• Title/Summary/Keyword: 패널 회귀분석

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The effect of neglect on sense of community among adolescents: Focusing on the moderation effect of peer attachment (방임이 공동체의식에 미치는 영향 -또래애착의 조절효과를 중심으로-)

  • Sohn, Ye Jin;Han, Chang-Keun
    • Journal of the Korean Society of Child Welfare
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    • no.60
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    • pp.1-24
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    • 2017
  • This study aimed to examine whether neglect influences sense of community and whether such a relationship is moderated by peer attachment. For this purpose, this study employed multi variate regression analyses using the sixth-panel data (2015) of fourth-grade elementary-school children from the Korean Children and Youth Panel Survey. Key findings were as follows: First, neglect was found to have negative impacts on sense of community. In addition, we found that peer attachment moderated the relationship between neglect and sense of community. This finding suggests that peer relationship and attachment protects some portion of negative impacts of neglect on sense of community. This study concludes with policy and practice implications to improve the well-being of adolescents.

A Study on the Effect of Energy Voucher Program on the Consumption and Expenditure of User Households (에너지바우처제도가 수급자 가구의 소비·지출에 미친 영향 연구)

  • Lee, Hyunjoo;Kim, Ji-hyun
    • Journal of the Korea Convergence Society
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    • v.12 no.12
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    • pp.331-338
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    • 2021
  • This study used data from the 10rd and 15th year of the Korean Welfare Panel to evaluate the effects of the Energy Voucher Program(EVP) on the consumption and expenditure of EVP users' households. The study consisted of program group using EVP and control group not using. Chi-square and t-test were used for the characteristic differences among the groups, and the difference of consumption expenditure was identified by multiple regression analysis. As a result, EVP had a statistically significant effect on the health care costs of EVP users' households, resulting in an increase in health care costs(𝛽=3.06). However, there was no statistically significant effect on the total cost of living, basic cost, education cost, and recreation/entertainment cost. Therefore, in order to increase the effectiveness of the EVP system, it is required to improve the EVP system by expanding the level of benefits and easing the qualification standards for the eligibility for benefits.

A Study of the Impact of Economic Activity among Middle-Aged and Older Women with Disabilities on Life Satisfaction: Focused on the Mediating Effect of Disability Level (중고령 여성장애인의 경제활동이 생활만족도에 미치는 영향 연구: 장애정도 매개효과 중심으로)

  • Kim, Soung-Wan
    • Journal of Digital Convergence
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    • v.16 no.11
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    • pp.37-44
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    • 2018
  • This study aims to analyze the mediating effect of disability level on the relationship between economic activity participation and life satisfaction level of middle-age and older women with disabilities. The survey respondents were 4,961 women with disabilities aged from 45 to 65 who participated in one of the first series of the PSED(2nd to 8th). Results of the analysis showed the economic activities of middle-aged and older women with disabilities and level of disability were correlated with a statistical significance in the analysis phase 1 and 2, and economic activity participation affected life satisfaction level through the level of disability as a parameter, indicating that a mediating effect does exist. This study suggests that to enhance the life satisfaction level of middle-aged and older women with disabilities through participation in economic activities, an employment scheme based on their level of disability is necessary.

The determinants of Emergency Care Utilization and Equity of Access to Care in Elderly Koreans (노인들의 응급의료이용 결정요인과 형평성)

  • Lee, Sukmin;Park, Ju Moon
    • Journal of Urban Science
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    • v.8 no.1
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    • pp.51-58
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    • 2019
  • This study examines the determinants of emergency care utilization and equity of access to care in elderly Koreans. Based on the data from the 2014 Korea Health Panel Survey, descriptive and logistic regression analysis was performed. The sample for this study was 1,313 individuals who participated in interviews. Predisposing factors such as age, sex, and education were significant determinants of emergency care utilization. Differences in need do not fully account for the original differences observed between subgroups of older Koreans. Health status was important determinant of older Koreans using emergency care services. Spending medical expense did not ameliorate the subgroup differences in the use of emergency care services. Nonetheless, spending medical expense remains a particularly important predictor of emergency care utilization. Health care reforms in Korea should continue to concentrate on insuring effective universal emergency care, implying that all older Koreans with need receive effective coverage. Future study is also needed to understand the access barriers that may exist for the selected demographic subgroups, i.e., those over 75, women, less educated persons, and those with higher medical expense.

Study on Long-Term Care Insurance on Consumption & Expenses among Beneficiary Households (노인장기요양보험제도가 제도 이용자 가구의 소비·지출에 관한 연구)

  • Lee, Hyunjoo;Kim, Ji-hyun
    • Journal of the Korea Convergence Society
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    • v.10 no.9
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    • pp.343-349
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    • 2019
  • This study used data from the 3rd and 11th year of the Korean Welfare Panel to evaluate the effects of the Long-Term Care Insurance(LTCI) system on the consumption and expenditure of LTCI users' households. The study consisted of program group using LTCI and control group not using. Chi-square and t-test were used for the characteristic differences among the groups, and the difference of consumption expenditure was identified by multiple regression analysis. As a result, LTCI had a statistically significant effect on the health care costs of LTCI users' households, resulting in an increase in health care costs(${\beta}=3.06$). However, there was no statistically significant effect on the total cost of living, basic cost, education cost, and recreation/entertainment cost. Therefore, in order to show the effect of LTC system, we should try to reduce of self-pay and improve the contents and quality of the service of the LTC system.

The Effect of Transition to Living with Chronic Diseases on Depressive Symptoms (만성질환 진단이 노인의 우울수준에 미치는 영향: 주요 5대 만성질환의 초기 진단기를 중심으로)

  • Park, Min Kyoung;Cho, Kyuyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.2
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    • pp.354-361
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    • 2021
  • This study explored whether the transition to living with a chronic disease changes the level of depression symptoms among middle-aged and older adults in South Korea. We hypothesize that the transition to living with chronic disease leads to a higher level of depressive symptoms. A nationally representative sample (N = 6,284) of adults 45 years and older from the Korean Longitudinal Study of Ageing (KLoSA) was analyzed. Multi-regression modeling was used to examine the association between the diagnosis of chronic disease and the level of depressive symptoms in patients. The findings highlight the need for policy makers, clinicians, as well as patients and their caregivers to become more aware of mental health risks in patients diagnosed with chronic diseases, particularly first-time patients. This study contributes to encouraging greater psychosocial support, including monitoring the level of depressive symptoms of patients who develop chronic conditions and providing appropriate treatments for those at the highest risk.

Determinants of Housing Cost Burden among Public Housing Residents in Seoul: A Comparative Study between Purchased Rental Housing and Permanent Rental Housing (서울시 공공임대주택 거주자의 주거비 부담수준과 결정요인 - 영구임대주택과 다가구 매입임대주택 비교연구 -)

  • Kang, Seung Yeoup;Jun, Hee-Jung
    • Journal of the Korean Regional Science Association
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    • v.36 no.4
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    • pp.25-42
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    • 2020
  • This study aims to examine the difference in the level of housing cost burden and the factors affecting housing cost burden between permanent rental housing and purchased rental housing residents in Seoul. We used the 2017 SH Public Housing Resident Survey and employed t-test and multiple regression analyses. The empirical analysis shows that the level of housing cost burden is greater for permanent rental housing residents than purchased rental housing residents. Also, income level, age, and whether receiving housing benefits are the factors affecting housing cost burden among permanent rental housing residents while income level and housing size are the factors affecting housing cost burden among purchased rental housing residents. The findings suggest that there should be a more systematic review regarding housing affordability among those living in different types of public housing toward housing welfare. In addition, there should be differential approach to enhance housing affordability between permanent and purchased rental housing residents.

The Effect of Subjective Class Consciousness on the Quality of Life of Female Elderly: Verification of the Multi-Mediation Effect of Expectation and Depression of Living Standards (여성 고령자의 주관적 계층의식이 삶의 질에 미치는 영향 : 생활 수준 기대감과 우울의 다중 매개효과 검증)

  • Lee, Bo-Young;Lee, Yong-Chang
    • The Journal of the Korea Contents Association
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    • v.22 no.4
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    • pp.365-378
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    • 2022
  • This study attempted to understand the effect of subjective class consciousness on the quality of life of female elderly people and to verify the multi-mediated effect of expectation of living standards and depression. To this end, an analysis was conducted using the SPSS Process Macro for 8,070 female elderly people aged 55 or older in the data of the "2018 Aging Research Panel Survey 7" of the Korea Employment Information Service. As a result of the analysis, first, it was found that the higher the subjective class consciousness of the elderly women, the higher the quality of life. Second, the higher the subjective class consciousness of the elderly women, the higher the expectation of living standards and the lower the depression. Third, in the relationship between the subjective class consciousness and quality of life of female elderly, when expectations and depression of living standards were simultaneously put into the regression equation, both variables were found to have significant mediating effects. Based on these research results, practical and policy implications for improving the quality of life of the elderly women were discussed together.

Differences in Major Satisfaction by Gender and University Type and Analysis of University Education Service Factors Affecting Major Satisfaction (전공만족도의 성별·대학유형별 차이와 대학교육 서비스 영향요인 분석)

  • Han, Mihee
    • Journal of Practical Engineering Education
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    • v.14 no.1
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    • pp.85-90
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    • 2022
  • This study aims to analyze the differences in major satisfaction among college students by gender and university type(public, private), and what are the college education service factors that affect major satisfaction. Using data from the Korean Children & Youth Panel Survey, a total of 1,220 students' data were analyzed using SPSS 23, and descriptive statistics, t-test, and multiple regression analysis were performed. As a result of the study, first, there was no significant difference in major satisfaction by gender or university type. Second, it was found that the service factors of university education had a significant influence on major satisfaction in the order of curriculum, educational content, student support system, and faculty and educational facilities had no significant effect on major satisfaction. Through this, in order to increase major satisfaction of college students, which is the competitiveness of the university, it is necessary to reorganize the curriculum and educational contents to improvement the quality of education and develop competence based on the needs of society and students.

The Effects of Technology Innovation and Employment on Start-ups' Credit Ratings: Asymmetric Information Hypothesis vs Competence Hypothesis (기술혁신 활동과 고용 수준이 소규모 창업기업에 대한 신용평가에 미치는 영향: 비대칭적 정보 가설 vs. 역량 가설)

  • Choi, Young-Cheol;Yang, Taeho;Kim, Sunghwan
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.2
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    • pp.193-208
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    • 2020
  • In this study, we investigate the effects of technology innovation investments and employment on credit ratings of very small start-up businesses using the data period of 2009 till 2015 test two hypotheses: asymmetric information hypothesis or competence hypothesis. We use financial and non-financial data of 51,903 observations of 12,028 small businesses from a database of a commercial bank and fixed effects panel models and two-stage instrumental variable models. We find that in the short-run small size startups show lower credit ratings than non-startups, and that both technology innovation activities and employment capability improve their credit ratings. In the long-run, technology innovation investments do not improve their credit ratings of later years while employment capability improve their credit ratings of the subsequent year. In addition, the age of startups improves their credit ratings of the current year and until the subsequent two years while employee productivity, fixed ratio and ROA positively affect their credit ratings for up to three years. However, short-term and overall debt ratios, cost of borrowings and firm-size negatively affect their credit ratings for up to three years. The results of the study on credit ratings suggest that credit rating agencies seem to consider both technology innovation activities and employment capability in the credit ratings of small start-ups as 'competence factors' rather than 'asymmetric information factors' with inefficiency and cost burdens. The results also suggest that we must find ways to reflect properly the severe asymmetric information of the early-stage start-ups, and technology innovation activities and employment capability in the credit rating formula.