• Title/Summary/Keyword: stratified sampling

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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.

Study on Menstrual Blood Loss and Iron Nutrition in Korean Women (한국인여성(韓國人女性)의 월경중(月經中) 혈액손실(血液損失)과 체내철분영양상태(體內鐵分營養狀態)에 관(關)한 연구(硏究))

  • Tchai, Bum-Suk;Han, Jung-Ho;Nam, Moung-Hee
    • Journal of Nutrition and Health
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    • v.13 no.2
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    • pp.82-91
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    • 1980
  • The aim of this study was to define the range of the menstrual blood loss(MBL), and the upper limit of the MBL associated with iron deficiency anemia in Korean women, For this purpose, healthy unmarried women between the age of 15 to 26 years were selected from July to September, 1979 and results obtained were used for determining baseline MBL and its relationship to iron nutriture. One houndred forteen women were tested for their MBL and hematological and biochemical data such as hemoglobin(Hb) concentration, hematocrit, mean corpuscular hemoglobin concentration(MCHC), and serum iron and ferritin concentration. This study was partly supported by World Health Organization. The results of this study are summarized as follows: 1) The mean values and standard error of mean of MBL were $30.7{\pm}2.19ml$ for total subjects, $30.4{\pm}3.14ml$ for sutjects below 20 years of age and $30.3{\pm}2.49ml$ for subjects aged more than 20 years. No significant variation was noted for amount of MBL between two age groups. 2) The median value and 95th percentile value of MBL were 26.5ml and 69.0ml respectively for total subjects. Maximum number (24.6%) of the subjects fell in group with 10-20ml of MBL while 10.5% showed MBL above 50m1. 3) Mean value of the duration of menstruation for total subjects was 4.34 days. 4) It was observed that mean values of Hb concentration, hematocrit and MCHC were decreased slightly in subjects showing MBL more than 40m1. Serum iron and ferritin levels were markedly decreased in women with MBL above 40m1 and 20-30ml, respectively. 5) In subject population showing MBL above 50ml, the frequency of subjects with hematological and biochemical data below anemia criteria were remarkably increased. 6) Although the number of subjects tested was small and the subject selection was not done by random stratified sampling from a population group, this study suggested that the upper normal limit of MBL of Korean women seems to be in the range of 40-50ml.

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A Study on Land Cover Map of UAV Imagery using an Object-based Classification Method (객체기반 분류기법을 이용한 UAV 영상의 토지피복도 제작 연구)

  • Shin, Ji Sun;Lee, Tae Ho;Jung, Pil Mo;Kwon, Hyuk Soo
    • Journal of Korean Society for Geospatial Information Science
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    • v.23 no.4
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    • pp.25-33
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    • 2015
  • The study of ecosystem assessment(ES) is based on land cover information, and primarily it is performed at the global scale. However, these results as data for decision making have a limitation at the aspects of range and scale to solve the regional issue. Although the Ministry of Environment provides available land cover data at the regional scale, it is also restricted in use due to the intrinsic limitation of on screen digitizing method and temporal and spatial difference. This study of objective is to generate UAV land cover map. In order to classify the imagery, we have performed resampling at 5m resolution using UAV imagery. The results of object-based image segmentation showed that scale 20 and merge 34 were the optimum weight values for UAV imagery. In the case of RapidEye imagery;we found that the weight values;scale 30 and merge 30 were the most appropriate at the level of land cover classes for sub-category. We generated land cover imagery using example-based classification method and analyzed the accuracy using stratified random sampling. The results show that the overall accuracies of RapidEye and UAV classification imagery are each 90% and 91%.

Analysis of Preference to Men's Apparel Design by Gender toward Consumers Aged 20-49 (20-49세를 대상으로 성별에 따른 남성복 디자인에 관한 선호도 분석)

  • Kim, Chil-Soon;Lee, Shin-A
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.2
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    • pp.276-287
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    • 2009
  • Apparel professionals need to understand the customer to effectively develop, select, and promote apparel products. Analysis of consumer preferences can help in the creative design process. Therefore the purpose of this study was to identify consumer preference by gender in two segmented group; $20{\sim}34$ aged group and $35{\sim}49$ aged group toward men's apparel consumers, considering target customers and female influences on men's wear purchasing. We used questionnaires that were distributed to 600 males and females aged in their 20s to 40s, using stratified sampling method. Only 547 reliable questionnaires were selected for statistical analysis. Chi-Square and t-test were used to analyze the data, using SPSS program. We obtained the following results: 1. We found that there was a significant association between segmented age group and the preference of men's jacket style. Specially $20{\sim}34$ aged group had a significant association with styles of formal jacket, casual t-shirts, casual pants, but $35{\sim}49$ aged group had formal pants style. Looking at the general percentage, semi-formal jacket, slim fit t shirt, straight casual pants were the most favored styles. 2. Age has an significant effect on the preferences of formal menswear fabric patterns and shirt patterns. The results of t-test showed that there found to be significant by gender in character and check pattern of shirts. 3. In design details, the number of button had not significance by gender, and 2 buttons was th most favored by both age groups. The number of gather at the waist had an significant association in $34{\sim}49$ age group. $20{\sim}34$ age group prefer high waist of pants, while $35{\sim}49$ age group prefer low waist of pants. 4. For on time outfit, formal wear and tie ensemble was the most favored with significant difference by age and gender. Formal wear and no tie ensemble favored by about one third of respondents, and more favored by the younger group. For off time outfit, casual jacket and casual pants ensemble was the most favored.

Eating habits, physical activity, nutrition knowledge, and self-efficacy by obesity status in upper-grade elementary school students

  • Ha, Seong Ah;Lee, Seo Yeon;Kim, Kyung A;Seo, Jung Sook;Sohn, Cheong Min;Park, Hae Ryun;Kim, Kyung Won
    • Nutrition Research and Practice
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    • v.10 no.6
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    • pp.597-605
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    • 2016
  • BACKGROUND/OBJECTIVES: Childhood obesity has increased in recent decades in Korea. This study was designed to examine differences in the eating habits, physical activity (PA), nutrition knowledge, and self-efficacy of children by obesity status. SUBJECTS/METHODS: Subjects were 5th-grade children from 70 elementary schools in 17 cities nationwide. Two-stage stratified cluster sampling was employed. Survey questionnaire included items related to general characteristics, eating habits, PA, nutrition knowledge and self-efficacy. Excluding incomplete responses, 3,531 data were analyzed using SPSS. Subjects were categorized into overweight obesity (OW) and normal weight (NW) groups based on body mass index percentiles for age by sex. RESULTS: A total of 21.5% of subjects was overweight or obese. There were significant differences in gender, perceived stress, perception of body shape, body satisfaction, and interest in weight control between the OW and NW groups (P < 0.001). With respect to eating habits, the OW group ate breakfast (P < 0.05) and snacks (P < 0.01) less frequently, ate bigger meals (P < 0.001), and demonstrated less desirable behaviors during meals (P < 0.05 in boys) compared to the NW group. The OW group participated in less PA than the NW group, especially boys. OW boys spent less time walking during weekdays (P < 0.05) or the weekend (P < 0.001), spent more time being sedentary during weekdays or the weekend (P < 0.001), and exercised a fewer number of days (P < 0.01). For girls, the OW group spent more time being sedentary during the weekend (P < 0.01) and exercised a fewer number of days by walking or bicycle riding (P < 0.05) than the NW group. Nutrition knowledge was not significantly different between the OW and NW groups. Self-efficacy (P < 0.01 in boys), especially PA self-efficacy (P < 0.01), was significantly lower in the OW than NW group. CONCLUSIONS: This study revealed differences in eating habits, PA, and self-efficacy between OW and NW children. Obesity management programs for children need to focus on increasing self-efficacy, modifying eating habits, and increasing PA.

The Effect of Class Satisfaction among Students in the Department of Security Services on Career Decision Efficacy (경호학과 학생들의 전공수업만족도가 진로 결정 효능감에 미치는 영향)

  • Paek, Kyung-Hwa;Ji, Chi-Hwan
    • Korean Security Journal
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    • no.21
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    • pp.19-33
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    • 2009
  • This study attempted to investigate the effect of class satisfaction of the students majoring in the studies of security services on the efficacy of career decision. To do this, I chose 430 security services of the students majoring by the systematic stratified cluster random sampling as the subject of study. All data were analyzed the causal relationship of the collected equation. In order to do a data analysis used descriptive statistics analysis, t-test, one-way ANOVA and multiple regression analysis of SPSS. As a result, the following conclusion was drawn: First, it was found that there was not a statistically significant(learning factor, interpersonal relation, aptitude factor) difference in their major class satisfaction and career decision efficacy(goal choice, future plan, working information) according to gender. Second, it was found that there was a statistically signifiant difference in such factors as learning, interpersonal relations and aptitude, in relation to the difference in subfactor such as major class satisfaction and career decision efficacy. Third, it was found that the learning, aptitude and career factors of major class satisfaction had a statistically significant effect on the future plan. Fourth, it was found that he learning and career factors of major class satisfaction had a statistically significant effect on the resolution of the goal. Fifth, it was found that the aptitude and career factors of major class satisfaction had a statistically significant effect on job information. Sixth, it was found that the career factors of major class satisfaction had a statistically significant effect on the problem-solution. Therefore, we must first give priority to improve the class satisfaction. By doing this, we can raise the efficacy level of career decision.

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Socioeconomic Differentials in Health and Health Related Behaviors: Findings from the Korea Youth Panel Survey (사회경제적 위치에 따른 청소년의 건강과 건강 관련 행태의 차이 : 한국청소년패널 조사 결과)

  • Cho, Sung-Il;Yang, Seung-Mi;Lee, Moo-Song;Khang, Young-Ho
    • Journal of Preventive Medicine and Public Health
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    • v.38 no.4
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    • pp.391-400
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    • 2005
  • Objective : This study examined the socioeconomic differentials for the health and health related behaviors among South Korean middle school students. Methods : A nationwide cross-sectional interview survey of 3,449 middle school second-grade students and their parents was conducted using a stratified multi-stage cluster sampling method. The response rate was 93.3%. The socioeconomic position indicators were based on self-reported information from the students and their parents: parental education, father's occupational class, monthly family income, out-of-pocket expenditure for education, housing ownership, educational expectations, educational performance and the perceived economic hardships. The outcome variables that were measured were also based on the self-reported information from the students. The health measures included self-rated health conditions, psychological or mental problems, the feelings of loneliness at school, the overall satisfaction of life and the perceived level of stress. The health related behaviors included were smoking, alcohol drinking, sexual intercourse, violence, bullying and verbal and physical abuse by parents. Results : Socioeconomic differences for the health and health related behaviors were found among the eighth grade boys and girls of South Korea. However, the pattern varied with gender, the socioeconomic position indicators and the outcome measures. The prevalence rates of the overall dissatisfaction with life for both genders differed according to most of the eight socioeconomic position indicators. All the health measures were significantly different according to the perceived economic hardship. However, the socioeconomic differences in the self-rated health conditions and the psychosocial or mental problems were not clear. The students having higher socioeconomic position tended to be a perpetrator of bullying while those students with lower socioeconomic position were more likely to be a victim. Conclusions : The perceived economic hardships predicted the health status among the eighth graders of South Korea. The overall satisfaction of life was associated with the socioeconomic position indicators. Further research efforts are needed to explore the mechanisms on how and why the socioeconomic position affects the health and health related behaviors in this age group.

The Want, its Determinants and the Willingness to Pay of the Long Term Care Service (장기요양 서비스를 누가, 얼마나, 얼마에 원하고 있는가? - 장기요양 서비스의 욕구와 결정요인 및 지불의사금액 -)

  • Kim Hyun Cheol;Hong Narei;Yeon Byeong Kil;Park Tae-Kyu;Chung Woo Jin;Jeong Jin Ook
    • Health Policy and Management
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    • v.15 no.4
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    • pp.136-160
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    • 2005
  • Before introducing the national long-term care insurance in 2008, the want for long term care service has to be estimated and analysed. This study estimates the demand and analyses what determines the want of long term care service. This study investigated data of 3f6 elderlies, that was collected by age stratified random sampling. The elderies resided in Onyang 4 - dong (urban area) and Dogo-myun (rural area) In the city of Asan. The researchers visited the elderlies and their care giver, and assessed their demand for the long term care service and examined physical, mental, socio-economic status by the assessment tools for Korean Long-Term Care System. $64\%$ of the those who are entitled to be served refuse the long term care service. $26.7\%$ of them wants for home care service and $7.9\%$ want facility care service. It is estimated that the want of home care service are three or four times as much as that of facility care service. The demand for long term care service is 5.155 times higher for those who live in rural area (p=0.000), 3.040 times higher for those who do not have spouse(p=0.057), and 3.356 times higher for the people who is in medicaid than medical insurance(p=0.029). However, income(p=0.782), means(p=0.614), living alone(p=0.223), number of family to live with (p=0.341) and age of the elderly(p=0.420) are not related with the demand of long term care service. The assessment tools for Korean Long-Term Care System for need evaluation of the long term care service can reflect the demand well.(p=0.024) If medical care will cover $80\%$ of total cost, the willingness to pay of the out of pocket money of the people with medical insurance is 67,400 Korean Won(66.77 US$) for the home care service and 182,500 Korean Won(180.78 US$) for the facility care service. There is possibility that long term care demand is still small after Introducing the long term care Insurance due to the care given by family members. When developing service delivery system of long term care insurance, rural area has to be given more consideration than urban area because of the higher demand. The people who do not have spouse or are in medicaid have to be given special consideration as well.

Effects of Chest Resistance Exercise on Forced Expiratory Volume in One Second and Fatigue in Patients with COPD (흉곽저항운동이 만성폐쇄성폐질환 환자의 1초간 노력성 호기량과 피로도에 미치는 영향)

  • Kang, Jeong-Il;Jeong, Dae-Keun;Park, Seung-Kyu;Lee, Jun-Hee
    • The Journal of Korean Physical Therapy
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    • v.23 no.2
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    • pp.37-43
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    • 2011
  • Purpose: The purpose of this study was to determine the effects of chest resistance exercise on Forced Expiratory Volume per second and on fatigue in patients with chronic obstructive pulmonary disease (COPD). Methods: In all, 62 male patients with COPD were included in this study. The experimental group included 32 patients who were treated with chest resistance exercise using the PNF technique with medication. The control group included 30 patients who were treated only with medication. Subjects were stratified into the 2 groups by randomized clinical sampling. Before the start of the experiment, forced expiratory volume at the first second (FEV1) and lactic acid were tested in both experimental and control groups. The experimental group did chest resistance exercise for 6 weeks, 4 times per week, 30 min per day, and the effects of this exercise in patients with COPD was determined by comparing the results of FEV1 and lactic acid tests before and after the experiment between and within the experimental and control groups. Results: There was a statistically significant within group difference for FEV1 MEAS and FEV1 %PRED. There was statistically significant control group of FEV1 MEAS and FEV1 %PRED There was a statistically significant difference in the experimental group for fatigue, comparing scores before and after the test. There was a statistically significant control group of fatigue, in comparison of between the groups of FEV1 MEAS, FEV1 %PRED, fatigue(p<0.01)(p<0.05). Conclusion: More research on COPD will be necessary for improving pulmonary function and reducing fatigue. Further studies on COPD will be required for improving pulmonary function and reducing of fatigue.

The study of relationship of Security Service Company's Market Orientation and Business Performance (시큐리티기업의 시장지향성과 경영성과의 관계 연구)

  • Park, Ki-Beom
    • Korean Security Journal
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    • no.17
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    • pp.109-129
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    • 2008
  • The purpose of this study is to analyze the relationship of market orientation, and business performance in the security firms. To achieve the goal of the study, it has used various methods to study. First of all, it has carried out documentary surveys through literatures review on market orientation and business performance of the security firms, and practical researches side by side. In the documentary surveys, it has developed the framework of study and questionnaires based on the domestic and foreign books, theses, materials of public institutions, and other materials. In the practical researches, basing on the selected study models and hypotheses, it has selected 15 security companies which are located in Seoul, Gyeonggi and Chungcheong Provinces with the stratified cluster random sampling method. It has polled the employees of the security companies for about 2 months from 5 August to 10 October 2006, distributing 20$\sim$50 pieces per company. It has distributed 600 pieces and used 565 pieces for analysis excepting unfaithful 35 pieces. The collected questionnaires were analyzed by SPSSWIN 14.0 program. and The methods to analyze the materials were factor analysis, reliability analysis, correlation analysis, multiple regression analysis, and path analysis through regression analysis. The results obtained from the study using analysis methods above are as follows. Finally, market orientation influences on business performance. In other words, the higher market orientation is, the better financial and non financial outcomes are.

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