. Adults aged 50 to 80 years with a body mass index (BMI) of 18.5 to 27.0 kg/m2 were included. Bone mineral density (BMD), lean mass (LM), appendicular skeletal muscle mass index (ASMI) were measured using dual-energy X-ray absorptiometry (DXA), and the grip strength and knee extension using hand dynamometer. Nutrient intakes were measured using a 24-hour recall questionnaire. A total of 153 adults (44 men and 109 women) participated in this study. A partial correlation analysis showed a significant positive relationship between vitamin E and BMD and between vitamin C and LM/Height. Participants were classified into three groups according to whether their vitamin E and C intake met the recommended intake for Dietary Reference Intakes for Koreans (KDRIs). The prevalence of having low T-score (< -1.0) and low ASMI (< 7.0 for men and < 5.4 for women) was 51.3% and 15.4% in the group with vitamins C and E intakes below KDRIs. After adjusting for sex, smoking status and energy, protein, vitamin D, and calcium intake, the group with vitamins C and E both below the KDRIs displayed a significantly lower BMD at all test sites and LM/Height compared with vitamin C and/or E intake above the KDRIs groups. We conclude that sufficient intake of vitamin E and C is important for maintaining BMD and lean mass in Korean adults over 50 years of age.

Design of a Wastewater Treatment Plant Upgrading to Advanced Nutrient Removal Treatment Using Modeling Methodology and Multivariate Statistical Analysis for Process Optimization (하수처리장의 고도처리 upgrading 설계와 공정 최적화를 위한 다변량 통계분석)

  • Kim, MinJeong;Kim, MinHan;Kim, YongSu;Yoo, ChangKyoo
    • Korean Chemical Engineering Research
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    • v.48 no.5
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    • pp.589-597
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    • 2010
  • Strengthening the regulation standard of biological nutrient in wastewater treatment plant(WWTP), the necessity of repair of WWTP which is operated in conventional activated sludge process to advanced nutrient removal treatment is increased. However, in full-scale wastewater treatment system, it is not easy to fine the optimized operational condition of the advanced nutrient removal treatment through experiment due to the complex response of various influent conditions and operational conditions. Therefore, in this study, an upgrading design of conventional activated sludge process to advanced nutrient removal process using the modeling and simulation method based on activated sludge model(ASMs) is executed. And a design optimization of advanced treatment process using the response surface method(RSM) is carried out for statistical and systematic approach. In addition, for the operational optimization of full-scale WWTP, a correct analysis about kinetic variables of wastewater treatment is necessary. In this study, through partial least square(PLS) analysis which is one of the multivariable statistical analysis methods, a correlation between the kinetic variables of wastewater treatment system is comprehended, and the most effective variables to the advanced treatment operation result is deducted. Through this study, the methodology for upgrading design and operational optimization of advanced treatment process is provided, and an efficient repair of WWTP to advanced treatment can be expected reducing the design time and costs.

A Study on the Effects of Corporate Association in Family Restaurants upon Customer's Company Evaluation - Focused on the Medicating Roles of Service Valuation - (패밀리 레스토랑에 대한 고객의 기업 연상이 기업평가에 미치는 영향연구 - 서비스 평가의 매개역할을 중심으로 -)

  • Jung, Hyo-Sun;Yoon, Hye-Hyun
    • Culinary science and hospitality research
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    • v.15 no.3
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    • pp.166-178
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    • 2009
  • The purpose of this study was to understand the influence of corporate association in family restaurants upon the customer's service valuation and company evaluation and to empirically analyze whether the service valuation plays a mediating role between the corporate association and the company evaluation. Self-administered questionnaires were completed by 301 customers and the data were analysed by frequency, factor analysis, reliability analysis, correlation analysis and multiple regression analysis. The primary results are as follows. Multiple regression analysis, to verify the hypothesis, showed that corporate association(corporate competence association $\beta$=0.636; corporate social responsibility association $\beta$=0.091) in family restaurants had positively significant influence upon service valuation, and service valuation($\beta$=0.567) had positively significant influence on company evaluation. As a result of analyzing the mediating effects, the direct effects(corporate competence association $\beta$=0.166; corporate social responsibility association $\beta$=0.123) of the corporate association in family restaurants upon customer's corporate evaluation were indicated to be smaller than the total effects(corporate competence association $\beta$=0.430; corporate social responsibility association $\beta$=0.161). Accordingly, the partial mediating effect was surveyed to exist that has influence upon company evaluation through service evaluation without explaining 100% directly in evaluation on corporate association.

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