1.Statistical notes for clinical researchers: logistic regression.
Restorative Dentistry & Endodontics 2017;42(4):342-348
No abstract available.
Logistic Models*
2.Logistic regression analysis.
Journal of the Korean Academy of Family Medicine 2001;22(7):1007-1020
No abstract available.
Logistic Models*
4.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
5.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
6.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
7.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
8.Predictive Factors of Saline Reduction under Ultrasound-guidance in Patients with Intussusception.
Jung Hye MIN ; Hye Young LEE ; Eun Sun YOO ; Jeong Wan SEO ; Seung Joo LEE ; Sun Hwa LEE
Journal of the Korean Pediatric Society 1999;42(2):221-226
PURPOSE: The purpose of this study was to investigate the predictive factors of saline reduction under ultrasound-guidance in patients with intussusception. METHODS: Ultrasound-guided saline enema reductions were performed in 105 patients with intussusception from September 1993 to April 1996 at Ewha Womans University Mok-dong Hospital. Clinical characteristics and ultrasonographic findings were analyzed as the predictive factors of ultrasound-guided saline enema reduction in 15 patients(14.3%) who were not reduced by saline enema reduction compared to 90 patients(85.7%) who were reduced. RESULTS: The mean age of the not-reduced group was 8.9+/-5.8 months old which was significantly younger than 14.5+/-15.4 months old of the reduced group(P<0.05) There were no significant differences in sex and clinical symptoms between the two groups(P>0.05). Among the ultrasonographic findings, the thickness of the hypoechoic outer rim in the not-reduced group was 10.5+/-3.3mm which was significantly thicker than 7.4+/-1.8mm of the reduced group(P<0.05). In stepwise logistic regression analysis, hypoechoic outer rim thickness over 8mm contributed significantly as the predictive factor for the failure of ultrasound-guided saline enema reduction(P<0.05). CONCLUSION: The thickness of the hypoechoic outer rim over 8mm on ultrasonogram was the predictive factor for the failure of saline reduction.
Enema
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Female
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Humans
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Intussusception*
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Logistic Models
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Ultrasonography
9.Job Stress and Psychosocial Stress among Firefighters.
Jaehyeok HA ; Dong Il KIM ; Byung Sung SEO ; Won Sool KIM ; Seungho RYU ; Soo Geun KIM
Korean Journal of Occupational and Environmental Medicine 2008;20(2):104-111
OBJECTIVES: This study was performed to assess the level of job and psychosocial stresses in Korean firefighters, and to evaluate the determinants of psychosocial stress. METHODS: The study subjects comprised 1,712 male firefighters working in Seoul, Busan, and Kyungnam in 2006. We collected information about demographic and job-related characteristics, healthrelated behaviors, Korean Occupational Stress Scale (KOSS), and psychosocial Well-being Index (PWI) through self-administered questionnaires. Statistical analyses were done by using the chi-square-test and logistic regression model. RESULTS: The multiple logistic regression analyses indicated that the proportion of high-risk psychosocial stress is significantly higher in the groups with high job stress level in 'lack of rewards' (OR=2.90, 95% CI=2.18-3.85), 'occupational climate' (OR=1.92, 95% CI=1.47-2.51), 'job demand' (OR=1.72, 95% CI=1.32-2.23), 'job insecurity' (OR=1.53, 95% CI=1.17-2.01), 'interpersonal conflict' (OR=1.53, 95% CI=1.16-2.01), 'physical environment' (OR=1.45, 95% CI=1.11-1.89), and 'organizational injustice' (OR=1.38, 95% CI=1.04-1.85). CONCLUSIONS: Psychosocial stress might be adversely influenced by job stressors for the most part. Firefighters need job stress management to minimize their psychological problems.
Firefighters
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Humans
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Logistic Models
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Male
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Questionnaires
10.Effects of Job Stress and Supervisory Support on Depression of Care Givers in Elderly Care Facilities.
Ju Hee HWANG ; Sungyeau CHOI ; Hyunju PARK
Korean Journal of Occupational Health Nursing 2015;24(4):352-362
PURPOSE: The purpose of this study was to investigate the effects of job stress and support from supervisors on depression of care givers in elderly care facilities. METHODS: Subjects were 191 care givers working in elderly care facilities in K-Province in Korea. Data were collected from self-administered questionnaires. Descriptive statistics, chi2 test, t-test, F-test, Pearson's and Spearman's correlation coefficients, and hierarchical multiple logistic regression with dummy variables were used for statistical analysis of data. RESULTS: Job stress measured with Korean Occupational Stress Scale was 56.16+/-5.88. Emotional and instrumental support from supervisors were 37.05+/-7.30 and 32.39+/-7.34, respectively. After controlling for general characteristics, job stress was significantly related to depression (OR: 1.07, 95% CI: 1.01~1.14). However, job stress became non-significant in the model that included instrumental support from supervisors. Not emotional but instrumental support from supervisors was significantly related to depression of care givers (OR: 0.93, 95% CI: 0.88~0.99). CONCLUSION: Results of this study suggest that job stress has negative effects and instrumental support from supervisors has protective effects on depression of care givers in elderly care facilities. Therefore, measures to increase instrumental support by supervisors should be developed to improve psychological health of care givers in elderly care facilities.
Aged*
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Caregivers*
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Depression*
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Humans
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Korea
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Logistic Models