• Title/Summary/Keyword: partial correlation analysis

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The Relationship between Gymnasium Selection and Training Adherence of Security Martial Arts Trainees (경호무도 수련생의 도장선택과 수련지속의 관계)

  • Song, Gyu-Geun;Lee, Ki-Se;Min, Jae-Ki
    • Korean Security Journal
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    • no.27
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    • pp.107-128
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    • 2011
  • The purpose of this study was to determine the relationship between gymnasium selection and training adherence of security martial arts trainees. To this aim, this study selected 8 gymnasiums in Gyounggi and Incheon province and sampled 220 people above the fourth grade in elementary school. Out of these, 14 cases were dropped due to insufficient answers or incomplete answers, and 206 qualified cases were finally adopted for this study. Data were analyzed using exploratory factor analysis, reliability analysis and frequency analysis, MANOVA, correlation analysis and multiple regression analysis with SPSS 18.0. The results of this study were as follows. First, there were significant differences in gymnasium selection factors(instructor background, training program, public relations) depending upon the trainee's sex. Second, there were significant differences in gymnasium selection factors(training program, main others, public relations) depending upon the trainee's school grade. Third, there were no significant differences in training adherence factors depending upon the trainee's sex and school grade. Fourth, there were positive correlations between instructor background, training program and public relations-factors among gymnasium selection and management program, external and social relations-factors among training adherence. Fifth, the partial sub-factors of gymnasium selection have influenced training adherence. Consequently, security martial arts managers and instructors need to establish marketing strategies suitable for sex and school grade to recruit new security martial arts trainees. It may be considered that security martial arts instructors should construct the differentiated management system for trainees and the specialized training program for lasting training of new or existing security martial arts trainees.

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The Impact of Personal, Home, and School Environmental Factors on Middle School Students' Career Adaptability: Focusing on the Mediating Effect of Grit (중학생이 인지한 부모양육태도가 진로적응성에 미치는 영향: 그릿의 매개효과를 중심으로)

  • Su-Jeong Lee;Ki-Seong Lee
    • Journal of Industrial Convergence
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    • v.22 no.1
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    • pp.21-31
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    • 2024
  • The purpose of this study is to analyze the impact of middle school students' perceived parenting attitudes (positive parenting attitude, negative parenting attitude) on career adaptability and to verify the mediating effect of grit in these influence relationships. For this purpose, 2,235 first-year middle school students from the Korea Children and Youth Panel Survey 2021 were selected as research subjects. Data analysis methods included frequency analysis, descriptive statistical analysis, correlation analysis, and regression analysis using the SPSS 26.0 program. The main research results are as follows: First, in the impact of parenting attitude on career adaptability, positive parenting attitude was significant as positive (+), and negative parenting attitude was negative (-). Second, in the effect of parenting attitude on grit, positive parenting attitude was significant as positive (+), and negative parenting attitude was negative (-). Third, grit was positively (+) significant to career adaptability. Fourth, in the relationship between parenting attitude and career adaptability, the mediating effect of grit was found to be a complete mediating effect with positive parenting attitude and a partial mediating effect with negative parenting attitude. Through this, practical suggestions were provided to improve middle school students' career adaptability.

Simultaneous estimation of fatty acids contents from soybean seeds using fourier transform infrared spectroscopy and gas chromatography by multivariate analysis (적외선 분광스펙트럼 및 기체크로마토그라피 분석 데이터의 다변량 통계분석을 이용한 대두 종자 지방산 함량예측)

  • Ahn, Myung Suk;Ji, Eun Yee;Song, Seung Yeob;Ahn, Joon Woo;Jeong, Won Joong;Min, Sung Ran;Kim, Suk Weon
    • Journal of Plant Biotechnology
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    • v.42 no.1
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    • pp.60-70
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    • 2015
  • The aim of this study was to investigate whether fourier transform infrared (FT-IR) spectroscopy can be applied to simultaneous determination of fatty acids contents in different soybean cultivars. Total 153 lines of soybean (Glycine max Merrill) were examined by FT-IR spectroscopy. Quantification of fatty acids from the soybean lines was confirmed by quantitative gas chromatography (GC) analysis. The quantitative spectral variation among different soybean lines was observed in the amide bond region ($1,700{\sim}1,500cm^{-1}$), phosphodiester groups ($1,500{\sim}1,300cm^{-1}$) and sugar region ($1,200{\sim}1,000cm^{-1}$) of FT-IR spectra. The quantitative prediction modeling of 5 individual fatty acids contents (palmitic acid, stearic acid, oleic acid, linoleic acid, linolenic acid) from soybean lines were established using partial least square regression algorithm from FT-IR spectra. In cross validation, there were high correlations ($R^2{\geq}0.97$) between predicted content of 5 individual fatty acids by PLS regression modeling from FT-IR spectra and measured content by GC. In external validation, palmitic acid ($R^2=0.8002$), oleic acid ($R^2=0.8909$) and linoleic acid ($R^2=0.815$) were predicted with good accuracy, while prediction for stearic acid ($R^2=0.4598$), linolenic acid ($R^2=0.6868$) had relatively lower accuracy. These results clearly show that FT-IR spectra combined with multivariate analysis can be used to accurately predict fatty acids contents in soybean lines. Therefore, we suggest that the PLS prediction system for fatty acid contents using FT-IR analysis could be applied as a rapid and high throughput screening tool for the breeding for modified Fatty acid composition in soybean and contribute to accelerating the conventional breeding.

Prediction of the Digestibility and Energy Value of Corn Silage by Near Infrared Reflectance Spectroscopy (근적외선분광법을 이용한 옥수수 사일리지의 소화율 및 에너지 평가)

  • Park Hyung-Soo;Lee Jong-Kyung;Lee Hyo-Won;Kim Su-Gon;Ha Jong-Kyu
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.26 no.1
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    • pp.45-52
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    • 2006
  • This study was carried out to explore the accuracy of Near Infrared Reflectance Spectroscopy (NIRS) fer the prediction of digestibility and energy value of corn silages. The spectral data were regressed against a range of digestibility and energy parameters using modified partial least squares(MPLS) multivariate analysis in conjunction with first and second order derivatization, with scatter correction procedure(SNV-Detrend) to reduce the effect of extraneous noise. Calibration models for NIRS measurements gave multivariate correlation coefficients of determination$(R^2)$ and standard errors of cross validation of 0.92(SECV 1.73), 0.91(SECV 1.13) and 0.93(SECV 1.74) for in vitro dry matter digestibility(IVDMD), in vitro true digestibility(IVTD), and cellulase dry matter digestibility(CDMD), respectively. The standard error of prediction(SEP) and the multiple correlation coefficient of validation$(R^2v)$ on the validation set(n=39) was used in comparing the prediction accuracy. The SEP value was 0.30(TDN), 0.01(NEL), and 0.01(ME). The relative ability of NIRS to predict digestibility and energy value was very good for CDMD, total digestible nutrients(TDN), net energy fer lactation(NEL) and metabolizable energy(ME). This paper shows the potential of NIRS to predict the digestibility and energy value of con silage as a routine method in feeding programmes and for giving advice to farmers.

The Mediating Effects in the Relationship among Workplace Bullying, Job Stress, and Nursing Organizational Culture after completing the course of 'Workplace Bullying Prevention Law' ('직장 내 괴롭힘 방지법' 교육을 이수한 간호사의 직장 내 괴롭힘과 직무스트레스 관계에서 간호조직문화의 매개효과)

  • Park, Inhee;Cho, Eunjeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.5
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    • pp.523-531
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    • 2020
  • The aim of this study was to determine the mediating effects in the relationships among nursing organizational culture, workplace bullying, and job stress of nurses. For the descriptive correlational study design, data were collected using a structured questionnaire from nurses at university hospitals (N=130). Statistical analysis was performed on the collected data using SPSS 22.0 statistics program. The mean scores of nurses for nursing organizational culture, workplace bullying, and job stress were 2.99±0.74, 1.85±0.65, and 2.50±0.35, respectively. Nursing organizational culture of nurses had a negative correlation with both workplace bullying (r=-0.45, p=0.001) and job stress (r=-0.61, p=0.001), whereas workplace bullying showed a positive correlation with job stress (r=0.42, p=0.001). Sobel test was conducted to verify the mediating effects, and nursing organizational culture was statistically significant as a partial mediating effect of 0.13 (sobel'z=-2.287, p<0.05) on the effect of workplace bullying of nurses on job stress. These results indicate that nursing organizational cultures need to be established to reduce workplace bullying. It is important to create a nursing work environment that can reduce job stress, a better understanding of the nursing organization cultures related to nursing tasks is crucial, and it is necessary to develop an institutional education strategy for prevention education in hospital organizations.

Effects of Emergency Department Nurses' Emotional Labor on Professional Quality of Life -Focusing on Mediating Effects of Emotional Dissonance- (응급실 간호사의 감정노동이 전문직 삶의 질에 미치는 영향 -감정부조화의 매개효과를 중심으로-)

  • Jeong, Hye-Lim;Lim, Kyung-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.491-506
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    • 2016
  • The purpose of this descriptive survey study was to explore the effects of emotional labor on professional quality of life of emergency department nurses and to elucidate any mediating effects of emotional dissonance between emotional labor and professional quality of life. A total of 227 nurses, including general, charge, and head nurses, who have worked in an emergency department at university hospitals, general hospitals, and junior general hospitals located in Gyeongnam, Daegu and Gyeongbuk areas over a period of 6 months. Data were collected between December 12 and December 29 of 2015. We analyzed the data with descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and three-step mediated regression analysis using SPSS/WIN 21.0 program. The average scores of emotional labor, compassion satisfaction, compassion fatigue, burnout, and emotional dissonance were 4.50 out of 7.00, 31.62 out of 50.00, 29.48 out of 50.00, 29.27 out of 50.00, and 5.02 out of 7.00, respectively. Emotional labor had significant effects on compassion fatigue and burnout, showing explanatory power of 12% and 29%, respectively. Emotional dissonance had partial mediating effects in the relationship between emotional labor and compassion fatigue and complete mediating effects in the relationship between emotional labor and burnout. In summary, to improve the professional quality of life of nurses, it is necessary to develop effective strategies to minimize their emotional labor and emotional dissonance.

Mediating Effect of Therapeutic Relationship with Mental Health Professionals in the Relation between Empowerment and Recovery of Community Dwelling Patients with a Mental Illnesst (지역사회 정신장애인의 임파워먼트와 회복 : 치료적 관계의 매개효과)

  • Oh, Mi-Hwa
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.211-220
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    • 2018
  • This study was conducted to identify the mediating effects of the therapeutic relationship with mental health professionals between empowerment and recovery in mental illness. The participants were 168 adults in two community mental health centers and three rehabilitation centers in Jeonbuk. The data were collected by structured questionnaires from April 15 to April 30, 2015 and analyzed using descriptive statistics, Pearson's correlation coefficient, and multiple regression analysis with the SPSS 19.0 statistical program. The mean score of empowerment for mental illness, recovery and therapeutic relationship were $60.4{\pm}10.85$, $101.8{\pm}20.70$ and $74.5{\pm}14.30$, respectively. There were significantly positive correlations between recovery in empowerment and therapeutic relationship (r=0.33, p<0.001), as well as empowerment and recovery (r=0.51, p<0.001), while there were significantly positive correlations between therapeutic relationship and recovery (r=0.55, p<0.001). Therapeutic relationship had a partial mediated effect between empowerment and recovery, which was found to be significant by the Sobel test (z=3.706, p<0.001). The results of this study can be used as basic data for development of a practical recovery-enhancing program to promote therapeutic relationships and improve empowerment in relation to therapist of the mentally disabled.

Exploring Variables Related to Students' Understanding of the Convergence of Basic and Applied Science (기초과학과 응용과학의 융합에 관한 학생들의 이해와 관련된 변인 분석)

  • Ha, Min-Su;Lee, Jun-Ki
    • Journal of The Korean Association For Science Education
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    • v.32 no.2
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    • pp.320-330
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    • 2012
  • Understanding the relation between basic science and applied science is important for students in understanding the importance of learning science, the relationship between scientific knowledge and human life, and for enhancing their science motivation. In this study, we evaluated the statistical validity of this hypothetical model and explored the effect of gender and students' preferred courses (e.g., humanities, science, and art) on four dependent variables. We also evaluated the differences of students' understanding across scientific domains and students' understanding concerning basic and applied scientific knowledge. Three hundred and twenty five 10th grade students participated in this survey research. Statistically, we employed bivariate correlation, partial correlation, path analysis, two-way ANOVA, and repeated measures ANOVA. Our findings illustrated that our hypothetical model was statistically valid. In addition, the significant interaction effects of gender and students' preferred courses on each dependent variable were shown. Students have different levels of understanding of the convergence of basic and applied science, the relation between scientific knowledge and human life, and the importance of learning science across scientific domains (e.g., physics, chemistry, earth science and biology).

Effect of Stopping Drinking, Using Alcoholic Liver Disease Questionnaire, DSOM and SF-36 (알코올성 간질환 변증 설문, DSOM, SF-36을 이용한 알코올성 간질환 환자의 금주 효과 연구)

  • Lee, Jae-Wang;Hong, Sang-Hoon;Park, Sang-Eun;Son, Ho-Young;Kim, Do-Gyoung;Lee, Seung-Yeon;Lee, Su-Young;Kim, Bo-Kyoung;Kang, Chang-Wan;Lee, In-Sun
    • The Journal of Internal Korean Medicine
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    • v.31 no.2
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    • pp.356-364
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    • 2010
  • Objectives : This study was done to evaluate the effect of stopping drinking, using alcoholic liver disease questionnaire, Diagnosis System of Oriental Medicine (DSOM) and Health Related Quality of Life (HRQOL). Methods : 49 men who satisfied the requirement participated in this trial. They stopped drinking for 6 weeks. They were analyzed using DSOM, alcoholic liver disease questionnaire and SF-36. The data were classified by age (<47,$\geq$48) and alcoholic intake per day (<100g,$\geq$100g). For HRQOL, the SF-36v2 Health Survey was used and Quality Metric Health Outcomes Scoring Software 2.0 (QualityMetric, Lincoln, RI, USA) was applied for the analysis. Results : The alcoholic liver disease questionnaire had a partial correlation with DSOM. Generally stopping drinking decreased Heat (熱). Especially in the group drinking over 100g per day, the correlation was high. In the group over 48 years old, spleen (脾) was improved comparatively. In the group with low HRQOL (PCS<31.43, MCS<23.33) deficiency (虛) was improved. Conclusions : We found that stopping drinking can improve pathogenic factors of alcoholic liver disease and the alcoholic liver disease questionnaire be a useful diagnostic method on alcoholic liver disease by comparison with DSOM.

The Effect in Heat Controlling and Perceptions Towards Home Furnishing Fabrics - Focus on Curtains and Draperies - (주택에서 내장재로 쓰이는 섬유의 절약효과와 소비자의식에 관한 연구 - 커어튼을 중심으로 -)

  • 윤복자
    • Journal of the Korean Home Economics Association
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    • v.20 no.1
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    • pp.65-77
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    • 1982
  • The intent of this study was to focus attention on the relationship between curtain fabrics and consumer perceptions towards curtains and draperies. This study consisted of the laboratory test for thermal transmittance of selected fabrics and the exploratory survey for consumer perceptions towards curtains and draperies. The objectives of the laboratory test were to measure fabric's thermal transmittance, thickness, and count which affect to the effect in heat controlling. Selected 23 fabrics were tested at Korean Yarn and Fabrics Testing Inspection Institute. The objectives of the exploratory survey were to determine sociodemographic factors; the stage of family life cycle, the economics status, and homemaker's level of education, and physical factors; the type of houses, the direction of windows, and the type of windows, affect consumer perceptions toward curtains and draperies. Questionaires were administered to 489 homemakers selected by a stratified propotional sampling plan, in Seoul in October, 1981. Data from responses were analyzed by T-test(Analysis of Varience) and Partial Correlation. The major findings are as follows; 1. The results of the laboratory test 1) The fabrics used for draperies had higher effect in heat controlling than the fabrics used for glass curtains. 2) It did not show much differences among the fibers in heat controlling. The thicker fibers, however, had the higher effect in heat controlling among same fibers. 3) The fabrics which had high level of effect I heat controlling were corduroy, flax, rayon, nylon, acetate, thick polyester, and thick polyacrylic. The fabrics which had midium level of affect in heat controlling were velveteen, velvet, and thin polyester. The fabrics which had low level of effect in heat controlling were cotton, silk, and thin polyarcylic. 4) The draperies with lining showed 2∼5 times more effective in heat controlling than the draperies without lining. 2. The results of the exploratory survey Consumer perceptions towards curtains and draperies consisted of functional, financial, and aesthetic perception. 1) Factor affecting functional perception towards curtains and draperies was the stage of family life cycle. Families in the contracting stage considered function of curtains and draperies significantly better than those in others stages. 2) Factors affecting financial perception towards curtains and draperies were the economic status, homemaker's level of education, the direction of windows, and the type of windows. However the correlation between the factors and financial perception was too low to explain the significance of tendency. 3) There was not any factors affecting aesthetic perception towards curtains and draperies.

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