• Title/Summary/Keyword: multiple logistic regression

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Factors Influencing Intention of Vietnamese to Use Korean Medical Tourism (베트남인의 한국 의료관광 이용의도에 영향을 미치는 요인)

  • Yom, Young-Hee;Kim, Myoung Ae
    • Journal of Korean Academy of Nursing Administration
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    • v.22 no.4
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    • pp.332-343
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    • 2016
  • Purpose: The purpose of this study was to identify factors related to Vietnamese customers who use Korean medical and tourism services. The study was based on the Anderson Models Methods: Participants were 173 Vietnamese who were living in Ho Chi Minh and Hanoi in Vietnam. Data were analyzed using descriptive statistics, ${\chi}^2$, t-test and Multiple Logistic Regression. Results: Research necessary factors had the most significant effect among the preceding factors, possible factors and necessary factors. Human service and outstanding natural beauty of necessary factors had significant influence on customer intention to use. According to the result of the stepwise logistic regression analysis, the most important item in medical services was human service OR=1.89 (p=.014), and for tour services, outstanding natural beauty OR=4.30 (p=.033). The explained variance for customer intention to use was 91.9%. Conclusion: These results suggest the need to improve the human service and outstanding natural beauty to retain customers' intention to use.

The Effect of Child-Parent Attachment on Children's Mutual Friendships and Mutual Antipathy Relations (유아-부모 애착이 유아의 상호 우정과 상호 반감관계에 미치는 영향)

  • Park, Hee-Kyung;Kang, In-Seol
    • Journal of the Korean Home Economics Association
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    • v.50 no.8
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    • pp.53-63
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    • 2012
  • The purpose of this study is to examine the influence of the child-mother attachment and the child-father attachment (secure attachment, insecure avoidant and insecure disorganized attachment) on children's mutual friendships and mutual antipathy relations. The subjects consisted of 116 5-6 year old kindergarteners (64 boys & 52 girls) and they were asked to respond to the Attachment Story Completion Task by Bretherton & Cassidy (1990), based on the sociometric popularity postulated by Coie & Dodge (1988). Data were analyzed by the logistic regression analysis and the one-way ANOVA method and the Scheffe test in multiple comparisons analysis. The results concluded that 1)There were differences in terms of child-mother attachment and child-father attachment when it came to a child's mutual friendship. The secure child-mother and child-father attachment groups had more mutual friendships than the insecure attachment groups. 2)There were no differences in terms of child-mother attachment and child-father attachment when it came to child's mutual antipathy. 3) 78.0% of the mutual friendships were accurately classified as existence with respect to child-mother and child-father attachment.

The Relationship between Depression and Health Behavior in Adolescents (청소년의 우울성향과 건강관련행위간의 관계 연구)

  • Park, Nam-Hee;Kim, Mi-Oak
    • Child Health Nursing Research
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    • v.11 no.4
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    • pp.436-443
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    • 2005
  • Purpose: This study was done to explore the levels of depression experienced by adolescents, and to compare health behavior between depressed and non-depressed adolescents. Method: Participants were chosen by a stratified random sampling of adolescents in the second grade of a high school in P city. Levels of depression and health behavior of the students were measured using questionnaires. Data collection was done in May, 2002. Data were analyzed with descriptive statistics and logistic regression using the SPSS WIN 10.0 Program. Results: The prevalence of depression (CES-D) among the students was $53.5\%$. In multiple logistic regression analysis, sex (OR 1.80, $95\%$ Cl 1.35-2.41), school performance, mid (OR 1.68, $95\%$ Cl 1.48-1.97) and low (OR 1.42, $95\%$ Cl 1.29-1.61), drinking (OR 1.47, $95\%$ Cl 1.09-1.98), and not eating breakfast (OR 1.74, $95\%$ Cl 1.56-1.97) were significantly higher in students in the depressed group than those in the non-depressed group. Conclusions: Based on the findings, we concluded that many adolescent experience depression and depression in adolescents is significantly related to behaviors of smoking, alcohol, no exercise, and not eating breakfast. However this study did not address causality among these variables. There, further research, such as a longitudinal study, is needed to identify causality among the variables.

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Effects of Socio-Demographic Characteristics and Peer Relations on the Emotional, Behavioral, and Comorbid Disorder Symptoms in Low-SES Children

  • Sohn, Byoung-Duk
    • International Journal of Human Ecology
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    • v.11 no.1
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    • pp.49-63
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    • 2010
  • The current study examined the effects of socio-demographic characteristics and peer relations on the emotional, behavioral, and comorbid disorder symptoms among low-low-SES children, using the Young Lives Survey: an International Study of Childhood Poverty: Round 1, 2002. Participants were 1,000 8-year-old children (502 boys and 498 girls) from low-low-SES families. Data were analyzed using ANOVA, t-tests, post hoc test (Scheffe's method), correlations, and multiple logistic regression analyses according to the analysis strategy. There was a moderate correlation between selected socio-demographic variables and emotional/behavioral disorder symptoms, and the caregiver's marital status, child's health compared to others, child's work status corresponded to significant differences in their emotional/behavior levels. Regarding the logistic regression analysis, in addition to the effects of socio-demographic variables reflecting the characteristics of less-developed countries, marital status, child's working status, and conflicts with peers proved to be detrimental to emotional, behavioral, or comorbid disorder symptoms in low-SES children, who have been lack quality parenting, social resources, and child human rights. Results indicated the need to develop health care services that would address those problems and appropriate intervention and prevention programs targeting children in low-income families. Moreover, careful assessment and intervention for child's health status, child's working status and peer relationship problems are suggested as possible strategies for helping children at risk of exhibiting further problematic behaviors.

Risk Factors for Overweight and Obesity of Korean Preschool Children: Based on the Ecological Model (학령전기 아동의 과체중 및 비만 관련 위험요인: 생태학적 모델을 바탕으로)

  • Ra, Jin Suk;Jeong, Yeon-Hee
    • Journal of Korean Public Health Nursing
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    • v.33 no.2
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    • pp.175-187
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    • 2019
  • Purpose: The purpose of this study was to identify the potential risk factors - children's factors, parental factors, and familial-environmental factors - with respect to overweight and obesity in Korean preschool children. Methods: This study used a descriptive cross-sectional design and involved 264 pairs of mothers and preschool children aged 3-5 years (121 boys, 143 girls) attending daycare centers in C city. Multiple logistic regression analyses were used to identify significant risk factors for overweight and obesity in preschool children. Results: According to the multivariate logistic regression, family history of diabetes mellitus as children's factors, overweight or obesity of both parents as parental factors were significantly associated with an increased likelihood of overweight and obesity in preschool children. In addition, lack of community space for physical activity as familial-environmental factors was significantly associated with increased likelihood of overweight and obesity. Conclusions: Health care providers should concerned with the risk of overweight and obesity in children with high risk familial factors, such as family history of obesity and diabetes mellitus. Moreover, policies should be set in place to make sure communities include space that foster physical activity in young children.

Comparative study of geographic differences of severe trauma mortality in Korea (한국의 중증외상 사망률의 지역적 차이에 대한 비교 연구)

  • Jeong, Tae-Wook;Jo, Ji-Yeon;Kim, Seong-Ho
    • The Korean Journal of Emergency Medical Services
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    • v.25 no.3
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    • pp.37-48
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    • 2021
  • Purpose: Mortality due to trauma is relevant to both low-income and high-income countries. A diversity of causes leads to mortality such as, socioeconomic status and geographic factors. This study sought to differentiate between cases of mortality in a metropolitan city and a rural area, with data from critical trauma patients. Methods: Community-based severe trauma surveillance data from 2018 was used in this study. Logistic regression was conducted to compare the odds ratios between deaths that occurred in a metropolitan city and a rural area. Multiple logistic regression by controlling variables such as type of medical institution and injury severity score was conducted to estimate the effect on the trauma patients. Results: In total, 28,217 participants were selected as total population. We observed that the odds of death decreased as the level of the trauma center increased. Compared to the metropolitan city, the odds ratio of rural areas was 1.44. The odds ratio increased as the injury severity score increased. Conclusion: This study suggests that the mortality of critical trauma patients is higher in rural areas than in metropolitan cities. More studies are needed to expand on this.

Relationship between Psychological and Physical Disability and Nutrient Intake in the Elderly -The 8th Korea National Health and Nutrition Examination Survey- (고령자 심리 및 신체장애와 영양소 섭취와의 관계 -제 8기 국민건강영양조사 자료 이용-)

  • Jeong-Mi Park;Dah-Sol Kim;Nami Joo
    • Journal of the Korean Dietetic Association
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    • v.29 no.4
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    • pp.248-260
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    • 2023
  • This study provides basic data when planning nutrition support for healthy aging by revealing the relationship between various symptoms in the elderly and nutrient intake. From the 8th National Health and Nutrition Examination Survey, data from senior citizens aged 65 years or older in 2021 were used, and answers on the depression prevalence, activity restrictions, complaints of discomfort when chewing, and nutrient intake were analyzed through SPSS multiple logistic regression analysis. In the case of depression, there was a significant effect on the intake of four of the 20 nutrients (water, protein, cholesterol, and vitamin E). When experiencing activity restrictions, the intake of eight of the 20 nutrients (phosphorus, magnesium, vitamin A, vitamin D, beta-carotene, retinol, thiamine, and niacin) was affected. When experiencing chewing discomfort, the intake of three of the 20 nutrients (fat, magnesium, and vitamin E) was affected. Elderly people who suffer from depression, activity restrictions, and discomfort with chewing are at risk of various nutrient deficiencies, and related studies need to be conducted.

The Association between Obesity Indices in Adolescence and Carotid Intima-media Thickness in Young Adults: Kangwha Study (청소년기 비만지표와 초기 성인기 경동맥 내중막 두께와의 관련성: Kangwha Study)

  • Lee, Yoo-Jung;Nam, Chung-Mo;Kim, Hyeon-Chang;Hur, Nam-Wook;Suh, Il
    • Journal of Preventive Medicine and Public Health
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    • v.41 no.2
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    • pp.107-114
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    • 2008
  • Objectives : The aim of this study is to investigate the association between obesity indices(body mass index, weight, waist-hip ratio and waist circumference) in adolescents and the carotid intima-media thickness (C-IMT) in early adulthood. We also wanted to identify the best predictor for C-IMT among these obesity indices. Methods : This study used community-based prospective cohort study, known as the Kangwha Study, and the data we used were from subjects who were 16-years old in 1996 (defined as "adolescence") and 25 years-old in 2005 (defined as "early adulthood"). The 256 subjects (113 men and 143 women) who were used for analysis participated in both follow-ups, and they underwent B-mode ultrasonography of the carotid arteries at the early adulthood follow-up. Obesity indices were defined as the body mass index, weight, waist-hip ratio and waist circumference. The C-IMT was defined as the mean of the maximal IMT of each common carotid artery. The C-IMT and obesity indices associations were evaluated via multivariable regression, logistic regression and the receiver-operator characteristic curve analyses. Results : In men, all the obesity indices in adolescence were showed to have statistically significant positive association with C-IMT in early adulthood. However, no such relationship was showed in women. On multiple regression and logistic regression analysis, the waist-hip ratio showed the biggest relationship with the C-IMT among the 4 obesity indices. However, there were no statistical significant differences and no best predictor was found. For the women, the obesity incidences and C-IMT showed no relationships. Conclusions : This study suggested that obesity in adolescence was related to an increase C-IMT in healthy young Korean men.

Factors Influencing of Smartphone Addiction among University Freshmen (대학신입생의 스마트폰 중독에 미치는 영향요인)

  • Gang, Moon-Hee;Oh, Eun-Jin;Kim, Seon-Hee;Park, Hyeok-Gyu
    • The Journal of the Korea Contents Association
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    • v.20 no.10
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    • pp.488-495
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    • 2020
  • The purpose of the study was to identify the associated factors on the smartphone addiction of university freshmen. Collected data were analyzed with SPSS 26.0 using t-test, Pearson's correlation coefficients and logistic regression. Depression and anxiety was statistically significant. As a result of the multiple regression I. the factors affecting were self-injury attempt experience, gender. The results of regression model II with depression and anxiety were depression and gender. It is intended to present the necessity of a program related to predicting smartphone addiction of university freshmen.

Predicting Risk Factors for Pressure Sores in Patients Undergoing Operations ; A Prospective Study (수술환자의 욕창예측변수에 관한 연구)

  • Pak Soon-Mi;Jun Seong-Sook
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.6 no.2
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    • pp.267-276
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    • 1999
  • The purpose of this study was to identify risk factors predictive of alterations in skin integrity during the intraoperative period. The predictive risk factors were studied for intraoperative pressure sores from December 1998 through January 1999. A sample of 220 patients was selected from the operating room schedule of a University Hospital in Pusan. There were two criteria in including patients : the operation lasted longer than 2 hours and the absence of skin break-down according to NPUAP criteria. The data were analized by SPSS/PC, Stepwise multiple logistic regression was used to identify the variables which were predictive of alterations in skin integrity. Of the 220 patients studied, 41 patients (18.6%) developed stage 1 pressure sores in the immediate postoperative period. In relation to skin changes, three independent variables emerged from the stepwise multiple logistic regression as being significant (p<0.05). Factors predictive of pressure sore formation included low serum albumin(p=0.000), prone position while undergoing surgery(p=0.0004), time on the operating table(p=0.0165). Among the intrinsic factors, serum albumin was the most significant causal factor in pressure sores development in the intra-operative period. Pressure and shearing force were the most significant extrinsic factors in pressure sores development. From the results of this study we concluded that the primary nursing goal is the maintenance of the proper patient' position during the intraoperative period. Also imperative for sore prevention is the reduction of surgery time and improving preoperative nutritional status.

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