• Title/Summary/Keyword: Spearman's Correlation

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Genetic Variation of Flower Production in Breeding Seedling Seed Orchards of Quercus acuta and Q. glauca

  • Jeon, Koeun;Ro, Hee Seung;Kim, Ye-Ji;Gu, Da-Eun;Park, Ji-Min;Ryu, Sungryul;Kang, Kyu-Suk
    • Journal of Forest and Environmental Science
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    • v.38 no.2
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    • pp.102-109
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    • 2022
  • This study was conducted to test the significant difference of fertility variation among families and to select superior families for acorn production in the breeding seedling seed orchards (BSSOs) of Quercus acuta and Quercus glauca. The seed orchards were located in Jeju island and established by seedlings raised from selected parents for genetic testing in 2006. In the spring of 2021, the numbers of female and male flower were counted from 5 to 10 individuals per family in the BSSOs. To test statistical significance of which parameter is not satisfied through the normality test, we used a nonparametric analysis. Correlation analysis was performed to quantify the association between female and male flower production. As the results, the significant difference of flower production among families was found in both seed orchards. The averages of female flower production were 65.3 and 181.9 in Q. acuta and Q. glauca. The positive Spearman's rank correlation was existed between male and female flower production. Broad-sense heritability on female and male flower production were 0.191 and 0.147 in Q. acuta, and 0.285 and 0.068 in Q. glauca, respectively. Sexual asymmetry (e.g., maleness index) between female and male, and contribution variation among families (e.g., parental balance) were analyzed to find reasonable alternatives in the management of seed orchards. Effective population size of seed crops was predicted as a concept of status number. Loss of gene diversity (accumulation of group coancestry) would not be alarming in the BSSOs. Our results would be helpful to select breeding materials for establishing new seed orchards and to supply genetically improved seeds of evergreen oaks, which is one of the backbones of the strategy of carbon sink in the 2050 Carbon Neutrality of Korea Forest Service.

Effect on Fear of Injection Procedures and Radiation Risk Recognition on Patients Characteristics Undergo Spinal Nerve Block (척추 신경 차단술 환자 특성이 주사시술의 공포감과 방사선의 위험 인식에 미치는 영향)

  • Cha, Jin-Young;Seoung, Youl-Hun
    • Journal of radiological science and technology
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    • v.45 no.2
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    • pp.171-177
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    • 2022
  • The purpose of this study was to investigate the effect of the characteristics of patients who underwent spinal nerve block on the fear of injection and the risk of radiation. Subjects were 137 patients (67 males, 70 females) who visited the Department of Anesthesiology and Pain Medicine in Cheongju. The method was conducted as a research study using a total of 28 questionnaires consisting of patient characteristics, experience characteristics of nerve block surgery, nerve block fear scale, and radiation risk perception scale. The reliability of the questionnaire response was secured with a Cronbach's alpha coefficient of 0.6 or higher. For statistical analysis, correlation was tested by descriptive statistics, frequency analysis, independent sample T-test, and Pearson and Spearman correlation coefficients by measurement scale and factor. As a result, the fear scale of nerve block was significantly higher in women than in men (p<0.05). The fear scale of nerve block injection was significantly higher in the first-visit patients than in the second-visited patients (p<0.05). However, there was no significant difference among all variables in radiation risk perception. In conclusion, patients undergoing spinal nerve block were more aware of the fear of injection than the risk of radiation exposure during the procedure.

A Study on the Perception of International Healthcare Development Cooperation of Korean Medicine Students for Competency-based Clinical Herbology Education (역량 중심 임상 본초학 교육을 위한 한의과대학생의 보건의료분야 국제개발협력 인식도 조사)

  • Kim, Hyun-Seok;Yang, Un-ho;Na, Chang-su
    • The Korea Journal of Herbology
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    • v.33 no.5
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    • pp.39-46
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    • 2018
  • Objectives : This study was aimed to assess the current educational environment of herbology and the possibility of collaborative learning of herbology with another discipline. This study will present information that can be used to find the direction of further researches and can be applied to the education of herbology. Methods : An online questionnaire was developed with and sent through SurveyMonkey to 242 korean medicine college students in Korea. The questionnaire comprised questions pertaining to herbology education in Korean Medicine universities and international healthcare cooperation education. The validity and reliability of the questionnaire were evaluated, and Spearman's correlation coefficients for two types of questions were evaluated. Results : Among the questions about herbology education, those regarding the necessity of learning clinical cases using herbal medicines for preventing infectious diseases were scored the highest. Students were mostly interested in the effects and indications of herbal drugs. Even students answered they did not learn about official development assistance, 79.85% students answered that they were interested in careers related with the international cooperation or willing to participate in the international cooperation. Three types of correlations showed a statistically significant correlation. Conclusions : This study suggests that herbology education about its effects and indications needs further improvement for competency-based education. Furthermore, herbology can play a critical role in competency-based education for Korean medicine students if a well-designed career program is developed for them.

A study on the Correlation between Primary dysmenorrhea and Blood stasis (원발성(原發性) 월경곤난증(月經困難症)과 어혈(瘀血)의 상관성 연구)

  • Yoon, Young-Jin;Cho, Jung-Hoon;Jang, Jun-Bock;Lee, Jin-Moo;Lee, Chang-Hoon;Lee, Kyung-Sub
    • The Journal of Korean Obstetrics and Gynecology
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    • v.22 no.1
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    • pp.148-160
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    • 2009
  • Purpose: We intended to observe the correlations between Primary dysmenorrhea severity and Questionnaires for Blood Stasis Pattern. Methods: After initial approval by Kyung-Hee University Oriental Medical Hospital Institutional Review Board of Clinical Trials, volunteers for the clinical trial were recruited. We selected the 52 primary dysmenorrhea patients by the screening tests (clinical examination and inquiry). The severity of dysmenorrhea was evaluated by VAS (Visual Analog Scale), VRS (Verbal Rating Scale) & MVRS (Multidimensional Verbal Rating Scale). The severity of Blood Stasis was evaluated by Questionnaires for Blood Stasis Pattern. For statistics, we used Spearman's rho correlations, SPSS 13.0 for windows. Results: In case of VAS, though two items (眼瞼下靑紫, 便黑) of Questionnaires for Blood Stasis Pattern were correlated, total score & discriminant function score of Questionnaires for Blood Stasis Pattern were not correlated. In case of VRS, though two items (小腹痛, 夜間痛) of Questionnaires for Blood Stasis Pattern were correlated, total score & discriminant function score of Questionnaires for Blood Stasis Pattern were not correlated. In case of MVRS, though one items (久痺症) of Questionnaires for Blood Stasis Pattern were correlated, total score & discriminant function score of Questionnaires for Blood Stasis Pattern were not correlated. Conclusion: Though the results showed partial correlation of Primary dysmenorrhea severity and Questionnaires for Blood Stasis Pattern, we need further study after improvement and complementation of Questionnaires for Blood Stasis Pattern.

Analyzing Infertility Stress and Assessment Tools for Korean Women: In-Depth Interview Study (한국 난임 여성의 스트레스와 평가도구 분석: 심층 면담을 통한 연구)

  • Soo-Jin Lee;Su-Ji Choi
    • The Journal of Korean Obstetrics and Gynecology
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    • v.37 no.3
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    • pp.63-84
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    • 2024
  • Objectives: This study aims to understand the stress patterns and coping behaviors of women with infertility and to improve existing infertility stress assessment tools to develop a tool suited for Korean society. Methods: The study involved 10 women diagnosed with primary or secondary infertility. Data were collected through surveys and in-depth interviews. Participants were recruited voluntarily, and snowball sampling was used for additional recruitment. Data collection occurred from September 2023 to April 2024. Data analysis included Spearman's rank correlation, Mann-Whitney U test, and Kruskal-Wallis test. Interview results were analyzed using text mining and network analysis with Python 3.12. Results: There was a significant correlation between IVF/ICSI treatment and resilience scores, with non-IVF/ICSI groups showing higher resilience scores. Existing infertility stress assessment tools were generally useful but had limitations, such as discomfort with religious expressions and fixed gender roles, as well as issues with the number of items and response scales. Text mining of interview responses revealed key stress-related keywords including worry, depression, burden, pregnancy outcome, and health. Main stressors included uncertainty about pregnancy outcomes, physical discomfort during treatments, economic burdens, and emotional reactions from family and social relationships. Conclusions: This study identified the stress patterns of women with infertility through interviews. It showed the need for a new assessment tool to evaluate and support the complex stressors experienced by these women. Developing a comprehensive tool is essential for better understanding and managing the various stress factors faced by infertile women.

CNN-ViT Hybrid Aesthetic Evaluation Model Based on Quantification of Cognitive Features in Images (이미지의 인지적 특징 정량화를 통한 CNN-ViT 하이브리드 미학 평가 모델)

  • Soo-Eun Kim;Joon-Shik Lim
    • Journal of IKEEE
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    • v.28 no.3
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    • pp.352-359
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    • 2024
  • This paper proposes a CNN-ViT hybrid model that automatically evaluates the aesthetic quality of images by combining local and global features. In this approach, CNN is used to extract local features such as color and object placement, while ViT is employed to analyze the aesthetic value of the image by reflecting global features. Color composition is derived by extracting the primary colors from the input image, creating a color palette, and then passing it through the CNN. The Rule of Thirds is quantified by calculating how closely objects in the image are positioned near the thirds intersection points. These values provide the model with critical information about the color balance and spatial harmony of the image. The model then analyzes the relationship between these factors to predict scores that align closely with human judgment. Experimental results on the AADB image database show that the proposed model achieved a Spearman's Rank Correlation Coefficient (SRCC) of 0.716, indicating more consistent rank predictions, and a Pearson Correlation Coefficient (LCC) of 0.72, which is 2~4% higher than existing models.

The Effects of Self-efficacy, Appearance Satisfaction in Major on Employment Stress of Nursing College Students (간호대학생의 자아존중감, 외모만족도, 전공만족도가 취업스트레스에 미치는 영향)

  • Kim, Kyoung-Nam;Kang, Eun-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.3
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    • pp.80-88
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    • 2020
  • This study aimed to determine the effects of self-esteem, appearance satisfaction, and satisfaction in their major on the employment stress of nursing college students. The subjects were 194 students from four colleges of nursing in P-province in Korea. Data were collected from self-administered questionnaires, t-test, ANOVA, Pearson's and Spearman's correlation coefficients. Multiple regression with dummy variables was used for statistical analysis of the data. The results revealed the following scores: self-esteem 3.40±0.53, appearance satisfaction 2.96±0.56, satisfaction with the major 3.80±0.61, and employment stress 2.23±0.75. Significant differences in employment stress according to general characteristics of subjects were observed in gender (t=7.40, p=.007), entering nursing college motivation (F=3.24, p=.023), and college life satisfaction (F=16.722, p<.001). Employment stress showed a negative correlation with self-esteem (r=-.433, p<.001), appearance satisfaction (r=-.307, p<.001), and satisfaction in major (r=-.534, p<.001). The satisfaction with the major (β=-.371, p<.001), self-esteem (β=-.166, p=.026), appearance satisfaction (β=-.132, p=.045), entering nursing college motivation (β=.163, p=.006), and gender (β=.131, p=.033) confirmed as a factors affecting the employment stress and accounted for 35.6% of the variance. Based on the results, it is necessary to develop employment-competency reinforcement programs to increase the level of satisfaction in the major, appearance satisfaction, and self-esteem to reduce the employment stress of nursing college students.

Commute Type and Academic Stress among South Korean Undergraduate Students -Sustainable Transport and Academic Environments- (한국 대학생의 통학방법과 학업 스트레스 사이의 연관성 -지속가능한 교통과 학업 환경-)

  • Ji Won Kim;Yujeong Jin;Yun-Hee Choi;Habyeong Kang;Hyunsoo Kim;Wonhee Jo;Seongeun Choi;Wonho Choi;Yoon-Hyeong Choi
    • Journal of Environmental Health Sciences
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    • v.50 no.2
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    • pp.157-167
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    • 2024
  • Background: Several previous studies have shown that commuting is a source of stress for undergraduate students. However, few studies have investigated the effect of commuting on academic stress among undergraduate students, and there has been little awareness of the environmental impact of commuting. Objectives: To evaluate the associations between commute type and/or time and academic stress among undergraduate students in South Korea, focusing on environmental sustainability. Methods: We conducted an online survey and obtained information on commute types, commute times, and academic stress from 510 undergraduate students aged ≥19 years. Academic stress was comprised of five sub-categories of stress, and total academic stress ranged from 5 to 25 points. Multiple linear regression analysis was used to analyze the associations between commute type and commute time and academic stress. Furthermore, the students were grouped into 21 categories based on their transportation mode for commuting. CO2 emission factors per each commuting category were calculated using the transportation type's CO2 emission data from previous studies. Spearman's correlation analysis was used to confirm the correlation between CO2 emission factors and total academic stress. Results: Students using home-to-school transportation without transfers (vs. walking) showed a significantly higher total academic stress of 2.19 points (95% CI: 0.58, 3.80). In contrast, students using school-to-home transportation without transfers (vs. walking) showed a significantly lower total academic stress of 1.96 points (95% CI: -3.55, -0.38). Moreover, students using transportation with lower CO2 emission factors had lower academic stress scores (home-to-school: correlation coefficient = 0.507, p<0.001; school-to-home: correlation coefficient = 0.491, p<0.001). Conclusions: Our findings suggest that both commute type and time are significantly associated with academic stress among South Korean undergraduate students. When students select environmentally-friendly transportation, they may not only improve their mental health but also improve climate resilience.

Relationship of Oral Bacterial Load Over One Year of Smoking Cessation

  • Kim, Sunghyun;Seo, Min-Seock;Hwang, Soo-Jeong
    • Journal of dental hygiene science
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    • v.19 no.4
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    • pp.213-219
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    • 2019
  • Background: Smoking exerts an adverse effect on the periodontal tissue by reorganizing the ecosystem of oral microorganisms and is considered to be an important factor in the development of periodontal disease. Although cross-sectional studies on smokers and non-smokers have been attempted to investigate the microbial differences in periodontal oral cavity, only few studies have been conducted to investigate the changes in oral microorganisms during smoking cessation. The purpose of this study was to investigate the changes of bacteria in saliva and gingival crevicular fluid (GCF) over a period of one year among 11 smokers trying to quit smoking. Methods: Eleven smokers trying to quit smoking visited the clinic at baseline, two weeks, two months, four months, six months, and 12 months to give saliva and GCF samples. The amounts of 16S rRNA, Porphyromonas gingivalis, Treponema denticola, Prevotella intermedia, Fusobacterium nucleatum subsp. nucleatum, Streptococcus mutans, and Streptococcus sobrinus in saliva and GCF were quantified using real-time polymerase chain reaction TaqMan probe assay. The results were analyzed by nonparametric statistical analysis using Friedman test and Spearman correlation coefficient. Results: After cessation of smoking, the amounts of 16S rRNA corresponding to P. gingivalis, F. nucleatum, P. intermedia, and T. denticola in saliva decreased and then again increased significantly. The amount of F. nucleatum 16S rRNA in GCF decreased significantly after smoking cessation. Positive correlations were observed between 16S rRNA and F. nucleatum and between F. nucleatum and T. denticola in saliva and GCF. Conclusion: Even if the number of subjects in this study was small, we suggest that smoking cessation may reduce the total bacterial amount and F. nucleatum in GCF. However, the results regarding changes in the microbial ecosystem due to smoking or smoking cessation were inconsistent. Therefore, further in-depth studies need to be carried out.

The Study on the Rater Reliabilities of Physical Therapy Students Pediatric Balance Scales items (물리치료과 학생들을 대상으로 아동균형척도의 항목별 측정자 신뢰도에 관한 연구)

  • Hwang, Ryoung;Kim, Gi-Won
    • Journal of the Korean Society of Physical Medicine
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    • v.8 no.1
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    • pp.137-145
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    • 2013
  • PURPOSE: The purpose of this study is to examine assessment of test-retest reliability for 13 items of pediatric balance scales, then the intrarater reliability among the raters. METHODS: Study participants included 6 children with spastic cerebral palsy who could walk. Raters were consist of seventy-four, 2nd year physical therapy major students. The children's ability to achieve physical balance was wideotaped for PBS items. The raters watched the tapes and evlauated each child twice. Test-retest reliability was analyzed using the Spearman correlation, and interrater reliability was analyzed using the Kendall's coefficient of concordance for ranks. RESULTS: The total PBS scores averaged 49.22 and 50.06 for first and second tests. Test-retest reliability of PBS individual items were between low and high. The low itmes were 3 items, and high were 4 itmes. Interrater reliability were low agreement. CONCLUSION: Based on the study, the pediatric balance scale is an effective evaluating tool for measuring functional balance of school age child. However, the agreement of students or beginner's interpretation is necessary in conjunction to this study results. On top of that, it is important to provide detailed explanation and repetitive training, which improves the analysis reliability. Also, each category subscores level for the pediatric balance scale must be examined carefully in conjunction to performing test, only after improving match quality via preceding practice.