• Title/Summary/Keyword: 패널모형분석

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The Study on the Effect of Basic Pension on Subjective Well-being of the Elderly (기초연금 수급이 고령자의 주관적 삶의 질에 미치는 영향)

  • Kim, Hyeyoun
    • 한국노년학
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    • v.40 no.1
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    • pp.1-21
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    • 2020
  • The purpose of this study is to examine that basic pension entitlement affects the subjective well-being(SWB) of the elderly. For controlling unobserved heterogeneity, we used fixed effects model for longitudinal data. The data used for this study is KLoSA from 2006 to 2016. The research results are as follows. SWB of non-basic pensioners was higher than for basic pension beneficiaries. Second, when the demographic variables were controlled, SWB of the basic pension recipients was higher then that of non-beneficiaries. Third, the factors affecting SWB were economic satisfaction, marital status, family financial support, employment status, subjective health status, daily life restrictions, gender, and age. Fourth, the effect of basic pension on SWB was positive at the lowest income quartile. The results of this study shows that the basic pension system has a positive effect on the SWB of elderly despite the low benefit level. Therefore, it is necessary to expand the basic pension system to solve poverty problems and improve the quality of life for the aged. Also, various aspects of social support for the low-income vulnerable elderly are needed. Lastly, It was suggested that the benefit level of the basic pension should be raised to have a substantial effect on the low-income class, which is a key policy subject.

Factor Affecting the Health Care Use of the Elderly in Incheon Metropolitan City: By using Korea Health Panel Data(version 1.5) (인천광역시 고령자의 보건의료이용에 영향을 미치는 요인: 한국의료패널자료를 이용하여)

  • Won, Kyung-A;Yang, Min Ah;Park, Ji-Hyuk
    • 한국노년학
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    • v.40 no.4
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    • pp.747-760
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    • 2020
  • The purpose of this study is to prepare basic data necessary for the development of services or systems that can enhance the accessibility of health and medical services or enhance the efficiency of health and medical use of senior citizens by identifying factors for predicting health and medical use behavior of senior citizens in Incheon Metropolitan City through the Korea health panel data(version 1.5). Through the structural equation model established through the SPSS and AMOS, it was confirmed that the predisposing factors, health behaviors and needs factors had significant direct and indirect effects on the use of health care services. Since the imbalance in demand and supply of health and medical services is more severe than in other regions, the results of this study can be used as basic data when checking whether the current health and medical system in Incheon Metropolitan City can operate effectively in an aged society and discussing how to provide health and medical services to the elderly in Incheon.

A Study on the Impact of Liner Shipping Network Characteristics to the World Regional Major Port performance (세계 주요지역 항만의 네트워크 특성이 성과에 미치는 영향에 관한 연구)

  • Kang, Dongjoon
    • Journal of Korea Port Economic Association
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    • v.31 no.4
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    • pp.189-207
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    • 2015
  • The purpose of this study is to examine the relationship between the network characteristics of ports and their performance that is represented by port competitiveness for the port operators. The study employs Social Network Analysis (SNA) to evaluate network characteristics comprising four centrality indices. For this research, data from Containerization International Yearbooks for 2006-2011 is used to analyze the service networks of 20 major liner shipping companies. In SNA, nodes (vertices) in the network are the ports and links (edges) in the network are connections realized by vessel movements, such that the liner shipping network determines the port network. In addition, panel regression analysis has been employed to investigate the relationship between port network characteristics and their performance. The results suggest that the four centrality indices identify the roles of the world's major ports from 2006 to 2011 and that port performance is determined not only by macroeconomic variables and service capabilities but also by the eigenvector centrality of ports in networks.

Mediating Effect of Self-Esteem on the Relationship between Attachment and Depression in Adolescents (청소년의 애착과 우울 관계에서 자아존중감의 매개효과)

  • Kang, Hee Kyung
    • The Journal of the Korea Contents Association
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    • v.17 no.9
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    • pp.353-362
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    • 2017
  • The purpose of this study aimed to investigate the mediating effect of self-esteem between attachment and depression in adolescents. The study specified theoretical assumptions based on internal working model and vulnerability model. The data were analyzed by structural equation modeling. A total of 2,058 adolescent data from 2015 Korean Children and Youth Panel Survey was used in this study. The results showed parent attachment, peer attachment, and teacher attachment did not have direct effects on adolescent depression, but have indirect effects. Self-esteem had direct and mediating effect on depression. The implications were discussed in relation to interpersonal relationships and self-esteem of adolescents for depression prevention.

An Analysis of Distributed Lag Effects of Expenditure by Type of R&D on Scientific Production: Focusing on the National Research Development Program (연구개발단계별 연구개발투자와 논문 성과 간의 시차효과 분석: 국가연구개발사업을 중심으로)

  • Pak, Cheol-Min;Ku, Bon-Chul
    • Journal of Korea Technology Innovation Society
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    • v.19 no.4
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    • pp.687-710
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    • 2016
  • This study aims to empirically estimate distributed lag effects of expenditure by type of R&D on scientific publication in the national R&D program. To analyze the lag structure between them, we used a dataset comprised of panel data from 104 technologies categorized by 6T (IT, BT, NT, ST, ET, CT) from 2007 to 2014, and employed multiple regression analysis based on the polynomial distributed lag model. This is because it is highly likely to emerge multicollinearity, if a distributed lag model without special restrictions is applied to multiple regression analysis. The main results are as follows. In the case of basic research, its lag effects are relatively evenly distributed during four years. On the other hand, the applied research and experimental development have distributed lag effects for three years and two years respectively. Therefore, when it comes to analyzing performance of scientific publication, it is necessary to be performed with characteristics of the time lag by type of R&D.

The Effect of Non-cognitive Skill on Employability: Focusing on the Period of Job Search and Tenure (비인지적 요인이 취업에 미치는 영향: 구직기간과 근속기간 분석을 중심으로)

  • Lim, Chan-young
    • Journal of the Korean Data Analysis Society
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    • v.20 no.6
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    • pp.3069-3085
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    • 2018
  • In this study, we examined the effect of non-cognitive factors on job tenure and tenure using KLIPS. We examine the internal consistency of the big5 personality trait and of the locus of control, and use the parameterized proportional hazards model. As a result, we confirmed that non-cognitive skill such as personality traits and locus of control affect individual labor market performance. Conscientiousness has shown that the job seeking period of adult job seekers is lengthened, thereby lowering the unemployment rate. It can be understood that high attentiveness under uncertainty can misinterpret information, and that lack of decision restricts escape from unemployment. In the tenure analysis, people with internal locus of control tendency were less likely to leave the job due to longer tenure. Those who have internal control can not only be preferred by the organization but also the internal control tendency seems to be the factor that maintains the long-term job because of the motivation and self-control of their actions.

The effects of single-parent households on children's school adjustment -Mediation of children's self-care and media exposure- (한부모가정여부가 아동의 자기보호와 미디어노출을 통해 학교적응에 미치는 영향)

  • Yang, Kyunghae;Kang, Hyunah
    • Journal of the Korean Society of Child Welfare
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    • no.56
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    • pp.221-251
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    • 2016
  • The purpose of this study was to examine whether single-parent family status affects children's school adjustment through children's self-care and media exposure. In addition, the study investigated the mediating effects of self-protection and media exposure of children by analyzing whether single-parent family status has effects on school adjustment through self-care and media exposure of children. For this purpose, we used data of 1,916 students in the 4th grade who participated in the 4th year of the Korean Children and Youth Panel Survey (KCYPS). The results of the structural equation modeling showed that single-parent family environment not only had direct effects on the school adjustment, but also had effects on school adjustment through self-care of children. In addition, it was revealed that self-care of children influenced school adjustment through media exposure. One of the covariates, monthly income of households, did not affect the level of children's self-care. This result draws attention to the problems of the structural deficit of single-parent families. Therefore, political measures that correspond to the structural characteristics and special needs of single-parent families, along with their current financial support, are needed to improve the level of school adjustment of children from single-parent families.

Giving Behavior of Households - Effects of Asset, Income, and the Ratio of Income to Asset - (가구단위 기부행동에 관한 연구 - 자산, 소득, 자산 대비 소득의 효과 -)

  • Kang, Chul Hee;Choi, Jung Eun;Jang, Jae Hyuk
    • Korean Journal of Social Welfare
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    • v.68 no.4
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    • pp.53-74
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    • 2016
  • In this study, to verify influence that economic situations of a household unit have on donation behavior, after economic situations of a household unit were measured with income and assets by type and income to assets, effect which each variable has on secular giving was verified. This study used 3-year panel data of a total of 4,938 households based on the fifth to seventh year data as investigation data from 2012 to 2014 among data of financial panel investigation of Korea Institute of Public Finance of National Survey of Tax and Benefit. As an analysis method, a random effect tobit model was used. At the analysis result, it appeared that as scales of financial assets, earned income, property income, and transfer income become larger, the amount of donation increased. Also, it was represented that rates of income to assets had negative influence on secular giving. In case of demographic variables, education levels of householders and sizes of houses had relation of a positive direction. In case of ages, it appeared that they had inverted U-type relation. This study has meanings in that understanding of donation behavior of a household unit can be increased and expanded more and also implications related to intervention strategies of a household unit to expand sharing culture can be extracted by verifying influence which economic factors of a household unit have on donation behavior based on panel data.

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Analysis of Multi-level Effectiveness on Life Satisfaction in Old Age at KLIPS 2006 (2006년 고령화 패널조사에 나타난 노인의 삶의 만족도에 미치는 다차원적 영향 분석)

  • Hu, Sungho;Kim, Jongdae
    • 한국노년학
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    • v.31 no.2
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    • pp.407-418
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    • 2011
  • This study aim to examine effects of physical, psychological, social factors on elder's life satisfaction from KLIPS(Korea Labor & Institute Panel Study)'s data. Subjects were 4,032(men 1696, women 2336) aged 65 over. Physical factors include subjective physical health condition and ADL(Activities of daily living). Psychological factors include subjective emotional difficulty and depression(ces-d). Social factors include 7 meetings. Major findings in this study are follows. First, physical, psychological factors were a significant effects on elder's life satisfaction. But, in social factors, religious meeting, friendship meeting, leisure meeting, volunteer meeting were significant factors exclude reunion meeting, political meeting, etcetera meeting. Second, mediations of ADL, subjective emotional difficulties, and social participations were significant factors.

The Trajectory of Outpatient Medical Service Use and Its Predictors: Focusing on Age Variations (노년기 외래의료서비스 이용 궤적 및 예측요인 : 연령 차이를 중심으로)

  • Kahng, Sang-Kyoung
    • Korean Journal of Social Welfare
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    • v.62 no.3
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    • pp.83-108
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    • 2010
  • This study aims to estimate the trajectory of outpatient medical service use and examine what factors are associated with the trajectory among older adults 60 and over with specific focuses on age variations. Using the first three waves of the Korean Welfare Panel Study data, the trajectory and predictors were examined through the Latent Growth Curve Modeling and age variations were examined through the Multi-group Comparison Analyses. The research model was developed based on the Anderson Model. The results showed that study participants tend to increase outpatient medical service use with years. Individuals 75 or younger presented a much faster increasing rate of medical service use than those 75 and over. Similar to the findings of the previous studies, most predisposing factors, resource factors, and needs factors were found to be associated with the trajectory of outpatient medical service use. Needs factors were more closely associated with the medical service use trajectory than resource factors. With regard to age variations in predictors, few significant age variations were found. Based on the finding of the study, implications and future research directions were discussed.

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