• Korean Journal of Childcare and Education
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• v.20 no.2
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• pp.127-143
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• 2024

Objective: The purpose of this study is to develop a machine learning model to predict the subsequent childbirth intention of married women with one child, aiming to address the low birth rate problem in Korea, This will be achieved by utilizing data from the 2021 Family and Childbirth Survey conducted by the Korea Institute for Health and Social Affairs. Methods: A prediction model was developed using the Random Forest algorithm to predict the subsequent childbirth intention of married women with one child. This algorithm was chosen for its advantages in prediction and generalization, and its performance was evaluated. Results: The significance of variables influencing the Random Forest prediction model was confirmed. With the exception of the presence or absence of leave before and after childbirth, most variables contributed to predicting the intention to have subsequent childbirth. Notably, variables such as the mother's age, number of children planned at the time of marriage, average monthly household income, spouse's share of childcare burden, mother's weekday housework hours, and presence or absence of spouse's maternity leave emerged as relatively important predictors of subsequent childbirth intention.

• Clinical and Experimental Reproductive Medicine
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• v.3 no.1
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• pp.27-32
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• 1976

In recent years, explosive increase in population has been damaging mankind in terms of deprivation of natural resources and more of economical demands. Therefore, we have thought about problems as to counter-balance the increasing population, and reached a resolution of artificial methods of controlling birth. In the past, though now used in some of contraceptive methods, extravaginal ejaculation, condom were commonly used. But recently, pills, IUD and several kinds of operative procedures are quite popular. Though the recent methods are known to be effective compared with the traditional methods, a certain unwanted side effects as well as limited value of usages now must be discussed. On this aspect, we are trying to research for a ideal methods such as symptom free, more of natural way of family planning and try to zero the failure rate. And also it has been suggested that only if those scientific methods of controlling birth can be base on religious concepts of moral being, it will be enlightened. At the Happy Family Planning Clinic of St. Mary's Hospital, we apply Billing's ovulation method to out-patients who want contraception and usually advise them to use it on a self-care basis. For a retrospective study of the presurvey data analysis and use-effectiveness of the ovulation method from April 1, 1975 to Nov., 30, 1975, we have dealt with a total of 1,383 women (urban areas 465, rural areas 918). The results of preliminary survey were as follows; 1) Among 465 women in Seoul areas, the failure rate was 10.3, which signified unplanned pregnancies of 32 women. 27 of the 32 women were pregnant due to the users own failure and the remaing 5 due to the failure of the method. Therefore, the failure of the method accounted for 1.6. 2) Among 918 women in rural areas, the failure rate was 15.2 signifing unplanned pregnancies in 93 women. The cause of the failure in 81 of the 93 women was attributable to the user's own mistake and that in the remaing 12 to the default of the method. Therefore, the failure attributable to the method accounted for 2.0.

• Korea journal of population studies
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• v.33 no.2
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• pp.137-163
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• 2010

This study examines how individual, familial, and social factors are associated with persistent very low fertility in Busan Metropolitan City and contemplates family-friendly environments and social strategies for fertility increase. Fertility decline in Busan Metropolitan City recorded the lowest birth rate nationwide recent years among metropolitan cities and provinces in Korea. Birthrates are low partly because of multiple factors such as high age at childbearing and at marriage, decline in marriage, high divorce rate, the phenomena of marriage avoidance among unmarried women, traditional gender role attitude of men, low domestic work participation of husbands among dual career couples, low marital satisfaction and family life satisfaction, abortion, and more broader attiributes such as family policy, availability of childcare, education expenses, and family-friendlyness of a society. In addition, women of dual career couples in Busan strained from domestic work overload under traditional norms of gender role, and marital satisfaction recorded below average nationwide along with espeacially low marital satisfaction of wives compared to that of husbands. Major aspects of implications and considerations for higher birth rate and family friendly policy in Busan are discussed.

• Journal of Families and Better Life
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• v.23 no.2 s.74
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• pp.127-136
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• 2005

This study had a three fold-research purpose. The first research purpose was to understand parenting issues the families with one child are facing. The second purpose was to examine any differences in variables of interest in this study between the two subgroups of this study sorted by maternal employment status. Finally, this study examined which variables of interest in this study predict maternal self-efficacy. The variables of interest in this study included: 1) family demographic variables, 2) maternal self-efficacy, 3) parenting stress, 4) maternal satisfactions with contextual factors, and 5) maternal perceptions of effectiveness of birth-rate promotion policies. The sample consisted of 276 mothers selected from the one child families and the mothers sampled were asked to fill out the self-administered surveys which had been developed for the purpose of this study. The main results of this study were as follows. Overall, the mothers of this study did not have high levels of maternal self-efficacy, when SES of this sample was taken into consideration. Non-working mothers had higher levels of maternal self-efficacy than working mothers. No significant differences were found in parenting stress levels between the two subgroups. There were significant group differences in maternal perceptions of the effectiveness of birth- rate promotion policies. Furthermore, a wide range of variables was found to be a significant predictor of maternal self-efficacy. Implications were discussed.

• Korean Journal of Social Welfare
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• v.62 no.2
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• pp.209-233
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• 2010

The purpose of this study is to understand the 'search' experiences of adoptive families. To understand their experiences in searching for birth families, the researchers made contacts with adoptive families who had tried the search before, got informed consents from them, and took in-depth interview with each family. The qualitative case study approach was taken to analyze the data collected. Data collected from five adoptive families were employed for within-case analysis and cross-case analysis. The themes emerged from cross-case analysis were 'the awareness of being adopted', 'curiosity explosion', 'the anxious waiting', 'the moment the truth was found', 'Indeed, I'm a real mom', and 'Then, there was a silence'. Based on the results of the study, the policy and practical guidelines to support the search of adoptive families were suggested. Also, the suggestions for the following studies were made to obtain more abundant information beyond the limitations of the study.

• Asian Pacific Journal of Cancer Prevention
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• v.16 no.4
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• pp.1479-1485
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• 2015

Background: Even after completion of conventional treatment, breast cancer survivors continue to exhibit a variety of psychological and physical symptoms, affecting their quality of life. The study aimed to investigate the relationship between socio-demography, medical characteristics and health-related quality of life (HR-QOL) of a sample of breast cancer survivors in Malaysia. Materials and Methods: This pilot cross-sectional survey was conducted among breast cancer survivors (n=40) who were members of Breast Cancer Support Group Centre Johor Bahru. A validated self-administered questionnaire was used to identify the relationships between socio-demography, medical characteristics and HR-QOL of the participants. Results: Living with family and completion of treatment were significant predictive factors of self-rated QOL, while living with family and ever giving birth significantly predicted satisfaction with health and physical health. Psychological health had moderate correlations with number of children and early cancer stage. Survivors' higher personal income (>MYR4,500) was the only significant predictor of social relationship, while age, income more than MYR4,500 and giving birth significantly predicted environment domain score. Conclusions: The findings suggested the survivors coped better in all four HR-QOL domains if they were married, lived with family, had children and were employed.

• Journal of the Korea Furniture Society
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• v.27 no.2
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• pp.111-121
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• 2016

In the structure of modern houses, a living room is the space most frequently used by family members. In a living room, they rest, talk together, watch TV, study, read books and enjoy hobbies. A living room is furnished with a TV cabinet, a storage closet, a sofa, a bookshelf, a desk and etc. depending on the purposes of activities in it, which can be different in each house. Furniture is the required tool for indoor architectural space and humans to lead a life. In most families, a man and a woman marry each other and become man and wife, go through the honeymoon phase, give birth to one or two children and become a family with three or four members. According to the children's growth cycle from birth to infancy, early childhood, childhood, adolescence, youth and adulthood, furniture layout and kinds of furniture in a living room change. Depending on the family life cycle, most parents of young children try to help their children to form good habits of reading books and studying for their future. As for the environmental elements interrupting reading and studying, watching TV and using smart phones excessively are being regarded as problems. As the number of two-income families is increasing in this era when many women are participating in the social activities with the government's encouragement, children are having more time.

• Human Ecology Research
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• v.56 no.4
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• pp.377-390
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• 2018

This study examined the double mediating effects of work-family conflict and parenting guilt on the relationship between perfectionism and parenting behavior for working mothers. The survey was conducted on 340 working mothers with 3 to 5 year-old children, who lived in Daegu and Kyungpook Province, Korea. Data were collected through questionnaires on perfectionism, work-family conflict, parenting guilt, and parenting behavior. To analyze the collected data, descriptive statistics, factor analysis, and analysis of variance were conducted by using SPSS 22.0 and Model 6 in PROCESS macro, with bootstrapping method. Work-family conflict and parenting guilt were used as mediators. Children's birth order and household income were controlled throughout the analysis. The major findings of this study were as follows. First, work-family conflict and parenting guilt had inconsistent double mediating effects on the relationship between adaptive perfectionism and positive parenting behavior. Second, work-family conflict and parenting guilt had complete double mediating effects on the relationship between adaptive perfectionism and negative parenting behavior. Third, work-family conflict and parenting guilt did not have double mediating effects on the relationship between maladaptive perfectionism and positive parenting behavior. Finally, work-family conflict and parenting guilt had partial double mediating effects on the relationship between maladaptive perfectionism and negative parenting behavior. The findings provide a better understanding of the relationship between perfectionism and parenting behavior. The results also have implications for providing education for and counseling working mothers with children.

• Korean Institute of Interior Design Journal
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• v.17 no.1
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• pp.130-137
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• 2008

The society changes very fast from the extended family system to the nuclear family system, as increasing a one-child family for the low birth-rate. Thus, it causes that the education, having been performed inside of the family group, is performed outside of the family nowadays such as an infant educational institution. Fundamentally, the space of educating infants must be considered their behavior and meet their needs. For infants, playing is not only studying, but also is related to physical, intellectual and emotional development. Therefore infants in a qualifiedly good playing environment, are easy to focus on their playing. But, variety of playing activities can help improve infants' development physically, socially, emotionally, linguistically and intellectually. So far, an infant educational institution has provided a general education than a special educationally considering their age and status of a development. However, it is necessary to provide an integrated and well-organized place for each infant because their playing is a studying and education that will be based of individuals' character when they are grown up. The objective of this thesis is to study on the new transition space for infants of their physical activities. For this study, at first, it is important to understand what are the points of well-built kindergarten around the world. They have the flexible space in common. The transition(flexible) space will be a solution for space for infants' development.

• Journal of the Korean Home Economics Association
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• v.32 no.2
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• pp.33-48
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• 1994

This study was designed to demonstrate the wide scope of the home production activities. The purpose of this study are first to identify the factors affecting various near environmental home production activities second to examine the effect of the near environmental home production activities on the life satisfaction. Qustionnaires from 729 housewives in Seoul are analyzed in this study. The major findings are as follows: 1. Homeproduction activities with neighbors are influenced by the housewives' physical health. In the case of adult children family life cycle number of family members etc. are influential variables. In the case of step-parents and housewives' parents the number of family members family life-cycle etc. are influential variables. In the case of adult sisters housewives' birth order is influential variables. Home production activities utilizing facilities in the near environment are influenced by high-rise apartment housing tenure etc. Production activities through the participation in the organizations are influenced by family life cycle and similiarity to neighbors. 2. Production activities through the participation in the organizations home production activities with adult sisters and brothers and home production activities with adult childern have positive effect and home production activities utilizing facilities in the near environment have negative effect on the life satisfaction of the housewives. And the near environmental satisfaction affects on the life satisfaction of the housewives. Therefore the result of this study indicates that including the near environmental home production activities to the home production is rational.