• Title/Summary/Keyword: multiple logistic regression

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The Interaction of High Sensitivity C-Reactive Protein and Uric Acid on Obesity in Koreans: Based on the Seventh Korea National Health and Nutrition Examination Survey (KNHANES VII, 2016~2018) (대한민국에서 비만에 대한 고감도 C-반응성 단백과 요산의 상호작용: 제7기 국민건강영양조사를 이용해서(KNHANES VII, 2016~2018))

  • Pyo, Sang Shin
    • Korean Journal of Clinical Laboratory Science
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    • v.53 no.4
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    • pp.342-352
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    • 2021
  • We used data from the 7th Korea National Health and Nutrition Examination Survey (KNHANES) (2016~2018) to investigate an association between high sensitivity C-reactive protein (hsCRP) and uric acid in the obese. Obesity was defined as a body mass index (BMI) of 25 kg/m2 or more, severe obesity as a BMI of 30 kg/m2 or more, and morbid obesity as a BMI of 35 kg/m2 or more. In the complex samples multiple logistic regression, despite adjustment by adding major risk factors, the odds ratio (OR) for obesity was higher in the group with high levels of both, hsCRP and uric acid than the reference group at all stages (obesity, OR 1.89, P<0.001 vs. severe obesity, OR 5.04, P<0.001 vs. morbid obesity, OR 8.20, P<0.001). The association between hsCRP and uric acid in obese patients increased from 1.89 to 8.20 as the obesity level increased, suggesting that participants with increased BMI were significantly affected by hsCRP and uric acid. Moreover, the interaction between hsCRP and uric acid was statistically significant even in the model corrected for major confounding factors (P for interaction=0.009).

Successful Factors of Smoking Cessation for Male Workers from Small and Medium Enterprises Registered with Local Tobacco Control Center (일개 지역금연지원센터에 등록된 중소규모 사업장 남성 근로자의 금연 성공 요인)

  • Ryu, Il-Hwa;Park, Ki-Soo
    • Journal of agricultural medicine and community health
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    • v.46 no.4
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    • pp.253-265
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    • 2021
  • Objectives: The aim of the study is to identify the success factors of 6 months of smoking cessation targeting male workers in small and medium-sized businesses. Methods: The subjects of this study were smoking male workers who had got the visiting services at a tobacco control center to stop smoking from January 2018 to December 2020. Total number of the participants was 767. Results: The male workers in small and medium enterprises had a success rate of 20.2% for smoking cessation for 6 months. With multiple logistic regression, the factors causing the differences in the success rate for 6 months of the workers were as follows. - The odds ratios (ORs)(95% confidence interval, CI) of the age group of under 29 and 40-49 years were 0.10 (0.03-0.29) and 0.43 (0.24-0.76), respectively, compared to the 50 years and older group. The ORs (95% CI) of the daily average of smoking group of 11-20 and more than 21 were 0.52(0.34-0.80) and 0.46(0.24-0.90), respectively, when compared to the group of 1-10. The ORs (95% CI) of the supporting persons for quitting smoking group of with spouse and other family were 1.99(1.18-3.34), compared to the group with no one. Conclusions: This study showed that the chance of success for smoking cessation for 6 months is higher when the subjects have spouses and other family Supporting persons for quitting smoking. And it also shows that the less they smoke a day and the older they are, the more likely it is to succeed in quitting smoking.

Association Between Anxiety and Depression and Gastroesophageal Reflux Disease: Results From a Large Cross-sectional Study

  • Choi, Ji Min;Yang, Jong In;Kang, Seung Joo;Han, Yoo Min;Lee, Jooyoung;Lee, Changhyun;Chung, Su Jin;Yoon, Dae Hyun;Park, Boram;Kim, Yong Sung
    • Journal of Neurogastroenterology and Motility
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    • v.24 no.4
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    • pp.593-602
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    • 2018
  • Background/Aims The different clinical manifestations of gastroesophageal reflux disease (GERD) may be influenced by associated psychological factors. We evaluated the psychological status (anxiety and depression) according to each subtype of GERD. Methods Subjects who underwent esophagogastroduodenoscopy and completed a symptom questionnaire between January 2008 and December 2011 were analyzed. The subjects were classified into the following groups: erosive reflux disease (ERD), non-erosive reflux disease (NERD), asymptomatic erosive esophagitis (AEE), and controls. Anxiety and depression were assessed using the State-Trait Anxiety Inventory and Beck Depression Inventory, respectively. Results We analyzed 19 099 subjects: 16 157 (84.6%), 176 (0.9%), 1398 (7.3%), and 1368 (7.2%) in the control, ERD, NERD, and AEE groups, respectively. Multiple multinomial logistic regression revealed a significant association of increased state (adjusted OR, 1.89; 95% CI, 1.53-2.33) and trait anxiety (adjusted OR, 1.78; 95% CI, 1.34-2.35) and depression (adjusted OR, 2.21; 95% CI, 1.75-2.80) with NERD. ERD group showed a significant association only with state anxiety (adjusted OR, 2.20; 95% CI, 1.27-3.81) and depression (adjusted OR, 2.23; 95% CI, 1.18-4.22). The AEE group, however, did not show any significant association with psychological factors. Conclusion This cross-sectional study revealed that anxiety and depression levels were significantly higher in subjects with GERD (notably in the NERD) than in controls.

Factors Associated with Ruptured Intracranial Aneurysm in a Hospital (일개 병원의 뇌동맥류 파열의 위험요인)

  • Lee, En-Ha;Yun, So-Young;Choi, Ja-Yun
    • Journal of the Korea Convergence Society
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    • v.10 no.1
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    • pp.339-351
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    • 2019
  • This study was conducted to identify the factors associated with the ruptured intracranial aneurysm (RIA) among demographic, admission to hospital, clinical, aneurysym itself and lifestyle characteristics. Medical records of RIA patients and un-RIA patients which had been admitted to undergo treatment including surgery (From January to December 2016) were included into data analysis. Multiple logistic regression showed that two and more than warning signs (14.14 (CI: 1.25-159.40)) indicated the greatest odds ratio with RIA, was followed by headache more than 3 scores (13.95 (CI: 3.68-52.83)), the admission via emergency room (13.62 (CI: 4.85-38.26)), single marital status (9.72 (CI: 2.22-42.49)), 1 mmHg increased systolic blood pressure (1.04 (CI: 1.01-1.08)), 1 score increased GCS (0.58 (CI: 0.37-0.90)), arrythmia finding in electrocardiogram (3.70 (CI: 1.22-11.22)) and increased age (0.95 (CI: 0.91-0.99)). The risk groups having factors associated with RIA were identified. Preventive activities including routine assessment should be done before developing the rupture and urgent care should be needed after developing the rupture for risk groups.

A Study on the Influence of Consumer Choice on the Preference Reversals by Product Attribute : Focusing on Comparison of Medical Service Products and General Products (제품의 속성별 선호역전에 따른 소비자의 선택변화 영향 연구 : 의료서비스 상품과 일반 제조품 비교 중심으로)

  • Han, Yong-Jun;Jo, Seong-Chan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.122-132
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    • 2019
  • This study investigated the effects of preference reversal according to product characteristics and situation. To investigate the relationship between consumer preference reversal and selection change, three research problems were set up and multiple logistic regression analysis was performed considering categorical dependent variables. The results showed that the decrease in preference for the medical service products and general manufacturing products had a significant effect on selection change and selection delay. In addition, we found that selection change according to the importance of attributes in the medical service product was more sensitive than the general product, while selection change according to the preference reversal was higher in general products. This study examined the causal relationship between choices by illuminating the preference concept as the central value of consumers from a different viewpoint than the existing preference and preference inversion research. In addition, the results of this study suggest that it can include not only selective change according to preference reversal, but also alternatives such as selective delay.

Estimated glycemic load (eGL) of mixed meals and its associations with cardiometabolic risk factors among Korean adults: data from the 2013~2016 Korea National Health and Nutrition Examination Survey (GL 예측모델 (estimated Glycemic Load, eGL)을 활용한 한국 성인의 식사 평가 및 대사질환 지표와의 연관성 연구 : 2013~2016년 국민건강영양조사 자료를 활용하여)

  • Ha, Kyungho;Nam, Kisun;Song, YoonJu
    • Journal of Nutrition and Health
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    • v.52 no.4
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    • pp.354-368
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    • 2019
  • Purpose: This study evaluated the glycemic response of diets using estimated glycemic load (eGL), which had been developed for mixed meals for Korean adults, and examined its associations with cardiometabolic risk factors among Korean adults. Methods: A total of 4,655 men and 6,760 women aged 19 years and above were included from the 2013 ~ 2016 Korea National Health and Nutrition Examination Survey. eGL was calculated by each meal (breakfast, lunch, dinner, and snack) and then summed to give daily total eGL. A multiple logistic regression analysis was used to examine the association. Results: Mean daily total eGL was 112.6 in men and 99.3 in women. Daily total eGL was positively associated with carbohydrate and fiber intakes, but negatively associated with protein and fat intakes in both men and women (p < 0.05 for all). Daily total eGL showed an inverse association with HDL-cholesterol level in both men and women (p = 0.0036 for men and p = 0.0008 for women). Men in the highest quintile of daily total eGL showed a 66% increased risk of hypercholesterolemia (OR, 1.66; 95% CI, 1.10 ~ 2.50; p for trend = 0.0447) compared with those in the lowest quintile. Conclusion: These findings suggest that eGL based on carbohydrate, protein, fat and fiber intakes can reflect glycemic response and therefore can be used as an index for dietary planning, nutrition education and in the food industry.

Factors and Their Correlation with Injury Severity of Elderly Pedestrian Traffic Accidents

  • Hyun, Tae gyu;Yeom, Seok-Ran;Park, Sung-Wook;Lee, Deasup;Kim, Hyung bin;Wang, Il Jae;Bae, Byung Gwan;Song, Min keun;Cho, Youngmo
    • Journal of Trauma and Injury
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    • v.32 no.3
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    • pp.143-149
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    • 2019
  • Purpose: No previous study has assessed elderly pedestrian traffic accidents based on a nationwide database. This study aimed to help primary physicians who examine patients in emergency departments to determine and make prompt and accurate treatment decisions. Methods: This study used data from the Emergency Department-based Injury Indepth Surveillance from 2013 to 2017, managed by the Korea Centers for Disease Control and Prevention. Pedestrians aged ${\geq}65years$ were included, and using multivariate logistic regression multiple factors were analyzed to determine their relationship with injury severity. Results: Of 227,695 subjects, 6,498 were included, of whom 2,065 (31.8%) were severely injured. There were more female than male patients in all severity groups. Most accidents occurred in the afternoon and on general roads. In the multivariate analysis, the odds ratio (OR) of injury severity for male pedestrians was 1.165 (95% confidence interval: 1.034-1.313, p=0.012). Older age of patients and the use of ambulances were associated with greater injury severity. The accident time affected the degree of injury severity; i.e., compared to dawn, injury severity increased in the morning (OR: 1.246, p=0.047) and decreased at night (OR: 0.678, p<0.001). A significant difference was noted in the correlation between the type of vehicle causing the accident and the accident severity; i.e., motorcycle accidents had lower severity than bicycle accidents (OR: 0.582, p=0.047). Conclusions: Injury severity was correlated with sex, age, transportation to the ED, TA onset time, and type of vehicle. The study results suggest that injury severity may be positively reflected in initial assessments and overall integrated treatments by physicians and in the related policies.

Depressive Symptoms of Caregiving Grandmothers in South Korea (손자녀를 돌보는 한국 조모들의 돌봄 특성에 따른 우울 증상)

  • Lee, Ja-kyung;Jang, Soong-nang
    • 한국노년학
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    • v.36 no.3
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    • pp.693-709
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    • 2016
  • This study was to investigate depressive symptoms of caregiving grandmothers in South Korea and related factors focusing on caregiving characteristics. The data were drawn from the fourth wave of Korean Longitudinal Study on Ageing (KLoSA). The study participants were 3,291 grandmothers who had at least one grandchild, and we limited our analysis to 127 grandmothers who had provided care for their grandchild(ren) during the past one year. As for the depressive symptoms, Center for Epidemiological Survey-Depression 10(CES-D 10) short version were applied. Caregiving characteristics including caregiving duration by weeks per year, caregiving hours per week and the number of grandchildren who received grandmother care were examined. A multiple logistic regression was performed to detect association between caregiving characteristics and depressive symptoms while adjusting for general socioeconomic characteristics and health status of caregiving grandmothers. The longer duration of caregiving lowered the depressive symptoms and in contrast, those who spent more hours for providing care to their grandchildren were more exposed to the depressive symptoms. Physical pain significantly increased their depressive symptoms and low income level were more likely to induce depressive symptoms. More detailed studies on grandchild caregiving patterns among grandmothers were needed. Also, tailored support policy and services should be considered to alleviate their burden and depression in the future.

The Relationship between Smoking, Alcohol Drinking and Vitamin D Level among Korean Adults : From the Korean National Health and Nutrition Examination Survey 2013-2014 (한국 성인에서 흡연 및 음주와 비타민 D 수준과의 관련성)

  • Lee, Yun-Kyung;Park, Jong;Ryu, So-Yeon;Choi, Seong-Woo;Shin, Jun-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.3
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    • pp.231-242
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    • 2019
  • The aim of this study was the relationship between smoking, alcohol drinking and vitamin D level among Korean adults using data from the '6th(2013-2014) Korean National Health and Nutrition Examination Survey'. The data used in this study were analyzed for 3,565 people who were over the age of 19 ages and checked vitamin D level and consumption frequencies of vitamin D rich foods among 15,568 respondents to the '6th(2013-2014) Korean National Health and Nutrition Examination Survey'. The subjects were divided into four groups: None group(non-smoking and non-alcohol drinking), smoking only group, alcohol drinking only group and both group (smoking and alcohol drinking). The mean serum vitamin D level of the subjects was $16.5{\pm}0.20ng/mL$ and 73.5% of vitamin D levels were insufficient and deficiency. The results from hierarchical multiple logistic regression showed that the Odds ratio for insufficient vitamin D due to smoking and alcohol drinking were significantly higher in the smoking only group 2.281(95% CI 1.080-4.817)times and both group 1.356(95% CI 1.010-1.922)times than none group. Our results showed the relationship between smoking, alcohol drinking and vitamin D level was significant in Korean adults. Future studies, such as a more systematic cohort study investigating the relationship between smoking, alcohol drinking and vitamin D level may be helpful in confirming the causal relationship between smoking, alcohol drinking and vitamin D level.

An Investigation of Socio-Demographic Characteristics, Medical Use in Juvenile and Adolescents : Using Korea Health Panel Data (2015) (아동과 청소년의 인구사회학적 특성 및 의료이용 연구: 2015년 한국의료패널 자료를 이용하여)

  • Moon, Jonghoon;Park, Kyoungyoung
    • Journal of The Korean Society of Integrative Medicine
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    • v.7 no.2
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    • pp.111-119
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    • 2019
  • Purpose : The aim of this study was to investigate patterns of medical use among juveniles and adolescents, including for chronic disease, in Korea. The study sought to do the following: (a) investigate the extent to which chronic diseases account for medical expenditures, (b) investigate and the socio-demographic characteristics associated with medical use, and (c) identify the differences in medical use between juveniles and adolescents. Methods : We used data from the 2015 Korean Health Panel and selected 12 variables. The socio-demographic characteristics investigated included, growth period (juvenile, adolescents), gender, family income, national basic livelihood act status, disability registration, and degree of disability. There were five medical factors that were considered: emergency room use, hospitalization use, hospital outpatient use, chronic disease, and medical expenditure. Data were analyzed using stepwise multiple and logistic regression. Results : The prevalence of chronic disability in juveniles and adolescents was 31.1 % and 1 %, respectively. The factors affecting medical expenditures included hospitalization use, hospital outpatient use, family income, disability, gender, chronic disease, and emergency room use ($R^2=.160$, p<.05). For national basic livelihood act recipients, the probability of having chronic disease was about 1.6 times higher (OR=1.597, 95 % CI=1.092-2.335, p=.016), compared with non-national basic livelihood act recipients. People with disabilities were 6.6 times more likely than those without disabilities to suffer from chronic disease (OR =6.571, 95 % CI=2.776-15.556, p<.001). Hospital outpatient user was 2.3 times higher than non-user (OR=2.260, 95 % CI=1.702-3.001, p<.001). Juveniles had a 1.7 times and 6.2 times higher likelihood of emergency rooms user (OR=1.654, 95 % CI=1.270-2.155, p<.001), and hospital outpatient user than adolescents (OR=6.208, 95 % CI=4.443-8.676, p<.001). Conclusion : The findings of this study suggest that health care services for juveniles is needed to manage chronic diseases that have an effect on medical expenditures.