• Title/Summary/Keyword: 패널 로지스틱 분석

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Study on Resources That Influence Drop - Out Teenage Children's Choices on School Reentry: Central Focus on Family Resources (학업중단 청소년 자녀의 학교복귀 선택에 영향을 미치는 자원에 관한 연구: 가족자원 등을 중심으로)

  • Yun, Nana;Park, Jeongyun;Park, Yeonsuk
    • Journal of Family Resource Management and Policy Review
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    • v.26 no.1
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    • pp.27-42
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    • 2022
  • This study was conducted to examine the resources that influence the choice of drop-out students' reentry to school. A total of five years of panel analysis of 2,553 drop-out teenagers from 2013 to 2017 were utilized. In order to verify the resources that affect the choice of school reentry of teenagers with experiences of suspension of studies to formal middle and high school after July 2012, this study analyzed drop-out teenagers' family resources as well as their psychological, mental, and social-relationship resources. A crossover analysis, t-test, and hierarchical logistic regression analysis were conducted. The major outcomes of this study are as follows: First, the socio-demographic variables among the resources that affected the choice of reentry for school of teenager children were the type of family and number of moves to a new house. Second, the psychological and sentimental variable that affected the choice of school reentry was a decreasing level of positive recognition of the situation of suspension of studies combined with depression, impulsiveness, and perceiving society as one that discriminates based on the level of education. Third, significant family resource variables were the type of family form and parents providing economic support, which is a subfactor of parental attachment. Fourth, the presence of a mentor as a helpful social-relationship resource had a significant effect on relational resources. This study is significant in the sense that the positive family resources that affect the choice of school reentry of drop-out teenage students were determined, and the positive directivity of supportive family resources is presented for parents with teenage children experiencing a suspension of studies.

Factors Influencing Daily Time Use Types of Older Adults and Their Effect on Life Satisfaction: A Study using Latent Profile Analysis (LPA) (잠재프로파일(LPA) 분석을 활용한 노인의 생활시간 유형의 영향요인과 유형에 따른 생활만족도)

  • Nam, Seok In;Chae, Joosuk;Won, Hae Sol;Lee, Ju Young
    • 한국노년학
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    • v.40 no.4
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    • pp.781-800
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    • 2020
  • This study aims to categorize the daily time use of older adults into different types, examine the factors influencing them and the differences between them by type, and verify the effect of each type on life satisfaction. From the 6th wave of the Korea Retirement and Income Study (KeRIS), analysis was conducted on 3,963 older adults aged 65 (n=3,963). Using Latent Profile Analysis (LPA), three types of daily time use for older adults were identified: basic life maintenance type (16%), free-leisure oriented type (26%), and social activity type (58%). From the results of multinomial logistic regression analysis to identify the factors influencing each type of daily time use, it was found that the main factors influencing free-leisure oriented type, when compared with basic life maintenance type, were the presence of spouse (p<.01) and psychological health status (p<.001). The main factors influencing social activity type, when compared with basic life maintenance type, were age (p<.05), economic activity (p<.001), and chronic disease (p<.001). The life satisfaction seen during free-leisure oriented time and social activity time was higher than that during basic life maintenance time. From these findings, practical and policy proposals were suggested to improve life satisfaction of older adults during basic life maintenance time by pursuing changes in the use of that time.

The Effects of Recognition of Retirement Responsibility on Financial Retirement Preparedness: Focusing on Moderating Effects of Income-level (노후준비에 대한 책임인식이 경제적 노후준비에 미치는 영향: 소득수준의 조절효과를 중심으로)

  • Kim, Jeungkun;Park, Eunju
    • 한국노년학
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    • v.40 no.4
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    • pp.639-657
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    • 2020
  • The purpose of this study is to analyze the effect of individual differences in recognition of retirement responsibility on financial preparedness for retirement and to examine moderating effect of income-level on the relationships between the two variables, using the 7th Korean Retirement and Income Study(KReIS). Two research methods, descriptive analysis and hierarchical multiple logistic regression(HMLR) analysis, have been conducted. The total number of sample was 3,869 subjects with an average age of 58.9 years and 55.3% males. The results show that only 35.8% of the respondents make financial plans for retirement, and 64.2% did not. Main findings are as follows. First, 65% of respondents take a responsibility for financial preparedness for retirement, compared to 37% in European countries. Second, people with responsibility for their own retirement are more likely to have a financial preparation for retirement than people who think others(family, society, government) have to take a responsibility for retirement instead of them. Third, there is a significant moderating effect of income-level on relationships between recognition of retirement responsibility and financial preparedness for retirement. As income level decreases, the moderating effect reduces the positive effect of recognition of retirement responsibility on financial preparedness for retirement and vice versa. Fourth, as income level increases and educational level is higher, the tendency to prepare financially for retirement is also increasing. Low-income and low-educated people are less likely to have a financial preparation for retirement than their counterparts. The findings suggest that it is necessary to design an effective incentive scheme for financial preparedness for retirement for low-income and low-educated people and to develop various policies and services to encourage them to prepare financially for retirement.

A Exploratory Study on Multiple Trajectories of Life Satisfaction During Retirement Transition: Applied Latent Class Growth Analysis (은퇴 전후 생활만족도의 다중 변화궤적에 관한 탐색적 연구: 잠재집단성장모형을 중심으로)

  • Kang, Eun-Na
    • Korean Journal of Social Welfare Studies
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    • v.44 no.3
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    • pp.85-112
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    • 2013
  • This study aims to understand the developmental trajectories of life satisfaction among retirees and to examine what factors differentiate different trajectory classes. This study used three waves of longitudinal data from Korean Retirement and Income Study and data collected every two years(2005, 2007, and 2009). Subjects were respondents aged 50-69 who identified to be retired between wave 1 and wave 2. Finally, this study used 243 respondents for final data analysis. Life satisfaction was measured by seven items. The latent class growth model and multiple logistic regression model were used for data analysis. This study identified three distinct trajectory classes: high stable class(47.7%), high at the early stage but decreased class(42.8%), and low at the early stage and then decreased class(9.5%). This study founded that approximately 50% of the retirees experienced the decline of life satisfaction after retirement and about 10% of the sample was the most vulnerable group. This study analyzed what factors make different among the distinct trajectory groups. As a results, retirees who experienced the improvement in health change were more likely to be in 'high stable class' compared to 'hight at the early stage but decreased class'. In addition, retirees who were less educated, maintained the same health status rather than the improvement, worked as a temporary or a day laborer, and had less household income were more likely to belong to 'low at the early stage and then decreased class' relative to 'high stable class'. This study suggests that there are distinct three trajectories on life satisfaction among the retirees and finds out factors differentiating between trajectory groups. Based on these findings, the study discusses the implications for social work practice and further study.

An Empirical Exploration on Selective & Combined Giving -Comparison of General Participation and Intensive Participation- (기부와 자원봉사에의 참여 행동에 관한 연구 -누가 선택적으로 참여하고 누가 결합적으로 참여하는가?-)

  • Kang, Chul-Hee;Yu, Jae-Yoon;Park, So-Hyun
    • Korean Journal of Social Welfare
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    • v.64 no.2
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    • pp.273-298
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    • 2012
  • This study is targeted to understand the giving of time and money among citizens in Seoul. It explores predictors of different combinations of giving behaviors: only volunteering, only donating, doing both, and neither. In exploring predictors, it also considers the effects of intensity in giving with differential measurement of general participation and regular participation. For the analysis, this study utilizes Seoul Welfare Panel Survey Data in 2008 and 2010 and employes a multi-nominal logistic regression model with selection of citizens' demographic factors, pro-social attitude factors, and psycho-social factors on these four type of giving behaviors. The findings show that previous giving experiences(+) and religious activities(+) have statistically significant effects on both selective and combined giving behavior. Gender(woman), income(+), education(+) have statistically significant effects on giving behaviors(only donating and doing both) related with donation. In the case of employment state, unemployment is significantly related to volunteering while employment is significantly related to donating. Finally, happiness(+) has significantly positive effect on intensive giving such as regular giving rather than general giving. This analysis has made a start in a new area of inquiry attempting to explain different giving behaviors with broadening and promoting understanding on giving behaviors. Moreover, it raises several implications for future research and strategic practice for resource mobilization of NPOs.

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Relations of Smart Phone Usage Level to Developmental Characteristics and Time Diaries, and Variables Predicting the Usage Level Groups of Four Year Old Children (만4세 유아의 스마트폰 이용 정도와 발달특성, 생활시간 간의 관계 및 이용 정도 예측변인)

  • Chun, Hui Young
    • Korean Journal of Childcare and Education
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    • v.11 no.6
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    • pp.153-175
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    • 2015
  • The purpose of this study was to find out the current status of smart phone usage, differences of developmental characteristics and time diaries between high- and low- usage groups. The study also tried predicting variables among children's personal and family environment factors in order to classify four year old children in the fifth year Panel Study on Korean Children into the two groups. Data was collected from 435 smart phone users and 157 of them who had started to use a phone before age 3.Frequency analysis, t-test and logistic regression were performed. The results showed that most 4 year old children started to use a phone in their fourth year and used it frequently. The low level groups of girls and all participants showed lower levels of behavior problems, and the low level group of all participants had a longer sleep times than the high level group had. Children's activity and social temperament were identified as predicting variables for classifying children into the two groups. The results suggested the necessity of measures preventing children from excessive smart phone usage in their early years and to consider children's temperament first.

Determinants of the Self-employed's In-Work Poverty (자영업자의 취업빈곤에 영향을 미치는 요인)

  • Ji, Eun Jeong
    • Korean Journal of Social Welfare
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    • v.65 no.1
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    • pp.147-174
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    • 2013
  • Until recently, self-employment workers are often excluded from labor market studies. Most relevant studies has focused on the determinants of entry into self-employment. However, the self-employment is highly exposed to poverty risk although they are working. Despite that, relatively little is known about the economic severity of the self-employed. This study uses data from the Korea Welfare Panel Study to examine the situation of the self-employed's in-work poverty and the determinants of in-work poverty among them. Major findings are as follows. First, self-employed people experience 3.5 times higher in-work poverty risk than employees. Especially, the ratio of own-account self-employed people living below the poverty line is similar with that of even precarious employees. Second, the extent of poverty of self-employment is more serious. Third, the proportion of self-employed among working poor is about 53% although self-employed workers are composed of only about 24% among working people. Fourth, temporary employees and self-employed people are more likely to be poor than full time employees according to logistic regression. It is statistically significant. It implies that it is desirable to regard the self-employed as the policy target group along with temporary employees. Fifth, the ratio of in-work poverty of self-employed aged 40-64 whose education level is low and the self-employed aged 40-64 who work in low-skilled service sector are higher than that of the other group. It implies that measures to alleviate their economic difficulties are urgently needed.

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Factors of the Life Satisfaction of Adults with Brain Lesions Disabilities: A Comparison of One-Person and Multi-Person Households (성인 뇌병변장애인 생활만족도 영향 요인: 1인 가구와 다인가구 비교)

  • Park, Ju-Young
    • The Journal of the Korea Contents Association
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    • v.21 no.9
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    • pp.696-703
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    • 2021
  • The purpose of this study was to analyze determinant factors of the life satisfaction of adults with brain lesions disabilities so as to provide suggestion for improving the quality of life. I used the data on second wave 4th Panel Survey of Employment for the Disabled. The total number of respondents was 281, 54 respondents of one-person households and 227 respondents of multi-person households. The data was analyzed using SPSS Win 25.0 program and utilizing χ2 test, ANOVA, logistic regression analysis. Results of study were : First, The one-person households group showed middle aged and the elderly, lower income, basis living security recipient, lower help for daily life, lower participation in social activities than multi-person group. Second, level of disability, health status, participation in social activities, experience of discrimination were found to have a significant effect on the life satisfaction of multi-person households. And gender, age, health status, employment, experience of discrimination were found to have a significant effect on the life satisfaction of one-person households. Base on the results of this study, suggested for improving the quality of life in adults with brain lesions disabilities by households type.

Characters and Factors Affecting the Life Satisfaction of the Older Adults with Disabilities: A Comparison of one-person and multi-person households (고령장애인 실태와 생활만족도 영향 요인: 1인가구와 다인가구 비교)

  • Park, Ju-Young
    • The Journal of the Korea Contents Association
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    • v.18 no.12
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    • pp.272-280
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    • 2018
  • The purpose of this study was to analyze characters and determinant factors of the life satisfaction of the older adults with disabilities so as to provide suggestion for improving the quality of life. I used the data on 8th Panel Survey of Employment for the Disabled(PSED). The total number of respondents was 452, 126 respondents of one-person households and 326 respondents of multi-person households. The data was analyzed using SPSS Win 24.0 program and utilizing $x^2$test, ANOVA, logistic regression analysis. First, The characteristics of older adults with disabilities was man, married, mild disorder, physical external disorder, non-basis living security recipient, unemployment and the level of life satisfaction was 3.27. Second, The one-person households group showed female, non-married, severe disorder, lower acceptance of disability, lower health status, higher help daily living activity, higher discrimination experience, unemployment, lower income, basis living security recipient, lower position than multi-person group. Third, acceptance of disability, health status, social activity, religion were found to have a significant effect on the life satisfaction of one-person households. And acceptance of disability, health status, position were found to have a significant effect on the life satisfaction of multi-person households. Base on the results of this study, suggested for improving the quality of life of the older adults with disabilities.

Living Arrangement and Health Behavior Profiles Among Midlife and Older Adults (중노년기 거주형태에 따른 건강행동프로파일 유형화)

  • Kim, Bon;Oh, Seung-Eun;Min, Joohong
    • 한국노년학
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    • v.40 no.4
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    • pp.691-706
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    • 2020
  • This study aims to explore health behavior profiles and the association between the derived profiles and living arrangement among middle-aged and older adults. Using data from wave 6 (2016) of the Korean Longitudinal Study of Aging, latent profile analyses were applied to identify patterns of health behaviors and multinomial logistic regression models were conducted to predict profile membership using living arrangement (i.e., living alone, living with spouse only, living with family members) and sociodemographic characteristics. A sample of 7,048 respondents aged 55 and older were included in the study. Results revealed that Korean middle-aged and older adults can be grouped into four health behavior profiles: "High health-compromising" (4%), "Moderate health-compromising" (28%), "Low health-compromising" (65%), and "High physical activity" (3%). Also, living arrangement showed significant profile differences. Compared to the respondents living alone, those living with spouse only were more likely to belong to low and moderate levels of health-compromising behavior profiles than the "High physicial activity profile". Respondents living with family members were more likely to belong to the "High health-compromising profile" than the "High physical activity profile" compared to those living with spouse only. These findings indicate that living arrangement needs to be taken into consideration when developing health promoting programs and supports. Moreover, policy interventions suiting the needs of various sociodemographic subgroups are recommended.