• Title/Summary/Keyword: Exploratory Analysis

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The Effect of the Appreciation of Artwork in the Workplace on Creativity (업무공간에서의 미술품 감상이 직장인의 창의성에 미치는 영향)

  • Bae, Ji Hye;Lee, Seung Hyun;Wang, Yeun Ju;Kim, Sun Young
    • Korean Association of Arts Management
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    • no.54
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    • pp.33-57
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    • 2020
  • This study aimed to empirically analyze the effect of the appreciation of artwork in the workplace on creativity. To this end, two virtual workspace images with and without artwork were created, and an online survey was conducted with office workers. A regression analysis was performed on the results to investigate whether and how much the appreciation and recognition of artwork was effective for the creativity. As a result, among the factors of recognition according to the appreciation of artwork, "intellectual development" and "thinking" showed positive effects on the five sub-factors of creativity at work, such as original flexibility, alternative problem-solving skills, pursuit of adventure and freedom, individual independence, and exploratory immersion. Unlike most previous studies, however, "understanding" had a negative effect on original flexibility. In conclusion, it was found that some of the factors of the appreciation and recognition of artwork had a positive effect on creativity at work. This study provides implications that the appreciation of artwork in the workplace is effective for improving creativity at work and that it is important for each company to develop a streamlined approach based on its goal of pursuing a creative environment. In addition, it is expected that this study will contribute to the widespread use of artwork sharing services at workplaces as well as encouraging more empirical studies to be done on the effect of the services.

A Study of Online Ticket Resale Restrictions in the Korean Live Music Industry (온라인 티켓 재판매 규제에 관한 연구 - 국내 공연산업을 중심으로 -)

  • Yoo, Jiyun
    • Korean Association of Arts Management
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    • no.59
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    • pp.101-141
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    • 2021
  • Recently the concerns on online ticket resale have been globally soared. Numerous countries have dealt with problems about online ticket tout and resale platforms in various ways in spite of differences of scope and method on restrictions. However, in contrast with the worldwide concerns and actions, Korea has been relatively slow to take any action against regulating online ticket resale issues, and any legislation has not been made. At the end of 2020, a revised Performance Act was passed and enforced from June, 2021. With the enforcement of the bill, this study aims to provide an exploratory analysis to present current situation related to online secondary ticket resale policy in Korea. It examined how US and England have coped with legislation for online ticket resale. And then it attempted to illuminate the current situation of legislation and restrictions on online secondary ticket market in Korea and examined the effectiveness of the revised Act. Finally, this study suggested that there should be prompt consideration and actions to carry out related policies for establishing stable market ecosystem and providing fair opportunities to consumers.

An Exploratory Study on the Applicability of Semantic Web Technology in the Process of Using Culture and Arts Materials (문화예술자료의 활용 체계에서 시맨틱 웹 기술 적용에 관한 탐색적 연구)

  • Im, Youngsook;Yim, Haksoon
    • Korean Association of Arts Management
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    • no.58
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    • pp.205-239
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    • 2021
  • This study explores the importance of semantic web-based network construction in art data archiving, as well as its meaning and value in the context of arts management along with its potential for future application. The study focuses on oral history obtained from the Arko Arts Archives that contained records of the lives and artistic views of early artists. In this study, the possibility of applying semantic web-based technology to materials concerning culture and the arts was discussed in five aspects based on the results of the case analysis. First, checking the relationship and discovering hidden artists are possible by revealing relationships between characters. Second, understanding and studying society and culture at a given time is possible by interpreting the contextual meaning of information. Third, art exploration can be done broadly and deeply, encompassing various genres from the perspective of the consumer. Fourth, through art construction, history can be reconstructed using a new and rich method. Fifth, expanding the scope beyond the boundaries of art is possible through convergence and collaboration of programs that handle big data. The network data can be used in various methods, such as art history research, art planning, and creation, throughout the art ecosystem. The results of the study suggest that digitizing a large quantity of data concerning culture and the arts is meaningful in arts management as well as identifying and analyzing the relationship network among data clusters using semantic web-based technology.

Exploratory Research on the Success Factors of YouTube Music Cover Channel Based on the Post Acceptance Model(PAM) and Flow Theory (후기기술수용모형(PAM)과 플로우(Flow)이론을 기반으로 한 유튜브 커버음악 채널의 성공 요인에 대한 탐색적 연구)

  • Lee, Jin-Hyung;Chae, Myung-Sin;Jang, Jun-Geun
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.6
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    • pp.91-107
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    • 2020
  • The purpose of this study is to explore quantitatively the success factors of YouTube's music cover channel. Along the process, constructing and testing the measurement for music cover channel's characteristics. The research constructed the measurement items based on results of qualitative studies. To perform the purposes the study suggest a research model which integrated the Post Acceptance Model with five music cover channel's characteristics based on the recent case studies. The five characteristics were contents, video, creator, interactivity, and publicity. The characteristics were integrated with Post Acceptance Model. After testing reliability and validity the research model was revised then, the research hypothesis was tested. The research results show: first, it was found that the content characteristics did not meet the expected value of users. Second, among the five factors of channel characteristics presented in creator's characteristics have the largest effect on user's value perception Third, in the factor analysis process, the content factor and the video were loaded on the same factor thus integrated as one factor. Fourth, satisfaction and intention for continual usage were also loaded on the same factor thus integrated as one factor. The research results suggest that music cover channel operators need to enhance the creator's attraction, communication with user, and publicity in various ways.

Effects on lifestyle and life satisfaction of active Senior's mobile app usage level (액티브 시니어의 모바일 앱 사용 수준이 라이프스타일과 삶의 만족도에 미치는 영향)

  • Huh, Wonwhoil;Choi, Jeongil
    • Journal of the Korea Convergence Society
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    • v.13 no.5
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    • pp.229-236
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    • 2022
  • The goal of this research is to understand the extent to which active seniors' mobile app usage level affects their lifestyle and life satisfaction. For this, we surveyed for 15 days in early December 2021 targeting about 150 users nationwide. As the questionnaire content, the independent variable was "mobile app usage level", the parameter was "lifestyle", and the dependent variable was "life satisfaction". As a result of empirical analysis, reliability and exploratory factors between each variable were verified, and it was confirmed that internal consistency was secured. It was investigated that the concentration validity of each item was generally well confirmed. As a result of hypothesis testing by the structural equation, 'App usage level ⇨ Lifestyle' was 0.244, 'Lifestyle ⇨ Life satisfaction' 0.707, and 'App usage level ⇨ Life satisfaction 0.141' was adopted. This study shows that the higher the level of mobile app usage of active seniors, the higher the lifestyle. Also, the better the lifestyle, the better the quality of life. It is analyzed that life satisfaction will improve as the level of mobile app use increases. Therefore, in order to improve life satisfaction, it seems necessary to increase the level of app use and lifestyle.

A Method of Machine Learning-based Defective Health Functional Food Detection System for Efficient Inspection of Imported Food (효율적 수입식품 검사를 위한 머신러닝 기반 부적합 건강기능식품 탐지 방법)

  • Lee, Kyoungsu;Bak, Yerin;Shin, Yoonjong;Sohn, Kwonsang;Kwon, Ohbyung
    • Journal of Intelligence and Information Systems
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    • v.28 no.3
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    • pp.139-159
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    • 2022
  • As interest in health functional foods has increased since COVID-19, the importance of imported food safety inspections is growing. However, in contrast to the annual increase in imports of health functional foods, the budget and manpower required for inspections for import and export are reaching their limit. Hence, the purpose of this study is to propose a machine learning model that efficiently detects unsuitable food suitable for the characteristics of data possessed by government offices on imported food. First, the components of food import/export inspections data that affect the judgment of nonconformity were examined and derived variables were newly created. Second, in order to select features for the machine learning, class imbalance and nonlinearity were considered when performing exploratory analysis on imported food-related data. Third, we try to compare the performance and interpretability of each model by applying various machine learning techniques. In particular, the ensemble model was the best, and it was confirmed that the derived variables and models proposed in this study can be helpful to the system used in import/export inspections.

A Exploratory Study on the Influential Factors of Resilience in Female High School Students (여고생의 회복탄력성 영향요인에 대한 탐색적 연구)

  • Hwang, Ran Hee
    • Journal of the Korea Convergence Society
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    • v.13 no.5
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    • pp.425-433
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    • 2022
  • This purpose of this study was to survey state-anxiety, depression and resilience in female high school students and to identify factors influencing resilience. Data were collected 177 female high school students. Data were analyzed using ANOVA, t-test, Scheffe's test, Stepwise Regression Analysis, Pearson's correlation coefficient. The mean score of state-anxiety was 39.56±11.37. There was statistically significant difference in state-anxiety on variable such as academic achievement, satisfaction of school life, parental rearing attitudes, satisfaction of family life. The mean score of depression was 7.53±8.52. There were statistically significant difference in depression on variables such as relationship with school fellow, satisfaction of school life, parental rearing attitudes, satisfaction of family life. The mean score of resilience was 98.36±17.76. There was statistically significant difference in resilience on variables such as academic achievement, parental rearing attitudes, Resilience was negatively correlated with state-anxiety. Resilience was negatively correlated with depression. Self-esteem was positively correlated with depression. Factor influencing resilience were state-anxiety, high academic achievement, which explained 49.6%. Findings provide useful information for further studies in female high school students. Further research with careful sampling will be needed to enhance the resilience of male and female high school students,

An Exploratory Case Study of a Successful Online Start-up Fashion Shopping Store: Focusing on the Entrepreneurial Process of a Soho Shopping Mall (온라인 패션쇼핑몰의 성공적 창업에 대한 탐색적 사례연구: 소호쇼핑몰의 기업가적 과정을 중심으로)

  • Son, Mi Young
    • Science of Emotion and Sensibility
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    • v.25 no.3
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    • pp.91-106
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    • 2022
  • This study targets four Soho fashion shopping malls that are operating successfully in the online fashion market. This study analyzed the entrepreneurship process by dividing it into three stages. The results of the case study are as follows. In the case of Company S, the founder, who had little work experience, started an e-commerce business with a sense of fashion and entrepreneurship. It is a contemporary, casual brand with competitive prices, design power, and diverse product assortment, and the business performance was achieved through data management and analysis and the diversification of distribution channels. In the case of Company B, the founder, who had little work experience, started a manufacturing and e-commerce business by leveraging their SNS network capabilities and entrepreneurial spirit. It is a contemporary fashion brand with product competitiveness of specific items and start-up characteristics, and performance was achieved through the establishment of brand identity and market expansion. Third, Company M and Company C are examples of Soho fashion shopping malls where the founders with more extensive work experience at the time of founding their respective start-ups focused on brand recognition as their core competitiveness. In the case of Company M, the apparel brand was launched with a wealth of experience and design spirit. It is a fashion designer brand that stands out for its sensibility, and the owner has achieved performance through various entrepreneurial activities that broaden the corporate horizon. Company C is a manufacturing and e-commerce brand that was started with design capabilities and an entrepreneurial spirit. It is a luxury fashion brand that focuses on emotional expression, and the outcomes, such as brand recognition and sales, were achieved through active customer management. The results of this study can be used as basic data in education for and research of Soho shopping malls and the prospective founders.

Development and Validation of the Social media Anxiety and Anger Contagion Scale (소셜 미디어 불안과 분노 전염 척도의 개발 및 타당화)

  • Taeho, Moon;Wonyoung, Song
    • Korean Journal of Culture and Social Issue
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    • v.28 no.4
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    • pp.717-748
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    • 2022
  • This study was conducted to develop and validate the social media anxiety and anger scale(SAACS), which measures emotions, especially anxiety and anger that can be contagioned to individuals, through posts and comments on social conflicts in social media. A literature search was conducted on social conflicts in social media, 12 factors(anxiety and anger about gender, crime, generation, wealth gap, politics, region) were selected. Then questions were developed after looking into previous literature and reviewing community posts and comments, and 105 preliminary questions were selected. Following the results of exploratory and confirmatory factor analysis for people aged 20 to 39 age group, SAACS was revised to 12 factors(anxiety and anger about gender, crime, generation, wealth gap, politics, and region) and 48 questions. When verifying the validity, the SAACS had a significant level of correlation with the SNS addiction tendency scale, Rosenberg self-esteem scale, Korean aggression questionnaire(K-AQ), and the state-trait anxiety inventory(STAI-X). SAACS showed no significant correlation with Korean emotional contagion scale(K-ECS). Finally, based on the results, the implications of this study and suggestions for future studies were discussed.

Development and Validation of the Scale of Care Competence for Adolescent (청소년 돌봄역량 측정도구의 개발 및 타당화)

  • Lee, Jisun;Choi, Saeeun
    • Journal of Korean Home Economics Education Association
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    • v.35 no.2
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    • pp.111-132
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    • 2023
  • The objective of this research is to conceptualize care competences for adolescents and to develop a valid measurement tool based on this conceptualization. The primary aim is to establish a solid foundation for effective communication in teaching care competences within the domain of home economics education. To achieve this, a comprehensive review of relevant literature and previous studies was conducted, and consultations with experts were undertaken to assess content and criterion-related validity. Furthermore, exploratory and confirmatory factor analyses were performed. The findings from these analyses resulted in a set of 34 items, which were categorized into five distinctive factors representing care competences in adolescents. These factors encompassed four items of care thinking, seven items of care emotion, six items of care behavior, seven items of self-care and ten items of community-care. Additionally, a reliability analysis was performed on the model, confirming the stability and consistency of the five factor structure and the 34 item scale, which assess care competences in adolescents.