• Title/Summary/Keyword: multiple logistic regression

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Weight control practices, beliefs, self-efficacy, and eating behaviors in college weight class athletes

  • Lee, Ji Seon;Cho, Seong Suk;Kim, Kyung Won
    • Nutrition Research and Practice
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    • v.14 no.1
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    • pp.45-54
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    • 2020
  • BACKGROUND/OBJECTIVES: This study aimed to examine differences in weight control practices, beliefs, self-efficacy, and eating behaviors of weight class athletes according to weight control level. SUBJECTS/METHODS: Subjects were weight class athletes from colleges in Gyeong-gi Province. Subjects (n = 182) responded to a questionnaire assessing study variables by self-report, and data on 151 athletes were used for statistical analysis. Subjects were categorized into High vs. Normal Weight Loss (HWL, NWL) groups depending on weight control level. Data were analyzed using t-test, ANCOVA, x2-test, and multiple logistic regressions. RESULTS: Seventy-three percent of subjects were in the HWL group. The two groups showed significant differences in weight control practices such as frequency (P < 0.01), duration and magnitude of weight loss, methods, and satisfaction with weight control (P < 0.001). Multiple logistic regression showed that self-efficacy (OR: 0.846, 95% CI: 0.730, 0.980), eating behaviors during training period (OR: 1.285, 95% CI: 1.112, 1.485), and eating behaviors during the weight control period (OR: 0.731, 95% CI: 0.620, 0.863) were associated with weight control level. Compared to NWL athletes, HWL athletes agreed more strongly on the disadvantages of rapid weight loss (P < 0.05 - P < 0.01), perceived less confidence in controlling overeating after matches (P < 0.001), and making weight within their weight class (P < 0.05). HWL athletes showed more inappropriate eating behaviors than NWL athletes, especially during the weight control period (P < 0.05 - P < 0.001). CONCLUSIONS: Self-efficacy was lower and eating behaviors during pre-competition period were more inadequate in HWL athletes. Education programs should include strategies to help athletes apply appropriate methods for weight control, increase self-efficacy, and adopt desirable eating behaviors.

Comparison of the Risk for Being Underweight between Multicultural and Korean-Origin Adolescents (다문화 청소년과 비다문화 청소년의 저체중 위험에 관한 비교 연구)

  • Park, Hyunju
    • Journal of the Korean Society of School Health
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    • v.30 no.3
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    • pp.240-250
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    • 2017
  • Purpose: The purpose of this study was to compare the risk of being underweight between multicultural and Korean-origin adolescents. Methods: This study used the Korea Youth Risk Behavior Web-Based Survey data of 2016. A total of 46,457 underweight and normal-weight adolescents were included. General characteristics, health status and health behavior variables, and weight related variables were included. Weighted percentage and means were used to describe the sample. Simple and multiple logistic regressions were conducted using SAS 9.2. Results: From the simple and multiple logistic regression, multicultural adolescents showed a higher risk of being underweight (OR: 1.63, 95% CI: 1.20~2.20; AOR: 1.51, 95% CI: 1.01~2.27) than Korean-origin adolescents. Among the covariates, being female (AOR: 1.90, 95% CI: 1.72~2.10), being older (AOR: 1.18, 95% CI: 1.15~1.22), having poor self-health perception (AOR: 1.56, 95% CI: 1.24~1.82), having longer hours of sleep (AOR: 1.12, 95% CI: 1.09~1.16), having fewer days of exercise (AOR: 0.94, 95% CI: 0.91~0.96), and doing vigorous exercise less (AOR: 0.78, 95% CI: 0.68~0.89) showed a higher risk of being underweight. Self-rated health and effort to control weight were also significantly related to being underweight. Conclusion: Since multicultural adolescents are vulnerable to being underweight, it is necessary to develop intervention programs to reduce the number of underweight multicultural adolescents.

Prediction of Breastfeeding Intentions and Behaviors : An Application of the Theory of Planned Behavior (계획된 행위 이론을 적용한 모유수유의지 및 행위의 예측요인 분석)

  • 김혜숙;남은숙
    • Journal of Korean Academy of Nursing
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    • v.27 no.4
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    • pp.796-806
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    • 1997
  • The majority of studies on breastfeeding consists of descriptive correlational studies identifying the incidence and correlates of breastfeeding. The theory of planned behavior has been shown to yield great predictive power for behavioral goals over which individuals have only limited control such as improving school grades and weight loss. The purpose of this study was to test the "theory of planned behavior" in the prediction of breastfeeding of mothers who delivered vaginally, One hundred mothers who delivered vaginally in one general hospital in Seoul and one general hospital and three private hospitals in Taejeon participated in this study. The instruments used for data collection in this study were developed by the researchers following the guidelines suggested by Ajzen & Fishbein(1980) and Ajzen & Madden(1986). The instruments included measurement of attitude, subjective norm, perceived behavioral control and intention. The collected data were analyzed using descriptive statistics, Pearson product moment correlation, hierachical multiple regression and logistic regression. The results are as follows ; 1. Intention to breastfeed correlated significantly with attitude, subjective norm and perceived behavioral control. Both attitude and subjective norm did not make a significant contribution to the prediction of intention, but the addition of perceived behavioral control to the regression equation greatly improved the model's predictive power, increasing the R²from .05 to .52. 2. Intention to breastfeed alone had a significant predictive effect on actual breastfeeding, resulting in a regression coefficient of .16(X²=8 60, p<.01), but when perceived behavioral control was added to the equation, intention was not a significant predictive variable and only perceived behavioral control showed significant predictive power on actual breastfeeding, resulting in a regression coefficient of .12(X²=4.69, p<.05). In sum, breastfeeding behavior lent only partial support to the second version of the theory of planned behavior, and because perceived behavioral control had a strong effect on intention to breastfeed and actual breastfeeding, It would be desirable to develop nursing intervention programs which focus on strengthening the perceived behavioral control for the promotion of breastfeeding.

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The Effects of Job Characteristics on Smoking and Mediating Effects of Job Stress among Older Workers (노인 근로자의 일자리 특성이 흡연에 미치는 영향과 직무스트레스의 매개효과)

  • Lee, Sungeun
    • Korean Journal of Health Education and Promotion
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    • v.31 no.3
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    • pp.51-61
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    • 2014
  • Objectives: The purpose of this study was to identify the effects of job characteristics on smoking, and the mediating effects of job stress between job characteristics and smoking among elderly workers. Methods: This study employed data from the Korean Longitudinal Study of Ageing, and a total of 778 older workers were used for analysis. Current smoking status, job stress, job characteristics including physical job demands, job demands related to contents, working days, regularity of working hour, satisfaction with income, and sociodemographic factors were analyzed. Descriptive analysis, t-tests, chi-square test, multiple linear regression, and logistic regression were used for analysis. Results: Results showed that physical job demands and regularity of working hours were significant predictors of smoking of elderly workers. The higher level of physical job demands and regular working-hour increased the risk of smoking. Also, physical job demands, job demands related job contents, and income satisfaction directly impacted on job stress. However, job stress did not mediate the relationship between job characteristics and smoking. Conclusions: The findings suggest that smoking interventions for older workers should take into account job characteristics. Implications for practice and future study directions are discussed.

Affecting factors to using oral health of korean adolescents (청소년의 치과진료기관 이용여부에 영향을 미치는 요인)

  • Jeon, Mee-Jin
    • Journal of Korean society of Dental Hygiene
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    • v.10 no.4
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    • pp.607-616
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    • 2010
  • Objectives : This study was performed to enhance a rate of Using oral clinic and to search related factors of using oral clinics. Methods : The subjects of the study were 74,698 subjects who answered to the 2007 korea Youth Risk Behavior Web-based survey. Answers of 73,836 subjects were used for the final analysis. We used spss of version 12.0. This study conducted a Chi-square test to identify using oral clinics rate according to characteristics of subjects and a multivariate logistic regression analysis to identify whether they are independently significant. Results : Tooth scaling experiences were responded by 10,060 subjects(25.6%). Grade and metropolis, economic level had significant associations with using oral clinic experiences. The rate of using oral clinic showed significant difference in point, depending on general characteristics. Their oral health showed significant difference in point between using oral clinic experience and non-experience groups. According to the multiple logistics regression analysis whose significant independent variables were sex, grade, metropolis, economic level, blooding gum, tooth brushing, oral malodor. Conclusions : The policy is needed to prevent economic constraints from worsening oral health by supporting the poor. And our government should eventually prepare a public relation program suitable for public.

Patients' Participation in Treatment Decision Making and Health Status (환자의 치료 의사결정 참여와 건강수준)

  • Yoon, Nan-He
    • Quality Improvement in Health Care
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    • v.24 no.1
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    • pp.40-52
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    • 2018
  • Purpose: This study aimed to identify the factors influencing on patients' participation in their treatment decision making, and influences of patients' experience on their health status. Methods: Data from the 2015 Korea National Health and Nutrition Examination Survey were used for the analysis. Multivariate logistic regression analysis was conducted to identify the factors influencing on patients' participation in their treatment decision making. The influences of patients' experience on their health status were analyzed using multiple linear regression analysis. Results: Of the 4,497 respondents, 3,698 (82.2%) respondents mostly participated in their treatment decision making. Those who experienced enough visit duration, physicians' explanation easy enough to understand, or more opportunities to ask were more likely to participate in their treatment decision making. After controlling for their sociodemographic factors and health status, those who had better experience during the outpatient visits were more likely to have better self-rated health or quality of life. Conclusion: To improve patients' health outcomes and satisfaction of health care uses, it is necessary to provide better experiences and expand the opportunities for participation in treatment decision making during their hospital visits.

Musculoskeletal Pain Levels among Hairdressers and Affecting Factors (헤어드레서의 근골격계 통증수준과 관련 요인)

  • Joung, Nyun Koo;Jung, Jong-Hyeon;Phee, Young Gyu
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.27 no.2
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    • pp.130-137
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    • 2017
  • Objectives: This study was designed to define the musculoskeletal pain levels among selected hairdressers and the risk factors for these musculoskeletal pain levels. Methods: A survey was conducted from July 1 to August 10, 2011 among 199 hair dressers working in Seoul and Gyeonggi-do Province using a self-administered Nordic Musculoskeletal Questionnaire. The affecting factors for musculoskeletal pain levels were analyzed using multiple logistic regression. Results: The musculoskeletal pain levels by body region were low back(6.19), ankle/foot(6.14), shoulder(5.27), knee(5.27), back(5.23) and wrist/hand(5.18). In stepwise regression, significant actors affecting the level of pain by body region were height on wrist/hand, low back, and knee and age on elbow. Conclusions: Based on these results, in order to prevent musculoskeletal diseases among hair dressers, standing time should be decreased and stretching should be performed regularly to protect the low back and knee.

Factors Related to College Student's Problem Drinking (대학생 문제음주 관련요인)

  • 이원재
    • Korean Journal of Health Education and Promotion
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    • v.20 no.3
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    • pp.109-124
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    • 2003
  • This study conducted multiple logistic regression to investigate what factors and how much they influence problem drinking. In this study, problem drinking was defined by AUDIT and NAST. Most of the studies on problem drinking focused on socio-demographic factors even though problem drinking is caused by bio-psycho- socio-cultural factors. The current study tried to estimate a logistric regression models including socio-demographic, environmental, psychological, economical, emotional, values, and MMPI factors. The best fit model suggested that problem drinking, which was determined by AUDIT, of college students were related to sociodemographic, environmental, psychological, and emotional factors. Students who were male, whose father, brother or sister had been abused alcohol or drug, students thought that his/her mother had not trusted him/her, who worried about his/her health, smokers, who had strong impulsivity, who had three or more feelings among the sorts of feelings, such as sadness, loneliness, boring making him/her feel to drink alcohol were more likely to had drinking problem. Students who were indulgers-who could not help buying things immediately after they saw goods they like, who were smokers, who had low ego-control, who had three or more feelings among the sorts of feelings, such as become excited, anxiousness, healthy were more likely to be dependent on alcohol. The study suggested intervention programs for college students to prevent problem alcohol drinking and alcohol dependency.

The Effects of oral health behaviors of elderly on periodontal status (From the 2010 Korean National Examination Health and Nutrition survey) (노인의 구강건강행위가 치주상태에 미치는 영향 - 2010년 국민건강영양조사를 이용하여 -)

  • Jung, Hyo-Kyung;Kwak, Dong-Ju
    • Journal of Technologic Dentistry
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    • v.34 no.2
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    • pp.157-164
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    • 2012
  • Purpose: The purpose of this study was to survey periodontal status using oral health index in the elderly population and determine methods for improving oral health status. Methods: The date collected from 'The fifth korean national health and nutrition examination survey 2010' was analyzed in this study. Statistical analysis was done using the Statistical Package for Social Sciences version 19.0 for windows. We determined frequencies and percentage, calculating means, and standard deviations, and determining statistical significance using logistic regression analysis, multiple regression analysis. Results: General characteristics showed differences in oral health behaviors associated with gender, age, residence, education. General characteristics showed differences in periodontal status associated with gender, family type, gender, residence, education. Oral health behaviors showed differences in periodontal status associated with using oral health care products, dental treatment. Conclusion: In conclusion, in order to improve oral health of the elderly, the importance and needs of periodontal status should be emphasized. periodontal status related education for the elderly should be operated.

Career obstacle factors and career identity according to career choice type among paramedic students (응급구조학과 학생들의 진로선택유형에 따른 진로장애요인과 진로정체감)

  • Park, Jeong-Mi;Han, Song-Yi
    • The Korean Journal of Emergency Medical Services
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    • v.20 no.3
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    • pp.95-105
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    • 2016
  • Purpose: The purpose of the study was to examine the career obstacle factors and career identity according to career choice type among paramedic students. Methods: A self-reported questionnaire was completed by 234 paramedic students in C area from August 25 to September 3, 2015. The questionnaire consisted of general characteristics of the subjects, career obstacle factors, career identity, and types of career choice. The data were analyzed by t test, ANOVA, post hoc $Scheff{\acute{e}}$ test, Pearson's correlation analysis, and multiple regression analysis using SPSS v. 20.0. Results: Career obstacle factors and career identity of paramedic students had significant differences on motivation of university choice, major satisfaction, and job preference. A stable type of career choice showed a significantly lower score for career obstacle factors and a higher score for career identity. Career identity had a strongly positive relationship with major satisfaction and had a negative relationship with career obstacle factors. Logistic regression analysis revealed that the main variables affecting career identity were types of career choice, motivation of university choice, major satisfaction, and career obstacle factors. The explanatory power was 58.0%. Conclusion: The development of a career integrity enhancement program can solve the career obstacle factors for paramedic students.