• 제목/요약/키워드: Emotional Model

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순환적 공감모형기반 유아 공감능력증진프로그램이 공감능력 및 또래 유능성과 정서지능에 미치는 효과 (The Effects of a Cyclical Empathy Model-based Young Children Empathy Enhancement Program on Empathy, Peer Competence, and Emotional Intelligence)

  • 강은희;김진욱
    • 한국보육지원학회지
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    • 제15권6호
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    • pp.117-137
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    • 2019
  • Objective: The purpose of this study was to investigate the effects of a cyclical empathy model-based empathy enhancement program on young children's empathy, peer competence and emotional intelligence. Methods: A total of 40 subjects were selected for this study from 5-year-old children attending S Day Care Center located in Seoul, out of whom 20 were assigned to an experimental group and the remaining 20 to a comparative group (control group). The SPSS 21 statistical program was used to determine whether there was a significant difference between the two groups in the effectiveness of the program implementation. Results: There were statistically significant differences in the changes between the pre and post scores of the experimental group and the comparative group, which showed that the cyclical empathy model-based empathy enhancement program was effective for the young children's empathy, peer competence and emotional intelligence. Conclusion/Implications: This study suggests that if a young children's empathy enhancement program can be applied to child care sites to help the teachers in the field children can overcome empathy-related difficulties by themselves. This study also provides basic information in order to have meaningful educational experiences in young children's education institutions.

뉴스 감성 앙상블 학습을 통한 주가 예측기의 성능 향상 (An Accurate Stock Price Forecasting with Ensemble Learning Based on Sentiment of News)

  • 김하은;박영욱;유시은;정성우;유준혁
    • 대한임베디드공학회논문지
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    • 제17권1호
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    • pp.51-58
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    • 2022
  • Various studies have been conducted from the past to the present because stock price forecasts provide stability in the national economy and huge profits to investors. Recently, there have been many studies that suggest stock price prediction models using various input data such as macroeconomic indicators and emotional analysis. However, since each study was conducted individually, it is difficult to objectively compare each method, and studies on their impact on stock price prediction are still insufficient. In this paper, the effect of input data currently mainly used on the stock price is evaluated through the predicted value of the deep learning model and the error rate of the actual stock price. In addition, unlike most papers in emotional analysis, emotional analysis using the news body was conducted, and a method of supplementing the results of each emotional analysis is proposed through three emotional analysis models. Through experiments predicting Microsoft's revised closing price, the results of emotional analysis were found to be the most important factor in stock price prediction. Especially, when all of input data is used, error rate of ensembled sentiment analysis model is reduced by 58% compared to the baseline.

강원특별자치도 일부 지역 성인의 가족 동거 상태에 따른 가족의 정서적 지지와 칫솔질 실천의 연관성 (Association between emotional support from family and tooth brushing according to cohabitation among adults)

  • 이유림;김남희
    • 한국치위생학회지
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    • 제24권2호
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    • pp.175-185
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    • 2024
  • Objectives: This study examines the association between emotional support and tooth brushing according to family cohabitation in the socio ecological model. Methods: The study used data from face-to-face interviews of 719 adults aged 30-90 years, living in Gangwon State. The dependent variables were tooth brushing after lunch and dinner (including before going to bed). The independent variables were living conditions and emotional support. Multiple logistic regression analysis was conducted to confirm the association between emotional support and tooth brushing. Results: The results showed that 81.4% of people lived with their family, and 85.9% had family (friends) with whom they could share oral problems (p<0.01). Among those living with their family, 82.3% (p>0.05) brushed after lunch and 81.9% (p>0.05) brushed after dinner. Tooth brushing after lunch was 1.5 times more likely among those who shared oral problems with their family (friends); however, this was not statistically significant (95% CI: 0.92-2.29). Tooth brushing after dinner was 1.0 times more likely among those who shared oral problems with their family (friends); however, this was not statistically significant (95% CI: 0.43-2.35). Conclusions: Emotional support may help to promote tooth brushing practice among adults.

Predicting Students' Engagement in Online Courses Using Machine Learning

  • Alsirhani, Jawaher;Alsalem, Khalaf
    • International Journal of Computer Science & Network Security
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    • 제22권9호
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    • pp.159-168
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    • 2022
  • No one denies the importance of online courses, which provide a very important alternative, especially for students who have jobs that prevent them from attending face-to-face in traditional classes; Engagement is one of the most important fundamental variables that indicate the course's success in achieving its objectives. Therefore, the current study aims to build a model using machine learning to predict student engagement in online courses. An online questionnaire was prepared and applied to the students of Jouf University in the Kingdom of Saudi Arabia, and data was obtained from the input variables in the questionnaire, which are: specialization, gender, academic year, skills, emotional aspects, participation, performance, and engagement in the online course as a dependent variable. Multiple regression was used to analyze the data using SPSS. Kegel was used to build the model as a machine learning technique. The results indicated that there is a positive correlation between the four variables (skills, emotional aspects, participation, and performance) and engagement in online courses. The model accuracy was very high 99.99%, This shows the model's ability to predict engagement in the light of the input variables.

어머니의 우울과 학령전기 유아의 정서 문제 간의 상호적 관계에 대한 단기 종단연구 (A Short-Term Longitudinal Study on the Reciprocal Relations between Mothers' Depression and Their Preschoolers' Emotional Problems)

  • 장영은;한효정
    • Human Ecology Research
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    • 제54권5호
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    • pp.551-564
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    • 2016
  • This study examined the causal relationship between a mothers' depression and the emotional problems of their preschool-aged children as indicated by anxiety, depression and emotional reactivity. We analyzed data from 1,528 mothers and their children from the Panel Study of Korean Children (PSKC) collected when the children were 4 years old and 5 years old. Autoregressive cross-lagged modeling was conducted using AMOS ver. 23.0 to investigate the longitudinal reciprocal effects between mothers' depression and children's emotional problems. The results indicated that both mothers' depression and children's emotional problems were relatively stable between the ages of 4 to 5. There were significant cross-lagged effects from the mothers' depression to children's emotional problems and from children's emotional problems to mothers' depression. Mothers reported higher levels of depression when the children were 4 years old and the children showed more anxiety, depression and emotional reactivity when they were 5 years old. Emotional problems when the children were 4 predicted greater depression among mothers 1 year later. We also examined the group difference (between boys and girls) in the study model. Gender differences were not statistically supported. The results suggested that early assessment and intervention for mothers' depression and children's emotional problems are essential for a healthy mother-child relationship and later child outcomes.

유아의 공격성에 관련된 어머니의 성격특성과 훈육방식 및 유아의 정서조절능력 (Mother's Characteristics, Disciplinary Methods, & Young Children's Emotional Regulation Associated with Young Children's Aggression)

  • 오희옥;오선영;김영희
    • 대한가정학회지
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    • 제45권2호
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    • pp.1-22
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    • 2007
  • The purpose of this study was to investigate the effect of mother's characteristics, mediated by disciplinary methods and young children's emotional regulation, on young children's aggression. Subjects of this study consisted of 342 young children drawn from seven preschools in Cheongju city. The pilot study was used to examine the applicability of survey instrument. Data were analyzed by the method of frequency, percentage, Cronbach' ${\alpha}$, factor analysis, T-test. F-test, and Duncan post-hoc test using SPSSWIN program. The test of model was done with analysis of correlational matrix in LISREL VII package using a maximum likehood estimation. The results of this research were as follows: First, there were statistically significant differences in mother's characteristics consisting of neurosis symptom and extroversions, disciplinary methods consisting of coercive-punishment and indifferent-irresponsibility, young children's emotional regulation, and young children's aggression consisting of relation and overtness according to some socio-demographic variables. Girls had the higher emotional regulation than boys. Second, the direct effects of disciplinary methods and emotional regulation on boys' aggression were different in between relational and overt aggression. Third, the variables predicting boys' emotional regulation directly were the same in both relational and overt aggression. Forth, the direct effect of mother's characteristics on disciplinary methods was different in between coercive-punishment and indifferent-irresponsibility. Fifth, the indirect effects of mother's characteristics, mediated by disciplinary methods and young children's emotional regulation, on young children's aggression were partly supported in this study. Sixth, the theoretical model of the impact of mother's characteristics, disciplinary methods, and young children's emotional regulation on young children's aggression was different according to gender.

The Effect of P-O Fit on the Frontline Employee's Boundary Spanning Behaviors: Mediating Role of Emotional and Motivational Responses

  • Yoo, Jaewon
    • Asia Marketing Journal
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    • 제15권2호
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    • pp.49-73
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    • 2013
  • In this study, the author develops and tests a model that incorporates the mediating effects of two frontline employee psychological variables (emotional exhaustion and intrinsic motivation) based on job demand and resource model. As a form of environmental resource, person-organization fit was proposed as a leading factor of frontline employee boundary spanning behavior through emotional exhaustion and intrinsic motivation. All measures were adapted from or developed based on prior research. Data for the study were collected from a cross-sectional sample of retail bank employees in South Korea. Questionnaires were distributed to 500 frontline employees across several banks. Of these, 322 usable questionnaires were returned. To analyze the data, a structural equation model procedure using LISREL 8.5 was employed. Results show that an employee's perceived fit with his/her organization enhances intrinsic motivation and reduces emotional exhaustion. These mechanisms, in turn, increase the employee's boundary spanning behavior. These results support the notion that person-organization fit should be one of the factors affecting motivation, affect and attachment, and extends such an understanding to a purely service-based environment among customer contact employees. Results also confirms that P-O fit can be viewed as environmental resources, and the JD-R model provides a theoretical base in further studying the antecedent role of P-O fit on frontline employees's boundary spanning behavior through intrinsic motivation and emotional exhaustion. These results suggest that organizations have to do their best to manage P-O fit, be it through employee screening or training and workshops to try and align organization and employee values and objectives. If managers of organizations are positively evaluated by the employees, it will be easier for them to, give things of value to employees, such as sense of direction, values, and recognition, and receive other things in return such as esteem and responsiveness. Consequently, organizational leaders are not only able to manage employee experiences, but also their fit with the organization. Even if a manager cannot control employee P-O fit, this research suggests, that a focus on reducing emotional exhaustion rather than increasing intrinsic motivation seems optimal. This research also supports the idea that motivation has a direct association with a frontline employee's boundary spanning behavior. Even in situations where emotional exhaustion cannot be reduced, organizations may still influence frontline behaviors through motivation.

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생각하기·느끼기·행동하기 유아 정서교육과정의 효과 연구 (Emotional Education: Effects of a Thinking, Feeling, Behaving Curriculum)

  • 임미혜;문미옥
    • 아동학회지
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    • 제20권4호
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    • pp.213-229
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    • 1999
  • This study examined the effectiveness of an Emotional Education Curriculum. The subjects were 55 five-year-old children attending a kindergarten located in Kangbuk-gu, Seoul. Using the pre- and post-test model, the Thinking, Feeling, Behaving Curriculum was employed two to three times a week for 15 weeks in the experimental group. Data were analyzed by t-test and ANOVA. This study indicates that the Thinking, Feeling, Behaving Emotional Education Curriculum was effective in understanding young children's emotional self-perception and empathy, but the curriculum was only partially effective in improving young children's social behaviors.

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학교상담자의 경험에 기반한 중·고등학생의 비자살적 자해행동: 정서홍수모델을 중심으로 (The Non-suicidal Self-injury of Middle and High School Students Based on the School Counselor's Experience: Focusing on the Emotional Cascade Model)

  • 김성연;박효은;이보라;이동훈
    • 한국심리학회지 : 문화 및 사회문제
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    • 제30권2호
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    • pp.193-220
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    • 2024
  • 본 연구는 학교상담자의 경험을 중심으로 중·고등학생의 비자살적 자해 현상을 Selby와 Joiner (2009)의 정서홍수모델(Emotional Cascade Model)에 비추어 탐색하고자 수행되었다. 이를 위해 비자살적 자해 중·고등학생을 상담한 경험이 있는 학교상담자 56명을 대상으로 포커스 그룹 인터뷰를 진행하였고, Braun과 Clarke (2012)가 제안한 주제분석 절차를 적용하여 분석하였다. 학교상담자가 경험한 중·고등학생의 비자살적 자해경험은 정서홍수모델에 따라 '부정정서 경험', '부적응적 인지적 정서조절전략', '정서홍수상태 경험', '정서홍수상태의 심화', '일시적인 심리적 고통 해소', '자해행동에서 비롯된 정서적 고통', '자해의 악순환', '자해와 공발하는 조절곤란행동'으로 분류되어 8개 범주와 16개의 하위주제가 도출되었다. 이러한 결과는 중·고등학생의 여러 체계들을 통합적으로 고려해야 하는 위치에 있는 학교상담자의 관점을 통해 중·고등학생 자해에 대한 이해를 확장시켰다는데 의의가 있다. 연구결과를 토대로 본 연구의 시사점과 한계점, 향후 수행되어야 할 연구에 대해 논의하였다.