• Title/Summary/Keyword: logistic multiple regression

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Personal and Social Environmental Factors Affecting Leisure Time Physical Activity in Adults Living in Rural Areas (읍면지역 성인의 여가시간 신체활동에 영향을 미치는 개인적, 사회적 환경 요인)

  • Kim, Bongjeong
    • Journal of Korean Public Health Nursing
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    • v.32 no.1
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    • pp.56-68
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    • 2018
  • Purpose: This study was conducted to examine the personal and social environmental factors affecting leisure time physical activity (LTPA) among adults living in rural communities. Methods: A cross-sectional study was conducted with a convenience sample of 282 adults living in three rural towns of Chungcheongbuk province. Leisure time physical activity was assessed through the Korean version of the Global Physical Activity Questionnaire (GPAQ), and social influence and social cohesion of social environment were assessed using reliable and validated measures. Multiple logistic regression analysis was conducted to explore personal and social environmental factors associated with LTPA. Results: The overall prevalence of leisure-time physical activity (LTPA) was 40.0%. Multiple logistic regression analysis showed that LTPA participation was associated with gender (OR=2.60, 95% CI=1.47-4.58), healthy eating (OR=1.15, 95% CI=1.01-1.31), unhealthy eating (OR=0.70, 95% CI=0.53-0.93) and social influence for physical activity (OR=1.11, 95% CI=1.03-1.20). However, social cohesion was not correlated with engaging in LTPA. Conclusion: Both personal and social environmental factors are associated with LPTA among rural adults living in Eup-Myen regions. Interventions to promote LTPA would likely benefit from considering healthy dietary intake and social influence for physical activity.

Sleep Patterns and Factors Associated with Excessive Daytime Sleepiness in University Students (대학생의 수면양상과 주간졸음증에 영향을 미치는 요인)

  • Yi, Hyeryeon;Shin, Mee-Kyung;Won, Jongsoon
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.19 no.4
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    • pp.425-433
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    • 2012
  • Purpose: The purpose of this study was to investigate sleep patterns and predictors of excessive daytime sleepiness (EDS) in university students. Methods: Participants were 120 university students who were attending two universities in S-city and C-city. Data were collected from May 20 to June 15, 2012 using self-report questionnaires which included Johns' Epworth Sleepiness Scale, Yi's Sleep Quality Scale, and Beck Depression Inventory. Data were digitalized and analyzed using frequency, percentages, means and standard deviations, Wilcoxon rank sum test, Chi-square test, Fisher's exact test, and multiple logistic regression with SAS 9.0. Results: Mean total sleep time was 6.6 hours on weekdays, 8.1 hours on weekends. Mean sleep latency was 19.1 minutes and the score for mean sleep quality was 22.6. Prevalence of EDS was 12.5%. Depression was significantly different between EDS and Non-EDS students (t=2.17, p=.030). Multiple logistic regression showed that the only factor associated with EDS was depression (adjusted odds ratio of depression=5.33, 95% Confidence Interval=1.49-19.04). Conclusion: Results of this study indicate that university students experience short sleep time, low sleep quality, and common EDS with depression, suggesting that students with complaints of EDS should be completely assessed for depression as well as sleep problems.

Factors Associated with Physical Activity and Sedentary Behavior among Elementary School Students (일부 초등학교 5, 6학년 학생의 신체활동과 좌식생활 관련 요인)

  • Kim, Bong-Jeong
    • Korean Journal of Health Education and Promotion
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    • v.27 no.3
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    • pp.33-47
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    • 2010
  • Objectives: The purpose of this study was to identify personal and social environmental factors associated with physical activity and sedentary behavior among elementary school students. Methods: Cross-sectional self-reported data were collected from a conveniently clustering sample population of 1538 grade 5 to 6 students attending 19 elementary schools in Seoul metropolitan city and Gyeonggi province. Data were statistically analyzed using Chi-square test and multiple logistic regression analysis. Results: In multiple logistic regression analyses, significant factors that were associated with schoolchildren's physical activity were gender, father's job, social support for physical activity, friend support, participation in school physical education class. Father's education level, mother's job, family functioning and urban residents were significantly associated with TV viewing and gender, age, BMI(obesity), mother's job, family functioning and urban residents were significantly associated with playing computer games among elementary schoolchildren. These results showed that physical activity among elementary school students was most associated with social environmental factors and sedentary behavior among school students was most associated with personal and family environment factors. Conclusion: Health care providers should develop interventions to improve these family and social environmental factors to increase physical activity levels and to decrease sedentary behavior among elementary schoolchildren.

Change in Medical Care Utilization over Time in Early Years of Insurance Coverage (의료보험 적용인구의 의료이용도와 가입기간의 관계)

  • Kim, Byoung-Yik;Lee, Young-Jo;Han, Dal-Sun
    • Journal of Preventive Medicine and Public Health
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    • v.23 no.2 s.30
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    • pp.185-193
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    • 1990
  • The purpose of this study is to observe the pattern of change in medical care utilization over time in early years of insurance coverage. The source of data is the benefit records file of a voluntary medical insurance society for covering the four-year period, from 1982 to 1985. The measure of medical care utilization used in this study is the age-sex standardized percentage of the enrollee who have visited a physician over total analytical population during a three-month period. For six cohorts by the year of enrollment ($1979{\sim}1984$), the relationship between the utilization and duration of insurance coverage was examined controlling for the calender year and season. In the analysis, logistic multiple regression and residual analysis were employed. It was observed that medical care utilization rapidly increased during the early stage of insurance coverage, and after then increased at a slower rate over time to become almost stable in about twenty months.

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Predictors associated with Occurrence of Needlestick Injuries in Clinical Practicum among Nursing Students (간호대학생의 임상실습 중 주사침 자상 발생 예측요인)

  • Lee, Jae-Young;Park, Jeong Sook
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.24 no.1
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    • pp.84-94
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    • 2017
  • Purpose: The purpose of this study was to identify prevalence and risk factors of needlestick injuries (NSI) among nursing students. Methods: Data were collected using self-administered questionnaires which included general and practical characteristics, safe environment risk factors, knowledge, attitude, and preventive behavior associated with NSI. Data were conducted from December 14-20, 2014 and analyzed using $x^2$ test and multiple logistic regression. Results: The incidence rate of NSI was 20.2%. Multiple logistic regression analysis identified four predictors for NSI which were statistically significan; carelessness (OR=1.49, 95% CI=1.04~2.11), status of hospital, university affiliated (OR=1.93, 95% CI=1.35~2.75), knowledge about handing the needle after NSI (OR=1.42, 95% CI=1.00~2.03), and barriers to NSI preventive behavior (OR=1.48, 95% CI=1.04~2.12). Conclusion: Management of carelessness and barriers to NSI preventive behavior are essential elements for reducing the risk of NSI in nursing students. It is necessary to develop a specific NSI precaution program for nursing students.

Effects of job satisfaction and patients satisfaction on medical profit at public hospitals (공공병원 직원의 직무만족도 및 환자 만족도가 의료수익에 미치는 영향)

  • Hwang, Eun Jeong
    • Korea Journal of Hospital Management
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    • v.19 no.2
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    • pp.12-21
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    • 2014
  • Purpose: This study was conducted to examine the factors associated with medical profit per bed related job satisfaction and patients satisfaction in public hospitals. Method: A cross-sectional survey was conducted through staff and patients in 39 hospitals (34 local province hospitals, and 5 red-cross hospitals) from September to October in 2011. A questionnaire was designed to collect information on job satisfaction, inpatients and outpatients satisfaction. The data of medical profit per bed was collected in 2011 annual financial reports from each 39 hospitals. Finally, data from 5,521 staff, 1,730 in-patients and 1,730 out-patients were analyzed. Multiple logistic regression analysis was performed to determine factors associated with medical profit per bed related job satisfaction and patients satisfaction in public hospitals. Results: The medical profit was positively correlated with job satisfaction of staff. As the results of multiple logistic regression, the significant variables of medical profit per bed, were communication satisfaction of staff(OR=0.48, 95% CI=0.25-0.91), hospital environment satisfaction of in-patients(OR=1.53, 95% CI=1.05-2.22). Conclusion: The satisfaction of patient and staff were significantly effect to medical profit in public hospitals. The Government and administrators have make an effort to improve satisfaction of staff and patients in public hospitals.

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Physical and Psychosocial Risk Factors Affecting Mental Health and Presenteeism among South Korean Hairdressers (미용사의 정신건강 및 프리젠티즘에 영향 미치는 물리적·심리사회적 작업환경요인)

  • Lee, Jinhwa;Lee, Bokim
    • Korean Journal of Occupational Health Nursing
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    • v.25 no.4
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    • pp.290-299
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    • 2016
  • Purpose: The purpose of this study was to examine the relationship among physical and psychosocial risk factors, mental health, and presenteeism of South Korean hairdressers. Methods: This study is a secondary analysis of data extracted from the 2014 Korean Working Conditions Survey (KWCS), conducted by the Korea Occupational Safety and Health Agency. For the present analysis, 920 hairdressers were selected. Based on existing literature, a set of variables was chosen from the KWCS. A multiple logistic regression analysis was performed to examine the association among risk factors in working place, mental health, and presenteeism. Results: The prevalence of poor mental health and presenteeism was 45.1% and 36.0%, respectively. The results of multiple logistic regression analysis indicated that 'repetitive hand or arm movements,' were significant predictors of mental health (OR: 0.63, CI: 0.41~0.97), and 'role clarity' was a significant predictor of presenteeism (OR: 1.86, CI: 1.10~3.13). Conclusion: Based on these results, we suggest to improve the clarification of the role of hairdressers as a strategy to reduce their presenteeism.

Relationship between Health Behaviors and Factors Influencing Suicidal Ideation in Adolescents with Asthma by Gender Differences: Using Data from the 10th Korea Youth Risk Behavior Web-based Survey (천식 청소년의 성별에 따른 건강행태와 자살생각 관련 요인과의 관계: 제10차 청소년 건강행태 온라인조사 자료를 중심으로)

  • Kim, Yae Young;Yoo, So Yeon
    • Korean Parent-Child Health Journal
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    • v.20 no.2
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    • pp.49-57
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    • 2017
  • Purpose: This study was to compare the health behaviors and factors influencing on suicidal ideation according to the gender among adolescents with asthma and to examine the relationship between them. Methods: The data was obtained from the 2014 youth's risk behavior web-based study in South Korea. The data were analyzed with the SPSS/Win 21.0 program, using descriptive statistics, $x^2$ test and multiple logistic regression. Results: As the result of multiple logistic regression, the factors of health behaviors and risk related to suicidal ideation were subjective happiness, stress, depression, drug use, treatment experience due to violence in both male and female. In female, physical activity and alcohol drinking were factors related to suicidal ideation. Conclusion: Therefore, we have to develop suicide prevention program, to decrease the suicidal ideation of adolescents considering such differences by gender differences.

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Breast Cancer Screening and Repeat Screening (유방암 조기검진수검 및 반복수검 실태와 관련요인)

  • 정인숙;김성희;김정순
    • Journal of Korean Academy of Nursing
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    • v.34 no.5
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    • pp.791-800
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    • 2004
  • Purpose: This study was to investigate the characteristics and related factors of breast cancer screening and repeat screening, and to propose nursing interventions to increase the rate of breast cancer screening and repeat screening. Method: Study subjects was 236 women residing in the community, teachers and nurses who were older than 45 were recruited. Data was collected with self administered questionnaires from July 1st to August 31st, 2003 and analysed using SPSS/WIN 10.0 with $X^2$test, t-test, and stepwise multiple logistic regression at a significant level of =.05. Result: The breast cancer screening rate was 57.2%, and repeat screening rate was 15.3%. With the multiple logistic regression analysis, factors associated with mammography screening were age and perceived barriers of action, and factors related to the repeat mammography screening were education level and other cancer screening experience. Conclusion: Based on the results, we recommend the development of anintervention program to decrease the perceived barrier of action, to regard mammography as an essential test in regular check-up, and to give active advertisement and education to the public to improve the rates of breast cancer screening and repeat screening.

The Effect of Self-foot Reflexology on the Relief of Premenstrual Syndrome and Dysmenorrhea in High School Girls (자가발반사요법이 여고생의 월경전증후군과 생리통에 미치는 효과)

  • 김이순;김민자;정인숙
    • Journal of Korean Academy of Nursing
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    • v.34 no.5
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    • pp.801-808
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    • 2004
  • Purpose: This study was aimed to identify the effect of self-foot reflexology on the relief of premenstrual syndrome and dysmenorrhea in high school girls. Method: Study subjects was 236 women residing in the community, teachers and nurses who were older than 45 were recruited. Data was collected with self administered questionnaires from July 1st to August 31 st, 2003 and analysed using SPSS/WIN 10.0 with Xtest, t-test, and stepwise multiple logistic regression at a significant level of =.05. Result: The breast cancer screening rate was 57.2%, and repeat screening rate was 15.3%. With the multiple logistic regression analysis, factors associated with mammography screening were age and perceived barriers of action, and factors related to the repeat mammography screening were education level and other cancer screening experience. Conclusion: Based on the results, we recommend the development of an intervention program to decrease the perceived barrier of action, to regard mammography as an essential test in regular check-up, and to giveactive advertisement and education to the public to improve the rates of breast cancer screening and repeat screening.