• 농촌의학ㆍ지역보건
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• 제38권1호
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• pp.1-13
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• 2013

본 연구에서는 국민건강영양조사자료를 이용하여 IDF 기준에 의한 우리나라 20세 이상 성인의 대사증후군 유병률과 관련 요인을 규명하고자 시행되었다. 2010년 제5차 국민건강영양조사에 참여한 5670명의 자료를 이용하였다. 본 연구에서 자료 분석은 SAS 9.2 통계분석프로그램을 사용하였으며, 분석 시 복합표본설계를 이용하여 표본추출한 자료에 적용하는 SAS 명령어를 사용하였으며, 표본 추출률을 반영한 설계가중치, 무응답률, 사후 층화, 극단 가중치 처리단계를 거쳐 최종 산출된 개인가중치를 모두 적용하였다. 인구학적 특성, 생활습관, 가족력 등에 따른 모집단의 대사증후군의 유병률 추정치와 집단간 유병률의 차이를 비교하였고, 대사증후군 관련 요인을 파악하기 위하여 교차비 추정치와 이의 95% 신뢰구간을 구하였다. 우리나라 성인의 대사증후군 유병률은 18.8%였다. 인구학적 특성별로 대사증후군 유병률을 살펴보면, 남성 16.8%, 여성 20.7%였다. 20대 연령은 4.5%, 70대는 43.1%로 연령이 많을수록 대사증후군 유병률은 유의하게 높았으며, 교육수준이 초등학교인 경우 38.0%, 대학교 졸업은 12.9%로 교육수준이 낮을수록 대사증후군 유병률이 높았다. 전문관리직인 경우에 12.8%, 농업 및 단순 노무직인 경우 20.4%, 무직인 경우 21.8%로 직업에 따라 대사증후군 유병률에 차이가 있었고, 미혼인 경우 대사증후군 유병률은 5.5%로 가장 낮고, 이혼 또는 별거인 경우는 대사증후군 유병률이 40.6%였다. 알코올 의존문제가 있는 경우 23.6%의 대사증후군 유병률을 보였고, 체질량 지수가 25이상인 경우에 대사증후군은 43.7%로 나타났다. 대사증후군 유병률에 대한 교차비와 95% 신뢰구간을 살펴보면, 여성의 교차비가 1.59(1.20-2.11), 20대 연령집단을 기준으로 하였을 때, 50대의 교차비가 3.95(2.11-7.37), 60대는 5.62(2.98-10.61), 70세 이상은 10.56(5.25-21.25)으로 나타났다. 초졸 학력에 비해 고졸학력의 교차비가 0.52(0.37-0.74), 사무직이 전문직과 비교하여 2.14(1.27-3.60), 기혼자에 비해 이혼하거나 별거중인 군의 교차비가 1.72(1.15-2.59), 알코올 의존문제가 있는 경우 교차비가 1.86(1.16-2.98), 비만군이 정상 체중군과 비교하여 14.08(10.62-18.70)으로 유의한 관련성을 보였다. 그 외에 다른 요인들에 의한 대사증후군 유병위험은 통계적으로 유의하지 않았다. 본 연구는 IDF 기준을 적용하여 우리나라 성인의 대사증후군 유병률과 대상자의 특성에 따라 대사증후군 유병률을 파악하고, 교차비를 산출하여 관련요인을 확인하였다는 점에서 의미가 있다. 향후 연구에서는 여러 가지 대사증후군 진단기준을 적용하여 우리나라와 다른 나라의 대사증후군 유병률과 관련요인을 비교하고 우리나라 인구집단에 더 적합한 진단기준이 무엇인지를 확인하는 연구가 필요할 것으로 사료된다. 또한 본 연구는 단면조사 자료를 이용한 분석이므로 대사증후군 관련 요인은 시간적 전후관계를 파악할 수 없었다. 향후 연구에서 전향적 조사 자료를 이용할 필요가 있다고 사료되며, 생활습관을 보다 정확하게 평가할 수 있는 도구를 이용하여 측정할 것을 제안한다.

• 대한간호학회지
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• 제45권3호
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• pp.420-428
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• 2015

Purpose: Purpose was to explore associations between sleep duration and metabolic syndrome (MS) risks, and to determine factors associated with self-rated health (SRH) of adults with MS compared to other adults. Methods: This is a secondary data analysis based on the Fifth Korea National Health and Nutrition Examination Survey KNHANES V (N=12662). Study instruments included sleep duration, MS risk factors, SRH and health-related quality of life (HRQoL). Results: Mean age of participants was $43.68{\pm}12.26years$. Fifty-eight percent were women, and 18.3% were identified as having MS. Systolic blood pressure (SBP), diastolic blood pressure (DBP), and SRH were significantly different according to sleep duration (p <.05) among all participants. In the non MS group, male gender, younger age (19~30 and 41~50 age brackets) upper income level, sufficient sleep duration, and high density lipoprotein (HDL) were positively associated with SRH, whereas, lower education levels (${\leq}$ middle school), glucose level, and waist circumference were negatively associated with SRH (p <.05). In the MS group, lower income, lower education levels (${\leq}$ middle school), glucose level, and waist circumference were negatively associated with SRH, whereas, having an occupation was positively associated with SRH (p <.05). Conclusion: Results suggest that tailored approaches are required for prevention and control of MS and sleep duration of each individual should be considered rather than applying standardized guidelines. However, as sleep quality was not included in the analysis, further investigations regarding influence of sleep quality on MS and SRH and controlling for other lifestyle and health behavior factors are required.

• 보건교육건강증진학회지
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• 제31권5호
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• pp.81-95
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• 2014

Objectives: The purpose of this study was to apply participatory action-oriented training (PAOT) principle for the management of metabolic syndrome and to assess its effectiveness in the workplace. Methods: The metabolic syndrome management program applying participatory action-oriented training (PAOT) principle is constructed action checklist, Group discussion, self-creation of an action plan, after 3 months, 6 months, 1 year, the practice carried out check up and encourage practice activity. Results: The seventy-seven workers who participated in the metabolic syndrome management program made a total of 246 action plans, 3.8 action plans per person and 234 action plans were achieved after one year, so that 81.0% of action plans have been achieved. After 1 year, in the intervention group, systolic blood pressure (SBP) and diastolic blood pressure (DBP), body mass index (BMI), the risk factors score decreased statistically significant, and metabolic syndrome prevalence decreased 54.8%. whereas the control group also showed a significant decreased in the mean systolic and diastolic blood pressure, the risk factors score. but, low-density lipoprotein (LDL) was significantly increased. Conclusions: To improve the effectiveness of metabolic syndrome management program applying participatory action-oriented training (PAOT) principle, the need to continues implementing programs and analysis of the long-term effects are required. Participatory action-oriented training (PAOT) principle can applying without cost and time, the human burden for the prevention and management of chronic diseases such as metabolic syndrome.

• 대한방사선기술학회지:방사선기술과학
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• 제46권5호
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• pp.367-377
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• 2023

This study investigates the utility of the Triglyceride-glucose(TyG) index and Cardiometabolic Index(CMI) as predictors for diagnosing metabolic syndrome. The study involved 1970 males, 1459 females, totaling 3429 participants who underwent health checkups at P Hospital in Busan between January 2023 and June 2023. Metabolic syndrome diagnosis was based on the presence of 3 or more risk factors out of the 5 criteria outlined by the American Heart Association/National Heart, Lung, and Blood Institute(AHA/NHLBI), and participants with 2 or fewer risk factors were categorized as normal. Statistical analyses included independent sample t-tests, chi-square tests, Pearson's correlation analysis, Receiver Operating Characteristic(ROC) curve analysis, and logistic regression analysis, using the Statistical Package for the Social Sciences(SPSS) program. Significance was established at p<0.05. The comparison revealed that the metabolic syndrome group exhibited attributes such as advanced age, male gender, elevated systolic and diastolic blood pressures, high blood sugar, elevated triglycerides, reduced LDL-C, elevated HDL-C, higher Cardiometabolic Index, Triglyceride-glucose index, and components linked to abdominal obesity. Pearson correlation analysis showed strong positive correlations between waist circumference/height ratio, waist circumference, Cardiometabolic Index, and triglycerides. Weak positive correlations were observed between LDL-C, body mass index, and Cardiometabolic index, while a strong negative correlation was found between Cardiometabolic Index and HDL-C. ROC analysis indicated that the Cardiometabolic Index(CMI), Triglyceride-glucose(TyG) index, and waist circumference demonstrated the highest Area Under the Curve(AUC) values, indicating their efficacy in diagnosing metabolic syndrome. Optimal cut-off values were determined as >1.34, >8.86, and >84.5 for the Cardiometabolic Index, Triglyceride-glucose index, and waist circumference, respectively. Logistic regression analysis revealed significant differences for age(p=0.037), waist circumference(p<0.001), systolic blood pressure(p<0.001), triglycerides(p<0.001), LDL-C(p=0.028), fasting blood sugar(p<0.001), Cardiometabolic Index(p<0.001), and Triglyceride-glucose index (p<0.001). The odds ratios for these variables were 1.015, 1.179, 1.090, 3.03, and 69.16, respectively. In conclusion, the Cardiometabolic Index and Triglyceride-glucose index are robust predictive indicators closely associated with metabolic syndrome diagnosis, and waist circumference is identified as an excellent predictor. Integrating these variables into clinical practice holds the potential for enhancing early diagnosis and prevention of metabolic syndrome.

• 생물정신의학
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• 제18권1호
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• pp.46-54
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• 2011

Objectives : The objective of this study is to assess the prevalence and risk factors of metabolic syndrome (MS) among inpatients with schizophrenia, and to compare with general population. Methods : Nine hundreds seventy inpatients were included to assess the prevalence of MS from two mental hospitals in Yong-in city. Assessment of MS was performed based on modified American Heart Association criteria with abdominal obesity threshold of 90cm for men, 85cm for women. Comparative analysis was performed using age- and gender matched sample from Korea Health and Nutritional Examination Survey III. For evaluating risk factors, analysis included 766 inpatients taking consistent medications at least for 30 days. Results : The prevalence of MS of inpatients with schizophrenia was 26.2%, in females it was 33.2%, compared to 20.2% in males(p < 0.001). Compared to general population, the prevalence of MS was significantly lower in male and higher in female patients. In terms of criteria prevalence, who met abdominal circumference criterion were more prevalent in patient group(p < 0.001). After multivariate analysis, female gender and old age remained as risk factors of MS. Conclusions : The prevalence of MS of inpatients with schizophrenia was 26.2% and significantly low compared to general population. Female gender and old age were risk factors of MS.

• 보건의료산업학회지
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• 제12권3호
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• pp.143-156
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• 2018

Objectives: The aim of this study was to determine the affecting factors of metabolic syndrome (MetS) and it's components in Korean adults in their 30s and 40s. Methods: The present study assessed 1,215 subjects who participated in the Korea National Health and Nutrition Examination Survey in 2014. We analyzed the prevalence rate of MetS and it's components and their affecting factors. Results: The prevalence rate of MetS was 16%. Family history of diabetes mellitus and, low or high saturated fat intake were associated with MetS in males. Low income, low education, excessive sleep, excessive carbohydrate and low saturated fat intake were associated with MetS in females. Triglycerides showed the highest prevalence in males and were related to white collar socioeconomic status, smoking, and obesity. Triglycerides and high-density lipoprotein cholesterol were high in females, and triglycerides were affected by excessive sleep, family history, low saturated fat intake, and obesity. High-density lipoprotein cholesterol was affected by obesity. Conclusions: Because sex differences exist in MetS, it is necessary to intervene through diverse approaches. In particular, a continuous management and preventive intervention for obesity is needed.

• 한국융합학회논문지
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• 제10권5호
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• pp.43-50
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• 2019

본 연구는 여성의 건강요인과 대사증후군의 상관성을 연구하기 위해 2012-2014년 국민건강영양조사 원시자료를 이용하여 최종 6743명을 분석대상자로 하였다. 여성건강과 대사증후군과의 관련성을 보기 위한 나이 지역, 가구수입, 흡연, 직업을 보정 한 모델에서 폐경 전보다 폐경후가 1.44배 (95% CI:1.09-1.90)로 높아 유의하였고 첫 출산 연령군은 25세 이하 출산 연령군에 비교하여 26-30 세 그룹에서는 0.81배 (95% CI: 0.68-0.98), 31세 이상은 0.62배 (95% CI: 0.45-0.87)로 첫출산 연령이 높아질수록 대사증후군의 위험이 감소하였다. 결론적으로 대사증후군은 폐경과 첫출산 연령과 밀접하게 연관되어 있으며 향후 여성을 대상으로 하는 교육 프로그램을 개발함에 있어서 기초자료로 활용하고자 한다.

• 사상체질의학회지
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• 제34권4호
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• pp.27-37
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• 2022

Objectives The purpose of this study is to propose a method to more specifically identify Sasang constitutional risk factors of metabolic syndromes by adjusting the cut-off value of Korea Sasang Constitutional Diagnostic Questionnaire (KS-15). Methods Data of 1997 participants in Korean medicine Daejeon Citizen Cohort study (KDCC) were analyzed. Metabolic syndrome was defined according to the NCEP-ATP III, lifestyle information, and hematologic information including KS-15 and demographic characteristics were used as covariates. Results The 179 subjects with metabolic syndrome accounted for 9.0% of the total. As a result of determining the Sasang constitution for the KS-15 response based on the cut-off values (approximate 0.33), 0.5, and 0.6 of the constitutional score, when performed at the 0.6 cut-off model, the odds ratio of TE was 2.46 which showed a statistically significantly higher risk than the borderline group. For the accuracy of the model and the Area under the curve (AUC), the model accuracy based on the original cut-off of the KS-15 was 0.902 and AUC was 0.737. The accuracy of the model with cut-off of 0.5 and with of 0.6 were 0.904 and 0.902, respectively, and the AUCs were 0.687 and 0.741, respectively. Conclusion In this study, we confirmed that it is effective to increase the cut-off value of KS-15 to 0.6 in the metabolic syndrome risk model. It is expected that this could increase the accuracy of identifying high-risk groups for metabolic syndrome.

• 한국컴퓨터정보학회논문지
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• 제17권1호
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• pp.41-52
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• 2012

2005년도 국민건강영양조사에 의하면 우리나라 30세 이상의 인구에서 남자는 32.9%, 여자는 31,8%에서 대사증후군이 있는 것으로 보고되었다. 이러한 대사증후군은 유전적, 환경적 요인이 결합된 복합질환으로 다른 만성질환들과 같이 예방 및 관리에 중요성이 대두되고 있다. 본 연구에서는 시스템 아키텍처, 온톨로지와 Jena2.0 추론엔진을 사용하며 질병관련 가이드라인을 정리한 데이터를 통하여 서비스를 제안하였다. 본 논문에서는 상황에 따른 정확도 실험을 하였으며, 실험데이터는 930개의 데이터를 선별하여 실시하였다. 그 결과 상황데이터가 많을수록 맞춤형 서비스가 가능하다는 결과를 얻었으며, 대사증후군의 위험요소가 다양하기 때문에 여러 가지 상황데이터로서 맞춤형 서비스를 추천하는 것이 효과적으로 보인다.

• 디지털융복합연구
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• 제14권4호
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• pp.479-486
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• 2016

본 연구는 초등학교 5학년 남학생을 대상으로 12주 신체활동 중재가 비만 및 대사증후군 위험인자와 스마트폰 게임 참여에 미치는 영향을 검증하였다. 연구대상자는 초등학교 5학년 남학생 27명으로 실험군 16명, 대조군 11명으로 나누어 실시하였다. 신체활동 중재는 런닝과 줄넘기를 1일 60분, 주당 3회 실시하였고, 운동 강도는 50%에서 시작하여 70%까지 증가시켰다. 집단간 통계적 검증은 이원변량분석(two-way RM ANOVA)을 실시하였다. 연구결과, 비만과 대사증후군 지표, 스마트폰 게임 참여시간에 있어 신체활동 중재에 여부에 따라 유의한 상호작용 효과를 나타났다. 결론적으로 12주 신체활동 중재는 비만을 비롯한 대사증후군에 긍정적인 개선효과를 가짐과 동시에 부가적으로 스마트폰 게임 참여와 같은 부정적인 생활습관을 개선하는 효과를 가지는 것으로 사료된다.