• 제목/요약/키워드: binary logistic regression analysis

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대학교육을 위해 다른 지역으로 이동하는 학생의 특성 (Features of Students Moving for University Education)

  • 한송이;배상훈
    • 디지털융복합연구
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    • 제18권2호
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    • pp.95-101
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    • 2020
  • 본 연구의 목적은 대학교육을 위해 입학 단계에서 다른 지역으로 이동하는 학생들의 특징을 살펴보는 것이다. 이러한 목적을 달성하기 위하여 2018년 학부교육 실태조사(K-NSSE) 자료를 분석하였다. 교차 분석(카이제곱 검정)과 이항 로지스틱 회귀분석을 하였다. 분석 결과, 서울 지역 학생들은 서울, 경인, 지방 등 다양한 지역으로 이동하는 비율이 상대적으로 높았지만, 지방 출신 학생의 경우 낮은 비율의 학생들이 서울 지역 대학으로 이동하고 있었다. 또한, 대학교육을 위해 서울에서 지방으로, 지방에서 서울 지역으로 이동하는 학생 집단이 사회경제적 배경, 고교 유형과 성취 수준, 진로 성숙 수준, 대학몰입 정도에 있어서 차이가 있음을 확인하였다. 본 연구는 서울 중심의 대학 서열화 구조를 극복하고 학생 구성의 다양성을 확보하여 교육의 질을 높이고 지역 발전에도 기여할 수 있도록 정부가 체계적인 지원을 할 필요가 있음을 제언한다.

알레르기 질환 진단 경험과 식품 영양표시 인지의 관련성 (Relationship Between Prevalence of Allergic Diseases and Recognition of Food Nutrition Labeling)

  • 한윤수;정우영;황윤태;김지연;이예진;권오휘;노진원
    • 한국콘텐츠학회논문지
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    • 제19권11호
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    • pp.434-444
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    • 2019
  • 최근 증가한 알레르기 질환의 유병률은 환경 및 식생활의 방식에 영향을 받는 것으로 나타났으며, 알레르기 질환을 완화하기 하려면 평소 식생활 개선이 중요하다. 식품 영양표시는 영양정보를 제공함으로써 알레르기 질환자의 식생활 개선에 도움을 준다. 본 연구는 영양표시의 인지에 영향을 미치는 다른 요인들을 통제한 상태에서 알레르기 질환 진단 경험 여부가 식품 영양표시 인지 여부에 미치는 영향을 파악하여 지원 방향에 대한 기초자료를 제시하고자 한다. 본 연구는 2016년 국민건강영양조사 자료를 활용하였으며 알레르기 비염, 천식, 아토피 피부염으로 진단 받은 경험이 있는 성인 4,928명을 최종 대상으로 선정하였다. 이분형 로지스틱 회귀 분석 결과, 알레르기 진단 경험과 식품 영양표시에 대한 인지도는 유의한 관련이 있었으며, 진단 경험 유무로 나누어 살펴보면 거주지역, 소득수준, 주관적 건강상태, 주관적 체형인식에서 차이가 있었다. 이들의 영양표시 활용을 지원하기 위해 영양교육 및 영양표시제에 대한 정책적 제도적 지원 방안이 마련되어야 할 것이다.

전문대학생의 취업준비활동이 취업에 미치는 영향 (The Effect on Employment of Employment Preparation Activities in College Graduates)

  • 최선미
    • 한국산학기술학회논문지
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    • 제16권4호
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    • pp.2556-2563
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    • 2015
  • 본 연구는 전문대학생이 경험하는 취업준비활동의 취업 효과를 밝히는 것이 목적이다. 특히 학생이 개인차원에서 준비하는 자격증, 직업훈련 등과 함께 대학 차원에서 운영하는 진로선택 및 취업지원 프로그램의 취업 효과를 분석하기 위해 수행되었다. 2011대졸자 직업이동경로조사 자료의 전문대졸자 3,249명을 대상으로 이항 로지스틱 회귀분석을 실시하였다. 분석 결과, 대학특성에서는 졸업학점이 높을수록, 출신대학이 비수도권일수록 취업 확률이 더 높았다. 전공계열은 준거집단 대비 의약, 교육, 공학, 사회, 자연 계열 순으로 취업 확률이 높았다. 취업준비활동에서는 국가 자격증 수가 많을수록, 면접기술 & 이력서작성 프로그램 참여 경험이 있는 경우, 졸업 전 후 구직활동 경험이 있는 경우가 취업에 영향을 미치는 것으로 나타났다. 그 외 직업훈련, 진로 취업관련 교과목, 직장체험 프로그램, 진로상담 프로그램, 취업캠프, 대학 재학 중 일자리 경험, 졸업 전 취업목표 유무 등은 취업에 직접적인 영향을 미치지는 못했다.

치과의료소비자의 구강건강신념이 건강보험 급여화에 따른 스케일링 행위에 영향을 미치는 요인 (The factors of oral health beliefs on scaling performance by national health insurance coverage in consumers)

  • 이명선;임희정
    • 한국치위생학회지
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    • 제15권1호
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    • pp.31-38
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    • 2015
  • Objectives: The purpose of this study is to investigate the factors of oral health beliefs on scaling performance by national health insurance coverage in consumers. Methods: The subjects were 353 people living in Seoul, Incheon, and Gyeonggi-do from September 25 to October 20, 2013. They filled out the self-reported questionnaire after receiving informed consents. The questionnaire included 6 questions of general characteristics, 6 questions of oral health behavior, 6 questions of health insurance coverage, and 1 question of subjective oral health recognition. The oral health belief consisted of 6 questions of seriousness, 6 questions of susceptibility, 8 questions of barriers, 5 questions of benefit, and 3 questions of self-efficacy measure by Likert 5 scale. Cronbach's alpha in the study was 0.759. Data were analyzed using SPSS version 20.0 for frequency analysis, t-test, ANOVA, post-hoc Scheffe test, Pearson's correlation coefficient, and binary logistic regression. Results: The influencing factors of oral health belief model were Seriousness(${\beta}=0.091$), Self efficacy(${\beta}=-0.471$) and age(${\beta}=0.855$)(p<0.05). Those who had highly perceived seriousness and younger age tended to have probability of scaling performance. Higher self-efficacy tended to take more chance to have scaling performance probability. Conclusions: In order to cover the scaling by national health insurance, it is very important to notice the benefit of health insurance coverage of scaling to the consumers. National health insurance coverage enables the scaling practice to be easily accessible to the people. Easy access to scaling by low cost strategy can improve the oral health behavior.

사상체질에서 A형 행동유형과 당뇨병에 관한 연구 (Relationship between Type A Behavior Pattern and Diabetes According to Sasang Constitution)

  • 이상준;유준상;고상백;박종구
    • 사상체질의학회지
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    • 제21권1호
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    • pp.197-216
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    • 2009
  • 1. Objectives This study is to investigate the relationship between type A behavior pattern(TABP) and diabetes according to Sasang Constitution. 2. Methods 162 persons(81 IGM persons vs 81 normal persons) out of 666 persons, more than 40 years old, who participated the community based cohort in Wonju City of South Korea from July 2nd to August 30th in 2006, were randomly selected and analyzed. Framingham Type A score, Social Support index, glucose related laboratory results were measured and analyzed according to Sasang Constitution. 3. Results Soeumin in IGM group had significantly high scores in FTA scales compared with Soyangin and Taeeumin, bur in female IGM group and normal group there was no significant difference in FTA scales and TABP frequency by Sasang Constitution. There was no significant difference in social support index in IGM and normal group by Sasang Constitution. There was no significant difference in glucose-related values between TABP/TBBP in IGM group and normal group. Soyangin in female IGM group had significantly high values in insulin(fasting) and HOMA-IR in TABP group, Soeumin group had significantly high values in FBS in TABP group. According to binary logistic regression analysis for IGM, Sasang Constitution was a significant risk factor and the ORs of Taeeumin and Soyangin were significantly higher than that of Soeumin. Social Support index was significantly higher only in female group. 4. Conclusions Adequate questionnaire of TABP for our country or a research of another subjects are needed. And Sasang Constitution is thought to be the reasonable intervention to control diabetes in terms of prevention, treatment and regimen.

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산업분류와 만성질환 유무와의 관계 (The Relationship between Industrial Classification and Chronic Disease)

  • 홍진혁;유기봉;김선호;김충우;노진원
    • 한국병원경영학회지
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    • 제21권4호
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    • pp.55-62
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    • 2016
  • Purposes: The industry has specialized and fragmented than in the past. As a factor of economic growth and industrialization, the number of people employed in primary industry decreased and the number of people employed in secondary and third industry continuously increased. In modern times, incidence of chronic disease is increasing according to industrial development. So, the purpose of this study was to analyze the chronic disease according to Clark's industrial classification. Methodology: Data were derived from the 2012 Korea Health Panel. The sample was made up of 7,132 adult participants aged 20 or over selected Korea Health Panel by probability sampling from Korea. Binary logistic regression analysis was conducted to examine the main factors associated with chronic disease. Findings: The significant factors associated with chronic disease were gender, age, marital status, household member, education level, insurance type, disability, BMI, and industrial classification. Female, elderly, divorced(including bereavement, missing and separation), one-person households, less than high school graduation, medical aid, disability, obese and primary industry were confirmed chronic disease increases. Practical Implications: The study finds that primary industry's prevalence of chronic disease was higher than secondary and third industry. Therefore, this study aims to management and effort of the worker who engaged in the primary industry. Policy development is required to address inequality or popularization of the differences in these factors by conducting a study to define the working conditions and socio-economic factors between industry.

요양병원 치매노인의 장기입원 관련 요인 (Factors Associated with the Long-Stay Admissions in Geriatric Hospitals - Focused on Dementia's Inpatients -)

  • 이윤진;이상규;유창훈;김봄결;김태현
    • 한국병원경영학회지
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    • 제25권3호
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    • pp.29-37
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    • 2020
  • Purposes: The purpose of this study was to identify the factors related to the long-stay hospitalization of dementia patients aged 65 years or older who had received inpatient care at geriatric hospitals according to the minute facility characteristics and patient features. Methodology: This study was conducted on 317,353 cases of 1,512 geriatric hospitals using the Health Insurance Review and Assessment Service dataset. The data collected were processed using the SAS Enterprise Guide 4.3 for descriptive statistics, the chi-square test, and the binary logistic regression analysis. Findings: As a result of the study, in the facility characteristics of geriatric hospitals, the long-stay hospitalization of the aged with dementia were found to be related to the type of facility establishment, the number of hospital beds, the number of medical specialists, the number of nursing personnel, and the number of geriatric hospitals by region and province. In the personal features of patients, the long-stay hospitalization was found to be associated with the gender, age, insurance, and the patient classification groups. Practical Implication: Considering the results of this study, it seems that securing the sufficient medical personnel in a geriatric facility, providing the good quality medical services, and preparing the appropriate discharge plan can reduce the unnecessary long-stay hospitalization and spend the medical expenses for the older patients.

탈수와 체질량지수 및 혈중지질 농도와의 관련성 (Correlation of Dehydration with Body Mass Index and Blood Lipid Levels)

  • 김선희;윤미은;유재현;천성수
    • 대한영양사협회학술지
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    • 제23권1호
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    • pp.27-38
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    • 2017
  • Maintaining adequate fluid balance is essential for all biological functions in the body. The purpose of this study was to evaluate vulnerability to dehydration by analyzing age, gender, body mass index (BMI), and blood lipid parameters in health checkup examinees who visited Sahmyook Seoul Hospital for comprehensive health checkups. In a binary logistic regression analysis stratified by age and body mass index the odd ratio for dehydration was as high as 3.317 (95% CI: 1.666~6.605) in the 50s age group, 4.224 (95% CI: 2.038~ 8.755) in the 60s age group, and 4.610 (95% CI: 1.943~10.940) in the above 70s age group compared to 20s reference age group. Aged females showed greater vulnerability to dehydration with significance levels of P<0.01 and P<0.001. Compared to a normal weight (BMI: 18.5~22.9) the odd ratio was higher in males with an under weight (BMI: less than 18.5) (5.130 [95% CI: 1.631~16.132]) and in females with an over weight (BMI: 23.0~24.9) (1.500 [95% CI: 1.065~2.114]). In conclusion, our results showed that vulnerability to dehydration increased with age and was higher in under weight males and over weight females than that in normal weight.

Relationship between heavy drinking, binge drinking, and metabolic syndrome in obese and non-obese Korean male adults

  • Oh, Jung Eun
    • Nutrition Research and Practice
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    • 제12권2호
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    • pp.166-172
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    • 2018
  • BACKGROUND/OBJECTIVES: Obesity and alcohol drinking are associated with metabolic syndrome. However, few studies show the relationship between alcohol drinking and metabolic syndrome according to varying degrees of obesity. This study aimed to determine the association between alcohol drinking and metabolic syndrome in obese and non-obese Korean male adults. SUBJECTS/METHODS: This cross-sectional study included 5,867 males aged ${\geq}20$ years who were examined at the Soonchunhyang University health promotion center during June 2008-December 2010. The subjects were divided into non-obese (body mass index [BMI] < $25kg/m^2$) and obese (BMI ${\geq}25kg/m^2$) groups and further divided according to weekly alcohol consumption into nondrinking (0 drinks/week), moderate drinking (${\leq}14$ drinks/week), and heavy drinking (> 14 drinks/week) groups. The subjects were also categorized into binge drinking and non-binge drinking groups. To obtain odds ratios (ORs) for metabolic syndrome, binary logistic regression analysis was performed. RESULTS: The overall metabolic syndrome prevalence was 27.3% (12.8%, non-obese group; 50.4%, obese group). After adjusting for age, physical activity, and smoking, in the non-obese group, the OR for heavy drinking with binge drinking (reference: nondrinking) was 1.56 (95% confidence interval [CI] = 1.12-2.18), with a significant increase in metabolic syndrome prevalence. In the obese group, the OR for heavy drinking with binge drinking was 1.42 (95% CI = 1.07-1.88), showing a significant increase in metabolic syndrome prevalence (P < 0.05). CONCLUSIONS: In both non-obese and obese Korean males, heavy drinking with binge drinking was associated with increased risk of metabolic syndrome. Thus, both non-obese and obese males should restrict their alcohol intake and not indulge in binge drinking.

고속도로 교통사고 예방을 위한 가변제한속도 적용방안 연구 (A Study on the Application of Variable Speed Limits(VSL) for Preventing Accidents on Freeways)

  • 박준형;황효원;오철;장명순
    • 대한교통학회지
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    • 제26권4호
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    • pp.111-121
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    • 2008
  • 효과적인 가변제한속도(Variable Speed Limit: VSL)는 교통사고를 예방하고 교통정체를 완화시키는데 기여하는 중요한 교통류 제어방안이다. 본 연구에서는 교통사고 예방을 목적으로 가변제한속도를 적용하는 방법론을 제시하였다. 가변제한속도를 적용하는 조건을 두 가지로 분류하였는데, 사고위험도 예측모형에 따른 제한속도 변화와 도로환경조건의 변화에 따른 제한속도 조정 방안을 제안하였다. 예측된 사고위험도에 따른 가변제한속도의 적용은 검지기에서 추출되는 교통량, 속도, 점유율자료와 교통사고자료로 이항로지스틱회귀분석 기법을 사용하여 구축된 사고위험도 예측모형을 사용하였다. 한편, 도로환경조건에 따른 가변제한속도 적용에서는 안개, 폭우, 폭설로 인한 시거제약 상황과 결빙, 비, 눈으로 인한 노면마찰력감소상황 시 최소정지거리 계산을 통해 각 상황에 적용되어야 하는 제한속도를 제시하였다. 이를 바탕으로 통합도로환경조건 모니터링 시스템 하에서 사고위험도와 도로환경조건을 관측하고 제한속도를 변화시키는 가변제한속도 시스템 알고리즘을 제시하였으며, 제안된 알고리즘의 현장 적용 시 고려되어야 할 기술적 이슈를 논의하였다.