• Title/Summary/Keyword: Pearson System

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Yangsaeng Level and Pattern Identification of Subfertility in Childbearing Aged Women according to the Pregnancy Experience (가임기(可姙期) 여성(女性)의 임신경험(姙娠經驗)에 따른 양생수준(養生水準)과 난임변증(難姙辨證))

  • Kim, Young-Hee;Park, Kum-Sook;Lee, Gyoung-Wan;Chin, Eun-Young;Jeong, Heon-Young
    • Journal of Korean Medical classics
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    • v.28 no.3
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    • pp.107-124
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    • 2015
  • Objectives : The purpose of this study is to identify Yangsaeng level and pattern identification of subfertility in childbearing aged women according to the pregnancy experience. Methods : Data was collected by structured questionnaire distributed to 217 women(125 women experienced pregnancy, 92 subfertile women) in I city from Nov. to Dec. 2014. For data analysis, Chi-square test, Fisher's exact test, t-test and Pearson's correlation coefficients were performed using SPSS version 19.0. Results : Drinking rate and stress level of subfertile group were higher than pregnancy experience group. Subfertile women group have more disease related to reproductive system, irregularities of the menstrual cycle and dysmenorrhea than pregnancy experience group. Subfertile women showed lower scores for Yangsaeng level but higher scores for all types of pattern identification of subfertility more than those in the women experiencing pregnancy. Conclusions : The results of this study indicate that reproductive health program for the childbearing aged women is necessary before serviced by western or oriental medical treatment for subinfertile(infertile) women. These results can be used for a program based on oriental medicine in order to improve women's health.

A Comparison on Self-rated Health, Health Status, and Health Promotion Behaviors between Low income and Non-low income Elderly Women (저소득 여성노인과 일반 여성노인의 주관적 건강평가, 건강상태 및 건강증진행위 비교)

  • Shin, Kyung-Rim;Kim, Jeong-Sun;Kim, Jin-Young
    • Korean Journal of Adult Nursing
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    • v.17 no.5
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    • pp.732-742
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    • 2005
  • Purpose: This study was conducted to compare self-rated health, health status, and health promotion behaviors between non-low income and low income elderly women in the urban setting. Method: The subjects of this study consisted of 668 Korean elderly women over 65years. The data was analyzed by the SAS(ver.8.02) computer program, and it included descriptive statistics, ${\chi}^2-test$, analysis of covariance, pearson correlation coefficient and multivariate logistic regression. Results: 1) The non-low income elderly women had significantly higher scores(self-rated health, health status, and health promotion behavior) than the low income elderly women. 2) In low income elderly women, age, number of children were the main effect factors of health status, and level of education, burden of medical expense were the main effect factors of health promotion behaviors. In non-low income elderly women, number of children was the main effect factors of health status, and level of education, level of pocket money were the main effect factors of health promotion behaviors. Conclusion: This study showed that the establishment of a health care system for elderly according to their social-economic level is very important for providing productive care apposite to the situation of elderly.

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Improvement on Similarity Calculation in Collaborative Filtering Recommendation using Demographic Information (인구 통계 정보를 이용한 협업 여과 추천의 유사도 개선 기법)

  • 이용준;이세훈;왕창종
    • Journal of KIISE:Computing Practices and Letters
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    • v.9 no.5
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    • pp.521-529
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    • 2003
  • In this paper we present an improved method by using demographic information for overcoming the similarity miss-calculation from the sparsity problem in collaborative filtering recommendation systems. The similarity between a pair of users is only determined by the ratings given to co-rated items, so items that have not been rated by both users are ignored. To solve this problem, we add virtual neighbor's rating using demographic information of neighbors for improving prediction accuracy. It is one kind of extentions of traditional collaborative filtering methods using the peason correlation coefficient. We used the Grouplens movie rating data in experiment and we have compared the proposed method with the collaborative filtering methods by the mean absolute error and receive operating characteristic values. The results show that the proposed method is more efficient than the collaborative filtering methods using the pearson correlation coefficient about 9% in MAE and 13% in sensitivity of ROC.

The Impacts of Job-Seeking Stress, Career Decision-Making self Efficacy and Social Support on mental health of University Students (대학생의 취업스트레스, 진로결정 자기효능감 및 사회적 지지가 정신건강에 미치는 영향)

  • Jeong, Ji Na
    • Journal of Digital Convergence
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    • v.18 no.2
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    • pp.489-498
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    • 2020
  • The purpose of the study is to investigate the impact on mental health of university students from job-seeking stress, career decision-making, and social support. 429 university students from the three universities in J province were instructed to answer structured questionnaires, and the data was analyzed by t-test, ANOVA, Pearson Correlation, and Regression analysis using SPSS 24.0 software. The results reveal that job-seeking stress shows positive correlation to mental health, whereas career decision-making and social support show statistically significant negative correlations. The results also show that the factors that affect mental health are job-seeking stress and social support with Exploratory power of 48.9%. It is necessary to develop and apply measures that consider impact factors such as job-seeking stress to improve mental health of university students. It is also important to establish and maintain a support system for mental health.

Development of Questionnaire for Evaluating Health Effect Associated with Air Pollution (대기오염과 관련된 건강영향을 평가하기 위한 설문 개발)

  • Ju, Yeong-Su;Kim, Dae-Sung;Kang, Jong-Won;Seong, Joo-Heon;Kang, Dae-Hee;Cho, Soo-Hun;Paek, Do-Myung
    • Journal of Preventive Medicine and Public Health
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    • v.30 no.4 s.59
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    • pp.852-869
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    • 1997
  • This study was conducted to develop and evaluate the reliability and the validity of a questionnaire in order to determine the applicability as a screening tool for estimating environmental exposure and health effects related to air pollution. The questionnaire was developed with adopting some items of others such as ISAAC or ATS-DLD. And then we performed test-retest to 89 middle school students and their mothers at interval of three months. Cohen's Kappa values, weighted Kappa values, Spearman's correlation coefficients, and Pearson's correlation coefficients for each item were computed as reliability coefficients. The validity coefficients and validity coefficient bounds were also obtained by simply using these reliability coefficients. As results, Kappa ranged broadly from 0.10 to 0.61 of the items 'diet', $0.52\sim0.79$ of the environmental tobacco smoke, $0.39\sim0.44$ of the functional categories of surrounding environment, and $0.39\sim0.44$ of the using transportation systems; these items were regarded as confounding factors. For items related to health outcomes, Kappa ranged from -0.02 to 0.37 in the respiratory system of past medical history, and from 0.11 to 0.55 in the current health status. But Kappa of the others were over 0.60. In conclusion, if some items can be corrected or modified, the questionnaire developed in this study can be used as a tool for evaluating environmental exposure and health effects associated with air pollution.

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Requirements for Meeting Consumer Expectations to Expand the Market for Organic Products (유기식품 시장의 확대를 위한 소비자 기대 충족 요건)

  • Pearson, David;Jung, Man-Chul
    • Korean Journal of Organic Agriculture
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    • v.20 no.4
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    • pp.491-502
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    • 2012
  • The world's food production systems are becoming an area of great concern for both human and ecological health. Research has identified that one of the greatest threats to sustainability is conventional industrial agricultural systems and the high energy and material cost they require to function. The organic food movement is contributing as promising alternative to the current dominant model. Over the last 50 years it has developed into the most visible brand for a healthier and more environmentally sustainable food system. However, to achieve its full potential there are still a number of hurdles which must be overcome to make organic products a more viable and appealing option for consumers. This paper provides an overview of key research that has been conducted on why consumers are buying organic products, what they are buying and what is preventing them from purchasing more. It concludes that the key challenge is for the organic food movement to convince existing consumers of the superior 'value' of its products. In addition there are a number of methodological issues associated with analysing the market for organic products as well as issues of limited distribution, intermittent availability and high prices that are currently preventing increases in sales. Recognition and management of these barriers could contribute to more effective targeted research into consumer food purchasing motivations and subsequently the development of more sophisticated marketing strategies that assist in maintaining integrity with consumers and fending off challenges from conventional as well as other complementary food systems such as local food movement. And finally to achieve these market growth strategies the organic food movement will need to cope with its diverse constituency - ranging from global corporates through to local production and consumption - and provide attractive opportunities to individuals and business at all stages in supply chain whilst retaining credibility with government to ensure ongoing policy support.

Effects of Emulsion Mapping in Different Parts of Pork and Beef (우육 및 돈육 부위에 따라 고기 유화물의 유화맵에 미치는 영향)

  • Choi, Yun-Sang;Jeong, Tae-Jun;Hwang, Ko-Eun;Kim, Hyun-Wook;Kim, Cheon-Jei;Sung, Jung-Min;Oh, Nam-Su;Kim, Young-Boong
    • Korean journal of food and cookery science
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    • v.31 no.3
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    • pp.241-247
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    • 2015
  • This study was conducted in order to evaluate emulsion mapping between emulsion stability and moisture content, cooking yield, hardness, protein solubility, apparent viscosity, and overall acceptability of pork or beef emulsion batters. The pork and beef emulsion batters were added to different parts of the meat. The formulations indicating low emulsion stability and high cooking yield were T1 (pork shoulder), T2 (pork ham), and T5 (beef tenderloin) treatments. Low stability, low hardness and protein solubility were also T1 (pork shoulder), T2 (pork ham), and T5 (beef tenderloin) treatments. The Pearson's correlation coefficients show that emulsion stability is negatively correlated with cooking yield (p<0.05), with a value of -0.90, and positively correlated with hardness (p<0.05), and protein solubility (p<0.01) with values of 0.65 and 0.59, respectively. This approach has been found to be particularly useful for highlighting differences among the emulsified properties in emulsion meat products. Therefore, the results obtained with emulsion mapping are useful in the making of new emulsified meat products of the desired quality.

Postgraduate Students’ Use of E-Resources in Nigerian University Libraries: What is the Influence of User Education?

  • Abubakar, Daniel;Adetimirin, Airen
    • Journal of Information Science Theory and Practice
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    • v.4 no.3
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    • pp.43-56
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    • 2016
  • Introduction. Inadequate methods for acquiring user education could affect the level of library user education possessed by postgraduate students, and ultimately influence the purposes of their usage of e-resources provided in their university libraries. Despite the global acceptance that e-resources are contributing to postgraduate student’s research work, however, it has been documented that there is low use of e-resources in university libraries in Nigeria among postgraduate students. This drift could have negative consequences on their overall development. Therefore, this study determined how influential library user education is on the use of e-resources by postgraduate students in Nigerian university libraries.Methods. A survey research design and multi-stage sampling technique was adopted to select 2,726 from 54,578 postgraduate students from four faculties in 16 federal conventional universities in Nigeria. The data set was collected using a questionnaire and an interview schedule for e-resources librarians/system librarians and was analysed using percentage and Pearson’s product moment correlation.Results. The majority of the students were at the Master’s level (57.5%). The gender shows a ratio of 59.0% male and 41.0% female. Most Nigerian students enrol for postgraduate programmes in their thirties ‘30-39’ years. The use of e-resources by the postgraduates was low (weighted average of 2.45). The relationship between level of library user education and postgraduate students’ use of e-resources was positive, slightly strong, and significant (r = 318; df = 2284; p< .05).Conclusion. User education has positively inclined postgraduate students to the use of e-resources in their libraries. Therefore, libraries should employ all methods for acquiring user education for postgraduate students.

Oral health condition, recognition, and practice in prisoners (교도소 수용자의 구강건강관리실태와 구강건강인식 및 실천 조사)

  • Ryu, Da-Young;Song, Kwui-Sook;Han, Soo-Yeon
    • Journal of Korean society of Dental Hygiene
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    • v.15 no.1
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    • pp.153-159
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    • 2015
  • Objectives: The purpose of this study was to investigate the oral health condition, recognition, and practice in prisoners. Methods: A self-reported questionnaire was filled out by 143 prisoners in three jails from April 7 to June 2, 2014. The questionnaire consisted of 35 questions including 5 questions of general characteristics of the subjects, 4 questions of subjective oral health condition, 5 questions of management of oral health care, 11 questions of oral health recognition, and 10 questions of oral health practice. The questionnaire was adopted and modified by Shon et al. and Cho & Choi and measured by Likert 5 scale. Cronbach's alpha was 0.845 in recognition questions and Cronbach's alpha was 0.826 in the practice questions. The data were analyzed using SPSS 18.0 for t-test, one-way analysis of variance(ANOVA) and Pearson's correlation analysis. Results: 21.0% of prisoners answered that their perceived oral health condition was good. Those who received the dental treatment accounted for 42.0% and 12.6% of them took the oral health education. There was a significantly negative relationship between perceived oral health and oral health recognition(p<0.05). The oral health recognition showed positive influence on oral health practice(p<0.001). Conclusions: In general, prisoners did not receive the proper care of oral health in jails. Therefore, It is desirable that we need to set up a oral health care system for prisoners.

Factors associated with community scaling rate: Using community health survey data (지역사회 스케일링경험률에 영향을 미치는 요인: 지역사회건강조사 자료이용)

  • Kim, Ji-Min;Ha, Ju-Won;Kim, Ji-Soo;Jung, Yeon-Ho;Kim, Dong-Suk;Lee, Ga-Yeong;Jang, Young-Eun;Kim, Nam-Hee
    • Journal of Korean society of Dental Hygiene
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    • v.15 no.6
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    • pp.1053-1061
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    • 2015
  • Objectives: The purpose of the study is to investigate the influencing factors of community scaling rate using community health survey data. Methods: The data were extracted from 2013 Community Health Survey, Ministry of education, Korea Dental Association, Statistics Korea, Health Insurance Review and Assessment Service, and Ministry of the Interior. The resource factors of independent variables were analysed by Geographical Information System(GIS) using Map Wizard for Excel 17.0. The data were analyzed by descriptive analysis, pearson correlation and multiple linear regression analysis(p<0.05). Results: Seocho-gu in Seoul had the highest annual scaling rate(55.5%) and Goheung-gun had the lowest rate(11%) showing 44.5 percent gap. The influencing factors of scaling included the number of dental hygienists(r=0.316), dentists(r=0.332), dental hospitals(r=0.470), high school graduation rate(r=0.757) and equivalence scales household income(r=0.764)(p<0.05). Multiple linear regression analysis showed that community scaling rate was closely associated with community education level and monthly income(p<0.05). Conclusions: Community scaling rate was closely related to the community education and income level. It is necessary to provide the equal distribution of the oral health service to the community society.