1.Logistic regression analysis.
Journal of the Korean Academy of Family Medicine 2001;22(7):1007-1020
No abstract available.
Logistic Models*
2.Statistical notes for clinical researchers: logistic regression.
Restorative Dentistry & Endodontics 2017;42(4):342-348
No abstract available.
Logistic Models*
4.A Study on the Sleep Itisorder of a Part of Manufacturing Plant Workers.
Jeoung Kyun RHO ; Ki Ha YOO ; Young Soo LEE ; Young Chae GHO
Korean Journal of Occupational and Environmental Medicine 1994;6(2):377-383
This study was conducted to investigate sleep qualifies of manufacturing workers. The data were collected from the 479 manufacturing factory workers who were most 3 shift workers. The results obtained were as follows. The prevalence rate of sleep disorder was 32.8%, rate of difficulty in initiating sleep was 11.9%, that of difficulty in maintaining sleep was 6.1%, and that of early morning awakening was 6.9%. DisoTdeTs of difficulty in maintaining sleep was low in the age group of twenties and high in thirties. The gloup of sedative or alcohol use before sleep induction shewed high Prevalence Tate of sleep disorder. The group of satisfying for job or family had the lower rate of sleep disorder than the unsatisfying group. The rate of sleep disorder were low in the group of day sleeping, no physical pain. The variables such as day sleep, physical pain and job tenure showed statistical significance in the logistic regression of sleep disorder.
Humans
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Logistic Models
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Plants*
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Prevalence
5.Occupational Risk Factors Associated with Musculoskeletal Symptoms in Public Workers.
Sei Kyun NOH ; Ju Hwan CHOI ; Dong Hoon SHIN ; Mi Young LEE ; In Sung CHUNG
Korean Journal of Occupational and Environmental Medicine 2012;24(4):410-419
OBJECTIVES: The purpose of this study was to examine the occupational risk factors associated with musculoskeletal symptoms in public workers. METHODS: In November 2010, 544 participants anwered a survey that included questions on the participants' general characteristics, job-related factors, health-related behaviors, and psychosocial stress. We measured the relationship of risk factors to musculoskeletal symptoms using a logistic regression analysis. RESULTS: After adjusting for general characteristics, factors associated with occupational musculoskeletal symptoms were gender (OR=2.858, 95% CI=1.701~4.801), unnatural posture (OR=2.386, 95% CI=1.308~4.354), psychosocial stress (OR=4.051, 95% CI=1.336~12.282) and sleep quality (OR=1.672, 95% CI=1.052~2.660). CONCLUSIONS: These findings suggest that psychosocial stress levels and physical environment (especially in professions requiring an unnatural posture) are related to musculoskeletal symptoms in public workers.
Logistic Models
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Posture
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Risk Factors
6.Analysis of reliability of professor recommendation letters based on concordance with self-introduction letter.
Korean Journal of Medical Education 2013;25(4):337-341
PURPOSE: The purpose of this study was to examine the concordance between a checklist's categories of professor recommendation letters and characteristics of the self-introduction letter. METHODS: Checklists of professor recommendation letters were analyzed and classified into cognitive, social, and affective domains. Simple correlation was performed to determine whether the characteristics of the checklists were concordant with those of the self-introduction letter. The difference in ratings of the checklists by pass or fail grades was analyzed by independent sample t-test. Logistic regression analysis was performed to determine whether a pass or fail grade was influenced by ratings on the checklists. RESULTS: The Cronbach alpha value of the checklists was 0.854. Initiative, as an affective domain, in the professor's recommendation letter was highly ranked among the six checklist categories. Self-directed learning in the self-introduction letter was influenced by a pass or fail grade by logistic regression analysis (p<0.05). Successful applicants received higher ratings than those who failed in every checklist category, particularly in problem-solving ability, communication skills, initiative, and morality (p<0.05). CONCLUSION: There was a strong correlation between cognitive and affective characteristics in the professor recommendation letters and the sum of all characteristics in the self-introduction letter.
Checklist
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Learning
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Logistic Models
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Morals
7.Relationship of Burdened Work and Musculoskeletal Symptoms in Small-to-medium-sized Enterprises..
Sin Goo PARK ; Hong Jae CHAE ; Joo Youn SHIN ; Dal Young JUNG ; Yong Kyu KIM ; Tae Jin JUNG ; Jong Han LEEM ; Hawn Cheol KIM ; Yeui Cheol LEE
Korean Journal of Occupational and Environmental Medicine 2006;18(1):59-66
OBJECTIVE: This study was performed to evaluate relationship of burdened work and musculoskeletal symptoms in small-to-medium sized enterprises. METHOD: After a questionnaire survey was administered to 9,950 workers in 122 workplace, 7,626 workers(76.6%) were finally selected for the study analysis. Industrial hygienists visited 122 small-to-medium sized enterprises to investigate the presence of burdened works within the workplace. The selection of jobs with significant burden was based on the Ministry of Labor's recent notification in 11 types of job description associated with musculoskeletal disorders. The subjects of this study were then divided into three categories. 1) non-burdened white collar workers, 2) non-burdened blue collar workers, and 3) burdened workers (include some VDT workers). Multiple logistic regression was used to evaluate the relationship between burdened work and musculoskeletal symptoms. RESULTS: The burdened workers reported significantly more musculoskeletal symptoms than non-burdened white collar workers and non-burdened blue collar workers(OR:1.57, 95% CI: 1.314-1.875). There was no significant difference in reports of musculoskeletal symptoms between non-burdened white and blue collar workers. CONCLUSION: To prevent or diminish musculoskeletal disorders in small-to-medium sized enterprises, we need to better manage burdened works.
Job Description
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Logistic Models
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Questionnaires
8.The Impacts of Job Stress and Ego-resilience on Recovery Experience from Job Stress in the Container Terminal Workers.
Sang Min LEE ; Hye Kyung MOON ; Hyang Ok OH ; Eun Kyung CHOI ; Kyung Mi WOO ; Ji Hyun LEE
Korean Journal of Occupational Health Nursing 2016;25(1):9-18
PURPOSE: This study was conducted to identify the factors affecting container terminal worker's recovery experience from job stress. METHODS: The subjects were 299 workers from one S dock in P city. Data were collected from April 5 to June 5, 2015 and analyzed by SPSS/WIN 18.0 program using descriptive statistics, t-test, ANOVA, Sheffe test, Pearson's correlation coefficients, and logistic regression. RESULTS: The mean scores of job stress, ego-resilience, and recovery experience from job stress were 47.18, 46.90, and 49.17 respectively. Recovery experience according to the general characteristics showed significant correlation between daily exercise. There was a significant negative correlation between recovery experience and job stress, and a positive correlation between recovery experience and ego-resilience. Recovery experience was 2.54 times higher for a high ego-resilience group than for a low ego-resilience group, and the group that exercised was 2.25 times higher, than the non-exercising group. The group with a low level of interpersonal conflict was 1.97 times higher, than a group with a high level of interpersonal conflict. CONCLUSION: Based on this study, intervention programs to increase ego-resilience, decrease interpersonal conflict, and encourage over 30-minute-daily exercise for in container terminal workers should be developed to improve recovery experience of job stress.
Clinical Trial
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Logistic Models
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Recovery of Function
9.Fatigue and related factors among hotel workers: the effects of emotional labor and non-standard working hours.
Ju Jong LEE ; Hyun Jey MOON ; Kyung Jae LEE ; Joo Ja KIM
Annals of Occupational and Environmental Medicine 2014;26(1):51-51
OBJECTIVES: This study assessed fatigue and its association with emotional labor and non-standard working hours among hotel workers. METHODS: A structured self-administered questionnaire was distributed to 1,320 employees of five hotels located in Seoul. The questionnaire survey included questions concerning the participants' sociodemographics, health-related behaviors, job-related factors, emotional labor, and fatigue. Fatigue was assessed using the Multidimensional Fatigue Scale (MFS). Multiple logistic regression modeling was used to determine the associations between fatigue and emotional labor. RESULTS: Among male workers, there was a significant association between fatigue and both emotional disharmony (OR=5.52, 95% CI=2.35-12.97) and emotional effort (OR=3.48, 95% CI=1.54-7.86). These same associations were seen among the female workers (emotional disharmony: OR=6.91, 95% CI=2.93-16.33; emotional effort: OR=2.28, 95% CI=1.00-5.16). CONCLUSION: These results indicate that fatigue is associated with emotional labor and, especially, emotional disharmony among hotel workers. Therefore, emotional disharmony management would prove helpful for the prevention of fatigue.
Fatigue*
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Female
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Humans
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Logistic Models
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Male
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Seoul
10.Presenteeism among self-employed workers: Korean working conditions survey.
Min Su KIM ; Jae Bum PARK ; Kyoung Bok MIN ; Kyung Jong LEE ; Kimin KWON
Annals of Occupational and Environmental Medicine 2014;26(1):32-32
OBJECTIVE: Presenteeism has become a public concern recently. Thus, we aimed to understand the relationship between self-employed workers and presenteeism using a nationally representative sample of Korean workers. METHODS: Using data from the Korean Working Conditions Survey conducted in 2011, a total of 43,392 workers including paid employees and self-employed workers were analyzed. The effect of employment status on presenteeism was analyzed using logistic regression analysis. The independent variables were socioeconomic characteristics, working conditions, and working environments. RESULTS: Among the 43,392 workers, 34,783 were paid and 8,609 were self-employed. Self-employed workers were more likely to exhibit presenteeism than were paid workers. An elevated odds ratio of 1.27 (95% CI 1.19-1.36) was found for presenteeism among self-employed workers. CONCLUSION: Being self-employed was significantly related with exhibiting presenteeism. Additional research should investigate whether other factors mediate the relationship between employment status and presenteeism as well as ways to reduce presenteeism among self-employed workers.
Absenteeism
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Employment
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Logistic Models
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Odds Ratio