• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.1014-1015
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• 2023

많은 장애아 부모들은 양육에 대한 스트레스, 미래에 대한 걱정으로 심리적으로 상당한 중압감을 느낀다. 이에 비해 매년 증가하는 장애인 수에 비해 장애아 부모 및 가족의 심리적·정신적 문제를 해결하기 위한 프로그램이 부족하다.[1] 이를 해결하고자 본 논문에서는 감정분석 소통 플랫폼을 제안한다. 제안하는 플랫폼은 KoBERT 모델을 fine-tunning 하여 사용자의 일기 속 감정을 분석하여 장애아를 둔 부모 및 가족 간의 소통을 돕는다. 성능평가는 제안하는 플랫폼의 주요 기능인 KoBERT 기반 감정분석의 성능을 확인하기위해 텍스트 분류 모델로 널리 사용되고 있는 LSTM, Bi-LSTM, GRU 모델 별 성능지표들과 비교 분석한다. 성능 평가결과 KoBERT 의 정확도가 다른 분류군의 정확도보다 평균 31.4% 높은 성능을 보였고, 이 외의 지표에서도 비교적 높은 성능을 기록했다.

• Korean Journal of Family Social Work
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• no.57
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• pp.125-157
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• 2017

The purpose of this study was to analyse effects of public support for single-parent family for adolescent single-parent who experienced social exclusion and social network. This study utilized a part of National Youth Policy Institute's 'Research on the Actual Condition of the Adolescent Pregnancy, Birth and Rearing Children'. Participants of the study were 262 adolescent single-parents at the age of 24 and below. In order to understand the effect, this study verified the moderating effect of public support for single-parent family in the context of social exclusion and social network on parental attitude and behavior(parenting efficacy, parenting stress, negative parenting behavior). Results of this study are as follows; First, Nearly half of adolescent single-parent has economic hardship in original family and most they lived with preschool children on unemployed state that the average monthly income of them was about 600,000 won. It means that their financial independence difficult. Second, family support was only significant factor for parenting efficacy and positive relationship with family and acquaintances was major influence factor for causing positive parental behavior of adolescent single-parent. As a result, social network was verified more important factor than social exclusion on parental attitude and behavior. Lastly, public support for single-parent family was confirmed as social mitigation mechanism that has the moderating effect of social exclusion and social network on parental attitude and behavior.

• Korean Journal of Child Studies
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• v.29 no.5
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• pp.227-242
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• 2008

The purpose of this study was to identify the reality of the demand for parent education by mothers of adolescents based on their knowledge of raising a child, related to parenting efficacy and parenting stress. Mothers of 207 middle school adolescents completed questionnaires. Instruments included scales on demand for parent education (Lee, 1995 and Byun, 1999), parenting efficacy (Gibaud-Wallston & Wandersman, 1978), and parenting stress (Kim, 2004 Abidin, 1990). Results showed mothers high in knowledge of parenting had higher parenting efficacy and less parenting stress mothers high in maternalanxiety expressed higher demand for parenting understanding and improvement and for their children's academic adjustment; and mothers with higher maternal parenting stress expressed higher demand for parenting education.

• Korean Parent-Child Health Journal
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• v.12 no.1
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• pp.3-14
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• 2009

Purpose: This study is intended to identify relationship between stress, depression and suicidal ideation in nursing students. Method: The subjects were 213 nursing students in B city. Data was collected from November 1, 2007 to November, 12, 2007 using structured questionnaire surveys and convenience sampling. Measuring instruments collecting data were SSI (scale for suicidal ideation) developed by Beck (1979), BDI (Beck depression inventory) translated by Lee (2001), scale for stress developed by Lee (2001). Collected data was analyzed by frequency, percentage, mean, standard deviation, t-test, ANOVA, Pearson correlation coefficients with SPSS/PC 12.0. Result: 1. Mean value of stress (50.69) of nursing students were moderate level, depression (28.06) was high, suicidal ideation was moderate. 2. Relationship of stress, depression, suicidal ideation of nursing students. 3. Stress of nursing students with positive relationship with depression (r=.60 p<.001) and suicidal ideation (r=.27 pp<.001). Depression of nursing students was positive relationship with suicidal ideation (r=.46 p<.001). Conclusion: Stress of nursing students was inclined to increase depression, suicidal ideation. Therefore, development of counseling and guidance program to decrease stress of nursing students is recommended.

• The Journal of Korean Academic Society of Nursing Education
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• v.22 no.3
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• pp.326-333
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• 2016

Purpose: The purpose of this study was to investigate the effect of parent-adolescent communication on academic stress and peer relationship perceived by high school students. Method: A total of 154 students were recruited from a high school in C city. Data were collected by means of self-reported questionnaires from September 1 to 18, 2015 and analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression analysis with SPSS 20.0. Results: Positive correlations were found between father-adolescent communication and peer relationship(r=.35, p<.001), and between mother-adolescent communication and peer relationship(r=.22, p=.006). Negative correlations were found between father-adolescent communication and academic stress (r=-.23, p=.004), and between mother-adolescent communication and academic stress(r=-.17, p=.039). Conclusion: These results suggest that identifying the effects of father-adolescent communication and parent-adolescent communication programs on academic stress and peer relationship is required.

• Journal of Families and Better Life
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• v.32 no.6
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• pp.31-45
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• 2014

The purpose of this study are to find out the gender and school level differences in adolescents' depression, and the influences of parent attachment and school stress on adolescents' depression and the effect of ego-resilience relations between parent attachment and depression, and that of school stress and depression. 402 of students(the first and the second graders of middle school and of high school in academic track in D area) completed questionnaire on parent attachment, school stress, ego-resilience, and depression. Descriptive statistic analyses, reliability analyses, Two-way ANOVAs, correlation analyses, and hierarchial multiple regression analyses were conducted through SPSS WIN 20.0. The findings are as follows. 1) There was school level difference, but not gender differences, on adolescents'depression. 2) There was ego-resilience control effect on the relations between parent attachment and adolescents' depression only for middle school students, but not for high school students. 3) There were ego-resilience control effect on the relations between school stress and adolescents' depression for both middle and high school students. The importance of ego-resilience and school levels in understanding adolescents' depression was discussed.

• Korean Parent-Child Health Journal
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• v.7 no.2
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• pp.121-132
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• 2004

Purpose: This study aimed to develop a breast feeding program for mothers of premature infants. The program was applied and its effect was evaluated on stress, knowledge and breastfeeding behaviors of premature infant mothers. Method: This study employed a one group pre- and post-test quasi-experimental design. The data were collected from 17 participants from August 15 to October 24, 2004, at a N1CU at D University Medical Center located in Susan, Korea. Data were analyzed by means of frequency, SD, and t-test using SPSS version 10. Result: After the program, participants significantly showed a greater level of knowledge than before the program (t=-5.750, p=.000). No statistically significant differences in stress level scores were found (t=1.453, p=.153). The breastfeeding practice rate was 94.1%: Conclusion: This educational program using a handbook and video had a positive effect on increasing knowledge and practice of breastfeeding among premature infant mothers. It is suggested that this study be replicated with a larger sample size to compare group responses.

• Korean Journal of Human Ecology
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• v.21 no.1
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• pp.27-40
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• 2012

The purpose of this study was to examine the factors related to mothers' attachment formation with their children. For this research, mothers' attachment formation with their children was examined based on the relationship involving three factors: personal variables, parenting stress, and parental satisfaction. A survey instrument was administered to 114 mothers who had 0~3 year-old children attending day care centers in Seoul. Data was analyzed using descriptive statistics and multiple regression using the SPSS+12 version. Major findings were as follows: First, the degree of mothers' parental stress rated relatively low and the degree of parental satisfaction rated relatively high. Among the three variables that were measured, parental satisfaction was the most influential factor on mothers' attachment formation. Finally, 'burden and stress of parenting', 'feelings of guilt for others taking care of their children', 'general satisfaction', and 'parent-child relationship satisfaction' were powerful factors in explaining attachment formation.

• Women's Health Nursing
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• v.6 no.4
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• pp.493-505
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• 2000

The purpose of this study was to contribute to maternal nursing in the early postpartum stage and neonate nursing. Data were collected through self-report questionaires which were constructed to include perception of the newborn scale, parental role stress scale and anxiety scale. The subjects consisted of 81 mothers of preterm babies at seven hospitals in Seoul and Kyoungki-Do, from July 15 to September 30, 2000. Data were analysed by SPSS/PC using frequency, percentage, mean, standard deviation, ANOVA, t-test and Pearson correlation coefficient. The results were summarized as follows ; 1. The mean of perception of the newborn in the early postpartum stage was 1.35. The mean of parental role stress was 10.78. The mean of anxiety of mother was 39.74. 2. There were significant positive correlation between parental role stress and anxiety of mothers. 3. There were not significant influencing general characteristics to perception of the newborn and parental role stress. General characteristics related to the level of anxiety were economic status, expectation of pregnancy, birthing order, newborn weight. The above findings indicated that the level of parental role stress and anxiety of preterm birth mothers were correlated. Therefore nursing intervention for reducing parental role stress and anxiety should be provided for preterm birth mothers.

• Journal of Families and Better Life
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• v.27 no.2
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• pp.269-280
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• 2009

The purpose of this study was to investigate the relationships among attachment with parents, self-differentiation, and stress coping strategies. The participants of the present study were 142 male and 161 female college students in Jeolla-Do province. The data were collected by self-administered questionnaire method. The major results of this research were as follows. First, there was significant positive correlation between the level of attachment with parents and self-differentiation, indicating that the greater the level of attachment with parents, the higher the level of self-differentiation. Second, active coping was associated with higher levels of differentiation of self and passive coping were associated with lower levels of differentiation. Third, there was significant positive correlation between the level of attachment with parents and active coping, indicating that the greater the level of attachment with parents, students used more active coping than passive coping. Finally, multiple regression analysis were performed to attachment with parents and self-differentiation. It was found that attachment with parents was the most powerful predictor of active coping and self-differentiation was the most powerful predictor of passive coping.