• 통합자연과학논문집
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• 제7권3호
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• pp.208-213
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• 2014

National-wide and/or large scale sample surveys generally use complex sample design. Traditional Pearson chi-square test is not appropriate for the categorical complex sample data. Rao-Scott suggested an adjustment method for Pearson chi-square test, which uses the average of eigenvalues of design matrix of cell probabilities. This study is to compare the efficiency of Rao-Scott first order adjusted test to Wald test for homogeneity between two populations using 2009 Gyeongnam regional education offices's customer satisfaction survey (2009 GREOCSS) data. The 2009 GREOCSS data were collected based on stratified three-stage cluster sampling with probability proportional to size. The empirical results show that the Rao-Scott adjusted test statistic using only the variances of cell probabilities is very close to the Wald test statistic, which uses the covariance matrix of cell probabilities, under the 2009 GREOCSS data based. However it is necessary to be cautious to use the Rao-Scott first order adjusted test statistic in the place of Wald test because its efficiency is decreasing as the relative variance of eigenvalues of the design matrix of cell probabilities is increasing, specially more when the number of degrees of freedom is small.

• 한국산학기술학회논문지
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• 제13권5호
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• pp.2251-2258
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• 2012

본 연구는 잠재적 위험요인을 탐색하는 방법으로 단순임의추출분석(unweighted sample design), 빈도 가중치를 적용한 단일표본분석(frequency weighted sample design), 가중치를 층화하여 적용한 복합표본분석(complex sample design)을 비교하고, 도출된 결과에 통계적인 차이가 있는지를 파악하고자 수행되었다. 자료원은 2009 국민건강영양조사의 이비인후과 검진 자료를 이용하였다. 분석 방법은 피어슨의 교차검정(Pearson chi-square test)과 라오-스콧교차검정(Rao-scott chi-square test)을 이용하였다. 분석 결과, 빈도 가중치만을 적용한 단일표본분석의 경우에는 모든 변수가 유의한 위험요인으로 과대 예측 되었고, 가중치를 적용하지 않은 단순임의추출 분석과 복합표본분석은 유의수준 및 결과에 차이가 있었다. 국가통계자료를 이용할 때, 연구의 결과가 전체 인구집단을 대표할 수 있도록 의미를 부여하기 위해서는 층화변수와 집락변수를 사용하여 가중치를 적용하는 복합표본분석이 필요하다. 나아가, 빈도 가중치만을 적용하는 경우에는 연구 결과에 대한 과잉해석의 가능성이 높기 때문에 각별한 주의가 요구된다.

• 한국치위생학회지
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• 제21권3호
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• pp.227-234
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• 2021

Objectives: The objective of this study was to investigate the relationship between smoking history and periodontal disease among the elderly in South Korea. Methods: The study subjects comprised 2,703 elderly people who underwent oral health examination as part of the 7th South Korea National Health and Nutrition Examination Survey (KNHANES; 2016-2018). Data were analyzed using frequency analysis, Rao-Scott chi-square test, t-test, and binary logistic regression analysis. Results: A complex sample logistic regression analysis showed that the odds for periodontal disease development were higher in past smokers (odds ratio [OR]=1.461; 95% CI=1.070-1.994) and current smokers (OR=1.601; 95% CI=1.011-2.536) than in lifetime non-smokers. Conclusions: Smokers must actively participate in smoking cessation programs and interventions starting from middle age.

• 한국융합학회논문지
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• 제8권11호
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• pp.151-158
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• 2017

청소년의 인플루엔자 예방접종은 지역사회의 인플루엔자 확산 방지에 중요하다. 따라서 본 연구에서는 국민건강영양조사 제 6기 자료를 이용하여 청소년의 인플루엔자 예방접종에 영향을 미치는 개인 요인과 부모 요인을 알아보고자 하였다. 연구대상은 만 12-18세 청소년 1,020명과 그 어머니 884명, 아버지 557명이었다. 분석을 위해 Rao-Scott $x^2$, 다중회귀분석을 실시하였다. 청소년의 인플루엔자 예방접종률은 26.2%로 매우 낮았고, 청소년의 연령이 적을수록, 최근 2주간 몸이 불편했던 경험과 폐렴 과거력이 있으며, 자동차 앞좌석 안전벨트를 착용하는 경우 인플루엔자 예방접종률이 높았다. 또한 부모의 연령이 적을수록, 부모 본인이 인플루엔자 예방접종을 한 경우 청소년의 인플루엔자 예방접종률이 높았다. 우리나라 청소년의 인플루엔자 예방접종을 확대하기 위해서는 미디어와 의료인들은 청소년과 부모에게 인플루엔자 예방접종에 대한 교육이나 홍보를 통해 인플루엔자 예방접종에 관한 인식을 개선하고 다양한 융합적 중재를 제공해야 한다.

• 한국융합학회논문지
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• 제10권6호
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• pp.347-353
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• 2019

본 연구는 제6기 국민건강영양조사(2015년)의 원시자료를 이용하여 한국청소년의 알레르기질환에 영향을 미치는 비만, 흡연, 음주를 파악하기 위한 서술적조사연구이다. 연구대상은 만 12세에서 18세 청소년 535명이었고, Rao-Scott $x^2$. 복합표본 로지스틱 회귀분석을 실시하였다. 연구결과는 청소년의 천식 진단율 5.4%, 아토피피부염 진단율 15.5%, 알레르기비염 진단율 22.8%순으로, 비만, 흡연, 음주 여부에 따른 천식, 아토피피부염, 알레르기비염 진단율의 차이는 나타나지 않았다. 반면에. 알레르기 진단의 위험을 높이는 변수로 천식은 비만, 아토피피부염은 음주가 유의하게 나타났다. 본 연구결과를 바탕으로, 알레르기 질환을 진단받은 청소년에게 질 높은 삶을 중재하기 위한 차별화된 간호를 제공하기 위하여 비만, 흡연, 음주와 관련된 건강증진 프로그램 개발의 기초자료를 제공하고자 한다.

• 한국학교ㆍ지역보건교육학회지
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• 제20권3호
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• pp.1-13
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• 2019

Objectives: The purpose of this study was to examine whether demographic and socio-economic characteristics, health behaviors and health status are related to academic achievement in Korean adolescents. Methods: Data from the 14th Korea Youth Risk Behaviors web-based Survey(KYRBWS) administered in 2018 were analyzed; 60,040 students in middle and high school participated in the survey. It was conducted frequency analysis, Rao-Scott chi-square test and multiple logistic regression analysis after adjusted for variables such as age, school grade. Results: The significant influencing factors on academic achievement were family economic status, living with parents, subjective health status, smoking experience, alcohol use experience, eating breakfast, sleeping, internet use during weekdays, depressive symptom(p<.001). The odds ratio for achieving higher academic achievement compared with those who never smoked was 1.50(p<.001). Conclusion: I found that students' undesirable health behaviors affect their academic performance. To improve academic achievement, I recommend intervention programmes such as school health promotion that reduce undesirable health related behaviors.

• 한국보건간호학회지
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• 제28권1호
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• pp.71-86
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• 2014

Purpose: This study was conducted in order to identify factors that predict suicidal ideation and depression according to gender among Korean adults. Method: From the data base of the fifth Korean National Health and Nutritional Examination Survey(KNHANESV-1, 2010), data on 4,894 adults aged 19~64 were used. Data were analyzed by application of the Rao-Scott Chi-Square test and logistic analysis with SAS 9.2. Results: Overall, 8.5% of men and 18.1% of women had suicidal ideation during the last year; 7.5% of men and 17.0% of women had depression during the last two weeks. Risk factors for suicidal ideation include perceived high stress(OR male 3.649, female 2.941), depression(OR male 10.109, female 6.033), poor cognition of health status(OR male 8.115, female 6.664), low economic status(OR male 1.898), and low educational status(OR female 1.631). Risk factors for depression include perceived high stress(OR male 2.678, female 3.686), suicidal ideation(OR male 9.925, female 6.022), non-employed(OR female 1.525), married(OR female 2.392), and physical discomfort(OR female 1.545). Conclusions: Based on the above mentioned results, risk factors of suicidal ideation and depression differed according to gender. Development of various policies and appropriate intervention programs according to gender, that lessen the risk of suicidal ideation and depression for adults is needed.

• 가정∙방문간호학회지
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• 제22권2호
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• pp.265-279
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• 2015

Purpose: Most research on risky drinking among adults in Korea has focused on problem drinking and high-risk drinking. This paper examines the nature of heavy episodic drinking_(HED) among adults and seeks to identify the risk factors for HED by analyzing differences by gender and age. Method: Participants were 3,886 adults aged 19-64 years from the database of the fifth Korean National Health and Nutritional Examination Survey (KNHANES-V, 2010). Data were analyzed by conducting the Rao_Scott chi-square test, an ANCOVA, and logistic analysis with SAS 9.2. Results: Individuals between 19 and 29 years of age had the highest HED among all age groups. Individuals between 40 and 49 (male adults) and those between 30 and 39 (female adults) showed HED associated with stress, suicidal ideation, smoking, and other health behavior-related variables. Risk factors that affected HED in male adults were age, educational status, and current smoking, while for female adults, the factors were age, educational status, employment, marital status, and current smoking. Conclusions: It is necessary to develop appropriate intervention programs that abate negative emotions and lessen the risk of HED in adults with consideration to gender and age differences.

• Child Health Nursing Research
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• 제23권2호
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• pp.249-257
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• 2017

Purpose: The aim of this study was to assess the body weight perception of adolescents and to investigate the difference between mental health and weight control behavior according to body weight perception. Methods: Study data on 12-18 years old adolescents with normal BMI was obtained from the 6th Korea National Health and Nutrition Examination Survey (2013-2015). Rao-Scott Chi-square test and ANOVA were used for the analysis. Results: The percentage of adolescents with a misperception of body weight was 43.3%, and their subjective health status (p=.013), stress perception (p=.001), and depression (p=.001) were worse than for adolescents who had the correct perception of their body weight. The percentage of adolescents who were trying to lose weight while perceiving their body weight as normal was 36.9%. Body weight control behavior had significant differences according to dietary intake (frequency of eating dinner (p=.015)), energy intake (p=.004), and carbohydrate intake (p<.001), but there was no significant difference according to exercise. Conclusion: Parents, school teachers, and nurses should make efforts to ensure that Korean adolescents perceive their body weight correctly, and prevent unhealthy weight control behaviors.

• 한국학교ㆍ지역보건교육학회지
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• 제22권3호
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• pp.1-15
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• 2021

Objectives: The purpose of this study was to examine whether demographic and socio-economic characteristics, health behaviors are related overweight and obesity in Korean adolescents. Methods: Data from the 15^th Korea Youth Risk Behaviors web-based Survey(KYRBWS) administered in 2019 were analyzed: 60,100 students in middle and high school participated in the survey. But except 1,555 missing value, 55,748 students were analyzed. It was conducted frequency analysis, Rao-Scott chi-square test and multiple logistic regression analysis. Results: The significant influencing factors on overweight and obesity of adolescents were gender, economic status, father's educational background, alcohol experience, fastfood consumption, muscle strengthening exercise, stress perception(p<.001). The odds ratio for overweight and obesity of male adolescents compared to female adolescents were 1.19(p<.001). and The odds ratio for overweight and obesity of perceived stress adolescents compared to those who without stress were 1.13(p<.001). Conclusions: I found that adolescents' some undesirable health behaviors affect their overweight and obesity, I recommend that school health promotion programmes should be implemented in schools to form good health behaviors such as healthy eating habits, physical exercise and managing stress.