• Title/Summary/Keyword: Exploratory Analysis

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An exploratory study on factors related to types of never-married among adult men and women (성인 비혼 남녀의 비혼 유형 관련 요인 탐색 연구)

  • Kim, Ji-Yu;Cho, Hee-Sun
    • Journal of Family Relations
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    • v.23 no.3
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    • pp.201-228
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    • 2018
  • Objectives: The objectives of this study were to classify never-married types of adult men and women and explore factors related to these types. Never-married types were categorized into 4 types according to continuity and voluntariness: continuous voluntary type; changed voluntary type; continuous non-voluntary type; and changed non-voluntary type. Factors related to types of being single were examined in terms of socio-demographic factors, individual and psychological factors (self-esteem, depression), dating relationship factors (current relationship status), original family factors (parental conflict, relationship with parents, parents' demand for marriage), marriage related factors (division of roles after marriage), and occupation related factors (work values, employment instability). Method: As for research method, a survey was conducted with never-married adult men and women between the ages of 35 and 49 living in Seoul, Gyeonggi or Incheon areas. Of 300 copies of questionnaire distributed, data from 295 copies were processed using SPSS 24.0 program for multinomial logit analysis. Results: The study results showed that, of never-married men respondents, continuous voluntary type accounted for 20.5%; changed voluntary type 18.9%; continuous non-voluntary type 49.6%; and changed non-voluntary type 11.0%. It was found that the factors related to continuous non-voluntary type among never-married men are age, religion, average monthly income, while the factors related to changed voluntary type are religion, self-esteem, depression, and frequency and strength of parental conflict, while the factor related to changed non-voluntary type men was living with parents. Examining never-married women respondents, it was found that, continuous voluntary type accounted for 33.9%; changed non-voluntary type 19.6%; continuous non-voluntary type 22.6%; and changed voluntary type 23.8%. The factor related to continuous non-voluntary type among never-married women was parents' demand for marriage, while the factors related changed voluntary type were age, depression and strength of parental conflict. Also, the factors related to changed non-voluntary type of never-married women were age, religion, living with parents, depression and parents' demand for marriage. Conclusion: In conclusion, it was found that continuous non-voluntary type formed the largest group among never-married men, whereas continuous voluntary type was the majority in never-married women. Both never-married men and women chose to remain single when they are living with their parents and their parental conflict is intense. Parents' demand for marriage was related to women, but not to men.

Exploration on Teaching and Learning Experiences Improving Positive Experiences about Science of Scientifically-Gifted Elementary School Students (초등 과학영재 학생의 과학긍정경험 향상을 위한 교수-학습 경험 탐색)

  • Seo, Sunjin;Kang, Hunsik
    • Journal of The Korean Association For Science Education
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    • v.41 no.2
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    • pp.133-144
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    • 2021
  • The purpose of this study is to explore the teaching and learning experiences to improve the positive experiences about science (PES) of scientifically-gifted elementary school students. For this study, 36 students in grades 5~6 at a gifted science education institutes in Seoul were selected and conducted pre-test and post-test for 'Test for Indicators of Positive Experiences about Science (TIPES).' After the weekly science classes of the institutions were over, individual in-depth interviews were also conducted with some students to explore the teaching and learning experiences for improving their PES. The analysis of the results reveals that the science classes for scientifically-gifted students have been shown to improve PES of scientifically-gifted elementary school students. The teaching and learning experiences to improve their PES included eight teaching and learning experiences that appeared in general elementary school students of previous study such as 'practice-centered exploratory activities,' 'student-led class,' 'positive and professional feedback,' 'construction of knowledge through exploration,' 'class considering student's interest and aptitude,' 'use of materials related to real life,' 'smooth communication and collaboration in group activities,' and 'appropriate difficulty in learning content.' There were also six teaching and learning experiences that newly emerged from science-gifted students: 'Learning experience through the strategies for improving scientific creativity,' 'inquiry experience as a little scientist,' 'advanced or accelerated learning experience,' 'learning experience with excellent students,' 'experience helping other students,' and 'experience with high or low achievement'. Based on these results, the practical implications for improving the student's PES are suggested.

Analysis of Differences in Information Security Compliance according to Individual Coping and Organizational Homogeneity Culture (개인 대처와 조직 동질성 문화에 따른 정보보안 준수 차이 분석)

  • Hwang, In-ho
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.105-115
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    • 2021
  • The purpose of this study is to present the effect of differences in individual coping and organizational homogeneity culture on information security compliance from an exploratory perspective. The study divided groups into individual coping (task-oriented, emotion-oriented) and organizational homogeneity culture (homogeneity, heterogeneity), confirms the difference in information security for each group through cross-design and presents a multiple mediation model between information security factors. As a result of the study, in the coping dimension, the average of the security compliance factors was higher in the emotion-oriented than the task-oriented, and in the homogeneity culture dimension, the average of the security compliance factors was higher in the homogeneity than the heterogeneity. Additionally, social influence and involvement had a multiple mediation effect on the relationship between information security awareness and compliance intention. The implications of this study were to confirm the difference in the effect of individual decision-making styles on security compliance according to the organizational culture differences. The results suggest the necessity of applying a customized information security compliance model for each organization and individual characteristics.

Attitudes toward Artificial Intelligence of High School Students' in Korea (한국 고등학생의 인공지능에 대한 태도)

  • Kim, Seong-Won;Lee, Youngjun
    • Journal of the Korea Convergence Society
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    • v.11 no.12
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    • pp.1-13
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    • 2020
  • With the advent of an intelligent information society, research toward artificial intelligence education was conducted. In previous studies, the subject of research is biased, and studies that analyze attitudes toward artificial intelligence are insufficient. So, in this study developed a test tool to measure the artificial intelligence of high school students and analyze their attitudes toward artificial intelligence. To develop the test tool, 229 high school students completed a preliminary test, of which the results were analyzed via exploratory factor analysis. To analyze the students' attitudes toward artificial intelligence, the resulting test tool was applied to 481 high school students, and their test results were analyzed according to factors. From the study's results, there was no difference according to gender in the students' attitudes toward artificial intelligence, but there was a significant difference per grade. In addition, there was a significant difference in attitudes according to artificial intelligence-related experiences: the high school students who had direct and indirect experience with artificial intelligence, programming, and more frequently used it had more positive attitudes toward artificial intelligence than students without this experience. However, artificial intelligence education experience negatively influenced the students' attitudes toward artificial intelligence. Overall, the higher their interest in artificial intelligence, the more positive the high school students' attitudes toward artificial intelligence.

An Exploratory Study on Discarded Books in Academic Libraries (대학도서관 단행본 자료의 장서폐기에 관한 연구)

  • Lee, Yong Min;Lee, Jee Yeon
    • Journal of the Korean Society for information Management
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    • v.38 no.1
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    • pp.71-86
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    • 2021
  • This study attempted to discover the problems related to the increasing book disposal trend within academic libraries by analyzing the disposal status over ten years and interviews with the librarians. The analysis utilized Korea Education and Research Information Service provided disposal information from 2010 to 2019. The academic libraries with more than 2 million books had disposed of the most number of books. This trend led to a distinctive decrease in the books' duplicate copies in terms of the collection composition. The librarians from the organizations, which conducted disposal more than three times and one massive removal within ten years, revealed in the interviews that they discarded many valuable duplicate books. They discussed the importance of digitizing high-value resources and also the limitation imposed by the copyright law. In conclusion, this study pointed out that book disposal can cause changes in the collection composition in the long run and suggested that academic libraries pay attention to these changes. The study also suggested evaluating the discarded books' values to guide the digitization efforts and count the number of books to include digital book use rights.

An Exploratory Study on Institutional Commitment of C-University Students (C대학교 대학생의 대학 몰입에 관한 탐색적 논의)

  • Yoon, Ji-Won;Lee, Ha-Jeong;Park, Mee-Ra
    • The Journal of the Korea Contents Association
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    • v.21 no.8
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    • pp.213-220
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    • 2021
  • The purpose of this study is to pave the way to promote the institutional commitment of the students enrolled by identifying the factors that affects on their institutional commitment. The data collection was conducted starting from November 19, 2020 until November 26, 2020 by using online questionnaires and 220 participants were from C-university students in Chang-won, Kyung-nam Province. As a result of analysis, the average score for institutional commitment was 3.30, the average level of satisfaction of university life was 3.62, the cultural climate was 3.39 and the level of satisfaction for extracurricular program was 3.48, which was in high range. Institutional commitment has a positive correlation between the level of satisfaction of university life, the level of satisfaction for extracurricular programs(p<.001). The most critical factor that affects the institutional commitment was the level of satisfaction of university life and the level of satisfaction for extracurricular programs, the cultural climate in order. The result can be interpreted that institutional commitment is influenced by students' major and the level of satisfaction of university life and the level of satisfaction for extracurricular programs, and the level of satisfaction of university life has relatively high level of influence out of other factors, indicating that the effort to improve the institutional commitment of the students is needed at the collegiate level.

A Study on How to Set up a Standard Framework for AI Ethics and Regulation (AI 윤리와 규제에 관한 표준 프레임워크 설정 방안 연구)

  • Nam, Mun-Hee
    • Journal of the Korea Convergence Society
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    • v.13 no.4
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    • pp.7-15
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    • 2022
  • With the aim of an intelligent world in the age of individual customization through decentralization of information and technology, sharing/opening, and connection, we often see a tendency to cross expectations and concerns in the technological discourse and interest in artificial intelligence more than ever. Recently, it is easy to find claims by futurists that AI singularity will appear before and after 2045. Now, as part of preparations to create a paradigm of coexistence that coexists and prosper with AI in the coming age of artificial intelligence, a standard framework for setting up more correct AI ethics and regulations is required. This is because excluding the risk of omission of setting major guidelines and methods for evaluating reasonable and more reasonable guideline items and evaluation standards are increasingly becoming major research issues. In order to solve these research problems and at the same time to develop continuous experiences and learning effects on AI ethics and regulation setting, we collect guideline data on AI ethics and regulation of international organizations / countries / companies, and research and suggest ways to set up a standard framework (SF: Standard Framework) through a setting research model and text mining exploratory analysis. The results of this study can be contributed as basic prior research data for more advanced AI ethics and regulatory guidelines item setting and evaluation methods in the future.

A Comparative Analysis of Keywords in Astronomical Journals and Concepts in Secondary School Astronomy Curriculum (최근 천문학 연구 키워드와 천체 분야 교육과정 내용 요소 비교 분석)

  • Shin, Hyeonjeong;Kwon, Woojin;Ga, Seok-Hyun
    • Journal of The Korean Association For Science Education
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    • v.42 no.2
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    • pp.289-309
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    • 2022
  • In recent years, astronomy has been snowballing: including Higgs particle discovery, black hole imaging, extraterrestrial exploration, and deep space observation. Students are also largely interested in astronomy. The purpose of this study is to discover what needs to be improved in the current astronomy curriculum in light of recent scientists' researches and discoveries. We collected keywords from all papers published from 2011 to 2020 in four selected journals-ApJ, ApJL, A&A, and MNRAS- by R package to examine research trends. The curriculum contents were extracted by synthesizing the in-service teachers' coding results in the 2015 revised curriculum document of six subjects (Science, Integrated Science, Earth Science I, Earth Science II, Physics II, Convergence Science). The research results are as follows: first, keywords that appear steadily in astronomy are 'galaxies: formation, galaxy: active, star: formation, accretion, method: numerical.' Second, astronomy curriculum includes all areas except the 'High Energy Astrophysical Phenomena' area within the common science curriculum learned by all students. Third, it is necessary to review the placement of content elements by subject and grade and to consider introducing new concepts based on astronomy research keywords. This is an exploratory study to compare curriculum and the field of scientific research that forms the basis of the subject. We expect to provide implications for a future revision of the astronomy curriculum as a primary ground investigation.

An Empirical Study on the Success Factors of Digital Classical Music (클래식 음원의 흥행요인에 관한 실증적 연구)

  • Kim, Hye-Su;Jang, Yu-Jin;Limb, Seong-Joon
    • The Journal of the Korea Contents Association
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    • v.22 no.7
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    • pp.227-239
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    • 2022
  • This study conducted an exploratory empirical analysis on the factors affecting the performance of digital classical music based on signaling theory. For this purpose, using the classical weekly chart provided by the music platform Genie, 297 digital music sources that entered the top 100 chart from March 2020 to October 2020 (35 weeks). In this study, as signals that can influence consumers' choice to listen to classical nusic, we set an the artist's award history, artist's broadcast content linkage, taking the top spot in the first classical music chart entry, producing companies' competency, and the popularity of classical music repertoire. The effect of these signals on the chart success of digital classical music was verified subsequently. As a result of the verification, it was found that the artist's broadcast content linkage, taking the top spot in the first classical music chart entry, and the popularity of the classical music repertoire indeed had a positive effect on the chart success of a classical music. On the other hand, the artist's award history and the producing companies' competence did not significantly affect the chart success of digital classical music. This study is the first empirical study on the success factors of digital classical music performed from a business perspective, and is expected to contribute to subsequent studies related to classical music.

An Exploratory Study on the Preparation for the High School Credit System of the Home Economics Education Community through the Analysis of Operation Case of High School Credit System Research School (고교학점제 연구학교 운영 사례 분석을 통한 가정과 교육공동체의 고교학점제 준비 방안에 대한 탐색적 연구)

  • Han, Ju
    • Journal of Korean Home Economics Education Association
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    • v.33 no.2
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    • pp.1-25
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    • 2021
  • The purpose of this paper is to explore ways to prepare for the high school credit system in the home economics educational community through the case of high school credit system research school operation. To this end, the operation process of H high school in Gangwon-do, which operated a high school credit system in 2019, was monitored for 5 months, and surveys and interviews were conducted with students, parents, and teachers to determine the operation of the curriculum. Suggestions based on the case of H high school's operation of the high school credit system for home economics educational community are as follows. Home economics teachers should make active efforts to provide attractive and meaningful home economics lessons to their students by improving instruction and assessment, and implementing a variety of elective courses within the subject of home economics, including collaborative online curricula. Home economics teacher communities and related associations should build a solid network that connects local home economics subject research groups, share information related to curriculum operation, and use it as a channel for disseminating class research results. Home economics teacher training institutions should innovate the curriculum to help prospective teachers develop the ability to guide multiple classes in line with the changing teacher training policy, and develop and provide high-quality online and offline programs for field teacher re-education.