• Title/Summary/Keyword: multiple logistic regression

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Health Promotion Life Profile of Normal-Weight and Obese Children in Elementary Schools (초등학교 정상체중아동과 비만아동의 건강증진 생활양식)

  • Cho, In-Sook;Kim, Mi-Won;Park, In-Hyae;Ryu, Hyun-Sook;Kang, Seo-Young
    • Child Health Nursing Research
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    • v.15 no.1
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    • pp.61-70
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    • 2009
  • Purpose: The purpose of this study was to identify the Health Promotion Life Profile of normal-weight and obese children, and factors related to obesity in elementary school children, and provide basic data for the development an obesity management program for these children. Method: The survey participants were 878 fourth to sixth grade elementary school children in Gwangju. $x^2$-test, t-test, ANOVA and multiple logistic regression with the SPSS program were used to analyze the collected data. Results: The Health Promotion Life Profile showed significant differences between normal-weight and obese groups according to food habits (t=3.305, p= .001) and exercise habits (t=-4.065, p=< .001). The Health Promotion Life Profile of obese children was also significantly different according to interest in weight control (F=3.044, p= .050), regular breakfast (F=3.699, p= .014), regular meals (F=6.868, p= .002). The multiple logistic regression analysis, showed that factors in obesity were significantly different according to gender, interest in weight control, fast eating, overeating and predilection for some food. Conclusion: The results of this study suggest that items on Health Promotion Life Profile such as food habits and exercise habits should be included in education programs to prevent obesity in elementary school children.

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Postoperative nausea and vomiting after general anesthesia for oral and maxillofacial surgery

  • Apipan, Benjamas;Rummasak, Duangdee;Wongsirichat, Natthamet
    • Journal of Dental Anesthesia and Pain Medicine
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    • v.16 no.4
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    • pp.273-281
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    • 2016
  • Background: Postoperative nausea and vomiting (PONV) is one of the most common postoperative complications. Despite this, few papers have reported the incidence and independent risk factors associated with PONV in the context of oral and maxillofacial surgery (OMFS). Therefore, we sought to determine the incidence of PONV, as well as to identify risk factors for the condition in patients who had undergone OMFS under general anesthesia. Methods: A total of 372 patients' charts were reviewed, and the following potential risk factors for PONV were analyzed: age, sex, body mass index, smoking status, history of PONV and/or motion sickness, duration of anesthesia, amount of blood loss, nasogastric tube insertion and retention and postoperative opioid used. Univariate analysis was performed, and variables with a P-value less than 0.1 were entered into a multiple logistic regression analysis, wherein P-values < 0.05 were considered significant. Results: The overall incidence of PONV was 25.26%. In the multiple logistic regression analysis, the following variables were independent predictors of PONV: age < 30 years, history of PONV and/or motion sickness, and anesthesia duration > 4 h. Furthermore, the number of risk factors was proportional to the incidence of PONV. Conclusions: The incidence of PONV in patients who have undergone OMFS varies from center to center depending on patient characteristics, as well as on anesthetic and surgical practice. Identifying the independent risk factors for PONV will allow physicians to optimize prophylactic, antiemetic regimens.

Treatment Process and Outcomes of Brain Injuried ER Patients (응급실 내원 뇌 손상 환자의 진료과정과 결과)

  • Hong, Hye-Ryeon;Jin, Ki-Nam;Lee, Dong-Woo;Kim, Jae-Su
    • Journal of Preventive Medicine and Public Health
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    • v.31 no.3 s.62
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    • pp.481-489
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    • 1998
  • Injuries and infectious diseases have been the most important public health problems since the beginning of human life. Injuries result in death of about 30,000 people each year in South Korea. In terms of years of life lost, injuries are considerably more costly than either heart disease or cancer. In terms of cost - both the direct costs of care and the indirect costs to individuals, families, and societies of a diminished life-injuries are among the most expensive of all social problems. The main purposes of this study are (1) to describe the outcomes as well as treatment process of brain injured patients and (2) to identify the factors impacting on length of stay during hospitalization and hospital fees. The research method used in this study was to review the medical records of five hundreds brain injured cases using systemic random sampling. The multiple logistic regression was administered to identify the factors impacting on the outcomes. The results are as follow : (1) the consultation .ate was found to be 72.9% while referral rate was 11.2%; (2) nearly 30% of the respondents were hospitalized over 30 days; (3) multiple logistic regression analyses revealed that the determinants influencing LOS were number of consultations, number of lab tests, and surgery; (4) the determinants of hospital fee were severity of brain injury, gender of patients, number of consultations, number of lab tests, and surgery.

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The Relationship between Existence of Spouses and Depression of Korean Elderly (우리나라 노인의 배우자 유무와 우울과의 관련성)

  • Park, Hyung-Su;Jung, Mi-Hwa;Yu, Jin-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.7 no.5
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    • pp.1181-1187
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    • 2012
  • The depression of the elderly decreases satisfaction in life and is also an important risky factor of their suicide. The subjects of the study were 615 males and 904 females aged above 65 who had the 2008 Korea National Health and Nutrition Examination Survey on the relations between presence of spouses and depression given by the Korea Center for Disease Control and Prevention. Through a chi-square test and a multiple logistic regression, the relations between general characteristics, contraction, health characteristics and depression were analysed. As a result of the multiple logistic regression for which age, family income, subjective health status, presence of activity limitation and stress were revised, the odds ratio of the males without spouses was 2.37(95% CI 1.03-5.45), which indicates that they had more depression than female subjects. However, for the female subjects, there were no relations between presence of spouses and depression.

Relationship between occupational stress and musculoskeletal symptoms of upper extremities among dental hygienists (치과위생사의 직무스트레스와 상지 근골격계 증상의 관련성)

  • Lee, So-Young;Ko, Hyo-Jin;Yu, Byeng-Chul
    • Journal of Korean society of Dental Hygiene
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    • v.12 no.5
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    • pp.897-908
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    • 2012
  • Objectives : This study was purposed to estimate prevalence of upper extremity musculoskeletal symptoms, level of occupational stress and their relationship among dental hygienists. Methods : This questionnaire study was performed during May to October 2010 with 317 dental hygienists worked in Busan and Gyeongsangnam-do recruited as study population. The occupational stress and upper extremity musculoskeletal symptoms were accessed using questionnaire of the Korean Occupational Stress Scale and musculoskeletal symptoms from the Korea Occupational Safety Health Agency. Data analysis was performed with the descriptive analysis, chi-square test, and multiple logistic regression analysis using SPSS(ver 19.0K)program. Results : The prevalence of upper extremity musculoskeletal symptoms and the level of occupational stress were 79.2% and $52.67{\pm}4.86$ in dental hygienists. By multiple logistic regression analysis, job insecurity(OR=2.86, 95% CI: 1.38-5.94 in stress high risk group; reference-stress low risk group) and organizational system(OR=3.32, 95% CI: 1.55-7.08 in stress high risk group; reference-stress low risk group) were associated with upper extremity musculoskeletal symptoms in dental hygienists. Conclusions : The overall prevalence of upper extremity musculoskeletal symptoms and level of occupational stress in dental hygienists were relatively high and some sub-scales of occupational stress were related with upper extremity musculoskeletal symptoms. Not only previously reported risk factors of musculoskeletal symptoms but also occupational stress should consider to prevent and improve upper extremity musculoskeletal symptoms in dental hygienists.

Related Factors and whether Oral Examination for Economically Active Population (경제활동 인구의 구강검진수검 여부 및 관련요인)

  • Kim, Min-Young;Kim, Ji-Hyun
    • The Journal of the Korea Contents Association
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    • v.18 no.10
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    • pp.175-182
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    • 2018
  • The purpose of this study was to examine the influence of factors related to whether or not to take oral examinations for 104,811 economically active population aged 25 to 54 years using the 2016 community health survey data. Multiple logistic regression analysis was performed to oral examination rate the effect general characteristics, socioeconomic and geographical characteristics, and oral health management behavior. The higher who age, the higher who education, have experience scaling, and the better who subjective oral health status, unmet dental needs rate of oral examination was higher. The higher the income level, the lower the oral examination rate. Age of economically active population, marital status, education level, area, income quartile, empolyment, scaling experience, unmet dental needs, there was a significant effect whether oral examination. The purpose of this study is to establish an positive basis for an effective oral examination program to improve accessibility to oral examinations.

Smoking Status and Nicotine Dependency of High School Students in Daegu (대구지역 고등학생들의 흡연실태 및 니코틴 의존도)

  • Seo, Young-Sook;Yoon, Hee-Jung;Kwon, Jin-Hee;Lee, Sung-Kook
    • Journal of the Korean Society of School Health
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    • v.16 no.1
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    • pp.105-119
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    • 2003
  • The purpose of this study was to surveyed the smoking status and pattern, nicotine dependence and factors associated with smoking and nicotine dependence for high school students in Daegu. In March. 2000, 1,593 students from 7 male and 6 female high schools located in Taegu were assessed with self-completing questionnaire. The major findings were as follows; Percentage of male smokers was 15.0% in general high school, 30.9% in business high school and that of female smokers was 5.0% in whole woman's high school. The median score of FTQ was 4.0 among male smokers and female smokers. the mean of FTQ score was $4.07{\pm}1.96$ in male and $3.94{\pm}1.63$ in female. Percentage of students with high FTQ score(FTQ$\geq$7) was 13.3% in male and 5.9% in female. In multiple logistic regression analysis, smoking had significant association with general characteristics such as personal-specifics factors, family environment factors and school environment factors. In multiple logistic regression analysis, nicotine dependence had significant association with school-age and duration of smoking On consideration of above findings, to prevent students from smoking and to reduce the smoking rate, we have to try together in house, school and society.

Relationship between Sleep and Mental Health in Middle School Female Students (여중생의 수면과 정신건강의 상호관련성)

  • Kim, Nam Jun;Kim, Sang-A;Park, Woong-Sub
    • Journal of agricultural medicine and community health
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    • v.42 no.4
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    • pp.244-253
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    • 2017
  • Objectives: The purpose of this study was to examine the relationship between sleep and mental health in middle school female students. Methods: For this purpose, We analyzed the data of 15,477 for middle school female students among the 2016 Korea Youth Risk Behavior Web-based Survey by multiple logistic regression based on the complex sample design. Results: Sleep duration of middle school female students in Korea were significantly associated with perceived stress, depressive experience, and suicidal idea, and subjective sleep satisfaction were significantly associated with perceived stress, depressive experience in results of multiple logistic regression. Conclusion: Sleep duration and subjective sleep satisfaction have a significant impact on the mental health of middle school female students. Therefore, in-depth research and policies to mental health of middle school female students through sleep duration and subjective sleep satisfaction increase are required.

Relationship between Health Behavior and Subjective Unhappiness in High School Students (고등학생의 건강행태와 주관적 불행감의 상호관련성)

  • Park, Sunu;Kim, Sang-A;Park, Woong-Sub
    • Journal of agricultural medicine and community health
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    • v.42 no.2
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    • pp.87-96
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    • 2017
  • Objectives: We studied the relationship between health behavior and subjective unhappiness in high school students. Methods: Using 27,097 responses from the 2015 Korea Youth Risk Behavior Web-based Survey for general high school students. we analyzed by multiple logistic regression based on the complex sample design Results: Unhappiness was positively related with the low economic status, smoking, drinking, fast foods intake, and negatively related with fruit intake in results of multiple logistic regression. Conclusion: Health behaviors have a significant impact on the unhappiness of high school students. Therefore, in-depth research and policies to decrease unhappiness of high school students through health promotion are required.

Relationship between Urine Cadmium and Bone Mineral Density of Residents Around Abandoned Metal Mines (폐금속광산 지역주민의 요중 카드뮴 수준 및 골밀도와의 관련성)

  • Jung, Kyung-Sick;Kim, Nam-Soo;Ahn, Seung-Chul;Lee, Byung-Kook
    • Journal of Environmental Health Sciences
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    • v.38 no.4
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    • pp.323-331
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    • 2012
  • Objectives: The objective of this study was to investigate the possible effects of environmental cadmium (Cd) exposure on of bone mineral density (BMD) levels. Methods: A total of 171 residents around abandoned mines in Chungcheongnam-do were surveyed in 2008-2011. Urinary Cd and BMD were analyzed by atomic absorption spectrometry and Dual-Energy X-ray absorptionmetry, respectively. Osteoporosis and osteopenia were defined by T-scores set by the WHO; Tscore ${\geq}$ -1.0, normal; -1.0 > T-score > -2.5, osteopenia; and T-score ${\leq}$ -2.5, osteoporosis. Logistic and multiple linear regressions were applied to estimate the association between U-Cd levels and BMD. Results: The U-Cd geometric mean of 171 Koreans was 2.79 ${\mu}g/g{\cdot}cr$. The U-Cd concentration was significantly higher among women (2.98 ${\mu}g/g{\cdot}cr$) than men (2.39 ${\mu}g/g{\cdot}cr$). With the multiple regression model, the BMD was influenced by U-Cd, BMI, and monthly income. With the logistic regression model, osteoporosis was associated with U-Cd levels (OR = 3.239, 95% CI = 1.770-5.927). Conclusions: We conclude that exposure to cadmium is associated with an increased risk of osteoporosis.