• Title/Summary/Keyword: multiple logistic regression

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Job Stress and Work-Related Musculoskeletal Symptoms of 119 Emergency Medical Technicians (119 구급대원의 직무스트레스와 근골격계 증상과의 관계)

  • Hong, Sun-Woo;Uhm, Dong-Choon;Jun, Myung-Hee
    • Korean Journal of Occupational Health Nursing
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    • v.19 no.2
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    • pp.223-235
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    • 2010
  • Purpose: This study was done to investigate the prevalence of job stress and musculoskeletal symptoms, and to identify the factors that affect work-related musculoskeletal symptoms of the 119 Emergency medical technicians (EMT). Method: From August 26 to September 10, 2010, the data were obtained from 456 EMT working in Daejeon city or Choongnam province. For data analysis, descriptive statistics and multiple logistic regression were performed using SAS version 9.1. Results: Physical environment, job demand, interpersonal conflict, and occupational climate were stressful to 119 EMT. The prevalence of musculoskeletal symptoms of female EMT was higher than those of the male EMT's. After gender and age were adjusted, there ware significant relationships between musculoskeletal symptoms and some risk factors including occupational class, hours of intensive musculoskeletal use, previous injury or work-related injury, physical burden, and job stress. Overall, a higher degree of job stress increased musculoskeletal symptoms. Conclusion: Job stress is a major cause of musculoskeletal symptoms. To prevent and manage musculoskeletal disease of 119 EMT, there is a need to develop a management program for musculoskeletal symptoms to reduce occupational stress, considering gender differences.

Effects of Personal Characteristics and Public Hospitals Awareness by Community Residents on use-experience of Public Hospitals (지역주민 특성과 인지도가 공공병원 이용경험에 미치는 영향)

  • Sim, In Ok;Hwang, Eun Jeong
    • Korea Journal of Hospital Management
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    • v.19 no.4
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    • pp.45-56
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    • 2014
  • Purpose: This study aims to explore the effects of personal characteristics, satisfaction, quality of care, role performance, image, awareness level of public hospitals perceived by community residents on use-experience of public hospitals. Methods: A cross-sectional survey was conducted with 2,100 community residents around 39 district public hospitals. The questionnaire was designed to collected information on personal characteristics and community awareness of public hospitals. The community awareness consists of 5 factors and 15 items. The data were collected utilizing call-interview by a survey company. Results: The personal characteristic and community awareness were shown significant differences between having use-experience and not-having use-experience of public hospitals (p<.001), except gender. As the results of multiple logistic regression, the significant variables of use-experience of public hospitals were satisfaction (OR=1.06 95%CI=1.010-1.116), quality of care (OR=1.07, 95%CI=1.016-1.134, level of awareness to public hospitals (OR=1.50, 95%CI=1.378-1.632), age (OR=0.43, 95%CI=0.236-0.785), education (OR=1.62, 95%CI=1.013-2.590), type of medical security (OR=0.37, 95%CI=0.142-0.945). Conclusions: Public hospitals have to effort to improve community awareness through providing quality of care, and role performance. It is possible to support them by the Central and Local Government.

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Comparison of Elementary Students' Health Behaviors by Geographical Regions (우리나라 초등학생들의 지역별 건강생활실천 비교)

  • Lee, Jung-Yul;Lee, Kyu-Yung;Houng, Yun-Mi
    • Korean Journal of Health Education and Promotion
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    • v.24 no.4
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    • pp.87-98
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    • 2007
  • Background: Health promotion services should be provided based on clients' health promotion needs. To provide health promotion services for elementary students in Korea, health promotion needs by geographical regions should be analyzed. Purpose: To analyze elementary students' health behaviors by regions. Method: Elementary students of 4018 from large cities, 1636 from medium sized cities, 328 from rural areas were included. Data collection was done using items from National Health and Nutrition Survey and was collected by mail from schools. For data analysis, Chi-square test and multiple logistic regression were utilized. Result: From comparison of health behaviors, there were no significant differences between large cities and medium sized cities. However, there were significant differences between urban students and rural students in terms of fast food intake, breakfast, soft drink intake, sleeping hours, tooth brush, and obesity. Conclusion: Health promotion services, especially correcting unhealthy eating behaviors for rural elementary students should be focused.

Positive and Negative Influence of Social Network on Self Rated Health and its Gendered Pattern (사회적 관계망의 긍정적, 부정적 기능이 성별 주관적 건강에 미치는 영향)

  • Park, Su-San;Cho, Sung-Il;Jang, Soong-Nang
    • Korean Journal of Health Education and Promotion
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    • v.28 no.4
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    • pp.39-49
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    • 2011
  • Objectives: This study was to examine the association between structural and functional characteristics of social network and self-rated health in middle-aged Korea population. We also explored gender difference in the relationship between social network and health. Methods: Data were collected from individuals aged 40-69 years old participating in the 2005 survey for the Korean Genome & Epidemiology Study. We examined the association between social network, social support, social conflict and self-rated health using multiple logistic regression analysis stratified by gender. Results: The extent and contact frequency of close people, and social participations were associated by not only the positive function but also the negative function of social network. Both the positive and negative functions of social network affected self-rated health. The relationship between the function of social network and health showed a gender difference: only positive function was significantly associated with health in men while only negative function had significant relationship with health in women. Conclusions: Social support and social conflict affected the health in both genders through different ways. The ambivalent effect of social network on health should be explored further.

Sick Building Syndrome and the Related Factors in Office Workers (일부 대형빌딩 근무자에서 sick building syndrome의 위험요인에 관한 연구)

  • Baik, Jae-Joong;Cho, Soo-Hun;Park, Byung-Joo;Kang, Dae-Hee
    • Journal of Preventive Medicine and Public Health
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    • v.30 no.1 s.56
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    • pp.157-170
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    • 1997
  • A cross-sectional study was conducted to investigate the prevalence and risk factors for symptoms associated with sick building syndrome in four office buildings located in Seoul. Information on personal factors, job-related factors, and medical history were collected using self-administered questionnaires modified from the National Institute for Occupational Safety and Health Indoor Air Quality questionnaire in 321 office workers in these buildings. The prevalence of general and irritant symptom groups was higher than the prevalence of dermatologic and respiratory symptom groups. Daily total work time, work time in the office, and work time with video display terminals (VDT) were identified as the risk factors for symptom groups associated with sick building syndrome by multiple linear logistic regression analysis. In conclusion, these results indicated that the symptom prevalence in this study is similar with the results reported from previous studies conducted in other countries and work time and work with VDT are related to sick building syndrome in Korea.

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The Prevalence Rate and the Risk Factors for Liver Disease among Schoolteachers (교사의 간장질환 유병률 및 질환발생의 위험요인에 관한 연구)

  • Park, Hyun-Ju;Kim, Wha-Juong
    • Journal of the Korean Society of School Health
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    • v.14 no.2
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    • pp.269-277
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    • 2001
  • This study examined the health conditions of schoolteachers in terms of the prevalence rate and risk factors for liver disease. A cohort design was conducted for 21,319 teachers who were born from 1953 to 1957. The cohort was constructed for teachers who had no disease history such as liver disease, hypertension, cerebral vascular disease, heart disease, diabetes mellitus and cancer, and had 'normal' results from liver disease examinations in 1998. They were followed up from 1998 to 2000. SAS 6.12 was used for the data analysis. The results were as follows; (1) Prevalence rates of liver disease per 1,000 people in 1998 were 43.0. (2) The 2-year cumulative incidence of liver disease was 433/16,103(26.9/1000 persons). (3) Factors such as sex, age, school type(private or public), drinking, smoking, exercise, BMI, weight gain, fasting-blood sugar levels and total cholesterol levels were statistically significant. The significant risk factors of liver disease be identified from the multiple logistic regression analysis were age, sex(male), drinking, smoking, BMI, weight gain, fasting-blood sugar levels, and total cholesterol levels.

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Influencing factors to Academic Achievement according to Demographic and Socio-economic Characteristics, Health Behaviors and Health Status in Korean Adolescents (중·고등학생들의 인구사회경제적 특성, 건강관련행위 및 주관적 건강인지가 학업성취도에 미치는 영향)

  • Yoon, Byoung-Jun
    • The Journal of Korean Society for School & Community Health Education
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    • v.20 no.3
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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.

Predictors of Sexually Transmitted Infection among Adolescent Females in Korea (성경험이 있는 여자 고등학생의 성매개감염 영향요인)

  • Lee, Jaeyoung
    • Journal of the Korean Society of School Health
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    • v.31 no.2
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    • pp.70-78
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    • 2018
  • Purpose: This study investigated the predictors of Sexually Transmitted Infections (STI) among female teenagers in Korea who have had intercourse at least once. Methods: This study is based on the 12th Korea Youth Behavior Web-based Survey conducted in April 2016. Data were collected from 798 middle schools and high schools nationwide in Korea and 65,528 students participated. Among the participants, the subjects of this study were 537 female high school students (Grade 10~12). The data were analyzed through complex samples multiple logistic regression using SPSS statistics 22. Results: Among the 537 female adolescents, 11.9% replied they had experienced STI. The predictors of STI among the subjects were 'age at first intercourse' and 'sexual intercourse after drinking'. The risk of STI was lower in the middle (OR=0.26, 95% CI=0.10~0.64) and high school (OR=0.11, 95% CI=0.04~0.27) age groups than those who had their first sexual intercourse at an elementary school age. The sexual intercourse after drinking group had a higher risk of STI, compared to the no sexual relation after drinking group (OR=2.54, 95% CI=1.28~5.07). Conclusion: Practical sex education programs should begin from the elementary stage in order to protect more female adolescents from STI. In addition, sex education including an alcohol prevention program should be considered to lower STI among female adolescents.

Effects of Lifestyle Habits, Smartphone Addiction, and Mental Health on Irritable Bowel Syndrome in College Students (대학생의 생활습관, 스마트폰 중독, 정신건강이 과민대장증후군에 미치는 영향)

  • Lee, Soon Hee;Cha, Eun Jeong
    • Journal of the Korean Society of School Health
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    • v.33 no.2
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    • pp.89-96
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    • 2020
  • Purpose: The aim of the research was to define the effects of lifestyle habits, smartphone addiction, and mental health on irritable bowel syndrome in college students Methods: The data was collected through convenience sampling of 185 college students. To draw conclusions from the data, we used statistical analysis of independent t-test, χ2 test, Fisher's exact test, and multiple logistic regression using SPSS/WIN 24.0. Results: There were significant differences in gender, grade, major, mental health, and smartphone addiction according to the presence of irritable bowel syndrome. Variables identified as influencing factors were gender (OR=4.03, CI: 1.42~11.49) and mental health (OR=1.05, CI: 1.01~1.08). Conclusion: In order to alleviate and improve the symptoms of irritable bowel syndrome, it is necessary to assess and continuously manage mental health, such as stress, anxiety and depression of college students, which are the factors that could be intervened.

Impact of Working environment on Psychological Well-being in Male Baby boomers (베이비붐세대 남성의 근무환경이 심리적 안녕감에 미치는 영향)

  • Park, Min-Jeong;Kim, Hyeong-seon
    • Journal of Korean Public Health Nursing
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    • v.30 no.1
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    • pp.17-29
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    • 2016
  • Purpose: The purpose of this study is to measure psychological well-being and to examine the associated factors in male baby boomers using Korean Working Conditions Survey Data 2011. Methods: This study was based on the 3rd Korean Working Conditions Survey Data 2011, which was conducted from June to November 2011 by the Occupational Safety and Health Research Institute. The total number of subjects was 3,340 male employees, who were born from 1955 to 1963 and responded to the question regarding occupational stress. Chi-square and multiple logistic regression were used for data analysis using the SAS ver 9.3 program. Results: Approximately 54.5% of the male babyboomer employees did not have psychological well-being. Factors associated with psychological well-being were weekend-shift and occupational stress including job insecurity, organizational system, and lack of reward. Night-shift and long working hours influenced psychological well-being, but the difference was not statistically significant. Conclusion: This study is a meaningful attempt to measure psychological well-being and perform an analysis of associated factors in male baby boomer employees using nationwide survey data. We suggest a complex institutional supplement in terms of national and employers to increase the psychological well-being of baby boomers.