• 제목/요약/키워드: partial correlation analysis

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Pennsylvania주 옥수수 재배 토양의 질소공급능력 평가 (N-supplying Capability Evaluation of Corn Field Soils in Pennsylvania)

  • 홍순달
    • 한국토양비료학회지
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    • 제31권4호
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    • pp.359-367
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    • 1998
  • 미국 Pennsylvania주 옥수수 재배 토양의 질소공급능력을 1986년부터 3년간 수행되었던 47개 토양의 화학성 및 정밀 토양도 속성들과의 회귀분석으로 평가 비교하였다. 질소공급능력과 가장 밀접한 상관을 보인 화학성은 $NO_3-N$ 함량($R^2=0.518$)이었으나 질소공급능력에 대한 표준화 편회귀계수는 년차간 변이를 보이며 0.578로 다른 성질들과 큰 차이를 보이지 않았다. 질소공급능력에 대한 다중선형 회귀분석은 단순 회귀분석에 비하여 양호한 평가를 보였으며 화학성들에 의한 결정계수는 $R^2=0.599$, 화학성과 Ap층 깊이의 정량적 지표들에 의한 계수는 $R^2=0.698$, 정량적 지표들과 정성적 지표들에 의한 계수는 $R^2=0.839$로 증가되었다. 이는 다중선형 회귀모델식이 단순 회귀모델식보다 토양의 질소공급능력을 보다 신뢰성 있게 평가할 수 있는 접근방법임을 보여주었다.

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병원간호사의 간호근무환경이 간호업무성과, 직무만족에 미치는 영향: 셀프리더십의 매개효과 (The effect of Nursing Work Environment of Hospital Nurses on Nursing Job Performance and Job Satisfaction : The mediating effect of Self-Leadership)

  • 김신희;곽윤복;이은희
    • 디지털융복합연구
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    • 제19권10호
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    • pp.509-519
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    • 2021
  • 연구의 목적은 간호사가 지각하는 간호업무환경에서 간호업무성과와 직무만족이 미치는 영향을 이해하는 과정에서 셀프리더십의 매개효과를 파악하기 위함이다. 본 연구에서는 A도에 소재한 종합병원 3곳에서 1년 이상 근무한 간호사를 대상으로 하였고, 총 225개의 자료를 최종분석에 사용하였다. 자료분석은 SPSS 22.0 프로그램을 사용하여 t-검정, ANOVA, Pearson의 상관계수 및 위계적 회귀 분석을 사용하였다. 간호업무환경과 간호업무성과의 관계에서 셀프리더십은 부분 매개역할(z=4.30, p<.001)을 하고 있으며, 간호업무환경과 직무만족의 관계에서 셀프리더십은 부분 매개역할(z=3.70, p<.001)을 하는 것으로 나타났다. 따라서 간호업무성과와 직무만족을 증진시키기 위해 간호근무환경의 개선과 셀프리더십을 향상시킬수 있는 관리방안의 수립이 필요할 것이다.

Contribution analysis of carcass traits and seasonal effect on auction price for Hanwoo steers

  • Kang, Tae Hun;Cho, Seong-Keun;Seo, Jakyeom;Kim, Myunghoo;Kim, Byeong-Woo
    • 농업과학연구
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    • 제46권3호
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    • pp.461-469
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    • 2019
  • The aim of this study was to analyze the contribution of carcass traits (backfat thickness, eye muscle area, carcass weight and marbling score) and the season at slaughter to the price (auction and market) using squared semi-partial correlation. The season at slaughter (summer expressed as season_2, autumn as season_3, and winter as season_4) were added into the estimation as dummy variables, and spring was set as a default variable. In this study, the carcass grades of 22,298 Hanwoo steers slaughtered from 2012 to 2017 were used to performmultiple regression analysis. The rankings of the contribution of the carcass traits and the seasons at slaughter to the auction prices were in the order of marbling score (68.63%), season_4 (11.88%), backfat thickness (10.45%), eye muscle area (6.11%), season_3 (2.19%), season_2 (0.45%) and carcass weight (0.28%). (R-square of the regression = 0.4101). The rankings of the contribution to the total prices were in the order of carcass weight (51.74%), marbling score (32.12%), season_4 (6.04%), backfat thickness (5.54%), eye muscle area (3.22%), season_3 (1.14%), and season_2 (0.19%). (R-Square of the regression = 0.6486). As a result, season_3 and season_4 had a negative effect on the auction price and total price. Because of seasonal event such as Korean Thanksgiving Day and Korean New Year's Day on season_3 and season_4, much supply was needed to meet the high demand. Thus, the seasonal effect at slaughter could be another factor to be cosideredin when considering of slaughter or breeding.

대학병원 간호사의 그릿이 이직의도에 미치는 영향: 직무몰입의 매개효과 (The Influence of Grit on Turnover Intention of University Hospital Nurses: The Mediating Effect of Job Involvement)

  • 정지영;서연숙;최정훈;김성희;이민숙;홍성화;최정숙;박다은
    • 대한간호학회지
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    • 제49권2호
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    • pp.181-190
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    • 2019
  • Purpose: This study aimed to confirm the mediating effect of job involvement in the relationship between grit and turnover intention among nurses working at university hospitals. Methods: Participants included 437 nurses from university hospitals located in C city, Gyeongnam. Data were collected from January 8 to 19, 2018, using self-report questionnaires. Data were analyzed using the t-test, analysis of variance, Scheffe's test, Pearson's correlation coefficient, and multiple regression, with the SPSS/22.0 program. A mediation analysis was performed according to the Baron and Kenny, and bootstrapping methods. Results: There were significant relationships between grit and job involvement (r=.40, p<.001), grit and turnover intention (r=-.29, p<.001), and turnover intention and job involvement (r=-.52, p<.001). Job involvement showed partial mediating effects in the relationship between grit and turnover intention. Conclusion: Grit increased job involvement and lowered turnover intention. Therefore, to reduce nurses' turnover intention, it is necessary to develop a program and strategies to increase their grit.

Analysis of Greater Tuberosity from the Center of the Humeral Head: Progression to Femoralization

  • Lee, Jun-Seok;Song, Hyun Seok;Kim, Hyungsuk;Yoon, Hyung Moon;Han, Sung Bin
    • Clinics in Shoulder and Elbow
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    • 제22권4호
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    • pp.216-219
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    • 2019
  • Background: Progression of the tear size and erosion of the greater tuberosity (femoralization) in the supraspinatus tear makes it difficult to repair or increases the risk of a re-tear. This study examined the proximal articular surface and greater tuberosity of the humeral head in plain radiography. Methods: Two-hundred forty-seven cases, whose anteroposterior (AP) radiographs were taken correctly, were included from 288 cases, in whom the status of the supraspinatus had been confirmed by surgery. After downloading the plain AP radiograph as DICOM, the radius of the circle apposed at the superior half of the articular surface of the head, and the distance between the circle and the farthest point of the greater tuberosity ('height' of the greater tuberosity) were calculated using the software (TechHime, Korea). MRI checked the number of torn tendons and degree of muscular atrophy. Results: The following were encountered: 93 intact supraspinatus, 50 partial-thickness tears, and 104 full-thickness tears. In the analysis using the 93 intact cases, the average radius of the rotation center was 25.3 mm in male and 22.3 mm in female. The average height of the greater tuberosity from the circle with the same rotation center was 4.3 mm in male and 4.2 mm in female with no statistical significance. The correlation between the reparability of supraspinatus and height of the greater tuberosity, fatty infiltration, and muscular atrophy was confirmed. Conclusions: The height of the greater tuberosity from the circle with the same rotation center was 4.3 mm in male and 4.2 mm in female. This height was strongly correlated with muscular atrophy and fatty infiltration of the supraspinatus tendon.

Significant Domains of Life Satisfaction That Affect Suicidal Behavior in Adolescents

  • Kim, Ji Soo;Choi, Seo-Hyun;Lee, Sang-Eun;Lee, Chai Won;Kim, Won-Hyoung;Bae, Jae Nam;Lee, Jeong Seop;Maeng, Seri;Son, Jisung;Kim, Hyeyoung
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제32권3호
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    • pp.104-111
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    • 2021
  • Objectives: Adolescent suicide is a serious national issue in Korea. Recently, life satisfaction has been recognized as a major factor related to this issue. The main purpose of this study was to identify the domains of life satisfaction that affect suicidal behavior in adolescence. Methods: Data were collected from eight middle schools in Incheon, Korea. A total of 1297 students answered questions regarding their demographic characteristics, happiness, self-related life satisfaction domains (appearance, leisure time, physical health, and mental health), depressive symptoms, and suicidal behavior. Results: In the Spearman correlation analysis, female sex, perceived socioeconomic status (SES), happiness, and all four self-related satisfaction scores showed significant correlations with depression and suicidality. Multivariate regression analysis suggested that suicidality was significantly affected by perceived SES, satisfaction with appearance, mental health satisfaction, and depression. Finally, depression was identified as a partial mediator of the association between mental health satisfaction and suicidality, and a complete mediator of the association between female sex and suicidality. Conclusion: Perceived SES, satisfaction with appearance, and mental health satisfaction significantly affected students' suicidality, with or without the effect of depression. Health authorities, educators, and family members must be aware of this to identify adolescents at suicide risk earlier.

간호대학생의 신체이미지와 건강증진생활양식: 그릿의 매개효과 (Mediating Effect of Grit in the Relationship between Body Image and Health Promotion Lifestyle of Nursing Students)

  • 김은아;하혜진
    • 한국학교ㆍ지역보건교육학회지
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    • 제22권3호
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    • pp.29-39
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    • 2021
  • Purpose: This study aims to investigate the mediating effect of grit in the relationship between body image and health promotion lifestyle for nursing students. It was implemented to present basic data for the development of educational programs to establish the health promotion lifestyle of nursing students. Methods: The participants of this study were 169 nursing students in three universities in G City, J Province. Data were descriptive statistics, t-test, ANOVA, Pearson correlation analysis. Also mediation analysis was performed according to the Baron and Kenny method and Sobel test. Results: Health promotion lifestyle is positively correlated with body image(r=.53, p<.001), grit (r=.37, p<.001), and body image is positively correlated with grit(r=.33, p<.001). The grit showed a partial mediating effect between the body image and the health promotion lifestyle(Z=3.21, p<.001), the positive the body image(β=.46, p<.001), the higher the grit(β=.22, p<.001), the healthier the health. The level of health promotion lifestyle increased, and the explanatory power to explain the health promotion lifestyle was 33%. Conclusion: Therefore, in order to improve the health promoting lifestyle level of nursing students, it is important to change their perception so that they can view their body image positively. In addition, it suggests that nursing students need to cultivate grit so that they can continuously pay attention to and strive for their health promotion lifestyle.

The relationship among Senior Dance participants' Fun, Leisure Constraints Negotiation and Intention to Continue Exercise of The Oldest Old

  • Moon-Sook Lee
    • 한국컴퓨터정보학회논문지
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    • 제29권6호
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    • pp.153-165
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    • 2024
  • 본 연구는 실버댄스 참가에 따른 초고령 노인의 재미와 여가제약협상 및 운동지속의지 간의 구조적 관계를 검증하고자 하였으며, 여가제약협상의 매개효과를 분석하는데 있다. 현재 D시의 노인건강증진 댄스 프로그램에 참가하는 초고령 노인을 연구대상으로 선정하였다. 측정도구는 재미, 여가제약협상, 운동지속의지로 최종 103부의 설문지를 SPSS WIN VER 24.0과 Amos 26.0 프로그램을 이용하여 신뢰도, 상관관계, 확인적 요인분석 및 구조방정식모델 적용하고, 매개효과는 부트스트래핑 방법을 실시하였다. 연구결과 첫째, 첫째, 재미는 운동지속의지에 긍정적인 효과를 미치는 것으로 나타났다. 둘째, 재미는 여가제약협상에 긍정적인 효과를 미치는 것으로 나타났다. 셋째, 여가제약협상은 운동지속의지에 긍정적인 효과를 미치는 것으로 나타났다. 넷째, 재미와 운동지속의지의 관계에서 여가제약협상이 부분매개 역할을 하는 것으로 확인되었다.

A comparison of ATR-FTIR and Raman spectroscopy for the non-destructive examination of terpenoids in medicinal plants essential oils

  • Rahul Joshi;Sushma Kholiya;Himanshu Pandey;Ritu Joshi;Omia Emmanuel;Ameeta Tewari;Taehyun Kim;Byoung-Kwan Cho
    • 농업과학연구
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    • 제50권4호
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    • pp.675-696
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    • 2023
  • Terpenoids, also referred to as terpenes, are a large family of naturally occurring chemical compounds present in the essential oils extracted from medicinal plants. In this study, a nondestructive methodology was created by combining ATR-FT-IR (attenuated total reflectance-Fourier transform infrared), and Raman spectroscopy for the terpenoids assessment in medicinal plants essential oils from ten different geographical locations. Partial least squares regression (PLSR) and support vector regression (SVR) were used as machine learning methodologies. However, a deep learning based model called as one-dimensional convolutional neural network (1D CNN) were also developed for models comparison. With a correlation coefficient (R2) of 0.999 and a lowest RMSEP (root mean squared error of prediction) of 0.006% for the prediction datasets, the SVR model created for FT-IR spectral data outperformed both the PLSR and 1 D CNN models. On the other hand, for the classification of essential oils derived from plants collected from various geographical regions, the created SVM (support vector machine) classification model for Raman spectroscopic data obtained an overall classification accuracy of 0.997% which was superior than the FT-IR (0.986%) data. Based on the results we propose that FT-IR spectroscopy, when coupled with the SVR model, has a significant potential for the non-destructive identification of terpenoids in essential oils compared with destructive chemical analysis methods.

Mutation spectrum of NF1 gene in Korean unrelated patients with neurofibromatosis 1: Six novel pathogenic variants

  • Sung Hee Han;Eun Joo Kang;Mina Yang;Suekyeung Kim;Sang Gon Lee;Eun Hee Lee
    • Journal of Genetic Medicine
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    • 제21권1호
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    • pp.22-30
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    • 2024
  • Purpose: Neurofibromatosis 1 (NF1) is one of the most common autosomal dominant diseases caused by heterozygous mutation in the NF1 gene. Mutation detection is complex owing to the large size of the NF1 gene, the presence of a high number of partial pseudogenes, and the great variety of mutations. We aimed to study the mutation spectrum of NF1 gene in Korean patients with NF1. Materials and Methods: We have analyzed total 69 unrelated patients who were clinically diagnosed with NF1. PCR and sequencing of the NF1 gene was performed in all unrelated index patients. Additionally, multiplex ligation-dependent probe amplification (MLPA) test of the NF1 and SPRED1 gene analysis (sequencing and MLPA test) were performed in patients with negative results from NF1 gene sequencing analysis. Results: Fifty-five different variants were identified in 60 individuals, including six novel variants. The mutations included 36 single base substitutions (15 missense and 21 nonsense), eight splicing mutations, 13 small insertion or deletions, and three gross deletions. Most pathogenic variants were unique. The mutations were evenly distributed across exon one through 58 of NF1, and no mutational hot spots were found. When fulfilling the National Institutes of Health criterion for the clinical diagnosis of NF1, the detection rate was 84.1%. Cafe-au-lait macules were observed in all patients with NF1 mutations. There is no clear relationship between specific mutations and clinical features. Conclusion: This study revealed a wide spectrum and genetic basis of patients with NF1 in Korea. Our results aim to contribute genetic management and counseling.