• Title/Summary/Keyword: Variance of Analysis

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Comparison of Factors Influencing Health-Related Quality of Life between Young-Aged and Old-Aged Patients with Cancer: Analysis of the 2015 Korea Health (노인 암환자의 건강관련 삶의 질 영향요인: 2015년 한국의료패널 자료 분석)

  • Kim, Shinmi;Lee, Insook
    • Journal of Home Health Care Nursing
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    • v.27 no.2
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    • pp.156-168
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    • 2020
  • Purpose: This study aimed to examine factors influencing health-related quality of life (HRQOL) and compare them between young-aged and old-aged patients with cancer. Methods: Data of 291 patients (young-aged: 168, old-aged: 123) were obtained from the 10th wave of the 2015 Korea Health Panel Survey. The HRQOL was measured using the Korean version of Euro-QoL-5D. Independent t-test, analysis of variance, and multiple regression analysis were performed to identify factors influencing HRQOL. Results: The average HRQOL score was 0.87±0.10 and 0.82±0.15 among young-aged and old-aged, respectively. The factors differed partially between the two groups. For young-aged, the influencing factors were activity restriction, subjectively perceived health status, and smoking. For old-aged, the influencing factors were activity restriction, subjective health status, and unmet healthcare needs. Conclusion: Strategies to improve the HRQOL of elderly adults need to be developed considering the age group. Additionally, studies that include clinical factors such as symptoms are required to prepare need-based practical approaches for better quality of life of such patients.

A Study on Effective Leadership of ROK Overseas Forces. (한국군 해외파병의 효율적 리더십에 대한 연구)

  • Lee, Jae-Yun
    • Journal of National Security and Military Science
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    • s.4
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    • pp.157-209
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    • 2006
  • The kinds of traits and behaviors studied most frequently in the early leadership research included physical characteristics, personalities, abilities, skills, behaviors and so forth. Researchers who studied leadership emphasized the important role of cultural, counter-insurgent, stability operational and clinical leadership traits and behaviors to perform the special mission of Overseas Forces The purpose of this study was to examine effective leadership traits, behaviors and skills for special mission of ROK Overseas Forces and to find out the differences on leadership traits, skills and behaviors among officers, noncommissioned officers(NCO) and enlisted men of the army. In order to achieve this purpose, a number of literature reviews and survey researches were conducted. The data for the analysis were collected through the questionnaire which consisted of 94leadership traits, skills and behaviors items Subjects were composed of 43 officers, 144 NCOs and 109 enlisted men Although the ranking order of leadership traits, skills and behaviors items among the groups for each analysis did not show much difference, the results of one-way analysis of variance revealed that a few items had a significant statistical difference among the groups. Implications of comparative results were also discussed in this study. In conclusion, this study would be useful basis for further improvement on effective leadership traits, skills and behaviors of ROK Overseas Forces, and some further researches were recommended.

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Analysis of Texture Features and Classifications for the Accurate Diagnosis of Prostate Cancer (전립선암의 정확한 진단을 위한 질감 특성 분석 및 등급 분류)

  • Kim, Cho-Hee;So, Jae-Hong;Park, Hyeon-Gyun;Madusanka, Nuwan;Deekshitha, Prakash;Bhattacharjee, Subrata;Choi, Heung-Kook
    • Journal of Korea Multimedia Society
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    • v.22 no.8
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    • pp.832-843
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    • 2019
  • Prostate cancer is a high-risk with a high incidence and is a disease that occurs only in men. Accurate diagnosis of cancer is necessary as the incidence of cancer patients is increasing. Prostate cancer is also a disease that is difficult to predict progress, so it is necessary to predict in advance through prognosis. Therefore, in this paper, grade classification is attempted based on texture feature extraction. There are two main methods of classification: Uses One-way Analysis of Variance (ANOVA) to determine whether texture features are significant values, compares them with all texture features and then uses only one classification i.e. Benign versus. The second method consisted of more detailed classifications without using ANOVA for better analysis between different grades. Results of both these methods are compared and analyzed through the machine learning models such as Support Vector Machine and K-Nearest Neighbor. The accuracy of Benign versus Grade 4&5 using the second method with the best results was 90.0 percentage.

A Study on the Development of the Korean Family Functioning Scale. (한국형 가족 기능 측정 도구 개발을 위한 연구 - 만성질환아 가족을 대상으로 -)

  • ;;;;Hesook Suzie, Kim
    • Journal of Korean Academy of Nursing
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    • v.32 no.3
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    • pp.395-405
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    • 2002
  • The purpose of this study was to develop the instrument to measure family functioning for Korean family with a chronic ill child, and to test the validity and reliability of the instrument. Method: The items of instrument were consisted based on researchers' previous study of concept analysis of the Korean family functioning. Twenty six item scale was developed with six domains. In order to test reliability and validity of the scale, data were collected from the 231 families, who have a child with a chronic illness. Data was collected between August and September in 2001 in a General Hospital in Seoul, Korea. Result: The results were as follows: As a result of the item analysis, 24 items were selected from the total of 26 items, excluding items with low correlation with total scale. Six factors were evolved by factor analysis. Six factors explained 61.4% of the total variance. The first factor 'Affective bonding' explained 15.4%, 2nd factor 'External relationship' 11.8%, 3rd factor 'Family norm' 10.5%, 4th factor 'Role and responsibilities' 8.3%, 5th factor ' Communication' 7.9%, and the 6th factor 'Financial resource' explained 7.3%. Cronbach's $\alpha$ coefficient of this scale was .87 and Guttman spilt- half coefficient was .84. Conclusion: The study support the reliability and validity of the scale. There were distinct differences in dimensions of family functioning scales developed in the U. S.

The Perception for Development Need of Codonopsis Lanceolata Dishes by Industrial Foodservice Dieticians (사업체 영양사의 더덕 음식 개발에 대한 인식 조사)

  • Hong, Wan-Soo;Lee, Jin-Sil;Ko, Sun-Young;Choi, Young-Sim;Shin, Won-Sun
    • Korean journal of food and cookery science
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    • v.23 no.4 s.100
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    • pp.469-480
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    • 2007
  • The purposes of this study were to assess the perception of the characteristics of Condonopsis lanceolata dishes and to find out the development need & willingness to purchase for Condonopsis lanceolata dishes in view of industrial foodservice dieticians. Of 250 questionnaires distributed, 152 completed questionnaires were used for the statistical evaluation. Statistical data analysis was using SPSS 10.0 program for descriptive analysis, $X^{2}$-test, t-test and analysis of variance. The perception score on the characteristics of Condonopsis lanceolata dishes varied according to the number of meals served, mean price of a meal, type of food service management, food cost variation, offering type, and intake frequency; however, perception score was not affected by the number of meal serving/day and the type of menu. Regarding processed foods containing Condonopsis lanceolat, the need for developing side dishes was the highest in processed foods using Condonopsis lanceolata, followed by alcoholic beverage, one dish foods, health foods, and desserts. The score for willingness to purchase dessert of Condonopsis lanceolata was the highest, followed by alcoholic beverage, one dish foods, health foods, and side dishes.

An Analysis of Factors Affecting Rehabilitation of Physically Disabled Person (지체장애자의 재활에 영향을 미치는 요인에 대한 분석)

  • Choi Bong-Sam
    • The Journal of Korean Physical Therapy
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    • v.1 no.1
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    • pp.83-102
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    • 1989
  • The purpose of this study is to analyse the factors affecting rehabilitation of physically disabled persons . Data were collected from 118 physically disabled persons who were registered at facilities for disabled persons by an interview surevey Conducted from October 17 to October 26, 1988. The three facilities for the survey were selected by stratified random sampling. The results were as follows : 1. Using factor analysis, 10 variables were-grouped into 4 factors : physical need, need for social problem-solving, need for social interaction and educational need. The proportion of variance explained by these factors was $58.3\%$. 2. Age, religion and job were significantly related to the functional life scale score, but other variables were not. 3. Family APGAR score and severity of disability were significantly rotated to the functional life scale score. 4. From the multiple regression analysis on rehabilitation of the physically disabled person, the following: three variables were statistically significant : age, severity of disability and family functioning. These results suggest that age, severity of disability and family functioning variables are important factors for rehabilitation of physically disabled persons. Since the family functioning variable can be controlled by care, rehabilitation team should monitor the variable closely to improve the efficiency of rehabilitation. Because of their implication for further study, some variables, other than those considered here, are needed for studying rehabilitation of physically disabled persons.

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A Study on Purchasing Patterns of Cosmetics According to Impulse Shopping, Benefits Sought and Information Source of Female Consumers (연령대로 본 충동구매, 추구혜택, 정보원 선택에 따른 화장품 구매 행동에 관한 연구)

  • Lee Jin-A;Hwang Sun-Jin
    • Journal of the Korean Society of Costume
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    • v.55 no.4 s.94
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    • pp.16-28
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    • 2005
  • The purposes of this study were to understand the buying patterns of adult women according to impulse shopping, benefits sought, and selecting information sources. This subjects of this study were 509 adult women from the age 20's to the age of 40's. This data were analyzed by using factor analysis multi regression analysis, analysis of variance, Scheffe' test. The results of this study were outlined as follow: 1. Differences among ages (the 20's, the 30's, and the 40's) in impulse shopping were as follow: The 30's bought more cosmetics to change their mood compared to the 20's or the 40's, and the 20's and the 30's bought more cosmetics matching to their images compared to the 40's. 2. From the aspects of benefits sought, the 20's and the 30's were more seriously consider the fame of brands compared to the 40's, showing they were different from the 40's. 3. From the aspects of selecting information sources about cosmetics, the 20's were more actively utilizing both human information sources and non-human information sources compared to the 30's and the 40's.

Development of a Coping Scale for Families of Patients with Schizophrenia (정신분열병 환자 가족의 대처 측정도구 개발)

  • Seo, Ji Min;Byun, Eun Kyung;Park, Kyung Yeon;Kim, So Hee
    • Journal of Korean Academy of Nursing
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    • v.42 no.5
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    • pp.738-748
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    • 2012
  • Purpose: The purpose of this study was to develop and evaluate a coping scale for families of patients with schizophrenia (CSFPS). Methods: Item construction was derived from literature reviews and interviews with family members and psychiatric nurses. Content validity was tested by experts. Each item was scored on a four-point Likert scale. The preliminary questionnaire was administered to 188 family members of patients with schizophrenia. The data were analyzed using item analysis, factor analysis, Pearson correlation coefficients, and Cronbach's alpha. Results: From the factor analysis, 32 items in five factors were derived. The factors were named active coping strategies, avoidance coping strategies, hospital treatment-oriented coping strategies, emotional coping strategies, and suppressive coping strategies for problematic behaviors. The five factors explained 49.7% of the total variance, Cronbach's alpha of the total items was .83 and the factors ranged from .66 to .86. Conclusion: The results of this study suggest that CSFPS is a reliable and valid instrument to measure coping in families of patients with schizophrenia.

Preference of Experiential Activities and Behavioral Intention on Rural Tourism - On parents group of elementary students in Daegu city - (농촌관광에 있어 체험활동 선호도 및 행동의도 - 대구광역시 초등학생 학부모 집단을 대상으로 -)

  • Eom, Boong-Hoon
    • Journal of Korean Society of Rural Planning
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    • v.21 no.4
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    • pp.115-125
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    • 2015
  • This study is to analyze the preference of experiential activities and behavioral intention on rural tourism, with special focus on parents group of elementary students. The result can be utilized as basic data for demanding aspect of rural experiencing tourism. Two-step questionnaire survey was conducted, during May to July, 2915. Sample group was selected at 4 elementary school in Daegu city. 347 valid responses were analyzed with SPSS. Major results are as follows. Firstly, suggested model for 23 experiential activities in 7 types, were verified as valid by verifying factor analysis. Factor 1 was verified and named as 'Rual Life Experience', Factor 2 was verified and named as 'Health/Healing Experience', Factor 3, as 'Agricultural Product Experience', Factor 4, as 'Eco-Cultural Experience', Factor 5, as 'Leisure/Sports Experience', Factor 6, as 'Traditional Wellbeing Food Experience', and Factor 7, as 'Traditional Culture Experience'. All 7 factors explained 75.39% of total variance. Secondly, mean score of preference by each activity showed high in 'Health-care experience', 'Traditional food experience' and comparatively low in 'Collecting experience', 'Agricultural experience'. Thirdly, all 7 types(factors) of experience showed significant affecting relation to satisfaction, intention to participation and recommendation. Specially, 'Eco-Cultural Experience' and 'Rural Life Experience' showed high affecting relation. This could be the characteristics of parents group of elementary students.

Genetic Diversity of Soybean Pod Shape Based on Elliptic Fourier Descriptors

  • Truong Ngon T.;Gwag Jae-Gyun;Park Yong-Jin;Lee Suk-Ha
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.50 no.1
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    • pp.60-66
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    • 2005
  • Pod shape of twenty soybean (Glycine max L. Merrill) genotypes was evaluated quantitatively by image analysis using elliptic Fourier descriptors and their principal components. The closed contour of each pod projection was extracted, and 80 elliptic Fourier coefficients were calculated for each contour. The Fourier coefficients were standardized so that they were invariant of size, rotation, shift, and chain code starting point. Then, the principal components on the standardized Fourier coefficients were evaluated. The cumulative contribution at the fifth principal component was higher than $95\%$, indicating that the first, second, third, fourth, and fifth principal components represented the aspect ratio of the pod, the location of the pod centroid, the sharpness of the two pod tips and the roundness of the base in the pod contour, respectively. Analysis of variance revealed significant genotypic differences in these principal components and seed number per pod. As the principal components for pod shape varied continuously, pod shape might be controlled by polygenes. It was concluded that principal component scores based on elliptic Fourier descriptors yield seemed to be useful in quantitative parameters not only for evaluating soybean pod shape in a soybean breeding program but also for describing pod shape for evaluating soybean germplasm.