• Title/Summary/Keyword: 다중 로지스틱 회귀분석

Search Result 262, Processing Time 0.026 seconds

Convergence between Dental Caries and Obesity in Adolescents: The 6th Korea National Health and Nutrition Examination Survey (청소년 비만과 치아우식증과의 융합연구: 제6기(2013-2015년) 국민건강영양조사를 바탕으로)

  • Park, Kyung-Hwa
    • Journal of the Korea Convergence Society
    • /
    • v.13 no.4
    • /
    • pp.461-468
    • /
    • 2022
  • This study aims to assess the relationship between obesity and dental caries in adolescents. Data were used from the 6th Korean National Health and Nutrition Examination Survey (2013-2015). Data analysis was performed using the SPSS Ver 22.0 program, and complex sample multivariate logistic regression analysis was performed to analyze relationship dental caries and obesity according to gender in adolescents. The subjects of this study were 1,243 adolescents aged 13 to 18 years. The relationship between obesity and dental caries in adolescents according to gender was not confirmed after adjusting for confounding variables. Therefore, obesity prevention programs and oral care programs for adolescents will be necessary.

Study on the Factors Affecting the Richness Index of Bird Species in Environmental Impact Assessment (환경영향평가에서 조류 종풍부도 변화에 미치는 요인 고찰 연구)

  • Hyunbin Moon;Eunsub Kim;Dongkun Lee
    • Journal of Environmental Impact Assessment
    • /
    • v.33 no.2
    • /
    • pp.64-73
    • /
    • 2024
  • As the seriousness of habitat destruction caused by development projects emerges, the importance of environmental impact assessment (EIA) is increasing to preserve biodiversity. In previous studies, research is being conducted to quantitatively evaluate the biodiversity impact of development factors and surrounding environmental factors on the landscape scale, but research on the factors affecting the reduction of biodiversity based on development projects is insufficient. This study examined whether independent variables (size of development project, type of the development, DEM, ecosystem and nature map, distance from the green land, distance from the protected area), which have been proven to effect biodiversity through the previous researches, have a significant effect on the change of richness index (RI) through multi-class logistic regression analysis, T-test, and analysis of the development type. As a result, only the size of development project and the first richness index in EIA showed p-value less than 0.05. And it was confirmed that the reduction in biodiversity was significantly changed in the following construction types: installation of sports facilities, energy development, and development of industrial location and industrial complex. Since the results of this study confirmed that the impact of the variables may be inconsistent depending on the analysis scale, additional study of necessary indicators at the development project is needed to analyze biodiversity changes in EIA accurately.

A Study on the Social Exclusion Types of Middle-aged Single-person Households (중년1인가구의 사회적 배제 잠재집단 유형과 영향요인)

  • Chang, On Jeong
    • Journal of Family Resource Management and Policy Review
    • /
    • v.26 no.3
    • /
    • pp.1-17
    • /
    • 2022
  • This study focused on the heterogeneity of groups in single-person households, to identify how middle-aged single-person households is categorized by sub-groups and to come up with policy measures to overcome social exclusion by examining predictive factors for the type of social exclusion. Potential class analysis and multinomial logistic regression analysis were conducted on a total of 361 middle-aged single-person households using the 14th Korea Replication Panel data. The social exclusion index of these households was measured consisting of 10 six-dimensional indicators. The results showed that middle-aged single-person households had five different types: "non-exclusion"(29.6%), "health restriction"(14.3%), "interact restriction and middle-risk multiple-exclusion" (12.0%), "income and health exclusion"(14.1%), and "high-risk multiple-exclusion"(30.0%). More than 70% of the respondents experienced social exclusion, and most of the exclusion types were multiple exclusion. When examining the factors affecting each exclusion type, the 'subjective health level' was a common major predictor, and family interact, age and leisure activity satisfaction variables were significant predictors of the 'high-risk multiple exclusion type' and 'the interact restriction and middle-risk multiple-exclusion type'. Based on these results, a multidimensional intervention strategy is an effective measure to solve the social exclusion problem of middle-aged single-person households, and practical measures should be considered by strengthening 'health' and exchanges.

Effects of Job Satisfaction on the Characteristics of Organization and Information Systems - Moderating Effects of Vision Sharing - (조직특성과 정보시스템특성이 직무만족에 미치는 영향 -비전공유의 조절효과 분석-)

  • Park, Kwang-O;Lee, Eun-Roung;Jung, Dae-Hyun
    • Management & Information Systems Review
    • /
    • v.37 no.3
    • /
    • pp.115-130
    • /
    • 2018
  • The purpose of this study is to clarify the relationship between organizational characteristics and information systems characteristics or job satisfaction, attempts to examine the regulatory effects brought about by the adjustment of social capital theory. So far, The results of this study are based on the analysis of individual models from the perspectives of each functional organization such as HR, organization, finance, operation, and MIS. Therefore, this paper attempted a comprehensive analysis of factors affecting job satisfaction and firm performance by presenting an integrated research model of organizational perspectives in addition to the approach of MIS perspective. The characteristics of information system were promptness, CEO support, and compensation. And the organizational characteristics were multiple regression analysis using innovation, trust, and preferential factors. The analysis data is based on sixth data from the HCCP of Korea Productivity Center. According to the analysis results, all the variables had a significant influence on satisfaction, especially CEO support and trust. The analysis of the moderating effect between innovation and job satisfaction was moderated by vision sharing. Only the logistic regression analysis of the satisfaction with the average salary of the members among the demographic variables was statistically significant. Therefore, this study can be concluded that the overall satisfaction level will be improved by recognizing appropriate compensation as sufficient compensation.

Predictors of Latent Class of Longitudinal Medical Expenses of Older People and the Effects on Subjective Health (노인 의료비 변화궤적의 잠재계층 유형: 예측요인과 주관적 건강에 대한 영향)

  • Song, Si Young;Jun, Hey Jung;Choi, Bo Mi
    • 한국노년학
    • /
    • v.39 no.3
    • /
    • pp.467-484
    • /
    • 2019
  • The purpose of this study is to explore latent classes of longitudinal medical expenses of older people and to analyze its predictors and its effects on subjective health. Among participants of the Korean Health Panel, the sample of this study includes 1,119 people who is 65-year-old or older and reported their medical expenses for nine consecutive years. The analyses were conducted in three steps. First, Growth Mixture Model (GMM) was applied to find distinct subgroups showing similar patterns in medical expenses. The results showed four groups which were classified as high medical expenditure maintenance group, medical expenditure increase group, low medical expenditure maintenance group, and medical expenditure reduction group. Second, the multinominal logistic regression found that the presence of spouse, economic participation, the number of chronic diseases, and the type of health insurance were significant predictors of latent classes in medical expenses. In particular, the greater the number of chronic diseases, the higher the likelihood of belonging to the high medical expenditure maintenance group. In addition, medical benefit recipients are more likely to belong to the low medical cost maintenance and medical cost reduction groups. Third, multiple regression analysis revealed that the older people in the groups with low or reducing expenses reported better subjective health than people with higher expenses. This study has its meanings in exploring the heterogeneity in longitudinal medical expenses among older people and its predictors and its associations with health outcome. The results of this research provide background information in establishing public health policy for older people.

The Study on Factor and Performance for SMEs' Global Market Entry Mode (중소기업의 해외시장진입방식 결정요인과 경영성과에 관한 연구)

  • Choi, Yun-Jeong;Jeong, Suk-Jae;Lee, Suk-Jun
    • Journal of Korea Technology Innovation Society
    • /
    • v.16 no.3
    • /
    • pp.605-629
    • /
    • 2013
  • The aim of this study is analyzing the factors and performance related to the entry control mode when a SME advances into the global market. For this, the strategic factor of the SME was divided into the enterprise capabilities consisting of technology commercial capability, internal capability, and global capability of enterprise and information capabilities that are the capabilities on the global market and on the advanced technology. In the empirical study, a total of 27 variables that include the control variables and the financial and non-financial variables as a performance variable was used. The hypothesis was also established for analyzing the effect of the entry strategies on the entry control mode and the effect of the mode on performance. Logistic regression was conducted for verifying the hypothesis, and Multiple regression analysis and T-test were carried out on the additional analysis related to the performance.

  • PDF

A Study on Individual Training Account System Experiences and Labor Market Outcomes of the College Graduate Youth (대졸 청년층의 내일배움카드제 참여경험과 노동시장 성과)

  • Kwon, Hye-Young
    • 한국사회정책
    • /
    • v.23 no.1
    • /
    • pp.151-178
    • /
    • 2016
  • This study aims to look at the current status of college graduate youth' participating in Individual Training Account System of Korea and analyze the effects of their participation experience on the labor market outcomes. To achieve this, this study used the data from 2012 Graduates Occupational Mobility Survey(GOMS) and for analysis, used both multiple regression analysis and binomial logistic regression analysis. As a result, it was found that the number of young people who had ever heard about the Individual Training Account System was 2,707 individuals (27.6%), and among them, the number of young people who had actually participated in the System was 695(25.7%). As a result of analyzing the effect of participation experience with the Individual Training Account System on the outcomes of labor market, it was found that participation experience had a positive and significant impact on whether they were employed and the form of employment (permanent position), whereas it did not have a positive impact on average monthly wage. Based on these results, this study drew implications for further studies and suggested policy tasks for improving the policy effectiveness of the Individual Training Account System.

Male Elderly's Sexual Life and It's Satisfaction in Daegu Area (남성노인 성생활 실태 및 만족도 -대구지역을 중심으로-)

  • Kim, Han-Gon
    • The Journal of the Korea Contents Association
    • /
    • v.18 no.6
    • /
    • pp.314-323
    • /
    • 2018
  • The main purposes of this study are to explore the factors related to the elderly's sexual life continuance and satisfaction in Daegu area. The data were collected from May 1st, 2017 to July 31st in 2018 by face-to-face interviews. 259 cases were used for the final statistical analysis, such as logistic regression analysis and multiple regression analysis. 29% of the respondents continued their sexual life and approximately 55% of them were satisfaction in their sexual life. According to the logistic regression analysis, independent variables such as, age, having wife, and living with wife only have statistically significant relationships with the male elderly's sexual continuance. Frequency of sexual intercourse, number of disease, and the experience of venereal disease have statistically significant relationships with the elderly's sexual life satisfaction.

Multiple Trajectories of Depressive Symptoms Among Older Adults (노년기 우울의 다중변화궤적에 관한 연구)

  • Kang, Eun-Na;Choi, Jae-sung
    • 한국노년학
    • /
    • v.34 no.2
    • /
    • pp.387-407
    • /
    • 2014
  • This study aims to identify the multiple trajectories of depressive symptoms and the characteristics of each trajectory group among the elderly. This study uses five waves of longitudinal data from the Korean Welfare Panel Study (KWPS, 2006-2010). Subjects were older adults aged 60 and over who had completed at least three waves between 2006 and 2010. A total of 4,181 respondents were analyzed. The latent growth mixture model and the multiple logistic regression model were mainly used for data analysis. The major findings were as follows: After controlling for the variables of gender, age, education, marital status, self-assessed health, and poverty, this study identified four different trajectory classes: stable low depressive symptoms (71.8%), high but decreased depressive symptoms (10.6%), moderate but increased depressive symptoms (7.9%), and an increased, then a decreased pattern of depressive symptoms (9.7%). The characteristics of theses trajectories as compared to previous studies were a lower percentage of 'stable low depressive symptoms', no 'persistently high depressive symptoms', and higher level of depressive symptoms. Also, the elderly in the stable low trajectory group had better health status, higher self-esteem and a good relationship with family members, having longer working periods, and more living in non-poverty. In addition, chronic health problems, loss of spouse, and household income differentiated the increased and then decreased pattern from the low stable pattern. Also, age and public pension differentiated the moderated but increased pattern from the low stable pattern. Based on the findings of this study, the researchers suggested political and practical implications for reducing depressive symptoms in later life.

College Students' Delayed Graduation and Employment Achievement : Focusing on the Effects of Employment-Oriented Delay on the Employment Outcomes (대학생의 졸업연기 유형과 취업성과 : 취업목적 휴학의 효과를 중심으로)

  • Pyoun, Jin-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.18 no.6
    • /
    • pp.228-236
    • /
    • 2017
  • This study examined the effects of college students' voluntary delayed graduation for employment preparation on their employment outcomes. For this purpose, the data were obtained from the 2014 Graduates Occupational Mobility Survey(GOMS). First, the study analyzed the effects of college students' voluntary delayed graduation for employment preparation on their employment status. Second, the study investigated the effect of college students' voluntary delayed graduation for employment preparation on the wage of their first job. The results showed that students who experienced leave for employment preparation were more likely than others to be employed. In addition, those students who delayed their graduation for employment were more likely than others to earn higher wages on their first job. From these findings, this research shows that firms should present specific criteria of recruitment for job applicants. In addition, the colleges should enhance the short term program for work experience during higher education. Finally, the government should intervene in dual labor market to reduce the inequality and decrease the college students' anxiety about their first-job.