• Communications for Statistical Applications and Methods
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• v.28 no.5
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• pp.447-462
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• 2021

In insurance, the surrender rate is an important variable that threatens the sustainability of insurers and determines the profitability of the contract. Unlike other actuarial assumptions that determine the cash flow of an insurance contract, however, it is characterized by endogenous variables such as people's economic, social, and subjective decisions. Therefore, a microscopic approach is required to identify and analyze the factors that determine the lapse rate. Specifically, micro-level characteristics including the individual, demographic, microeconomic, and household characteristics of policyholders are necessary for the analysis. In this study, we select panel survey data of Korean Retirement Income Study (KReIS) with many diverse dimensions to determine which variables have a decisive effect on the lapse and apply the lasso regularized regression model to analyze it empirically. As the data contain many missing values, they are imputed using the random forest method. Among the household variables, we find that the non-existence of old dependents, the existence of young dependents, and employed family members increase the surrender rate. Among the individual variables, divorce, non-urban residential areas, apartment type of housing, non-ownership of homes, and bad relationship with siblings increase the lapse rate. Finally, among the financial variables, low income, low expenditure, the existence of children that incur child care expenditure, not expecting to bequest from spouse, not holding public health insurance, and expecting to benefit from a retirement pension increase the lapse rate. Some of these findings are consistent with those in the literature.

• Journal of the Korean Home Economics Association
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• v.48 no.9
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• pp.13-25
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• 2010

This study examined the effects of individual, family, and career characteristics on retirees' life satisfaction and investigated the interactive effect of gender on the relations between retirement and life satisfaction. Data were drawn from 2 waves of Korean Retirement and Income Study (KReIS). The analytic sample included 158 retired men and 145 retired women in the second wave and all of whom had worked at the first wave. The results indicated that psychological and physical health conditions significantly affected retirees' life satisfaction. Also, family characteristics in terms of a spouse's work status and children's developmental stages, such as marriage and employment, influenced retirees' life satisfaction. Financial support from adult children living elsewhere also significantly affected retiree's life satisfaction. The interaction effect of gender was only found in effects of living arrangement (living alone/with a spouse vs. multiple generations living together) on retirees' life satisfaction.

• Korean Journal of Social Welfare Studies
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• v.44 no.2
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• pp.169-199
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• 2013

This study has a purpose to analyze trajectories of life satisfaction of the elderly after their retirement and how the characteristics of individual, retirement and family relationship have an effect on the life satisfaction. This study has investigated the Korean elderly, who had been retired, using the data from three waves(1st wave(2005)~3rd wave(2009) of the Korean Retirement and Income Panel(KReIS). Data analysis has been used to identify the predictors of the intercept and slope related to the life satisfaction after retirement, focusing the trajectories of the life satisfaction after retirement and individual characteristics, retirement characteristics and family relationship with application of the growth curve model by Amos 20.0. First, the intercept of the life satisfaction after retirement was somewhat below average. Life satisfaction averagely increased little by little from 1st wave to 3rd wave. Second, by conducting the conditional growth curve model, the study revealed that the intercept of the life satisfaction after retirement is high on individual characteristics(sex, educational level, income, health status) and in retirement characteristics(voluntary retirement) and satisfaction with family relationship and married life). Furthermore, health status, voluntary retirement, and satisfaction with family relationship asserted the meaningful variables in the slope of life satisfaction after retirement.

• Journal of Family Resource Management and Policy Review
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• v.24 no.2
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• pp.89-108
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• 2020

The purpose of this study was to analyze the factors influencing life satisfaction in widowhood among older females. Using the sixth Korean Retirement and Income Study (KReIS) supplementary survey data, a total sample of 1,471 women aged 65 or older whose spouse had died were selected, divided into 508 young-old (65-74), 745 middle-old (75-84), and 218 oldest-old (85+). Then, factors influencing the life satisfaction of these three groups were analyzed, based on a combination of perceived health and interpersonal satisfaction levels. It was found that among the young-old group, a higher level of subjective health perception indicated by monthly income and material support and interpersonal satisfaction linked to more frequent participation in community gathering combined for an overall higher level of life satisfaction. For the middle-old group, higher life satisfaction was provided by monthly income, informational support, and material support for subjective health perception and no diseases for interpersonal satisfaction. The oldest-old group with higher life satisfaction referred to monthly income for subjective health perception and no experience in donation activities for interpersonal satisfaction. Based on these findings, this study provides implications for policy and practice to improve the life satisfaction of elderly women who have experienced their spouse's death.

• 한국노년학
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• v.31 no.2
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• pp.321-341
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• 2011

The purpose of this study is to examine income composition elements, poverty rate, and the effects of the transfer income on poverty decrease comparing grandparents-grandchildren households with living alone, couple, and living with adulthood children. Data come from the first(2005) and the second(2007) Korean Retirement and Income Study(KReIS) and the effects of poverty decrease is examined through reconstruction of LIS income definition. The main findings are as follows. First, the total income of the grandparents-grandchildren in 2006 is the lowest and about one-fourth of the households living with adulthood children. Second, the labor income of all households are increasing but the only grandparents-grandchildren's labor income is decreasing. Third, three of ten in grandparents- grandchildren households are in poverty, the poorest households's type is the grandparents-grandchildren in 2006. Fourth, four of ten in grandparents-grandchildren is able to escape poverty after including private and public transfer income. Especially, the effects of the public transfer income in grandparents-grandchildren households is lower in 2006 than in 2004, thus the role of public income security is strongly needed. Existing research was that the poorest type among the elderly group was the living-alone households, but this results show that grandparents -grandchildren households are the poorest group. Thus, income security policy is highly needed for poor skipped-generation households.

• Korean Journal of Social Welfare
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• v.69 no.1
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• pp.59-77
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• 2017

The purpose of this study is to understand Korean women in later life by identifying the relationships between providing care for grandchildren and the health of women who aged above 50 years old. Focusing on the longitudinal patterns of providing care of grandchildren and physical and psychological health, this study used data from the second, third, fourth, and fifth waves of Korean Retirement and Income Study(KReIS) and regression to analyze the data. The following results were found. First, women who stopped providing care for grandchildren were more likely to have higher physical health status in later life than those who providing no care between the second wave to the fourth wave of the KReIS(p < .05). In addition, women who have continuously provided care for grandchildren were more likely to have lower physical health status at marginally significant level. However, there is no significant relationship between providing care for grandchildren and women's psychological health status. The findings of this study suggest that there are the different findings for the relationships between providing care for grandchildren and physical health status and psychological health status based on the longitudinal patterns of providing care of grandchildren. Lastly this paper discusses implications for future researcher and social welfare practitioners.

• Korean Journal of Social Welfare
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• v.65 no.1
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• pp.227-245
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• 2013

This study used the third wave of individual data of KReIs(Korean Retirement and Income Study) because the third wave of data only had the necessary variables which fit into this study. The data was collected in 2010 using national random sampling. The target population was adults who are older than 65 and the sample size of this study was 4,080. The factors of successful aging were compared by the recognition of old age (group (1): people who recognize they are not older adults(n=620); group (2): people who recognize they are older adults(n=3,460)). For comparison of each variable by the recognition of old age, t-test, chi-square test and ANCOVA were used depending on the types of variables. To test the effect on the life satisfaction of the factors of successful aging, hierarchical regressions were used for each group. 1) Except for the number of leisure activities, older adults who recognized they were not old(group (1)) had a higher level of factors composing of successful aging than older adults who recognized they were old(group (2)). 2) For group (1), age did not affect their life satisfaction in a statistically significant level, but for group (2) age negatively affected their life satisfaction. 3) The results indicated that cognitive and physical functioning were more important than avoiding disease and disability. 4) For group (2), IADL affected life satisfaction positively in a statistically significant level, but for group (1), IADL did not affect life satisfaction. 5) For group(2), whether they had a job or not affected the life satisfaction differently.

• Korean Journal of Organic Agriculture
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• v.26 no.1
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• pp.43-56
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• 2018

The objectives of this study are to analyze life satisfaction between agricultural and non-agricultural households using 1~4th KReIS (Korean retirement and income study) data, to investigate whether to affect on life satisfaction according to the employment industry of householder. and to examine various determinants of life satisfaction between agricultural and non-agricultural households. The summary of analysis results is as follows. First, life satisfaction is influenced by economic value. Also it is examined that both physical and mental health have a significant effect for life satisfaction. Especially, it is analyzed that the effect of mental health is larger than one of physical health for life satisfaction. In addition, it is investigated that life satisfaction of single-person households is higher than two or more person households. Second, there was significant difference between agricultural and non-agricultural households in life satisfaction. It was proved that life satisfaction of agricultural households is higher than non-agricultural ones. As a result, it is confirmed that life satisfaction is influenced by industrial characteristic and mental health rather than another determinants.

• International journal of advanced smart convergence
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• v.7 no.3
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• pp.140-145
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• 2018

This study is based on the National Pension Research Institute's 2013 Korean Retirement and Income Study(KReIS) 5 Data for Parents and Children Care over 50 years old and analyzed the satisfaction level of life according to the characteristics of 226 people in society. The results showed that women were more satisfied with their lives than men, and when the age was lower, when they had spouses, and when they had independent economic power. As for the grandchildren caring provider, the higher the education levels, the higher the satisfaction with life. And across all areas, the grandchildren care provider showed greater satisfaction with life than the parents care provider. These results show that the burden of the parents' carers is as great as that. Suggestions based on these results are as follows. First, It is necessary to develop a health care program that can be easily accessed by family carers. Second, Direct economic support is needed, with the primary focus being on family carers. Third, services targeting parents care providers are needed. It is also necessary to form a network that can share the difficulties of parental care.

• Proceedings of the Korea Contents Association Conference
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• 2019.05a
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• pp.295-296
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• 2019

본 연구는 노인의 삶의 질 향상에 대한 관심으로부터 출발하여 인구의 고령화에 따라 늘어난 노후에 대한 준비로 삶의 만족도 수준을 높이는 것을 궁극적인 목표로 삼았다. 이를 위해 노후준비의 하위 유형을 신체적 노후준비, 경제적 노후준비, 정서 사회적 노후준비로 구성하여 이를 다중 독립변인으로 설정하였다. 또한 사회적 지지를 매개변인, 삶의 만족도를 종속변인으로 하여 각 변인 간 구조적 관계를 밝히고, 노후준비의 하위 유형과 삶의 만족도 간 사회적 지지가 매개효과를 갖는지 검증하고자 하였다. 본 연구의 대상은 국민노후보장패널(Korean Retirement and Income Study: KReIS) 3차 및 5차 부가조사 자료로부터 추출한 65세 이상의 노인 4,058명이다. 자료 분석을 위해서는 SPSS 25.0과 SPSS PROCESS macro v2.16을 활용하였다. 연구결과 노후준비의 하위 유형 중 정서 사회적 노후준비는 삶의 만족도에 유의미한 직접효과를 발생시켰을 뿐만 아니라, 사회적 지지의 매개를 통해서도 삶의 만족도에 영향을 미치는 결과를 보였다. 이러한 연구결과를 바탕으로 노인의 삶의 만족도를 달성하는 데 중요한 변수인 정서 사회적 노후준비와 사회적 지지 제고를 위한 사회복지 정책 및 실천적 방안을 제언하였다.