• Title/Summary/Keyword: 층화표본

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A Latent Class Analysis and Predictors of Chronic Diseases -Based on 2014 Korea National Health and Nutrition Examination Survey- (만성질환에 관한 잠재계층분석과 예측요인 -2014 국민건강영양조사를 중심으로-)

  • Kim, Woo-Jin;Lee, Song-Yi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.324-333
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    • 2018
  • The aim of this study was to investigate the latent classes and predictors of chronic diseases such as hypertension, dyslipidemia, arthritis, thyroid disease, depression, atopy, allergy, and diabetes. The subjects of this study were Korean citizens who participated in the Korea National Health and Nutrition Examination Survey in 2014. Stratified cluster sampling method was used with a sample size of 7,550. Latent hierarchy analysis was applied to this data. Four classes were identified. Class 1 consisted of participants with hypertension and diabetes. Class 2 consisted of participants with atopy and allergies. Class 3 consisted of participants with dyslipidemia, arthritis, thyroid disease, and depression. Class 4 consisted of participants without any chronic diseases. In comparing Class 1 to Class 4, age, physical activity, self-management, obesity, and presence of high cholesterol were found to be significant. In comparing Class 2 to Class 4, gender, age, and education level were significant. When Class 3 was compared to Class 4, gender, age, pain and discomfort, as well as high cholesterol were found to be significant. Diabetes and hypertension should be treated as comorbid conditions, applying integrated treatments involving effective drug treatment, diet, and physical activity programs. Atopy was found to be strongly correlated with allergies. Thyroid disease was found to coexist with dyslipidemia and arthritis, along with having a strong correlation to depression. Age-appropriate preventive measures can help reduce the risk of chronic diseases.

Risk Factors Influencing Stroke : using data from the 7th(2016-2018) Korea National Health and Nutrition Examination Survey (뇌졸중에 영향을 미치는 위험요인 : 국민건강영양조사 제7기(2016-2018) 자료를 활용하여)

  • Chung, Myung Sill;Seomun, GyeongAe
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.277-283
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    • 2020
  • The purpose of this study was to identify the risk factors influencing stroke. The research method was used two-stage stratified cluster sampling using data from the National Health and Nutrition Survey (2016-2018). This study subjects performed a complex sample logistic regression analysis on adults aged 19 or older. Risk factors affecting stroke were shown as follows: in age groups, odds ratio were conformed when people are in their 70s, the rate is 8.861 times higher; when they are in their subjective health conditions, the odds ratio are 4.501 times higher in the bad groups; odds ratio was 3.158 times higher in the group diagnosed with hypertension and 1.598 times higher in the group diagnosed with diabetes. The result of this study found that chronic diseases such as high blood pressure and diabetes and the management of senior citizens are important because stroke is dangerous and can be managed through prevention.

Estimating Forest Carbon Stocks in Danyang Using Kriging Methods for Aboveground Biomass (크리깅 기법을 이용한 단양군의 산림 탄소저장량 추정 - 지상부 바이오매스를 대상으로 -)

  • Park, Hyun-Ju;Shin, Hyu-Seok;Roh, Young-Hee;Kim, Kyoung-Min;Park, Key-Ho
    • Journal of the Korean Association of Geographic Information Studies
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    • v.15 no.1
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    • pp.16-33
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    • 2012
  • The aim of this study is to estimate aboveground biomass carbon stocks using ordinary kriging(OK) which is the most commonly used type of kriging and regression kriging(RK) that combines a regression of the auxiliary variables with simple kriging. The analysis results shows that the forest carbon stock in Danyang is estimated at 3,459,902 tonC with OK and 3,384,581 tonC with RK in which the R-square value of the regression model is 0.1033. The result of RK conducted with sample plots stratified by forest type(deciduous, conifer and mixed) shows the lowest estimated value of 3,336,206 tonC and R-square value(0.35 and 0.18 respectively) is higher than that of when all sample plots used. The result of leave-one-out cross validation of each method indicates that RK with all sample plots reached the smallest root mean square error(RMSE) value(22.32 ton/ha) but the difference between the methods(0.23 ton/ha) is not significant.

Development of the Patient Safety Nursing Activities Scale for Clinical Nurses (임상간호사의 환자안전 간호활동 측정도구 개발)

  • Kim, Hwa-Young;Ryu, Seang
    • Journal of Digital Convergence
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    • v.16 no.9
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    • pp.207-217
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    • 2018
  • The purpose of this study was to develop a patient safety nursing activities scale for clinical nurses and to verify validity and reliability it. A preliminary scale was developed through various processes and pilot study. Data were collected from 900 nurses at 28 hospitals selected by proportionate stratified sampling with 331 general hospitals nationwide. The final scale was a 4-point scale, consisting of 72 items in 10 domains. The construct validity was found to be appropriate by exploratory factor analysis and 70.3% of the variance in the total scale and over .74 of factor loading. There was a significant correlation between scale and patient safety culture (r=.52, p<.001) and Cronbach's ${\alpha}$ was .99. This scale developed to measure patient safety nursing activities of clinical nurses was found to be reliable and valid and will be a useful tool in practical field.

A Study for Construction of the Monthly Rent Price Survey (월세가격동향조사 구축을 위한 연구)

  • Park, Jin-Woo;Baek, Sung-Jun;Lee, Ki-Jae
    • Survey Research
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    • v.9 no.3
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    • pp.1-21
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    • 2008
  • The housing market in Korea had mainly consisted of Maemae(purchasing market) and Chonsei(rental market). Since 1997 foreign exchange crisis, the rental housing market has experienced substantial changes in preferred rental contracts between Chonsei and monthly-rent. Even though monthly-rent has taken a substantial portion of housing rental contracts, not yet reliable monthly-rent index has been developed. Furthermore, it isn't obvious to define monthly-rent because there are many types of monthly rent structures from full-monthly-rent to monthly-rent-with-variable-deposit. This study is the basic research of developing a housing price index of monthly-rent in accordance with the existing price index of Maemae and Chonsei in Korea. This research has been carried out with the following contents: (1) Constructing the actually desirable concept of monthly-rent through examining monthly-rental market in Korea. (2) Selecting the reasonable method to investigate monthly-rental market, especially monthly-rent-with-variable -deposit. (3) Designing monthly-rental market samples and calculating the price index of monthly-rent based on 2005 Census.

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Influence that the Child Abuse by Their Parents Affects the Adolescents' Life-Satisfaction: Focusing on the Mediatorial Effect on Peer Attachments and Self-Esteem (부모의 학대가 청소년의 삶의 만족도에 미치는 영향: 또래애착·자아존중감 매개효과를 중심으로)

  • Ku, Yong Geun;Park, Myung Ok
    • The Journal of the Korea Contents Association
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    • v.17 no.8
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    • pp.186-195
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    • 2017
  • This thesis aims to investigate the mediatorial effect of peer attachments and self-esteem between the child abuse by their parents and the adolescents' life-satisfaction. In order to achieve this goal, the author analyzed the data gathered over 6 year period, which subjected 1823 third-year middle school students, a sample selected by the stratified-multilevel-sampling from the "Korean Children and Youth Panel Survey". The author collected the source material by means of SPSS WIN. 21.0 Program, frequency analysis, technological statistic analysis, relative analysis, path analysis (for satisfaction), and sobel test, etc. The results of analysis are as follows: Firstly, the child abuse by their parents has had a significant negative maladjustment on the participants' life satisfaction level. Secondly, the peer attachments had an influence on partial mediatorial effect between the child abuse by their parents and adolescents' content(satisfied) lives. Lastly, the self-esteem had an influence on the complete mediatorial effect between the child abuse by their parents and the adolescents' happy lives. The author gave an improved counterplan for peer attachments and self-esteem. The author suggests following researchers to include the impact of versatile environmental factors on adolescents' life satisfaction level which was excluded in the present research.

The Effects of Metabolic Syndrome on Quality of Life (대사증후군이 삶의 질에 미치는 영향)

  • Bang, So Youn
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.10
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    • pp.7034-7042
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    • 2015
  • The purpose of this study was to investigate the effects of metabolic syndrome(MS) on quality of life(QoL) using the Korea National Health and Nutrition Examination Survey of 2013. We analyzed data for 4,890 adults, aged 19 year or older and provided the correct data about MS and QoL. MS was defined by the National Cholesterol Education Program-Adult Treatment Panel III with Korea-specific waist circumference cutoffs and QoL was measured by the EuroQol 5-dimension(EQ-5D). The prevalence of MS was 22.1% and high density lipoprotein(HDL)-cholesterol was the highest prevalence in MS components. The mean of EQ-5D index was significantly lower in subject with MS compared to subjects without MS. Among MS components, only higher waist circumference led to EQ-5D index decreasing and the regression coefficient was -0.018. In conclusion, we suggest the attention to QoL and intervention program for improving the QoL in subjects with MS.

The Effects of Menopause on the Metabolic Syndrome in Korean Women (폐경이 대사증후군에 미치는 영향)

  • Bang, SoYoun;Cho, IlGu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.4
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    • pp.2704-2712
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    • 2015
  • This study was the secondary analysis using the Korea National Health and Nutrition Examination Survey of 2012 and purpose was to investigate the effects of menopause on the metabolic syndrome(MetS) in Korean women. In raw data, total 2,746 women aged ${\geq}19$ years and provided the correct data about menstruation and menopause were analysed. The results were as follows: First, components of MetS were significantly different according to menopausal status. Second, the prevalence of MetS was 13.2% in premenopausal women and 42.7% in postmenopausal women. Third, the Odds ratio of postmenopausal women was 4.88(95% CI=3.888-6.126) compared with premenopausal women for MetS. As 5 years from 40 years increased, the Odds ratios of postmenopausal women were 3.15(95% Confidence Interval=1.862-5.331), 4.159(2.558-6.761), 5.971(3.955-9.016), 9.52(6.591-13.749) compared with premenopausal women for MetS, respectively. Based on the results, the intervention should be developed and provided for preventing and managing the MetS in postmenopausal women.

The relationship between smoking and stroke by general characteristics : using the 6th Korea national health and nutrition examination survey (일반적 특성에 따른 흡연과 뇌졸중의 관련성 : 제6기 국민건강영양조사 이용)

  • Nam, Younghee;Jung, Hyunjung;Kim, Yesoon
    • Journal of Digital Contents Society
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    • v.19 no.7
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    • pp.1323-1331
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    • 2018
  • The purpose of the study was to determine the general characteristics that affect strokes caused by smoking, to provide basic data and political grounds for preventing strokes. Data were used from the 6th (2015) of the National Health and Nutrition Survey. Among the study participants were 2,146 smokers and 132 strokers. Data were analyzed using SPSS ver. 21.0. The findings of the study were as follows: strokes increased the odds ratio 1.7 times(p<0.001) when smoking was performed, and the risk factors for strokes caused by smoking were statistically significant in age(p=0.008, p=0.10), education level(p=0.003, p=0.008), hypertension(p<0.001), and subjective health conditions(p=0.008). Therefore, it is necessary to develop health education contents using smart devices and a consistent national health policy to reduce the occurrence and risk of stroke.

Estimating Willingness to Pay for the Tap Water Quality Improvement in Busan Using Nonparametric Approach (비모수추정법에 의한 부산시 가정용수 수질개선에 대한 지불의사액 추정)

  • Pyo, Hee-Dong;Park, Cheol-Hyung;Choo, Jae-Wook
    • Journal of Korea Water Resources Association
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    • v.44 no.2
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    • pp.125-134
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    • 2011
  • The paper is to estimate willingness-to-pay (WTP) for residential water quality improvement in Busan, using non-parametric approach. There are several significant advantages of non-parametric approach, compared to parametric methods. That is, no probability distribution assumption is necessary so that there are no needs to assume or test goodness of fit, model specification and heteroscedasticity statistically. For the reliability and the validity of contingent valuation method a survey was conducted for 665 respondents, who were sampled by stratified random sampling method, by personal interview method. The result of mean WTP for residential water quality improvement in Busan was estimated to be 3,190 won to 3,331 won per month per household, while median WTP being 1,750 won. Provided that our sample is broadly representative of the Busan's population, an estimate of the annual aggregated benefit of residential water improvement for all Busan households is approximately 50.2 billion won in case of mean WTP or 27.5 billion won in case of median WTP.