• Title/Summary/Keyword: 계층적 회귀분석

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Study on the Correlates of Digital Disparity among Older Seoul Residents (서울시 고령자의 정보격차 관련 요인에 관한 연구)

  • Nam-Gung, Hyun Kyoung;Kim, Il Ho;Chun, Heeran
    • Journal of Digital Convergence
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    • v.15 no.4
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    • pp.73-81
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    • 2017
  • The use of Information, Communication and Technology (ICT) is closely related to the improvement of health and quality of life in later life. The elderly in general, however, face difficulty in adapting to ICT. The purpose of this study is to examine the social disparities and determinants in the use of information of the elderly residing in seoul. The data is based on the "2015-2016 Seoul Survey on Elderly Health and Functional Assessment", which include a total of 1,605 people aged 60 to 89. The results of multivariate logistic regression analysis showed that the older, women, the lower educated, and those with restricted activity or poorer health were found to be the significant determinants of the digital poverty among older people. The results call for special attention to disparity within the older group to solve digital divide issues.

CEO Stock Incentive, Board of Directors, and the Performance of Chinese Corporations after the Stock Incentive Management Law in 2006 (주식인센티브 관리법 이후 중국 상장기업 CEO주식인센티브, 이사회, 기업성과의 관계)

  • Zhang, Rui-Zhi;Yoo, Jae-Wook
    • Management & Information Systems Review
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    • v.35 no.3
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    • pp.155-171
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    • 2016
  • Separation of management with ownership induces the agency problems between CEO and shareholders of Chinese firms. To solve this problem Chinese government has enforced the "stock incentive management law for stock listed companies" since 2006. However, it has not been clear that this law is beneficial to reduce the agency cost and thus to increase the performance of Chinese firms. This study aims to answer this question. It is specifically designed to explore the effects of CEO's stock incentive on the performance of Chinese firms. It also examines the moderating effects of the characteristics of the board of directors on this relationship. Using a multi-year sample (2008-2014), we found that CEO's stock incentive is positively related to firm's performance. We also found that the equity stakes of board members strengthens the positive relations between CEO's equity incentives and firms' performance. On the other hand, contrary to expectations, the independency of the board of directors does not significantly moderate the relationship between CEO's equity incentives and firms' performance. Based on the findings, this study provides valuable implication for theory and practice.

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The Effect of Post-Traumatic Stress on Depression of Korean and Vietnam War Veterans: Mediating Effect Analysis of Ego-Resilience (한국전, 베트남 참전 국가유공자들의 외상 후 스트레스가 우울에 미치는 영향에 대한 융복합적 연구 : 자아-적응유연성의 매개효과 분석)

  • Kim, Yunyoung;Hyun, Hye Sun;Choi, Nayoung;Kim, Tae Yeol
    • Journal of Digital Convergence
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    • v.17 no.11
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    • pp.547-556
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    • 2019
  • The purpose of this study was to investigate the relationship between post-traumatic stress and depression in veterans and to examine mediating effects of ego-resilience in relation. Data were collected from 383 subjects of National Merit of the Korean War or Vietnam War with the cooperation of the Daegu Veterinary Association from March to June 2018, and the collected data were analyzed using the SPSS 24.0 Statistics Program to analyze the mediating effects of ego-resilience in post-traumatic stress and depression with hierarchical multiple regression. Post-traumatic stress was found to be high in the case of long absence(F=7.97, p<.001), unemployment(t=2.09, p=.040), poor economic condition(F=64.49, p<.001), and ego-resilience as a parameter in the relationship between post-traumatic stress and depression. Based on the results of this study, it is required to develop various programs focusing on improving ego-resilience and systematic management at the national level in order to intervene in depression of veteran.

A study on time series linkage in the Household Income and Expenditure Survey (가계동향조사 지출부문 시계열 연계 방안에 관한 연구)

  • Kim, Sihyeon;Seong, Byeongchan;Choi, Young-Geun;Yeo, In-kwon
    • The Korean Journal of Applied Statistics
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    • v.35 no.4
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    • pp.553-568
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    • 2022
  • The Household Income and Expenditure Survey is a representative survey of Statistics Korea, which aims to measure and analyze national income and consumption levels and their changes by understanding the current state of household balances. Recently, the disconnection problem in these time series caused by the large-scale reorganization of the survey methods in 2017 and 2019 has become an issue. In this study, we model the characteristics of the time series in the Household Income and Expenditure Survey up to 2016, and use the modeling to compute forecasts for linking the expenditures in 2017 and 2018. In order to evenly reflect the characteristics across all expenditure item series and to reduce the impact of a specific forecast model, we synthesize a total of 8 models such as regression models, time series models, and machine learning techniques. In particular, the noteworthy aspect of this study is that it improves the forecast by using the optimal combination technique that can exactly reflect the hierarchical structure of the Household Income and Expenditure Survey without loss of information as in the top-down or bottom-up methods. As a result of applying the proposed method to forecast expenditure series from 2017 to 2019, it contributed to the recovery of time series linkage and improved the forecast. In addition, it was confirmed that the hierarchical time series forecasts by the optimal combination method make linkage results closer to the actual survey series.

Determinants of Purchasing Indemnity Private Health Insurance among Adolescents and Children (소아 및 청소년의 실손형 민간의료보험 가입 결정요인)

  • You, Chang Hoon;Kang, Sungwook;Choi, Ji Heon;Kwon, Young Dae
    • The Journal of the Korea Contents Association
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    • v.18 no.10
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    • pp.99-110
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    • 2018
  • As interest in adolescent and children's health risks increases, there is an increase in subscriptions to indemnity private health insurance. The purpose of this study was to investigate determinants of purchasing indemnity private health insurance. We conducted panel logit regression analysis on the sample of 4,567 adolescent and children using Korean Health Panel data from 2009 to 2015. As a result, it was analyzed that the participation of private health insurance for children and adolescents was affected not only by the characteristics of children and adolescents (age, birth order, residence, disability) but also by the characteristics of father (indemnity, disability, chronic disease) and mother (age difference between her and her children, indemnity, unmet needs) and the economic level of households (income). In views of this study, it is necessary to continuously implement policies to strengthen the healthcare of children and adolescents in order to alleviate the anxiety about the health risks of children and the burden of medical expenses caused by late marriages and maternal births. In particular, it is necessary to consider policies for multi-child families and vulnerable classes.

A Study on the Digital Informatization Level and Human Relationship Satisfaction Level of Disabled Persons (장애인의 디지털정보화 수준과 대인관계 만족도와의 관계에 대한 연구)

  • Lee, Hyangsoo;Lee, Seong-Hoon;Jung, Yonghun
    • Journal of Digital Convergence
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    • v.18 no.3
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    • pp.43-48
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    • 2020
  • This study analyzed the level of digital informatization and the level of human relationship satisfaction in the disabled group. The digital informatization level of the disabled refers to the level of smart access, smart capability, and smart utilization. For the sampling of persons with disabilities, the survey was conducted for persons aged 7 to 69 who were registered under the Welfare for Persons with Disabilities Act. Regression analysis utilized SAS 9.3.s through vitalization of local communities, and information education for the disabled is also important. The analysis results are as follows. First, the higher the digital access level of the disabled, the higher the level of interpersonal satisfaction. Second, the higher the digital information capability level of the disabled, the higher the level of interpersonal satisfaction. Third, the higher the level of digital information utilization of the disabled, the higher the level of interpersonal satisfaction. As a result, the higher the digital information level of the disabled, the higher the satisfaction level in the interpersonal relationship of the disabled. In addition, it was found that careful attention and policy review are needed to resolve the digital information gap of the government for the disabled who are marginalized groups. Therefore, it is necessary to provide the expansion of universal services of the marginalized groups including the disabled. In addition, it is important to form a culture in which the community embraces the marginalized class through vitalization of local communities, and information education for the disabled is also important.

Association between Risk of Obstructive Sleep Apnea and Subjective Health and Health-Related Quality of Life of the Korean Middle-Aged and Elderly Population (한국 중고령층의 폐쇄성 수면무호흡증 위험과 주관적 건강 및 건강 관련 삶의 질 간의 연관성)

  • Nu-Ri Jun;Min-Soo Kim;Jeong-Min Yang;Jae-Hyun Kim
    • Health Policy and Management
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    • v.34 no.2
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    • pp.141-155
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    • 2024
  • Background: This study aimed to identified the relationship between the risk of obstructive sleep apnea, subjective health, and health-related quality of life among the middle-aged and elderly population in Korea. Methods: Adults aged 40 or older were extracted from the total 22,559 respondents to the 2019-2020 Korea National Health and Nutrition Examination Survey VIII, and secondary analysis was conducted on a total of 6,659 middle-aged and elderly people with no missing values. Logistic regression analysis and multiple regression analysis were conducted to examine the relationship between obstructive sleep apnea risk factors and subjective health as well as quality of life. Results: The subjective health status decline in the high-risk group compared to the non-risk group for obstructive sleep apnea was statistically significantly higher, with an odds ratio of 1.84 (p<0.001). The health-related quality of life was also statistically significantly lower by 0.02 points (β, -0.02; p<0.001). As a result of subgroup analysis on specific variables, the association between the risk of obstructive sleep apnea and subjective health and health-related quality of life was statistically significant depending on gender, sleep time, presence of depression, household income, and number of household members. Based on the obstructive sleep apnea risk group, women had a higher correlation with low subjective health and lower health-related quality of life scores than men. Sleeping time of more than 8 hours or less than 6 hours was more associated with low subjective health and lower health-related quality of life score than sleeping time of 6-8 hours. Patients with depression were more likely to have low subjective health than those without depression. The lower the household income level and the smaller the number of household members, the higher the association with low subjective health and the lower the health-related quality of life score. Conclusion: It is essential to recognize that the risk of obstructive sleep apnea not only directly affects sleep disorders but also impacts individuals' subjective health and quality of life. Consequently, social support and education should be provided to raise awareness of this issue. Particularly, programs for preventing and managing obstructive sleep apnea should target vulnerable groups such as women, individuals in single-person households, low household income, and those with depression, aiming to improve their subjective health and quality of life.

Classifying Predominant Type and Examining Risk Factors for Recurrence of Child Maltreatment (아동학대사례의 잠재유형화와 유형별 재학대 위험요인)

  • Lee, Sang-Gyun;Lee, Bong Joo;Kim, Sewon;Kim, Hyun-Soo;Yoo, Joan P.;Jang, Hwa Jung;Chin, Meejung;Park, Ji-Myung
    • Korean Journal of Social Welfare Studies
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    • v.48 no.3
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    • pp.171-208
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    • 2017
  • The purpose of this study is to classify the underlying and parsimonious types of child maltreatment and examine whether the effects of risk factors on child maltreatment recurrence differ by type of maltreatment. We utilized the multiyear national administrative data from the National Child Maltreatment Information System collected by Child Protection Agency in Korea. Of 26,921 child maltreatment victims reported and substantiated on or after January 1, 2012, 1,447 children who had recurrence of child maltreatment until December 31, 2015 were selected as maltreatment recurrence group and 4,580 children who had not experienced maltreatment since first substantiation were assigned as maltreatment non-recurrence group. Latent class analysis(LCA) and latent transition analysis(LTA) were used to group children with similar maltreatment subtypes into discrete classes of child maltreatment recurrence. Logistic regression is employed to examine the association between the child maltreatment predominant types and risk factors for recurrence. Results of LCA and LTA showed four latent classes representing predominant type of child maltreatment: 'physical abuse predominant type', 'emotional abuse predominant type', 'sexual abuse predominant type', and 'neglect type'. Significant differences in the effect of risk factors among latent classes were found in child's age and gender, perpetrator's gender, family poverty, biological parent as the perpetrator, domestic violence toward partner, perpetrator's alcoholic problem, insufficient parenting skills, and out-of-home care service, Based on these findings, results suggested how the typology can be used to guide decision about who to target in prevention and intervention programs, and which features of risk factors to target. Practice and policy implications as well as further research tasks were discussed in the lights of searching for useful and important strategies to prevent recurrence of child maltreatment.

Wage Determination Process and Income Disparity in Korean Metropolitan Cities (우리나라 광역대도시 지역노동시장의 임금결정과정과 소득격차)

  • 이원호
    • Journal of the Economic Geographical Society of Korea
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    • v.5 no.2
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    • pp.187-207
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    • 2002
  • This study investigates the wage determination process of regional labor markets in order to understand the regional dimension of labor market processes in Korean metropolitan cities. Since the financial crisis in late 1997, the interplay between labor market restructuring such as unemployment and skill polarization and income disparity has been shaped by the labor market process in the metropolitan cities. This is also closely related to the fact that both industrial restructuring and expanding information technologies in the metropolitan region have reshaped the labor demand structure and finally resulted in structural unemployment due to skill mismatch and spatial mismatch and wage inequality across different occupations. In addition, since wage determination process clearly has a regional dimension, wage determination and its influence on income profile in a certain regional labor market need to be understood by investigating its labor market characteristics including labor supply and demand structure, industrial changes, changing unemployment, etc. This is why labor market policy as a regional policy needs to be redefined and it can be much enhanced by geographical investigation on regional labor market.

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Study on Factors Affecting Life Satisfaction of the Disabled Seniors (장애노인의 삶의 만족도 영향요인 연구)

  • Kim, Seong Hee
    • 재활복지
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    • v.20 no.3
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    • pp.17-43
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    • 2016
  • This study is on understanding the reality of disabled seniors and investigation of factors that affect overall life satisfaction, making a proposal to improve their life quality. Situation data for the disabled, gathered by Korea Institute for Health and Social Affairs (KIHASA) in 2014, was used to perform the study, and the target group is 3,181 people with disability, above the age of 65. Descriptive statistics was presented for data analysis and logistic regression analysis was performed to investigate factors that affect life satisfaction. It was concluded from the analysis that gender, age, presence of spouse (demographic factors), house income, possession of house, presence of pensioner, registration to public pension plan, social discrimination (social-economical factors), level of disability, subjective health status, level of help needed for daily living, presence of care-giver, sufficiency of help, ability to go out by oneself, difficulty of using public transportations, and presence of medical checkups (disability and health factors.) make meaningful effects to life satisfaction of disabled seniors. Based on the derived results, this study suggests intensive interests and care-giving service for disabled seniors that live alone, institutional complementations to guarantee income security, including public or private pensions, improvements to social recognition and environments for discrimination of the disabled, organization of health and medical treatment service and health care system, comprehensive service provision to social welfare for both the disabled and seniors, and comprehensive service provision to both health care and social welfare.