• Title/Summary/Keyword: logistic multiple regression

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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.

The Influence of Exercise Intention, Exercise Habits, and Exercise Self-efficacy on Regular Exercise Behaviors in the Elderly (노인의 운동의도, 운동습관, 운동자기효능감이 규칙적 운동행위에 미치는 영향)

  • Nam, Song Mi;Eun, Young
    • Journal of muscle and joint health
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    • v.26 no.3
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    • pp.232-240
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    • 2019
  • Purpose: The purpose of this study was to investigate the effects of exercise intention, exercise habit, exercise self-efficacy on exercise behavior with elders at welfare center. Methods: The subjects were 152 elders at the welfare center at J city. Data were collected using the questionnaires which consisted of the Exercise intention scale and the Exercise habit scale developed by Lee and Gu (2018), and the Exercise self-efficacy scale developed by Lee and Chang (2001). The collected data were analyzed with the SPSS/WIN 22.0 program, which was used for frequency, percentage, mean, standard deviation, x2 test, and multiple logistic regression. Results: The regular exercise group consisted of 92 elders (62.5%) and the irregular exercise group of 60 elders (39.5%). The scores for exercise intention, exercise habits, exercise self-efficacy were 3.28±0.70, 3.92±0.61, 2.80±0.88 in regular exercise group, and 2.38±0.99, 3.00±1.07, 2.04±0.73 in irregular exercise group, respectively. Two groups were significantly different between the two groups. Multiple logistic regression analysis showed that exercise intention (OR: 2.26, 95% CI:1.19~4.28), exercise habits (OR: 1.79, 95% CI:1.01~3.15), exercise self-efficacy (OR: 1.99, 95% CI:1.11~3.57) were affecting factors for regular exercise in elders. Conclusion: To increase the regular exercise behaviors of the elderly at the welfare center, it is needed the strategies to increase exercise intention, exercise self-efficacy, and exercise habits.

A Study on Facilitators and Inhibitors to the Introduction of Outsourcing in the Hospital Information Systems in Korea (병원 정보시스템 아웃소싱 도입의 촉진 요인과 저해 요인에 관한 연구)

  • Choy, Soon;Shin, Hyeong-Sik;Choi, In-Young;Kim, Suk-Il
    • Journal of Preventive Medicine and Public Health
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    • v.40 no.1
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    • pp.64-70
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    • 2007
  • Objectives : This study was conducted to investigate the current status of outsourcing in Korean hospital information systems and the factors influencing its introduction. Methods : The authors surveyed 136 hospitals located in Seoul and its surrounding vicinities from June 7 to June 23, 2006. The facilitators and inhibitors to outsourcing in hospital information systems were derived from literature and expert reviews. Multiple logistic regression analysis was applied to identify the major influencing factors on outsourcing in hospital information systems. Results : Eighty-six (63.2%) of the 136 hospitals surveyed, which were mainly tertiary hospitals, responded to using outsourcing for their hospital information systems. "Hardware and software maintenance and support," "application development," and "management of service and staff" were the major areas of outsourcing. Outsourcing had been employed for $4\sim7$ years by 45.5% of the hospitals and the proportion of the budget used for outsourcing was less than 20%. A need for an extension in outsourcing was agreed on by 76.5% of the hospitals. The multiple logistic regression analysis showed that both consumer satisfaction and security risk have an influence on hospital information system outsourcing. Conclusions : Outsourcing in hospital information systems is expected to increase just as in other industries. One primary facilitator to outsourcing in other industries is consumer satisfaction. We found that this was also a facilitator to outsourcing in hospital information systems. Security risk, which is usually considered an inhibitor to information technology outsourcing, was proven to be an inhibitor here as well. The results of this study may help hospital information systems establish a strategy and management plan for outsourcing.

The Incidence Rates and Risk Factor of Mild Injury for Two Weeks - Using Korea National Health and Nutrition Examination Survey 2001 - (2주간 경미손상의 발생률과 위험요인 - 2001년 국민건강영양조사자료를 이용하여 -)

  • Lee, Je-Suk;Kim, Soon-Duck;Lee, Dong-Ki;Lee, Ji-Sung
    • Journal of Preventive Medicine and Public Health
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    • v.41 no.4
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    • pp.279-286
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    • 2008
  • Objectives: This study was performed to provide the basic data for establishing countermeasures for preventing injury by analyzing the incidence rates, the risk factors, the characteristics of the injury and the utilization of medical care for mild injury that lasted for two weeks. Methods: We examined the injury survey data among the National Health and Nutrition Survey data. The definition of mild injury that lasted for two weeks was that the injury that caused pain at least once a day for two weeks or the injury for which the usual daily activity of the injured person was severely affected. We used statistical analysis methods such as chi-square test and multiple logistic regression analysis. Results: The incidence rate of injury that lasted for two weeks was 4.7 per 1,000 persons. On the multiple logistic regression, the children and adolescents (OR=3.80, 95%CI=1.63-8.84) had higher rates of injuries than the adults, and the middle and high school (OR=0.51, 95%CI=0.31-0.85) and college(OR=0.34, 95%CI=0.17-0.68) students had lower rates of injuries than the elementary school students. The unemployed (OR=0.39, 95%CI=0.20-0.73) and others (OR=0.38, 95%CI=0.21-0,70) had lower rates of injuries than the blue collar workers. The major causes of injuries were found to be falling and slipping, and the most prevalent place of occurrence was near or at home. Conclusions: A prevention program needs to be developed and continuous education must be offered to the children, adolescents and blue collar workers.

A Study on Related Factors Use of Health Information and Health Literacy Among the Vulnerable Elderly in Community (지역사회 취약계층 노인의 건강정보 이용현황 및 건강정보 이해능력 관련요인)

  • Lee, Bo Young;Jung, Su Mi
    • Journal of agricultural medicine and community health
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    • v.43 no.3
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    • pp.147-157
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    • 2018
  • Objectives: The aim of this study is to measure health literacy levels and to identify health literacy related factors in vulnerable elders. Methods: The research design for this study was a descriptive survey design using convenience samples. Data collection was done by interviewing questionnaire with 200 elders from welfare centers in the cities. Data were analyzed by using percentage, Chi-square and multiple logistic regression with the IBM SPSS Statistics Ver. 24.0. Results: The results of this study are as follows: Vulnerable elders' sources of health information levels were very low, especially internet. In multiple logistic regression analysis, monthly income, sources of health information were significant accounted for OR 2.201, p<.05, OR 2.989, p< .01 health literacy. Conclusion: These results suggest that interventions for improving health literacy are necessary to enhance elders' finding of health information. Also, these results could be used in developing health literacy programs by internet.