• 제목/요약/키워드: logistic multiple regression

검색결과 1,413건 처리시간 0.029초

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

  • 라진숙;정연희
    • 한국보건간호학회지
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    • 제33권2호
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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.

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

  • 정태욱;조지연;김성호
    • 한국응급구조학회지
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    • 제25권3호
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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.

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

  • 박정미;김다솔;주나미
    • 대한영양사협회학술지
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    • 제29권4호
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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.

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

  • 이유정;남정모;김현창;허남욱;서일
    • Journal of Preventive Medicine and Public Health
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    • 제41권2호
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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.

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

  • 강문희;오은진;김선희;박혁규
    • 한국콘텐츠학회논문지
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    • 제20권10호
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    • pp.488-495
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    • 2020
  • 본 연구는 대학신입생의 스마트폰 중독, 우울, 불안, 음주문제 및 자해시도 경험 정도를 분석하고, 스마트폰 중독에 영향을 미치는 요인을 파악하는 서술적 조사연구이다. 2019년 C 지역의 정신건강복지센터에 참여한 대학신입생 마음건강실태 조사에서 최종 326부로, 수집된 데이터는 t-test, peason's correlation coefficients, logistic regression을 사용하여 분석하였다. 연구결과 대상자의 일반적 특성에서 자해시도의 경험과 성별에서 유의미한 차이가 나타났고, 스마트폰 중독과 우울, 불안간의 상관관계는 모두 통계적으로 유의한 것으로 나타났다. 다중회귀분석 I 결과, 대학신입생의 스마트폰 중독에 영향을 미치는 요인은 자해경험과 성별이며, 우울과 불안을 투입한 회귀모형 II 결과 우울, 성별이었다. 이처럼 대학신입생의 우울, 성별, 자해시도 경험이 스마트폰 중독에 높은 영향 요인으로 나타났다. 이 연구 결과를 토대로 대학신입생의 스마트폰 중독 예측요인과 관련된 전문적인 프로그램 개발 필요성을 제시하고자 한다.

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

  • 박순미;전성숙
    • 기본간호학회지
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    • 제6권2호
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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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초등학교 정상체중아동과 비만아동의 건강증진 생활양식 (Health Promotion Life Profile of Normal-Weight and Obese Children in Elementary Schools)

  • 조인숙;김미원;박인혜;류현숙;강서영
    • Child Health Nursing Research
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    • 제15권1호
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    • pp.61-70
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    • 2009
  • Purpose: The purpose of this study was to identify the Health Promotion Life Profile of normal-weight and obese children, and factors related to obesity in elementary school children, and provide basic data for the development an obesity management program for these children. Method: The survey participants were 878 fourth to sixth grade elementary school children in Gwangju. $x^2$-test, t-test, ANOVA and multiple logistic regression with the SPSS program were used to analyze the collected data. Results: The Health Promotion Life Profile showed significant differences between normal-weight and obese groups according to food habits (t=3.305, p= .001) and exercise habits (t=-4.065, p=< .001). The Health Promotion Life Profile of obese children was also significantly different according to interest in weight control (F=3.044, p= .050), regular breakfast (F=3.699, p= .014), regular meals (F=6.868, p= .002). The multiple logistic regression analysis, showed that factors in obesity were significantly different according to gender, interest in weight control, fast eating, overeating and predilection for some food. Conclusion: The results of this study suggest that items on Health Promotion Life Profile such as food habits and exercise habits should be included in education programs to prevent obesity in elementary school children.

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Postoperative nausea and vomiting after general anesthesia for oral and maxillofacial surgery

  • Apipan, Benjamas;Rummasak, Duangdee;Wongsirichat, Natthamet
    • Journal of Dental Anesthesia and Pain Medicine
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    • 제16권4호
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    • pp.273-281
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    • 2016
  • Background: Postoperative nausea and vomiting (PONV) is one of the most common postoperative complications. Despite this, few papers have reported the incidence and independent risk factors associated with PONV in the context of oral and maxillofacial surgery (OMFS). Therefore, we sought to determine the incidence of PONV, as well as to identify risk factors for the condition in patients who had undergone OMFS under general anesthesia. Methods: A total of 372 patients' charts were reviewed, and the following potential risk factors for PONV were analyzed: age, sex, body mass index, smoking status, history of PONV and/or motion sickness, duration of anesthesia, amount of blood loss, nasogastric tube insertion and retention and postoperative opioid used. Univariate analysis was performed, and variables with a P-value less than 0.1 were entered into a multiple logistic regression analysis, wherein P-values < 0.05 were considered significant. Results: The overall incidence of PONV was 25.26%. In the multiple logistic regression analysis, the following variables were independent predictors of PONV: age < 30 years, history of PONV and/or motion sickness, and anesthesia duration > 4 h. Furthermore, the number of risk factors was proportional to the incidence of PONV. Conclusions: The incidence of PONV in patients who have undergone OMFS varies from center to center depending on patient characteristics, as well as on anesthetic and surgical practice. Identifying the independent risk factors for PONV will allow physicians to optimize prophylactic, antiemetic regimens.

응급실 내원 뇌 손상 환자의 진료과정과 결과 (Treatment Process and Outcomes of Brain Injuried ER Patients)

  • 홍혜련;진기남;이동우;김재수
    • Journal of Preventive Medicine and Public Health
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    • 제31권3호
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    • pp.481-489
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    • 1998
  • Injuries and infectious diseases have been the most important public health problems since the beginning of human life. Injuries result in death of about 30,000 people each year in South Korea. In terms of years of life lost, injuries are considerably more costly than either heart disease or cancer. In terms of cost - both the direct costs of care and the indirect costs to individuals, families, and societies of a diminished life-injuries are among the most expensive of all social problems. The main purposes of this study are (1) to describe the outcomes as well as treatment process of brain injured patients and (2) to identify the factors impacting on length of stay during hospitalization and hospital fees. The research method used in this study was to review the medical records of five hundreds brain injured cases using systemic random sampling. The multiple logistic regression was administered to identify the factors impacting on the outcomes. The results are as follow : (1) the consultation .ate was found to be 72.9% while referral rate was 11.2%; (2) nearly 30% of the respondents were hospitalized over 30 days; (3) multiple logistic regression analyses revealed that the determinants influencing LOS were number of consultations, number of lab tests, and surgery; (4) the determinants of hospital fee were severity of brain injury, gender of patients, number of consultations, number of lab tests, and surgery.

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우리나라 노인의 배우자 유무와 우울과의 관련성 (The Relationship between Existence of Spouses and Depression of Korean Elderly)

  • 박형수;정미화;유진호
    • 한국전자통신학회논문지
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    • 제7권5호
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    • pp.1181-1187
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    • 2012
  • 노인 우울은 삶의 만족을 저하시킬 뿐 아니라 노인 자살의 중요한 위험요인이다. 본 연구에서는 남자와 여자 노인의 배우자 유무와 우울과의 관련성에 대하여 질병관리본부에서 실시한 4기 2차년도 2008년 국민건강영양조사 대상자중 65세 이상 노인 남자 615명, 여자 904명을 연구대상으로 하였다. 분석은 카이제곱 검정과 다중로지스틱 회귀분석을 통해 일반적 특성, 이환 및 건강관련 특성과 우울과의 관련성을 파악하였다. 연구결과 연령, 가구소득, 주관적 건강상태, 활동제한 유무, 스트레스 정도 등을 보정한 다중로지스틱 회귀분석에서 배우자가 없는 남자 노인의 비차비는 2.37(95% CI 1.03-5.45)로 우울을 더 느꼈으며, 여자노인의 경우에서는 배우자의 유무와 우울과는 관련성이 없었다.