• Title/Summary/Keyword: Creative Analysis

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An Analysis of Creativity-Personality Activiies in High School Science Textbooks according to 2009 Revised Science Curriculum (2009 개정 고등학교 과학 교과서에 제시된 창의·인성 활동 분석)

  • Han, Hwa-Jung;Shim, Kew-Cheol
    • Journal of Science Education
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    • v.38 no.3
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    • pp.599-611
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    • 2014
  • The purpose of this research is to analyze creativity-personality activities given in the high school science textbooks, which developed according to 2009 Revised Science Curriculum, and to examine how goals of new science curriculum were reflected in sceince the textbooks. An analysis shows that the proportion of inquiry is the best high among the types of creativity-personality activities. Also it is organized for a various activities such as reading, writing and debate. As a result of analyzing creativity-personality activities regarding creative thinking and personality element, a variety of creative thinking and personality element was not composed. The creative thinking is primarily divergent thinking, convergent thinking and associative thinking appears in order. In addition, the caring of personality elements is the most, and then honesty, cooperation and responsibility appears in order. Thus, it is necessary to structure a variety of activities for edification of creativity-personality in high school science textbooks. As an analysis of creativity-personality activities regarding elements of the decision-making, the review process do not appear at all, and there are few decision points generally. Therefore, a rational decision making for the sake of edification should be provided with specific decision-making factors.

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Public Sentiment Analysis and Topic Modeling Regarding COVID-19's Three Waves of Total Lockdown: A Case Study on Movement Control Order in Malaysia

  • Alamoodi, A.H.;Baker, Mohammed Rashad;Albahri, O.S.;Zaidan, B.B.;Zaidan, A.A.;Wong, Wing-Kwong;Garfan, Salem;Albahri, A.S.;Alonso, Miguel A.;Jasim, Ali Najm;Baqer, M.J.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.7
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    • pp.2169-2190
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    • 2022
  • The COVID-19 pandemic has affected many aspects of human life. The pandemic not only caused millions of fatalities and problems but also changed public sentiment and behavior. Owing to the magnitude of this pandemic, governments worldwide adopted full lockdown measures that attracted much discussion on social media platforms. To investigate the effects of these lockdown measures, this study performed sentiment analysis and latent Dirichlet allocation topic modeling on textual data from Twitter published during the three lockdown waves in Malaysia between 2020 and 2021. Three lockdown measures were identified, the related data for the first two weeks of each lockdown were collected and analysed to understand the public sentiment. The changes between these lockdowns were identified, and the latent topics were highlighted. Most of the public sentiment focused on the first lockdown as reflected in the large number of latent topics generated during this period. The overall sentiment for each lockdown was mostly positive, followed by neutral and then negative. Topic modelling results identified staying at home, quarantine and lockdown as the main aspects of discussion for the first lockdown, whilst importance of health measures and government efforts were the main aspects for the second and third lockdowns. Governments may utilise these findings to understand public sentiment and to formulate precautionary measures that can assure the safety of their citizens and tend to their most pressing problems. These results also highlight the importance of positive messaging during difficult times, establishing digital interventions and formulating new policies to improve the reaction of the public to emergency situations.

Influencing Factors on the Likelihood of Start-up Success of Researchers in Public Research Institutes: Using PLS and fsQCA (공공연구기관 연구자의 창업성공가능성에 미치는 영향 요인: PLS와 fsQCA 활용)

  • Hwang, Kyung Yun;Sung, Eul Hyun
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.17 no.1
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    • pp.107-120
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    • 2022
  • The purpose of this study is to analyze the net effect and the combined effect of the determinants of the likelihood of start-up success of researchers at public research institutes. Based on the existing literature, the determinants of the researcher's likelihood of start-up success were reviewed, and a conceptual relationship between the determinants of the likelihood of start-up success was established. Data collection was conducted through a survey targeting researchers at public research institutes, and a total of 114 data were collected. The partial least squares (PLS) analysis method was used to analyze the net effect of the likelihood of start-up success determinant, and the fuzzy-set qualitative comparative analysis (fsQCA) was used to analyze the combined effect of the likelihood of start-up success determinant. In the PLS analysis results, it was found that technology commercialization probability and creative self-efficacy had a significant positive effect independently on the likelihood of start-up success. In the fsQCA results, we found a combined effect of increasing the likelihood of start-up success when the technology commercialization probability, technology commercialization capability, and creative self-efficacy were high. These research results provide academic implications for understanding the determinants of the likelihood of start-up success of researchers in public research institutes.

An Analysis on the Students' Mathematical Creativity in Problem Posing Activities (문제 만들기 활동에서 학생들의 수학적 창의성 분석)

  • Lee, Dae-Hyun
    • Journal of the Korean School Mathematics Society
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    • v.15 no.3
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    • pp.411-428
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    • 2012
  • There is no single definition of mathematical creativity. But creativity is a key competency to adapt and live in the future. So, there are so many attentions to develop students' mathematical creativity in school mathematics. In special, mathematical problem posing activity is a good method in enhancing mathematical creativity. The purpose of this paper is to analyse on the students' mathematical creativity using problems which are made by students in problem posing activities. 16 children who consist of three groups(high, middle, low) are participated in this study. They are trained to make the problem by Brown & Walter's 'What if not' strategy. The results are as follows: Total creativity is proportional to general achievement levels. There is a difference total creativity between items contents. The number of problems differs little according to the general achievement levels. According to the qualitative analysis, students make the problems using the change of terms. And there is no problem to generalize. Based on this paper, I suggest comparing the creativity between problem posing activity and other creative fields. And we need the deeper qualitative analysis on the students' creative output.

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A study on the trend analysis regarding the rice consumption of Korean adults using Korean National Health and Nutrition Examination Survey data from 1998, 2001 and 2005

  • Cha, Ho-Myoung;Han, Gyu-Sang;Chung, Hea-Jung
    • Nutrition Research and Practice
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    • v.6 no.3
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    • pp.254-262
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    • 2012
  • The objective of this study was to provide information regarding trends of rice consumption of Korean adults based on different meal types. Respondent reports 24-hour recall data from the Korean National Health and Nutrition Examination Survey were used to assess daily rice consumption and intake ratios of rice for different meal types and places of preparation. Rice intake had gradually decreased from 224.6 g in 1998 to 190 g in 2001 and to 179.4 g in 2005. The rice consumption of Korean adults decreased every year in all ages for all places of meal preparation in 2001 and 2005 compare to 1998. Analysis for each meal type showed that rice intake at breakfast had not considerably changed, but rice intake had decreased at lunch and dinner. While the rice consumption ratio at lunch and dinner decreased, it also decreased or did not change at snack times except for the 19-29 age groups. All the age groups revealed comparable change in the analysis for meal types. There was some diversity between all age divisions in daily rice intake depending on place of meal preparation. The rice consumption by place of meal preparation was generally highest at home, lowest at other places, but it decreased in all places. The rice consumption at home was highest in the over 50 age group, lowest in the 20-30 age group. These changes seem to be related to food intake patterns of rice and substitutional foods in the diets and development regarding socio-economic status. So the need for further study on differences in rice intake based on socioeconomic levels and age group are indicated.

Relationships between Children's Self-Efficacy, Parental Child-Rearing Attitude Perceived by the Child and Creativity (아동의 자기효능감 및 아동이 지각한 부모의 양육태도와 창의성과의 관계)

  • Jang Hye-Sun;Choi Bo-Ga
    • Journal of the Korean Home Economics Association
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    • v.43 no.3 s.205
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    • pp.59-73
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    • 2005
  • The purpose of this study was to investigate the relationships between children's self-efficacy, parental child-rearing attitude perceived by the child, and creativity. The study subjects were 120 5th and 6th graders at elementary school in Gyeongbuk. The instruments of measurement were question sheets, Self-Efficacy Scale, and Parental child-rearing attitude Scale. For creative thinking tests, the Kim Yong-Chae version of TTCT (Torrance Test of Creative Thinking) was used. The data were analysed through mean, standard deviation, frequency, percentile, Cronbach's $\alpha$, and Pearson's Correlation Coefficient. The major findings of this study were as follows: First, the results from the correlational analysis didn't yield significant and meaningful correlations between children's self-efficacy and thinking creatively with words. Nevertheless, children's self-efficacy was partly related to thinking creatively with pictures. Second, the results from the correlational analysis didn't yield significant and meaningful correlations between warmth vs. rejection altitude of father and thinking creatively with words. Warmth vs. rejection attitudes of father was not related to thinking creatively with pictures. However, the results from the correlational analysis yielded a number of significant and meaningful correlations between self-control vs. regulation attitudes of father and the thinking creatively with words. The self-control vs. regulation attitudes of father was significantly positively related to the thinking creatively with pictures. Third, the warmth vs. rejection attitudes of mother was significantly positively related to the thinking creatively with words. However the warmth vs. rejection attitudes of mother was not related significantly to the thinking creatively with pictures. The self-control vs. regulation attitudes of mother was not related to the thinking creatively with words. Moreover, self-control vs. regulation attitudes of mother was not related to the thinking creatively with pictures.

The Effects of Job Vocational Calling on Job Behavior and Mediating Effect of Job Attitude of Child Care Teachers (보육교사의 직무소명의식과 직무행동 간 영향관계에서 직무태도의 매개효과 분석)

  • Lee, Jae-Moo;Cho, Kyung-Seu
    • The Journal of the Korea Contents Association
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    • v.19 no.7
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    • pp.574-586
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    • 2019
  • This study was conducted to obtain meaningful information about job management of child care center teachers, who take charge of child care policy at the front line, social meaning of which is being greatly highlighted these days. Especially, the research was designed with causal relationships in mind, in which certain job-related thoughts or consciousness forms attitudes, thus leading to behavior. In this light, the present study selected the following variables for analysis: job attitudes including job calling, job engagement, and job burnout; and job behavior such as creative behavior, active behavior, and ethical behavior. Data collected from 209 child care center teachers' response to structured questionnaires was analyzed, using t-test, one-way analysis of variance (one-way ANOVA), and hierarchical regression analysis. The results indicate that job burnout increased at a statistically significant level as extra workhours increased, and that only job engagement, among job attitude variables, and creative behavior and active behaviors, among job behavior variables, had significant effects. Moreover, job engagement was the only variable that was found to work as a mediator in relationships between job calling and active behavior.

A Study on Design Characteristics of Chanel's and Fendi's Collections under the Direction of Karl Lagerfeld (칼 라거펠트 디렉팅의 샤넬과 펜디에 대한 디자인 특성 연구)

  • Bae, Woo Ri;Kim, Yoon Kyoung;Lee, Kyoung Hee
    • Fashion & Textile Research Journal
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    • v.23 no.6
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    • pp.709-725
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    • 2021
  • The study focused on the design features of Chanel and Fendi, directed by Carl Lagerfeld, creative director of Chanel and Fendi until his recent death. The range of the study was from the 2017 S/S Collection to the 2019 F/W Collection, which collected a total of 767 fashion photographs, including 483 Chanel, 284 Fendi, with tops, bottoms and dresses at VOGUE (https://www.vogue.com). According to the data analysis criteria organized based on prior research and related literature, it was classified in the order of form, color, material, pattern, decoration, fashion image, item and coordination, and content analysis was conducted based on statistical analysis. Overall, the design characteristics of the Chanel collection, directed by Karl Lagerfeld, were rectangle form, tone in tone coloring, combination of identical materials, geometric patterns, and classical images as the main design characteristics of the Chanel collection. The design characteristics shown in the Fendi collection directed by Karl Lagerfeld were rectangle form, tone in tone coloration, hard material combination, abstract pattern, and total coordination. Comparing the design features of Chanel and Fendi, directed by Karl Lagerfeld, is as follows. Chanel and Fendi's designs show a lot of rectangle form, tone-in-tone colors, hard-materials and combination of the same material.

The Structural Relationship among Teacher Efficacy, Social Support, Job Satisfaction, Happiness - By Teachers' Perspectives (교수효능감과 사회적지지, 행복감, 직무만족도 간의 구조적 관계 - 교사들을 중심으로)

  • Huh, Mooyul;Shin, Hye Kyung;Chun, Miran
    • Journal of Creative Information Culture
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    • v.7 no.1
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    • pp.53-67
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    • 2021
  • This study The purpose of this study is to analyze the structural relationship among social support, job satisfaction, happiness, teacher efficacy. Participants were 249 teachers from teachers' training programs. Descriptive statistics analysis and path analysis were conducted. SPSS 22.0 and AMOS 21.0 were used. As a result of the analysis, it was found that teachers' social support had a significant effect on job satisfaction and happiness, and job satisfaction had a significant effect on happiness and teacher efficacy, but social support and happiness did not directly affect teacher efficacy. However, it was found that social support has a partial mediating effect through a sense of happiness through job satisfaction, and social support has a complete mediation effect through a sense of teacher efficacy through job satisfaction. This study is considered to be the basic data for preparing a plan to improve the teacher's sense of efficacy, an important factor in determining the quality of public education.

A Study on Analysis of National Petition Data for Deriving Current Issues in Education (교육관련 이슈 도출을 위한 국민청원 데이터 분석 연구)

  • Min, Jeongwon;Shim, Jaekwoun
    • Journal of Creative Information Culture
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    • v.6 no.2
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    • pp.57-64
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    • 2020
  • As the information society gradually advances, various opinions overflow and their complexity increases. As the results, it was made more difficult to derive important issues and properly respond to those problems. Accordingly, it is necessary to get a handle on emerging problems in education in addition to existing discourses and issues. This study aimed at examining the issues of education by analyzing the petitions posted under 'parenting and education' category on National Petition board. In order to offer objective and detailed results, we employed the topic modeling based LDA algorithm, which is an effective method to extract topics in multiple documents. Nine topics were derived as the result of the analysis and the relationship among those topics was visualized. The values of this study exist in that the derived topics represent important issues that reflect the public opinions.