• 제목/요약/키워드: hierarchical logistic regression

검색결과 121건 처리시간 0.031초

지역사회 노인의 도구적 일상생활수행능력 영향요인: 생태학적 모델을 기반으로 (Factors Affecting Instrumental Activities of Daily Living in Community-Dwelling Seniors: A Study Based on an Ecological Approach)

  • 허정이;이윤정;김희걸
    • 한국보건간호학회지
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    • 제34권3호
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    • pp.341-354
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    • 2020
  • Purpose: This is a descriptive survey research study that identifies the intrapersonal, interpersonal, and organizational and community factors affecting the instrumental activities of daily living (IADL) in community-dwelling seniors. Methods: The study used data from a 2017 national survey of senior citizens, and includes 10,299 subjects aged 65 years or more. Complex sampling was performed to increase accuracy of the population, and hierarchical logistic regression was performed to identify the factors affecting IADL in seniors. Results: Amongst the organizational and community factors, we determined that the number of health centers, welfare facilities for senior citizens, hospital beds, and community sport facilities affected IADL in seniors, even after adjusting for intrapersonal and interpersonal factors. Conclusion: Helping seniors to maintain IADL independence for a longer duration is essential for their physical and social independence. Therefore, when establishing and developing policies for health promotion programs, efforts should be undertaken to actively reflect the level of IADL functions, and to create an accessible health and medical welfare environment by considering characteristics of senior citizens for operating programs.

5~11세 자녀에 대한 부모의 COVID-19 백신접종 의도 영향요인: 한국, 2022년 4월 시점 (Factors Influencing the COVID-19 Vaccination Intentions in Parents for Their Children Aged 5~11: Korea, April 2022)

  • 최인숙;김은아
    • 대한간호학회지
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    • 제53권2호
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    • pp.208-211
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    • 2023
  • Purpose: This study aimed to investigate COVID-19 vaccination intentions in Korean parents for their children aged 5 to 11 years and the factors influencing them. Methods: A cross-sectional online survey of 363 parents of children aged 5 to 11 years was conducted in Korea in April 2022. Data were analyzed using independent t-test, χ2 -test, Fisher's exact test, and hierarchical logistic regression analysis using SPSS/WIN 26.0 and MedCalc software version 20.113. Results: Of 363 Korean parents with children aged 5 to 11, 42.4% intended to vaccinate their children. Significant factors influencing vaccination intention were the second or third birth order of children (OR = 3.45, 95% CI = 1.45~8.21), vaccine hesitancy-confidence (OR = 2.00, 95% CI = 1.51~2.65), vaccine hesitancy-collective responsibility (OR = 1.57, 95% CI: 1.10~2.25), and COVID-19 anxiety-avoidance (OR = 1.55, 95% CI = 1.13~2.11). Conclusion: Findings suggest that COVID-19 vaccine campaigns based on reliable information and evidence from health authorities are needed to increase COVID-19 vaccination. Well-designed health communications for the target population may help to increase parental vaccine acceptance.

의료서비스의 과정적 질과 잠재적으로 예방 가능한 재입원율과의 관계 (Does Process Quality of Inpatient Care Serve as a Guide to Reduce Potentially Preventable Readmission (PPR)?)

  • 최재영
    • 한국병원경영학회지
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    • 제23권1호
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    • pp.87-106
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    • 2018
  • Purpose: 본 연구는 미국 캘리포니아와 플로리다에 위치한 의료기관을 대상으로 급성심근경색증, 심부전, 폐렴을 주진단으로 받은 메디케어 입원환자들에게 제공된 의료서비스의 과정적 질과 잠재적으로 예방이 가능한 30일 이내 위험 보정 재입원율과의 관계를 살펴보았다. Methods: 본 연구의 종속변수는 잠재적으로 예방이 가능한 30일 이내 위험 보정 질환별 재입원율이며 3M PPR 소프트웨어를 이용하여 재입원의 예방 가능 여부를 결정하였다. 미연방 의료 비용 및 이용 프로젝트 데이터베이스, 미국병원협회의 병원조사 자료, 미연방 보건복지부소속 메디케어 및 메디케이드 서비스 센터의 병원비교 자료를 이용하였다. 자료의 위계적 구조를 고려하여 다수준 로지스틱 회귀분석을 이용하여 분석하였다. Findings: 의료서비스의 과정적 품질과 퇴원 후 30일 이내 잠재적 예방 가능 위험도 보정 재입원율과의 관계는 질환별로 차이를 보였다. 폐렴의 경우 의료서비스의 과정적 질은 30일 이내 잠재적 예방 가능 보정 재입원율과 유의한 부(-)의 관계를 보였으나, 급성심근경색증과 심부전의 경우 대체로 유의한 관계를 관찰할 수 없었다. Practical Implications: 잠재적으로 예방 가능한 급성심근경색증, 심부전 재입원율을 줄이기 위해서는 의료기관에서 가이드라인으로 따를 수 있는 더욱 다양한 근거 중심의 과정적 질 지표의 개발에 대한 정부와 보건의료계의 노력이 필요하다.

종합병원에서 조직문화와 조직유효성과의 관계 (The Relationship of Organizational Culture and Organizational Effectiveness at the General Hospital)

  • 조희숙;조우현;전기홍;문옥륜;이선희
    • Journal of Preventive Medicine and Public Health
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    • 제32권3호
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    • pp.374-382
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    • 1999
  • Objectives: Organizational culture has beer important in field of organizational behavior research for the past decade. Although there has been a growing interest in the organizational culture and organizational effectiveness, there is few research in health care field. This study was carried out to investigate the relationship of organizational culture and organizational effectiveness at general hospital. Methods: Data was collected by self-administrated questionares. Organizational cultures were measured by using Likert scale. A general hospital in Kyunggi-Do was selected and survey was conducted to 675 workers. Data was analyzed with computer package, PC-SPSS. Results: There were four types of organizational culture in this hospital consensual culture, developmental culture, hierarchical culture, rational culture. Many workers recognized their culture as rational culture and developmental culture. This finding showed that the hospital had both human related and task related climate. There were some differences in recognition of sub-organizational culture by occupational group, but perceived organizational culture was in accordance with sub-organizational culture in general. Multiple regression analysis and multiple logistic regression analysis were conducted to find the relationship of organizational culture and organizational effectiveness. As a result, developmental culture showed a strong relationship with organizational commitment and job-satisfaction. Conclusions: These results showed that types of organizational culture were significantly related to organizational effectiveness and understanding the existing culture is essential to develope their organizational effectiveness.

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한 대기업 근로자들의 직무스트레스와 정신건강과의 관련성 (Association between Job Stress and mental health among Workers in a Large Company)

  • 유경열;이경종;민경복;박규철;채상국;박재범
    • 한국산업보건학회지
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    • 제21권3호
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    • pp.146-155
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    • 2011
  • Objectives: This study was conducted to investigate the association between job stress and mental health among male and female workers in a large electric manufacture company. Methods: A cross-sectional study was carried out on 3,228 employees who participated in annual medical check-up working in a large electric manufacture company in Gyeonggi Province. Medical check-up and self-administrated questionnaire were performed at the same time. Korean Occupational Stress Scale Short Form (KOSS-SF) and Psychosocial Wellbeing Index Short Form (PWI-SF) were applied to assess occupational stress and mental health. Hierarchical multiple linear regression and multiple logistic regression were performed to estimate the association between job stress and mental health. Results: The proportion of high risk of mental health was 17.1% in male, and 46.9% in women. Job stress had a greater effect on mental health than other general and work characteristics. All subscales of job stress were revealed to affect mental health. Bad occupational climate and lack of reward are the strongest risk factors in mental health of male and female respectively. Conclusions: Our results suggest that job stress could affect mental health among large electronic manufacture workers.

사회자본과 신체활동 행위변화단계 (Social Capital and Stage of Change for Physical Activity in a Community Sample of Adults)

  • 김길용;김은미;배상수
    • 보건교육건강증진학회지
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    • 제26권1호
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    • pp.63-80
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    • 2009
  • Objectives: This study identified how personal characteristics, healthy behavior and social capital might influence on physical activity of adults. Methods: This study used data from the health survey of a city of Korea. We surveyed 1,000 adults sampled by stratified sampling methods from 67,889 households. Outcome variable was the stage of physical activity which was broken into 5 categories. Sociodemographic factors, healthy behavior, self-rated health status and social capital were used as control variables. Sociodemographic factors included age, sex, educational status, economic status measured by deprivation score, residential period within survey city. Social capital was measured by Integrated Questionnaire for the Measurement of Social Capital (SC-IQ). This study used chi-square test and ordered logistic regression models to examine the associations between independent variables and physical activity. Variables were added to the regression model in three groups using a hierarchical approach. Results: Physical activity was significantly more likely to become active if they have higher educational status, healthier behavior. Among the six dimensions of SC-IQ, only "groups and networks" that is structural dimensions of social capital and "trust and solidarity" that is cognitive dimensions of social capital were significantly related to physical activity of adults. We found that a person having higher density of membership and having larger size of networks showed the high possibility of active physical activity. A person having high solidarity was significantly associated with physical activity, but general trust was inversely related to physical activity. Output dimensions of social capital did not show significant relationship to physical activity. Conclusion: We found that social capital is useful concept to explain health behaviors like physical activity. However we must consider social, cultural and political context of the study to evaluate the effect of social capital to health status and health determinants and to capture the exact meaning of relationship between them. We suggest further researches to refine the concept of social capital and to explain the relationship of social capital to diverse health determinants.

한국 벤처부문의 지식이전 효과에 대한 진단 : 지식속성, 흡수능력, 정부 및 시장의 복합적 효과 (A study of knowledge transfer effects in Korean venture startups : The role of knowledge origins, absorptive capacity, government, and venture capital)

  • 손동원
    • 기술혁신연구
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    • 제18권1호
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    • pp.21-51
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    • 2010
  • 본 연구는 한국 벤처부문의 지식이전 효과를 실증적으로 분석했다. 구체적으로, 지식을 창출하는 단계에서부터 어떤 지식창조기관(주로 대학 출연연구소 기업R&D센터)에서 어떤 유형의 지식이 공급되는지 또한 그 성과는 어떠한지를 규명했다. 종속변수의 유형에 따라 3가지 분석방법인, ‘위계회귀분석’, ‘로지스틱 회귀분석’ 및 ‘생존분석’을 사용했다. 분석 대상은 벤처인증기업 중 1,862개를 분석했으며, 데이터의 원천은 2008년도 STEPI 혁신조사를 비롯해서 정부부처에서 공표되는 객관적 데이터들을 사용했다. 주요 분석결과는 지식원천과 산업유형이 정렬될수록 그 지식이전은 특허를 높이고 성장성을 높였으며, 정부지원은 재무성과에 부정적 영향을 미쳤으나 지식이전에 대한 영향은 없었다. 또한 각 벤처기업의 흡수능력에 따라 지식이전 효과가 차별화되었다. 한국 벤처부문에서 발생하는 정부와 벤처캐피탈 시장의 역할에 대한 이론적 및 실무적 시사점을 토론했다.

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청소년 흡연자의 금연의도 및 금연행위 예측을 위한 계획적 행위이론(Theory of Planned Behavior)의 검증 (Testing of the Theory of Planned Behavior in the Prediction of Smoking Cessation Intention and Smoking Cessation Behavior among Adolescent Smokers)

  • 송미라;김순례
    • 지역사회간호학회지
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    • 제13권3호
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    • pp.456-470
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    • 2002
  • Objectives: The purpose of this study was to test the Theory of Planned Behavior (TPB) in the prediction of smoking cessation intention and smoking cessation behavior among adolescent smokers, in order to provide basic data to develop a future smoking cessation program as a nursing intervention. Method: The study subjects were 80 adolescent smokers who had smoked one cigarette and attended a five-day school smoking cessation program. The data were collected from October 24 to December 21, 1999. The instruments used in this study were the tools developed by Jee (1994) to measure TPB variables such as attitude toward smoking cessation behavior, subjective norm, perceived behavioral control, smoking cessation intention, and smoking cessation behavior. The data were analyzed with the SAS/PC program using descriptive statistics, hierarchical multiple regression, and logistic multiple regression. Results: 1. Attitude toward smoking cessation behavior, subjective norm, and perceived behavioral control were partially significant in predicting smoking cessation intention. 2. Smoking cessation intention and perceived behavioral control toward smoking cessation behavior did not significantly predict smoking cessation behavior. 3. There were partial interaction effects among the attitude toward smoking cessation behavior, subjective norm, and perceived behavioral control in the prediction of smoking cessation intention. 4. There were partial interaction effects between smoking cessation intention and perceiver behavioral control toward smoking cessation behavior in the prediction of smoking cessation behavior. Conclusion: This study partially demonstrated support for the TPB model that was partially useful in predicting smoking cessation intention and smoking cessation behavior among adolescent smokers. Therefore, it is recommended that attitude toward smoking cessation behavior and perceived behavioral control should be considered in developing smoking cessation programs and implementing nursing interventions to change the smoking behavior of adolescent smokers.

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개인적 특성과 사회환경이 청소년의 흡연에 미치는 영향 (The Influence of Personal Characteristics and Social Environment on Adolescent's Smoking)

  • 안은성;배상수
    • 보건교육건강증진학회지
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    • 제26권2호
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    • pp.1-13
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    • 2009
  • Objectives: This study identified how personal characteristics, family environment, governmental policy for the prevention and cessation of smoking might influence on adolescent smoking. Methods: This study used data from the 2006 Korea Youth Risk Behavior Web-based Survey of 71,404 middle school and high school students, giving a response rate of 90.9%. We selected 61,508 adolescents subjects of the final analysis without missing data on independent variables and dependent variables which are used in this study. This study used $\chi^2$ tests and logistic regression models. Variables were added to the regression model in three groups using a hierarchical approach.Results: Adolescents were significantly more likely to become current smokers if they were boys, were in a higher grade, and had lower academic achievement. Adolescents experiencing stress and depression were associated with increased risk of current smoking. Adolescents with single parents or students of non-living with parents comparing with students of living with parents showed the high possibility of smoking. Lower father's education was associated with increased likelihood of current smoking. Adolescents who were exposed to smoking at home were more likely to smoke. Adolescents without contacting with the antismoking media campaign was associated with increased likelihood of current smoking. Conclusion: Promoting antismoking media campaigns targeted at adolescent is required, and the smoking prevention education which are proper for subjects are required. Proper plans which could decrease the exposure of secondhand smoking should be established.

재난 후 생활변화가 외상 후 스트레스 장애에 미치는 영향 (The Effects of Life Changes on Post-Traumatic Stress Disorder after Disasters)

  • 임혜선;심경옥
    • 스트레스연구
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    • 제26권4호
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    • pp.319-326
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    • 2018
  • 본 연구는 2012년부터 2015년까지 자연재난 피해자 1,182명의 자료를 활용하여 재난피해자의 외상 후 스트레스 증상을 예측하기위해 수행되었다. 연구결과는 아래와 같다. 첫번째, t-test 분석결과 PTSD군과 비PTSD군은 대인관계 만족, 대인관계 신뢰, 불안, 우울, 주관적 웰빙에서 통계적으로 유의미한 차이가 있는 것으로 나타났다. 두번째, 로지스틱 회귀분석결과 재난 PTSD발병에 영향을 미치는 요인은 재난 전 정신건강 문제, 트라우마 경험, 재난당시 인명피해 경험, 재난 후 자산감소, 경제적 어려움, 대인관계 신뢰 및 만족으로 나타났다. 본 연구는 재난피해자의 PTSD에 영향을 미치는 요인을 확인하여 PTSD예방을 위한 심리사회적 중재프로그램 개발에 기초자료로 활용할 수 있다는데 의의가 있다.