• Title/Summary/Keyword: 패널회귀분석

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Convergence Effective Factors for Work Performance among Returning to Workers with Industrial Accident (산업재해 직업복귀자의 업무수행능력 융합적 영향 요인)

  • Kim, Chae-Bong;Yang, Jeong-Hee;Choi, Bo-Ram;Han, Seong-Min
    • Journal of the Korea Convergence Society
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    • v.7 no.3
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    • pp.149-157
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    • 2016
  • For workers, industrial accidents exert a bad effect on the productivity, quality of life, and depress the morale. This study aimed to examine the overall influence on job performance of employees who returned to work after industrial accidents. This was a cross-sectional study using the data of 2013 and 2014 Panel Study of Worker's Compensation Insurance (PSWCI), and we performed logistic-regression analysis to analyze an affinity between general characteristics and job performance as independent variable and outcome variable, respectively. As a result, the major factor depressed the job performance were the 1 - 7 degree of disabilities and injuries with convalescence period for 6 to 9month or more than 12 months. In other words, this study shown that job performance was decreased as higher degree of disability and longer convalescence period. Job performance is the factor to identify indirectly worker's successful return to work, and it is important in follow-up of workers who returned to work after industrial accidents. Stable job performance of an industrial disaster victim is the key factor to maintain worker's comfortable and qualitative life as well as increase of productive capacity.

Relationship among Parenting Style, Mother-Child Interaction, Young Children's Interactive Peer Play and Problem Behaviors by Mother's Employment Status (어머니의 취업여부에 따른 양육태도, 모-자녀상호작용, 유아의 또래놀이 상호작용 및 문제행동 간의 관계)

  • Choi, Hea-Ran;Yoo, Ji-A;Kim, Seon-Mi
    • The Journal of the Korea Contents Association
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    • v.17 no.3
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    • pp.15-30
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    • 2017
  • This study tried to look into influences to parenting style, mother-child interaction, child interactive peer play, and problem behaviors according to employment status by objecting 1,614 mothers having young child and also using Korea Child Panel 6th Year data (2013) having been provided from Korea Institute of Child Care and Education. Regarding collected data, hierarchical regression analysis was carried out by using SPSS 18.0 program. The results of this study were as follows. First, as much as warmth parenting style of mothers and child peer play interaction were high regardless of mothers' employment status, child internalizing and externalizing problem behaviors appeared to be decreased. Second, there were differences between employed mothers and unemployed ones because mother-child interaction did not affect significant influences to child internalizing, externalizing problem behaviors in case of employed mothers, but child internalizing, externalizing problem behaviors were turned up to be increased as much as mother-child interaction was larger by affecting significant influences in case of unemployed mothers. Based on above finding, this study has a meaning in that it provides a basic data which could be actually utilized to parent education program in order to prevent various problem behaviors of children or child & family counseling field.

Study on the Relationship among the Size, Marketing Competency, Operational Characteristics and Financial Performance of Food Service Franchising (외식 프랜차이징의 규모, 마케팅 역량, 운영특성과 재무성과 간의 관계연구)

  • Kang, Seok-Woo;Na, Young-Sun
    • Culinary science and hospitality research
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    • v.20 no.6
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    • pp.175-189
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    • 2014
  • This study was intended to provide fundamental data concerning franchising companies' characteristics and performance in foodservice business by employing financial data from the firms' IDS(Information Disclosure Statements). Multiple regression analysis method was used to identify any correlations among franchising size, marketing competency, operational characteristics, and performance according to technique based upon 169 IDS data as of 2013. In terms of franchisor size and performance, the number of company-operated stores had statistically significant corelation with sales, net income, the total number of stores, and the number of franchisees. With respect to marketing competency and performance, advertising expenses showed statistically significant correlation with sales, the total number of stores, promotion expenses with sales, net income, and the total number of stores. On the other hand, there was no statistically significant correlation with current year's net income. At last, present study found significant correlations among business years, sales, current year's net income, and the total number of stores by regarding operational characteristics and performance, but there was no significant correlation between brands and performance. This study is cross-sectional study which is a limitation to be overcome in further studies. In addition, it is required to review the possibility for franchise management style to contribute to expanding the Korean traditional foods.

Social Competence, Language and Literacy Ability of Kindergartners: The Affects of Parent-Child Interaction, Peer Interaction and Teacher-Child Interaction (부모-유아 상호작용, 또래상호작용, 교사-유아 상호작용이 유아의 사회적 유능감과 언어 및 문해 능력에 미치는 영향)

  • Back, Ji Sook;Kwon, Eun Joo
    • Korean Journal of Child Education & Care
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    • v.17 no.2
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    • pp.99-114
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    • 2017
  • This study investigated the affects of Parent-child interaction, peer interaction and teacher-child interaction on kindergartners' social competence, language and literacy Ability. Participants were 1203 children attending panel study on Korean children. It used the 'Social Competence Inventory', 'SECCYD', 'HEQ', 'PIPPS' and the 'Teacher-Child Relation Scale' in collection of data. Collected data were analyzed through the SPSS 18.0 program and pearson's correlation and step-wise multi regression analysis. Findings are as follows. First, there were positive correlations between children's social competence and parent-child interaction, peer interaction and teacher-child interaction. Second, there were positive correlations between children's language and literacy ability and peer interaction and teacher-child interaction. Third, Parent-child interaction, peer interaction were predictable variable affecting the young children's social competence. Fourth, peer interaction and teacher-child interaction were found to be predictable variables affecting the young children's language and literacy ability.

Depressive Symptoms of Caregiving Grandmothers in South Korea (손자녀를 돌보는 한국 조모들의 돌봄 특성에 따른 우울 증상)

  • Lee, Ja-kyung;Jang, Soong-nang
    • 한국노년학
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    • v.36 no.3
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    • pp.693-709
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    • 2016
  • This study was to investigate depressive symptoms of caregiving grandmothers in South Korea and related factors focusing on caregiving characteristics. The data were drawn from the fourth wave of Korean Longitudinal Study on Ageing (KLoSA). The study participants were 3,291 grandmothers who had at least one grandchild, and we limited our analysis to 127 grandmothers who had provided care for their grandchild(ren) during the past one year. As for the depressive symptoms, Center for Epidemiological Survey-Depression 10(CES-D 10) short version were applied. Caregiving characteristics including caregiving duration by weeks per year, caregiving hours per week and the number of grandchildren who received grandmother care were examined. A multiple logistic regression was performed to detect association between caregiving characteristics and depressive symptoms while adjusting for general socioeconomic characteristics and health status of caregiving grandmothers. The longer duration of caregiving lowered the depressive symptoms and in contrast, those who spent more hours for providing care to their grandchildren were more exposed to the depressive symptoms. Physical pain significantly increased their depressive symptoms and low income level were more likely to induce depressive symptoms. More detailed studies on grandchild caregiving patterns among grandmothers were needed. Also, tailored support policy and services should be considered to alleviate their burden and depression in the future.

Estimation of risks for social exclusion in persons with psychosocial disabilities : a comparison between persons with psychosocial disabilities and those with other types of disabilities (정신장애인의 사회적 배제에 대한 위험 추정 : 타 장애집단과의 비교)

  • Park, Ji Hye;Lee, Sun Hae
    • Korean Journal of Social Welfare Studies
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    • v.47 no.4
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    • pp.361-388
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    • 2016
  • The purpose of the study was to conduct an empirical study on the scope and level of social exclusion experienced by persons with psychosocial disabilities. The Wave 6 data of the Panel Survey of Employment for the Disabled were used to investigate the current status of social exclusion in life areas including income, education, work, housing, health, social network, social participation, and discrimination (N=4,161). A series of logistic regressions were executed, with the psychosocial disability(PD) group being the reference; the reverse odds rations of different disability groups were compared against the PD reference group (OR=1). The results showed that compared with all others, the PD group was about 2 to 11 times more likely to have risks in income, work, and housing; and that compared to other groups except for the autism/developmental disability group, they were about 6 to 10 times more likely to have risks in social network, social participation and discrimination. In conclusion, the authors urged the need for legal mandates to have community based mental health services and welfare services for the disabled more available to the PD groups and the necessity to eliminate various discriminatory legislations that are violating human and social rights of the persons with PDs.

Factors Affecting Subjective Well-being and Depression of the Elderly with Chronic Disease (만성질환을 가진 노인의 주관적 행복감과 우울에 영향을 미치는 요인)

  • Chung, Su Kyoung
    • Journal of Industrial Convergence
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    • v.20 no.9
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    • pp.91-98
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    • 2022
  • This study was conducted to investigate the effect on subjective well-being and depression of the elderly with chronic diseases. Using data from the 15th Korea Welfare Panel in 2020, 3,910 people who responded that they had chronic diseases over the age of 65 were analyzed with stepwise regressions. As a result, the factors affecting the subjective well-being of the elderly with chronic diseases were in the order of satisfaction with leisure life, subjective health status, satisfaction with children relationship, satisfaction with family income, satisfaction with spouse. The explanatory power of this model was 32.0% (F=351.44 p<.001). And also, factors affecting depression were in order of subjective health status, satisfaction with spouse, satisfaction with social relationship, satisfaction with children relationship, satisfaction with leisure life, and satisfaction with family income. The explanatory power of this model was 21.4% (F=178.59, p<.001). Therefore, policy systems to support leisure life of the elderly with chronic disease and measures to induce participation in programs using community resources are needed. And health management programs and institutional support to improve subjective health status are also needed. In addition, it is expected that economic support at the national policy level and various program execution strategies and support personnel will be secured at the community level.

Factors Affecting Subjective Life Expectancy of The Elderly: A Comparison Three Age Groups (노인의 주관적 기대여명에 영향을 미치는 요인: 연령집단별 개입요인 비교)

  • Kim, Yeon Gyeong;Kim, Clara Tammy
    • 한국노년학
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    • v.39 no.4
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    • pp.699-721
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    • 2019
  • The purpose of this study was to examine and compare factors affecting the subjective life expectancy among the elderly, and to suggest health practice and social welfare service implications for later life. A total of 4,483 seniors from the 6th wave(2016) of the Korean Longitudinal Study on Aging (KLoSA) were used for analysis. The subjects were divided into three age groups: the young-old (n=2,106, 65~74 years), middle-old (n=1,803, 75~84 years), and oldest-old (n=574, 85 years and older). Control variables were sociodemographic factors and health status factors. Independent variables were health promotion behavior, cognition of public care, participating social activity, economic activity, and receiving basic pension. The data were analyzed using hierarchical multiple regression. The main results were as follows. Health promotion behavior was associated with the young-old. Social activities and economic activity were associated with the young-old and middle-old. Receiving basic pension had a significant impact on all age groups. In the middle-old, significant results were focused on socio-demographic and health status factors compared to other groups. The results of this study will provide basic data for the elderly policy and welfare service and will help to find and improve the important factors for the life of the elderly.

An Analysis on the Reemployment of the Unemployed : Centered on the Applications of Human Capital and Human Capability Perspective (실업자의 재취업에 관한 분석: 인적자본관점(Human Capital Perspective)과 인간능력관점(Human Capability Perspective)의 적용)

  • Kang, Chul-Hee;Lee, Hong-Jik;Hong, Hyun-Mi-Ra
    • Korean Journal of Social Welfare
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    • v.57 no.3
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    • pp.223-249
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    • 2005
  • This study examines the hazard rate of reemployment by conducting the Cox regression analysis. In addition, two gender groups are subjected to comparative analysis to identify the effect of the factors related to the human capital and human capability perspective on reemployment. For this purpose, 1,871 cases are selected from the 5th year data from Korea Labor and Income Panel Study. The results of study are as follows. First, the factors of human capital, such as education, appropriateness of skill level, and job tenure hold negative impact on the probability of reemployment, while factors of human capability, such as basic learning ability, health insurance, social insurance, residential area(living in the Seoul metropolitan area) hold positive on the probability of reemployment. It is interesting note that there are different sets of factors that affect the probability of reemployment in the two gender groups. This trend is even more apparent in the case of factors that pertain to human capability. The results of this study imply that the factors of human capability, which stress the socio-institutional characteristics, should be considered as comparably significant compared to the factors that pertain to human capital when it comes to the estimation of reemployment. Also, results of this comparative study teach us that various perspectives, such as dual labor market theory and gender-segmented labor market theory, should be factored in for reemployment discussion as well. In conclusion, this research delivers several significant messages since it introduces the concept of human capability perspective, subjected to few empirical analyses in the past, and also heralds the way for comparative analysis on the impact of the factors pertaining to human capability on reemployment.

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The Effect of Social Capital on Health-related Quality of Life - Using the Data of the 2019 Community Health Survey - (노인의 사회적 자본이 건강 관련 삶의 질에 미치는 영향 - 2019년 지역사회건강조사를 중심으로 -)

  • Kim, Ji-Hee;Park, Jong
    • Journal of agricultural medicine and community health
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    • v.46 no.4
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    • pp.280-294
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    • 2021
  • Objectives: The purpose of this study is to investigate the effects of social capital characteristics, socio-demographic characteristics, physical condition, and health behavior characteristics on health-related quality of life of the elderly in Korea. Methods: T-test, one-way ANOVA, and regression analysis were performed by applying a complex sample design to 57.787 people aged 65 and over using the 2019 Community Health Survey. Results: First, as a result of complex-sample T-test and ANOVA analysis, it was found that there were differences in health-related quality of life according to social capital characteristics, physical condition & health behavior characteristics, and socio-demographic characteristics. Complex Sample Regression Analysis Results, the explanatory power of the model was 28%. When living in the metropolitan area, living in an apartment building, having a spouse, having a higher household income, economic activity, higher educational attainment, increase sleeping time, walking time, frequent binge drinking, health checkup, networking, trust, and social participation showed higher health-related quality of life. When people were older, their gender was female, higher BMI, number of chronic diseases, and severe stress that showed lower health-related quality of life. Conclusions: It was proved that the factors affecting the health-related quality of life of the elderly are not only physical condition and health behavior factors, but also social capital and socio-demographic characteristics. It was found that the role as a member was important.