• 제목/요약/키워드: logistic multiple regression

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혈액원 노동자의 주관적 건강 상태 관련 요인: 긍정심리자본, 직무스트레스를 중심으로 (Associations Between Perceived Health Status and positive psychology capital and job stress Among Korean Red Cross Workers)

  • 김정애;황지원;박민주
    • 산업융합연구
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    • 제18권6호
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    • pp.75-83
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    • 2020
  • 본 연구는 혈액원 노동자들의 건강한 근무환경 개선을 위한 토대를 제공하고자 작성된 서술적 조사연구이다. 설문지는 2020년 9월 8일부터 10월 31일까지 215부가 수집되었다. SPSS 19.0 통계 프로그램으로 카이제곱검정 및 피셔정확검정(Chi-squared test or Fisher's extract test), 독립표본 t-test, 다중로지스틱회귀분석(Mutiple Logistic Regression)을 하였다. 관련 요인 보정 후 긍정심리자본 및 직무스트레스와 주관적 건강 상태와의 관련성을 평가하기 위해 다중로지스틱회귀분석을 시행한 결과, 일반적 특성 및 업무특성과 주관적 건강 상태와는 관련성이 없었으며, 불건강군과 건강군의 긍정심리자본과 직무스트레스는 유의미한 평균 차이를 각각 보였다(p<.001, p<.001). 긍정심리자본이 한 단위 증가할수록 주관적 건강 상태의 양호한 건강군의 오즈비는 1.1배[95% confidence interval (CI): 1.0-1.1] 유의하게 증가 하였고, 직무스트레스가 한 단위 증가할수록 주관적 건강 상태의 양호한 건강군의 오즈비는 0.9배로[95% confidence interval (CI): 0.8-0.9] 유의하게 감소하는 결과를 보였다.

한국 당뇨병 성인의 혈당조절 장애요인 (Barrier Factors Influencing Glycemic Control in Korean Adults with Diabetes)

  • 김태희;김보현
    • 산업융합연구
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    • 제22권2호
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    • pp.143-151
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    • 2024
  • 본 연구는 한국 30세 이상 60미만 성인을 대상으로 당화혈색소 6.5% 이상 그룹과 미만 그룹간의 일반적 특성, 신체적 요인, 정신적 요인, 건강문해력 특성 등의 차이를 비교하고, 혈당조절에 영향을 미치는 요인을 성별에 따라 비교하기 위해 시행하였다. 2019년도부터 2021년도까지 국민건강영양조사 원시자료를 이용히여 층화집락추출 및 가중치를 반영하여 복합표본분석 방법을 적용하였다. 한국 30세 이상 60세미만 성인을 대상으로 당화혈색소 6.5% 이상 그룹과 미만 그룹의 인구사회학적 특성, 신체적 요인, 정신적 요인, 건강문해력 등에 따른 차이는 Rao-Scott χ2 test로 분석하였고, 성별에 따른 영향요인을 확인하기 위해 로지스틱 회귀분석 방법으로 분석하였다. 본 연구의 대상자는 438명 이었으며 당화혈색소 6.5% 이상 그룹은 348명으로 나타났다. 당화혈색소 6.5% 미만 그룹과 이상 그룹 간 유의한 차이가 있는 요인은 성별(RCχ2: 7.9, p=.012), 비만(RCχ2: 13.1, p=.006), 당뇨병 유병기간(RCχ2: 9.55, p=.029)이었다. 건강 전문가는 성별, 비만, 당뇨병 유병기간 등이 고혈당 위험성을 높이는 요인임을 파악하고, 혈당 조절 개선을 위한 중재 적용 시 대상자의 신체적 요인, 건강문해력 등을 고려한 건강 증진 전략을 제시할 필요가 있다.

Associations of Demographic and Socioeconomic Factors with Stage at Diagnosis of Breast Cancer

  • Mohaghegh, Pegah;Yavari, Parvin;Akbari, Mohammad Esmail;Abadi, Alireza;Ahmadi, Farzane
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권4호
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    • pp.1627-1631
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    • 2015
  • Background: Stage at diagnosis is one of the most important prognostic factors of breast cancer survival. Because in the breast cancer case this may vary with socioeconomic characteristics, this study was performed to recognize the relationship between demographic and socioeconomic factors with stage at diagnosis in Iran. Materials and Methods: This cross-sectional, descriptive study conducted on 526 patients suffering from breast cancer and registered in Cancer Research Center of Shahid Beheshti University of Medical Sciences from 2008 to 2013. A reliable and valid questionnaire about family levels of socioeconomic status filled in by interviewing the patients via phone. For analyzing the data, Multinomial logistic regression, Kendal tau-b correlation coefficient and Contingency Coefficient tests were executed by SPSS22. Economic status, educational attainment of patient and household head and/or a combination of these were considered as parameters for socioeconomic status. First, the relationship between stage at diagnosis and demographic and socioeconomic status was assessed in univariate analysis then these relationships assessed in two different models of multinomial logistic regression. Results: The mean age of the patients was 48.3 (SD=11.4). According to the results of this study, there were significant relationships between stage at diagnosis of breast cancer with patient education (p=0.011), living place (p=0.044) and combined socioeconomic status (p=0.024). These relationships persisted in multiple multinomial logistic regressions. Other variables, however, had no significant correlation. Conclusions: Patient education, combined socioeconomic status and living place are important variables in stage at diagnosis of breast cancer in Iranian women. Interventions have to be applied with the aim of raising women's accessibility to diagnostic and medical facilities and also awareness in order to reducing delay in referring. In addition, covering breast cancer screening services by insurance is recommended.

아파트 커뮤니티에서의 거주자 감정지표 개발에 관한 기초 연구 (A Basic Study on Development of Residents Emotion Index in Apartment Community)

  • 박지혜;조성희
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2011년도 춘계학술발표대회 논문집
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    • pp.247-250
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    • 2011
  • The purpose of this study suggests the emotion of residents as indexes in Korean housing environment for providing a fundamental guideline for precise dwelling social science and indicating the view for understanding of residents in korean housing culture in korea. So this paper explores the role of residents emotion indexes in housing environment and community. For this study, survey and depth-interview methods were used for data collection. The subjects were 514 housewives living in apartments. The statistical methods for data analysis were frequency, mean, multiple linear regression and logistic regression analysis using the SPSS 18.0 program The major findings are as follows: 1)Pride of neighborhood, pride of apartment complex and sense of superiority were important factors for residental satisfaction. 2)Conspicuous image of neighbors and active contact with neighbors were import factors for their neighborship in the apartment complex. The results develop the housing environment evaluation indexes in community through the contextual understanding of space emotion society.

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Impact of Network Formation on Entrepreneurial Performance and Growth: A Study of Selected Small Enterprises in Bangladesh

  • Bhuiyan, Bashir Ahmed;Imam, Mahmood Osman
    • 아태비즈니스연구
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    • 제3권1호
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    • pp.29-38
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    • 2012
  • This study aims at evaluating the impact of network formation variables and found to have positive impact on the economic performance and growth of the enterprises. The calucation of the weighted scores of networking statements brought some affirmative results to influence the performance of the enterprises. Through multiple regression and logistic regression models it is identified that network formation variables like service receiving status, consultation of the family, other business dummy and attendance in fair have some significant positive impact both on the growth and performance of the enterprises. In addition to above variables, from the set of enterprise characteristics natural logarithm of the market value of total assets and from the entrepreneurs' characteristics set of variables, schooling year and squared value of the experience have been found to have significant positive impact. Finally, it is concluded in the study that to enhance the performance and growth of the enterprises, government and policy rlated organizations need to consider important variables that have positive impact in supplying the entrepreneurial resources especially, developing the net-working relationship.

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추구혜택과 패션이미지가 제주지역 패션문화상품 갈옷 구매의도에 미치는 영향 (The Effect of Benefit thought and Fashion Image on Purchase Intention fo Gal-ot)

  • 홍희숙
    • 대한가정학회지
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    • 제39권2호
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    • pp.73-84
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    • 2001
  • The purposes of this study were 1) to identify the effect of clothing benefit sought on fashion image sought and 2) to determine the effects of fashion image and benefit sought on purchase intention of Gal-ot. The data were collected via a self-administered questionnaire from 172 female tourist(20 to 50 ages) in Cheju and analyzed by factor analysis, stepwise multiple regression analysis and logistic regression analysis. Four factors of benefit sought were identified : Practicality/economic-value, aesthetics, reputation, and souvenir-value. Six factors of fashion image were found and labeled as: Sexy/feminine, wild/mannish, easy/simple, Cheju image, ecology and natural image. The effects of benefits sought(Practicality/economic-value, aesthetics, reputation and souvenir-value) on fashion image(Sexy/feminine, easy/simple, Cheju and natural image) were found. There were also significant effects of benefit sought(souvenir-value) and fashion image(Cheju image) on purchase intention of Gal-ot.

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도시가계의 가계자산투자행태 및 관련변수 (The assets investment of urban households and related factors)

  • 손주영;이연숙
    • 가족자원경영과 정책
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    • 제3권1호
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    • pp.67-82
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    • 1999
  • The purpose of this study were to examine assets investment behavior of urban households and find the factors affecting it. The data were obtained from 442 households living in Seoul. The statistical techniques used for this study included descriptive statistecs, logistic regression, multiple regression. The major findings were as follows: First, The ownership of houehold assets were affected by age, education, total income, total income, total asset, the number of income source, income stability, the financial expectations, past financial experiences and the job of houehold head. Second, amount of household assets was affected by husband’s age, education, unearned income, total asset, income stability, the expectiation of future, the past financial experiences and the job of household head. Third, ratios of household assets were affected by age, education, unearned income, family size, the number of income source and the job of household head. The findings of this study can be used by financial counseling and planning practioners and education.

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Application of Management Reliability Index for Water Distribution System Assessment

  • Choi, Taeho;Lee, Sewan;Kim, Dooil;Kim, Mincheol;Koo, Jayong
    • Environmental Engineering Research
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    • 제19권2호
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    • pp.117-122
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    • 2014
  • Indexes of safety, restoration, damage impact, and management reliability were developed to assess reliability of drinking water distribution networks (DWDNs) management. The developed indexes were applied to evaluate the reliability of the pipeline management stage during unexpected mechanical and hydraulic accidents of components. The results were used to support the decision-making process in effective management and maintenance by enhancing the administrator's system understanding and by helping to create appropriate maintenance and management policies. The results of this study indicated that application of a management reliability index to assess DWDNs reliability may help create a more effective plan for establishing DWDNs management and maintenance.

A Lifestyle-Routine Activity Theory (LRAT) Approach to Cybercrime Victimization: An Empirical Assessment of SNS Lifestyle Exposure Activities

  • Jihae Suh;Jiseon Choe;Jinsoo Park
    • Asia pacific journal of information systems
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    • 제30권1호
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    • pp.53-71
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    • 2020
  • The Internet and all of its possibilities and applications have changed individuals' lifestyles in relation to socializing, working, and how they spend their leisure time. Social networking sites (SNSs), such as Facebook or Instagram, are ideal settings for interacting with others but, unfortunately, they are also ideal settings for motivated offenders to commit cybercrimes. Thus SNS users may be more vulnerable to cybercrime. The purpose of this study is to investigate the occurrence of cybercrime victimization, specifically cyber-harassment, cyber-impersonation, and hacking. Self-report surveys collected from a sample of 147 respondents were examined using the moderated multiple regression analysis and a logistic regression analysis to determine possible relationships between SNS lifestyle exposure activities and cybercrime victimization. The results indicate moderate support for the application of lifestyle-routine activity theory (LRAT) to cybercrime victimization. Possible educational and managerial implications, as well as suggestions for future research, are discussed.

만성질환자의 정기적 의료이용에 영향을 미치는 요인 - 고혈압, 당뇨병, 고지혈증을 중심으로 - (Factors Affecting Regular Medical Services Utilization of Chronic Disease Patients - Focusing on the Hypertension, Diabetes Mellitus, Hyperlipidemia -)

  • 서영숙;박종호;임지혜
    • 보건교육건강증진학회지
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    • 제31권3호
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    • pp.27-37
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    • 2014
  • Objectives: This study aims to identify the factors associated with regular medical services utilization of chronic disease patients. Methods: The research selected 4,489 adults aged over 30, diagnosed with hypertension, diabetes, hyperlipidemia, hypercholesterolemia, from the Korea health panel. We analyzed states of regular medical service utilization using descriptive statistics. Multiple regression analysis was used to examine the main factors associated with regular medical services utilization in chronic disease patients. Results: In terms of socio-demographic factors, gender, age, marital status, education level, employment, household income and disability were significantly different between hypertension, diabetes, hyperlipidemia and hypercholesterolemia. Among health status and behavioral factors, number of chronic diseases, subjective health status, smoking, high risk drinking, regular meals, physical activity, obesity were significantly different. From the multiple logistic regression analysis, age, number of chronic diseases, obesity, type of chronic diseases were associated with regular medical services utilization. Conclusions: It is necessary to develop effective health education programs and individualized approach to improve continuous management in chronic diseases patients.