• Title/Summary/Keyword: 여성가족패널

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The Analysis of Family Values and Depression of Korean Women Using LSTM :Based on the 2007-2018 Of Korean Longitudinal Survey of Women and Families (LSTM을 활용한 한국 여성의 가족가치관과 우울의 군집분석: 여성가족패널 2007-2018년 자료를 중심으로)

  • Oh, Young-Eun;Choo, Joo-Hee;Oh, Seung-Won
    • The Journal of the Korea Contents Association
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    • v.22 no.4
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    • pp.433-444
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    • 2022
  • This study aimed to identify the change trajectories and clusters of Korean women's family values and depression levels, and the factors affecting depression, to use balanced panel data from the 1st to 7th rounds of the Korea Longitudinal Survey of Women and Families(KLSWF). The subjects of this study were 5,048 female panelists who participated in the KLSWF, and LSTM analysis was conducted using Python to divide the clusters of Korean women suffering from depression. In addition, descriptive statistical analysis, ANOVA, multinomial logistic regression analysis, and hierarchical regression analysis were analyzed using SPSS 23.0. Results, It was confirmed that women's depression increased with age, and family values had a significant impact on depression. It was found that the more open the marriage values of women in the married group, the higher the level of depression. The family values trajectory and depression level of the analyzed subjects were not a single pattern, but included four clusters. To prevent depression among Korean women and provide more concrete interventions, a humanities and sociological system that can identify depression groups should be prepared.

Longitudinal Study on the Major Factors Affecting Divorce Choices among Women: Focused on Survival Analysis (여성의 이혼선택 요인에 관한 종단 연구: 생존분석을 중심으로)

  • Park, Su Sun;Park, Tai Young
    • Journal of Family Resource Management and Policy Review
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    • v.26 no.3
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    • pp.65-85
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    • 2022
  • This study aims to contribute to social work practice in understanding marriage and divorce as transitions and in helping women make meaningful decisions on whether to stay or leave the marriage by examining the factors that impact women's divorce decision making over time. This is a longitudinal study that used survival analysis by Korean Longitudinal Survey of Women and Families' panel data. Finally, cox regression analysis was used to evaluate the impact of each factor on divorce decision making, and accordingly, all regression models were appropriate for analysis.

The Relationship between Family-Friendly Policies and the Childbearing Intentions of Female Managers: The Mediating Effect of Family-Friendly Supervisor Support and Work-Family Conflict (기혼 여성 관리자의 가족친화제도 운영 인식과 후속출산계획 간의 관계: 가족친화적 상사지원인식 및 일·가정 양립 갈등의 매개효과)

  • Kang, Hara
    • Journal of Family Resource Management and Policy Review
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    • v.25 no.2
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    • pp.25-39
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    • 2021
  • The purpose of this study was to investigate the influence of family-friendly policies on married female managers' desire for an additional child and the mediating effects of family-friendly supervisor support and work-family conflict. The analysis included 480 married female managers from the 7th survey of the 2018 Korean Women Manager Panel. Family-friendly policies were found to have an indirect effect on the desire for an additional child via family-friendly supervisor support and work-family conflict. These findings emphasize the importance of not only implementing family-friendly policies, but also creating a culture that supports them. Based on the results, approaches to interventions in the workplace to reverse the current trend of low fertility are discussed.

Analysis of the Convergence Factors Affecting Depression of Married Working Women: The 7th Korean Longitudinal Survey of Women and Families(2017) (기혼직장여성의 우울에 미치는 융합적 요인 분석: 제7차 여성가족패널조사를 중심으로)

  • Lee, Shinae;Song, Hye-young
    • Journal of the Korea Convergence Society
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    • v.12 no.11
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    • pp.475-485
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    • 2021
  • This study was conducted to identify the factors affecting depression in married working women using the results of the Korean Longitudinal Survey of Women and Families(2017). The data was analyzed by application of the Rao-Scott 𝜒2-test and t-test to identify the differences in some characteristics between the group with depression and logistic regression with SPSS/WIN 25.0 There were significant differences in feelings for marriage life (p=.003), perceptions of husbands (p<.001), satisfaction with sharing of housework (p=.008), number of children (p=.027). perceived health status (p<.001), smoking (p=.012), monthly average salary (p=.021), and job satisfaction (p=.006). It will be necessary to make efforts within the family that can equally distribute marital-related tasks with their spouses and to improve the individual's perceived health status for the management of depression of married working women. It is also necessary to education on the misconception that smoking helps relieve stress.

The Analysis of Factors That Influence the First Childbirth Intentions Among Married Working Women in South Korea - Focusing on Working Conditions And Workplace Pro-natal Programs - (직장 기혼 여성의 첫 자녀 출산의사와 관련된 근로 및 출산장려제도 요인 분석)

  • Lee, Seung Ju;Moon, Seung Hyun
    • Korean Journal of Family Social Work
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    • no.55
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    • pp.129-156
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    • 2017
  • The study was conducted to identify factors that affect the first childbearing decisions among married working women in South Korea and thereby to gain insight into effective ways to improve relatively low fertility and unfavorable workplace conditions for women of childbearing age. This study used the merged data(1st-5th waves) from Korean Longitudinal Survey of Women and Families (KLoWF), which were measured by the Korean Women's Development Institute. With 1,020 married business women, cross tab and binary logistic regression were conducted to determine which factors were significantly associated with the first childbearing decisions.

Predictors of the Subjective Well-Being of Middle-Aged Single Mothers (중년기 여성 한부모의 주관적 안녕감 예측 변인)

  • Choi, Jahye;Son, Seohee
    • Journal of Family Resource Management and Policy Review
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    • v.26 no.2
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    • pp.85-94
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    • 2022
  • This study aims to investigate predictors of the subjective well-being of middle-aged single mothers who experienced divorce or bereavement. The study involved 244 divorced or widowed women from the 7th Korean Longitudinal Survey of Women and Families aged 40-60 who had children and were employed. Descriptive statistics and multiple regression analyses were conducted. The research results showed that the socio-demographic characteristic (marital status and health), person-related variables (satisfaction with leisure activity and stress), and work-related variables (job satisfaction and work-family enrichment) were significantly related to happiness of middle-aged single mothers. Current economic status and stress were associated with depression in middle-aged single mothers. Increasing middle-aged single mothers' participation in healthy leisure activities, reducing their stress, and improving their satisfaction with work were found to be important to enhancing their subjective well-being. Regarding the foregoing, policy directions were discussed for middle-aged single mothers' leisure activities, stress management, and improved satisfaction with work.

Association between Parent Residence Type and Connubial Bliss in Married Woman (기혼 여성의 부모 거주형태와 결혼행복감의 관련성)

  • Jeong, Yu-Rim;Han, Sam-Seong;Jeong, Seong-Hwa
    • The Journal of the Korea Contents Association
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    • v.19 no.6
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    • pp.148-159
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    • 2019
  • The aim of this study was to investigate whether there is the association between parents residence type and connubial bliss mediated to Korean married women. A total of 3,851 married women were selected from the database of the Fourth Korea Longitudinal Survey of Women and Families(KLoWF) in 2015-2016. In univariate analysis, there was statistically significant differences parents residence type, couple activity, family care and connubial bliss according to socio-demographic characteristics. Moreover, when the parents residence type is short distance, connubial bliss is higher, couple activity is more active and family care is more friendly attitued. By the result of sobel test, parents residence type was indirectly influenced on connubial bliss mediated to couple activity and family care. However, parents residence type was no directly influenced on connubial bliss mediated. The results of these studies will help design policy plans to improve the relationship between spouses and family members in a universal nuclear family society.

The Effect of Burden of Caring Unmarried Adult Children on Depression of Married Women: Mediating Effect of Couple Conflict (미혼 성인자녀 부양부담이 기혼여성의 우울감에 미치는 영향: 부부갈등의 매개효과)

  • Lee, Jae-Bong;Paik, Jina
    • Journal of Industrial Convergence
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    • v.18 no.6
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    • pp.107-117
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    • 2020
  • The purpose of this study is to verify the effect of burden of support for unmarried adult children on the depression of married women and the mediating effect of couple conflict in the process. To this end, 1,076 married women with baby boomer husbands and unmarried adult children were extracted based on the data from the 7th year of the Women and Family Panel (KLoWF) and analyzed by using a structural equation. Looking at the results of the analysis, first, the burden of supporting unmarried adult children had a positive(+) effect on the depression of married women, and also had a positive(+) effect on couple conflict. Second, it was found that couple conflict had a positive(+) effect on the depression of married women. Third, couple conflict was found to play a role as a partial mediator between the burden of supporting unmarried adult children and the feeling of depression. Based on the above findings, the study suggested the various programs to resolve couple conflicts and decrease the depression of married women.

Impact of Family Care Leave and Vacation Systems on Work-Family Balance of Female Managers (가족돌봄휴직·휴가제도가 여성관리자의 일·가정 양립에 미치는 영향)

  • Jeong, Yeojin;Kwon, Soonbum
    • Journal of Family Resource Management and Policy Review
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    • v.27 no.4
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    • pp.35-47
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    • 2023
  • This study examined the effects of the revised and newly established family care leave and vacation systems in 2019 on the work-family balance of female managers. A total of 1,040 female managers with experience in using the systems were selected as the analysis subjects from the 2020 Women Managers Panel data. Propensity score matching and multiple regression analysis were conducted. The propensity score matching results showed that the family care time of the users of the family care leave was significantly lower than that of non-users, and both the work-family conflict and home-work conflict levels were significantly higher for the users than the non-users. For the family care vacation, the family care time of its users was significantly higher in national and local government organizations than that if its non-users. The results of multiple regression analysis indicated that the use of the family care leave had a significant positive impact on home-work conflict. These findings suggest that the current family care leave and vacation system have insufficient positive effects on work-family relationships.

Analysis of Women's selection Pattern on Kindergarten/Child Care Centers and Private Tutoring for Young Children (여성의 유치원.보육시설 및 사교육 선택유형 분석)

  • Lee, Gyeong-Seon;Kim, Ju-Hu
    • The Journal of the Korea Contents Association
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    • v.9 no.10
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    • pp.464-473
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    • 2009
  • The purpose of this study was to analyze women's selection pattern on kindergarten/child care centers and private tutoring for young children. For this purpose, 1,810 women whose young children's age was between 2 and 6 were selected from KLoWF data. After categorizing the education centers as daycare center, kindergarten, and private institute, it was investigated the women's characteristics related to their decision making for selection of the centers. The results of survey data analyses showed that younger children's mothers preferred to send their children to daycare centers, older children's mothers did to kindergarten. In terms of their dual selection on education centers, the frequency of 6-old-year children attending kindergarten and private institutes was very high. As the children's age was increasing, the frequency of women's multiple selection on daycare center, kindergarten and private institute was also increasing. In addition, regardless of the women's job pattern and existence, they preferred to send children to daycare centers. With these findings, limitations and suggestions for the future studies were also discussed.