• Title, Summary, Keyword: Binominal logistic regression

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Assessing the Impact of Social Mission on Retention Intention of Female Employees in Social Enterprises (사회적 미션이 사회적기업 여성근로자의 재직의도에 미치는 조절효과 : 융합적 접근 모색)

  • Lee, Eun Jung
    • Journal of the Korea Convergence Society
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    • v.8 no.1
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    • pp.195-201
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    • 2017
  • Social enterprises are social mission-oriented entities, despite working entrepreneurial way. Mission orientation is recognized as a strong management tool that can motivate employees and remain there to accomplish it. This study investigated the role of social mission as well as job insecurity and job satisfaction as factors on retention of women in social enterprises. Binominal Logistic regression analysis is used. The result showed that 82.3% of respondents had intention to work at social enterprise. Also, social mission orientation of female workers had an effect of buffering the negative relationship between job insecurity and retention. These results suggest that social enterprises need to consider implicit working conditions as much as explicit work conditions for female-friendly jobs. Binominal Logistic regression analysis is used.

Determinants Affecting Residents' Community Attachment in Rural Tourism Development (농촌관광 마을주민 지역사회애착심 영향요인 분석)

  • Park, Duk-Byeong
    • The Korean Journal of Community Living Science
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    • v.20 no.2
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    • pp.247-262
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    • 2009
  • A concept of community attachment was applied to investigate the residents' support for tourism development. This study aims to identify the factors influencing conflict management and community attachment on community resident in rural tourism villages. On-site survey with self-administered questionnaires was conducted for 348 residents in the rural tourism communities. Two distinct segments were identified by factor-clustering methods: functional-affective community attachment(80.72%) and anti-community attachment(19.28%). The characteristics of community residents with each type of community attachment were determined using a Bionomial Logistic Regression model. The most important determinants of positive community attachment were the degree of tourism business involvement, sex, and education. Therefore, some government supportive programs are needed to improve community attachment for the people who are under educated and females. In addition, the functional aspects of community attachment should be considered for rural tourism development.

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The Relationship between the Use of Korean and Western Medicine in treating Musculoskeletal Disease (근골격계 질환에 대한 한방의료기관 이용이 양방의료기관 이용에 미치는 영향 - 한국의료패널 자료를 이용하여 -)

  • Choi, Byunghee;Son, Chihyoung;Lim, Byungmook
    • The Journal of Korean Medicine
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    • v.35 no.3
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    • pp.22-31
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    • 2014
  • Objectives: The aim of this study was to identify the complementary and substitute relationships between the use of Korean medicine (KM) and that of Western medicine (WM) in the treatment of musculoskeletal disease. Methods: We analyzed the 2009 Korea Health Panel dataset. General characteristics and the medical utilization of respondents were analyzed descriptively. Logistic regression, negative binominal regression, and Tobit regression analysis were used to identify the relationships between the use of KM and the use, visit frequency, and expenses of WM, respectively. Results: In the treatment of musculoskeletal disease, KM use and non-herbal treatments with Korean medicine significantly reduced WM use. Herb medication use significantly increased WM visit frequency. There were no significant relationships between KM use and WM expenses. Conclusions: There are substitute relationships between WM use and KM use, especially non-herbal treatments in KM. Therefore we need to develop the clinical protocols of KM and WM treatments in the treatment of musculoskeletal disease for proper distribution medical resources.

Predictors of Intention to Quit Smoking in Patients with Acute Coronary Syndrome (급성관상동맥증후군 환자의 금연의도에 영향을 미치는 요인)

  • Yun, Kyung-Soon;Cho, Sook-Hee
    • The Korean Journal of Health Service Management
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    • v.13 no.2
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    • pp.107-119
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    • 2019
  • Objectives: This study is a descriptive research to investigate the predictors of intention to quit smoking in patients with acute coronary syndrome(ACS). Methods: A total of 192 ACS patients hospitalized for an angiogram during symptom management were conveniently recruited from a university hospital cardiovascular care unit. Data were collected from January to December in 2018 and were analyzed using binominal logistic regression. Results: The predictors of intention to quit smoking in patients with ACS were drinking(odds ratio[OR]=0.315, p=.006), experience of smoking cessation education(OR=0.325, p=.007), depression(OR=0.739, p<.001), and smoking-related self-efficacy(OR=1.091 p=.006). Conclusion: The findings suggest that the alleviation of depression and enhancement of smoking-related self-efficacy can prevent recurrence and enhance the treatment of ACS.

Comparison of Electrodermal Activity between Hypertensive and Non-hypertensive Subject in Health Screening Population (건강검진자 대상 고혈압 유무에 따른 피부전기활동성 비교 연구)

  • Kim, Young Eun;Kim, Chul;Yea, Sang Jun;Yang, Chang Sop;Song, Mi Young
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.27 no.6
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    • pp.847-852
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    • 2013
  • The aim of this study was to investigate the difference of electrodermal activity between the hypertensive and non-hypertensive subjects. A total 161 subjects who visited a hospital for health check ups from August 2011 through November 2011 and from September 2012 through November 2012 were included in this study. We divided the subjects into two groups by blood pressure, hypertension group(81 patients) and non-hypertension group(180 subject). Then we compared electrodermal activity between two groups by using the autonomic bioelectric response device model CP-6000A. The data was analyzed by independent t-test and logistic regression. In this study, there was a significant difference in electrodermal activity(the mean absolute value of positive, negative pulse conductivity) between hypertensive and normotensive group in t-test and electrodermal activity showed the significant influence on the prevalence risk of hypertension with age, body mass index and dyslipidema in binominal logistic regression. In conclusion, hypertensive patients had high level of electrodermal activity compared with normotensive subjects and this finding suggests that electrodermal activity which is explained excess tendency in Korean traditional medicine could be used for diagnosis in hypertension patients at Korean traditional medical clinic.

Assessing the Impacts of Job insecurity, Job satisfaction and Relationship with customers on Intention of Retention of Employees in Social Enterprises (사회적기업 근로자의 직무불안, 직무만족, 고객과의 관계가 재직 의도에 미치는 영향)

  • Lee, Eun Jung
    • Journal of Digital Convergence
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    • v.11 no.12
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    • pp.835-843
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    • 2013
  • Despite their social mission, social enterprises work in the changing global economic environment and therefore face to comply with performance objectives. This situation means that human resources management strategy has a crucial role to play. Especially, the challenge in maintaining competitive efficiency depends on achieving a lower level of employee turnover. This study aims to investigate the role of job insecurity, job satisfaction, relationship with customers regarding the intention of retention among social enterprise workers. Data were collected in South Korea from 271 women employees in 36 social enterprises and the binomial logistic regression was used to assess the model hypothesized. As the result, social enterprise employees showed a considerably positive attitude toward the intent to stay their workplace. However, job insecurity appeared to have the strongest negative effect on the intention of retention, whereas job satisfaction and relationship with customers had the positive effects, above and beyond demographic variables and organization variables. The result suggested the human resource management can play a significant role in retaining social enterprise employees by reducing job instability and improving job satisfaction and customers management.

A Study on Factors Influencing Consumer Purchase Intentions and Purposes in Direct-To-Consumer Genetic Test (소비자의뢰 유전자검사 구매 의도 및 목적에 영향을 미치는 요인 연구)

  • Park, Imsu;Jung, Ilyoung
    • Journal of Digital Convergence
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    • v.17 no.7
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    • pp.167-177
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    • 2019
  • Innovation of genomics technology has recently been extended to Direct To Consumer Genetic Test (DTC-GT) which consumers purchase without requesting the service on medical institutes. In 2016, Korea has introduced the DTC-GT but the market size is small comparing to global market. This study analyzes consumers' purchase intentions and purposes and their influential factors based on 2018 consumer survey. According to the results of binominal and multinominal logistic regression, knowledge after purchase, attitude on medical care benefit, health status are statistically significant on purchase intentions. Purchase purposes are different on age group and related on medical care rather than health care. These results imply that DTC-GT is needed to improve consumer satisfaction, re-purchase and effective care service. This paper is expected to contribute on strategic directions for the new DTC-GT product development.

A Study on the Determinants of Suicide Attempts among the Elderly Living Alone: Focused on Seniors in Seoul and Gyeonggi Province (독거노인 자살시도 영향요인에 관한 연구: 서울 및 경기지역 노인을 중심으로)

  • Kwon, Oh-Gyun
    • Journal of Korean Home Management Association
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    • v.32 no.5
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    • pp.207-219
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    • 2014
  • The purpose of this study was to examine the characteristics of suicide attempts and non-attempts of the elderly living alone and the subjects in this study were 690 elderly persons living alone in Seoul and Gyeonggi Province. For data analysis, this study used descriptive analysis, mean comparison correlation analysis, and binominal logistic regression analysis using PASW 20.0. To explain the suicide attempts of elderly persons who live alone, variables such as sex, age education level, monthly household income, religion, subjective economic status, subjective health status, ADL/IADL, depression, hopelessness, social support, and stress were used. The findings of the study were as follows: First, 9.2 percent(64) of the elderly living alone had attempted suicide and 90.8 percent(626) had never attempted suicide. Second, monthly household income, hopelessness, and social support were identified as the factors that affected their suicide attempts. In other words, the elderly living alone who had lower monthly household income, less social support, and greater feelings of hoprlessness had made more suicide attempts. As it is a cross-sectional research using data from non-probability sampling, this has a limitation in generality sampling, this has a limitation in generalizing the study results. To overcome this limitation, longitudinal research using data from probability sampling is necessary.

Factors Influencing Smoking Behavior in Patients with Pulmonary Tuberculosis (폐결핵 환자의 흡연행위에 영향을 미치는 요인)

  • Kim, Min Seo;Cho, Sook-Hee
    • Journal of Korean Clinical Nursing Research
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    • v.24 no.1
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    • pp.103-112
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    • 2018
  • Purpose: This study was to investigate the factors affecting smoking behavior in patients with pulmonary tuberculosis. Methods: The participants were 130 pulmonary tuberculosis patients at a national tuberculosis hospital. Using a descriptive survey design, data were collected from January to March in 2016 and were analyzed using binominal logistic regression. Results: As a result of a correlation analysis of the data, depression had a significant positive correlation with smoking (r=.19, p=.030), stress (r=.54, p<.001), respectively. And depression had a significant negative correlation with smoking-related self-efficacy (r=-.20, p=.023). Smoking-related self-efficacy, smoking (r=-.79, p<.001), and stress (r=-.23, p=.008) had a significant negative correlation with each other, respectively. The factors affecting the smoking behavior were smoking-related self-efficacy (OR=1.46, p<.001), sex (OR=67.36, p=.001), occupation (OR=17.51, p=.014), and depression (OR=1.16, p=.024). Those factors explained 84.7% (Negelkerke's $R^2=.847$) of pulmonary tuberculosis patients' smoking behavior. Conclusion: Developing and applying a prevention eduction for reducing depression and enhancing smoking-related self-efficacy may become a venue toward good prognosis of the patients with pulmonary tuberculosis.

Factors related to Adolescents' Sexual Experience (청소년의 성경험 관련요인)

  • Boo, Yun Jeong;Kang, Moon Jung;Yi, Jee Seon
    • Journal of the Korean Society of School Health
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    • v.30 no.2
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    • pp.154-163
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    • 2017
  • Purpose: This study aimed to understand the current situation of Korean adolescents' sexual experience and its characteristics by school level, gender, and related factors to their sexual experience. This could be the basic evidence for the development of various sex education programs for the youth. Methods: This study used the 11th online survey data on youth health behavior (2015) and all 68,043 students who participated in the study were included for the analysis. The binominal logistic regression model was used to identify the characteristics and relevant factors of sexual intercourse experience. Analysis was performed by complex sample design using SPSS/WIN 18.0. The statistical significance was defined as p<.05 with a two-sided test. Results: The factors related to sexual experience of adolescents included grade, sadness and hopelessness, smoking, Internet addiction, and sex education in school, for middle school boys. For middle school girls, grade, residence area, sadness and hopelessness, smoking, drinking, and sex education in school were related. For high school boys, the factors were grade, living with parents, economic situation, sadness and hopelessness, smoking, drinking, and Internet addiction. For high school girls, grade, sadness and hopelessness, smoking, and drinking were found to be related factors. Conclusion: The results of this study suggest that a practical program considering adolescents' level and characteristics should be developed and applied.