• Title/Summary/Keyword: 콘텐츠 활용 분석

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An Analysis of Changes in Social Issues Related to Patient Safety Using Topic Modeling and Word Co-occurrence Analysis (토픽 모델링과 동시출현 단어 분석을 활용한 환자안전 관련 사회적 이슈의 변화)

  • Kim, Nari;Lee, Nam-Ju
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.92-104
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    • 2021
  • This study aims to analyze online news articles to identify social issues related to patient safety and compare the changes in these issues before and after the implementation of the Patient Safety Act. This study performed text mining through the R program, wherein 7,600 online news articles were collected from January 1, 2010, to March 5, 2020, and examined using keyword analysis, topic modeling, and word co-occurrence network analysis. A total of 2,609 keywords were categorized into 8 topics: "medical practice", "medical personnel", "infection and facilities", "comprehensive nursing service", "medicine and medical supplies", "system development and establishment for improvement", "Patient Safety Act" and "healthcare accreditation". The study revealed that keywords such as "patient safety awareness", "infection control" and "healthcare accreditation" appeared before the implementation of the Patient Safety Act. Meanwhile, keywords such as "patient safety culture". and "administration and injection" appeared after the act's implementation with improved ranking of importance pertaining to nursing-related terminology. Interest in patient safety has increased in the medical community as well as among the public. In particular, nursing plays an important role in improving patient safety. Therefore, the recognition of patient safety as a core competency of nursing and the persistent education of the public are vital and inevitable.

The Mediating Effect of Social Contribution Activities on the Relationship between Social Entrepreneurship and Organizational Performance (사회적기업가정신과 조직성과 간의 관계에서 사회공헌활동의 매개효과 검증)

  • Kim, Soo-jin;Kim, Nam-sook
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.771-782
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    • 2021
  • Social entrepreneurship plays a key role in organizational performance, and social contribution activities are related to organizational members' perception of social enterprise value and performance sharing. The purpose of this study is to verify the mediating effect of social contribution activities in the relationship between social entrepreneurship and organizational performance. For the study, a questionnaire survey was conducted on members of social enterprises, and data of 186 valid copies were used for statistical analysis. Statistical analysis used reliability of measurement variables, confirmatory factor analysis, correlation analysis, and mediating effect analysis. The results of the study are as follows. First, there was a significant correlation between social entrepreneurship, social contribution activities, and organizational performance. Second, social entrepreneurship has a significant correlation with organizational performance. Social purpose and initiative, sub-factors of social entrepreneurship, had a significant influence on organizational commitment. Third, social contribution activities showed a significant relationship with organizational performance. Fourth, in the relationship between social entrepreneurship and organizational performance, social contribution activities showed a partial mediating effect. This suggests that social contribution activities play an important role in improving the performance of social enterprises.

Effects of Job Stress on Turnover among Counselors in National Protection Agencies for the Elderly(NPAE): Focused on Mediated Effect of Working Environment (노인보호전문기관 상담원들의 직무스트레스가 이직의도에 미치는 영향: 업무환경의 매개효과를 중심으로)

  • Kim, Mincheol;Hur, Junsoo
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.384-397
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    • 2021
  • This study seeks to dertermine the influence and mediating effect of work environments among counselors at National Protection Agencies for Elderly(NPAE), who are conducting elderly abuse prevention service when domestic and facility abuse is augmenting due to social distancing as a result of COVID-19, on turnover intention. This study ultimately applied the analysis of 290 replies to surveys that were distributed to 306 workers at a total of 34 National Protection Agencies for Elderly(NPAE). The nationwide investigation was carrid out from 1st July until 30th July, 2020. SPSS 23.0 was used for the analysis and the Sobel-Test was conducted to verify the multiple regression analysis and significance. This was for the confirmation of descriptive statistics, correlation analysis and mediation effect so that the influence and relationships of variables could be verified. The results are as follows. First the job stress of counselors in the NPAE had a positive effect on turnover intention. Second, the work environment of the NPAE was found to have a negative influence on turnover intention. Third, the work environment played a significant partially mediating role in the relation between the job stress and turnover intention among the counselors. Based on such research results, policy and practical implications to reduce the stress, improve the work environment and reduce turnover of counselors in the NPAE were presented.

The Effect of Family Poverty on the School Adjustment of Multi-cultural Adolescents (다문화 청소년의 학교적응에 가구 빈곤이 미치는 영향)

  • Goo, Ja-Min;Yoon, Hee-Sun;Lee, Sang-Rok
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.794-807
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    • 2021
  • The purpose of this study is to examine the effect of family poverty on the school adjustment of multi-cultural adolescents in Korea. For this purpose, the 7th data of Multi-cultural Adolescents Panel Study(MAPS) was used and the OLS multiple regression models ware applied. to the analyses. From the result of the OLS model analyses, we found out that family poverty affect significantly on the school adjustment of multi-cultural adolescents. Especially, family poverty has the significant negative(-) effects on academic achievement and friend relationships. These results of this study show that family poverty is an important factor influencing the school adjustment of multi-cultural adolescents. And they confirm that family poverty during period of the adolescent has an important meaning and influence on the aspect of school adjustment as to the multi-cultural adolescents. Implications of this study may be that policy attentions are necessary to not only multi-cultural characteristics but also family background such as poverty in oder to improve the school adjustment of the multi-cultural adolescents. In addition, results of this study suggest that more special support and interventions are requested to the multi-cultural adolescents from poverty families who are suffering dual difficulties such as multi-cultural problems and poverty problem.

Structural Relationship Analysis between Tourists' Time Perception, Perceived Satisfaction and Behavioral Intention of Nostalgic Urban Regeneration Tourist Destination (감성적 도시재생관광지 관광자의 시간관과 지각된 만족, 행동의도 간의 구조관계 분석)

  • Lee, Jae-Dal
    • Land and Housing Review
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    • v.13 no.1
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    • pp.23-38
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    • 2022
  • As city tourism has recently been evaluated as a major indicator of urban competitiveness, strengthening the role of cities as tourist destinations has received more attention. However, industrialization and urbanization of many cities lead to population decline, extinction of traditional industries, and deterioration of living environments, weakening urban functions and competitiveness. Thus, it is essential for declining cities to build a measure to restore urban competitiveness by enhancing urban functions. Accordingly, this study focused on socio-cultural urban regeneration by exploring physical spaces for tourism destinations in declining cities. Different from general tourist destinations, tourism destinations of urban regeneration have a temporal perspective covering the past, present, and future. How does the temporal perspective of urban regeneration tourist destinations affect tourists' satisfaction and behavioral intention? In order to address these questions, this study conducts an empirical analysis based on structural equation modeling (SEM) using the sample of tourists who have visited urban regeneration tourism destinations. With SEM, this paper investigates structural relationships across variables by testing the hypothesis established in the proposed research model. The results show that precious memories of the past are the most important factor for tourists to visit urban regeneration tourist destinations. The empirical findings of this study will contribute to the research areas of urban tourism, urban regeneration tourism, and urban regeneration tourism destinations. In addition, this study can provide practical implications to develop socio-cultural contents of urban regeneration areas as tourism resources to establish plans for urban regeneration projects and achieve sustainable development strategies.

Analysis of Use Behavior of Urban Park Users Expressing Depression on Social Media Using Text Mining Technique (텍스트 마이닝 기법을 활용한 SNS 상에서 우울감을 언급한 도시공원 이용자의 이용행태 분석)

  • Oh, Jiyeon;Nam, Seongwoo;Lee, Peter Sang-Hoon
    • The Journal of the Korea Contents Association
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    • v.22 no.6
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    • pp.319-328
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    • 2022
  • The purpose of this study was to investigate the relationship between depression due to the COVID-19 pandemic and park use behaviors using on line posts. During the period of the pandemic prevention activities, text data containing both 'park' and 'depression' were collected from blogs and cafes in the search engine of Naver and Daum, then analyzed using Text Mining and Social Network techniques. As a result, the main usage behaviors of park users who mentioned depression were 'look', 'stroll(walk)' and 'eat'. Other types of behaviors were connected centering around 'look', one of the communication behaviors. Also, from CONCOR analysis, as the cluster referred from communication behavior and dynamic behavior was formed as a single behavior type, it was considered park users with depression perceived the park as the space for communication and physical activities. As the spread of COVID-19 caused the restriction of communication activities, the users might consider parks as one of the solutions. In addition, it was considered that passive usage behaviors have prevailed rather than active ones due to the depression. Resulting outcomes would be useful to plan helpful urban park for citizens. It is necessary to further analyze the park use behavior of users in relation to the period of before/after the COVID-19 pandemic and the existence/nonexistence of depression.

A Study on Innovation Capability and Business Performance: Multi-Group Analysis by Company Location (혁신역량과 경영성과에 관한 연구: 기업 소재지별 다중집단분석)

  • Choi, Kyu-Sun
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.703-722
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    • 2022
  • The concentration of local businesses in the capital region promotes a decrease in the local population and polarization between the capital region and non-capital regions. It affects the competitiveness of local industries and creates a vicious cycle throughout the local economy, society and culture. Therefore, this study classified the companies in the capital region and non-capital regions by group and examined the effect of the innovation capability factors of companies on the creation of business performance. We analyzed the effects of R&D capabilities, which are elements of innovation capability, and open innovation and convergence capabilities on business performance. Smart PLS 3.0 was used for analysis including direct and indirect mediating and moderating effects, multi-group analysis, and structural equation model analysis. As a result, R&D capability did not have a significant effect on business performance, but it has a positive influence towards business performance through convergence capability and open innovation. However, the effectiveness of open innovation in non-capital regions and convergence capabilities in capital region were not statistically significant. In particular, in terms of open innovation, as the difference between groups is statistically clear, follow-up measures are suggested especially in non-capital regions.

Analysis of Research Trends in Tax Compliance using Topic Modeling (토픽모델링을 활용한 조세순응 연구 동향 분석)

  • Kang, Min-Jo;Baek, Pyoung-Gu
    • The Journal of the Korea Contents Association
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    • v.22 no.1
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    • pp.99-115
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    • 2022
  • In this study, domestic academic journal papers on tax compliance, tax consciousness, and faithful tax payment (hereinafter referred to as "tax compliance") were comprehensively analyzed from an interdisciplinary perspective as a representative research topic in the field of tax science. To achieve the research purpose, topic modeling technique was applied as part of text mining. In the flow of data collection-keyword preprocessing-topic model analysis, potential research topics were presented from tax compliance related keywords registered by the researcher in a total of 347 papers. The results of this study can be summarized as follows. First, in the keyword analysis, keywords such as tax investigation, tax avoidance, and honest tax reporting system were included in the top 5 keywords based on simple term-frequency, and in the TF-IDF value considering the relative importance of keywords, they were also included in the top 5 keywords. On the other hand, the keyword, tax evasion, was included in the top keyword based on the TF-IDF value, whereas it was not highlighted in the simple term-frequency. Second, eight potential research topics were derived through topic modeling. The topics covered are (1) tax fairness and suppression of tax offenses, (2) the ideology of the tax law and the validity of tax policies, (3) the principle of substance over form and guarantee of tax receivables (4) tax compliance costs and tax administration services, (5) the tax returns self- assessment system and tax experts, (6) tax climate and strategic tax behavior, (7) multifaceted tax behavior and differential compliance intentions, (8) tax information system and tax resource management. The research comprehensively looked at the various perspectives on the tax compliance from an interdisciplinary perspective, thereby comprehensively grasping past research trends on tax compliance and suggesting the direction of future research.

A Study on the Subjectivity of the Restaurant O2O Service Operation Behavior according to the Corona Pandemic (코로나 팬데믹에 따른 레스토랑O2O서비스 운영 행태에 관한 주관성 연구)

  • Jeon, Mi-Hyang;Kim, Ho-Seok
    • The Journal of the Korea Contents Association
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    • v.21 no.7
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    • pp.340-350
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    • 2021
  • This study was conducted by utilizing the Q research method, which is one of the qualitative analysis methods that can approach the in-depth and essential meaning of consumers' restaurant O2O service operation behavior. The purpose of this study is to classify the behavior of restaurant O2O services by type, to find out the characteristics of variables, and to suggest future improvement directions. An exploratory study was conducted using the Q-methodology to analyze the subjective perception of the restaurant O2O service behavior. To this end, positive and negative statement cards were prepared, P samples were selected, and Q-sort, which was subjected to classification, was analyzed using the PC QUANL program and Q factor analysis. As a result of the analysis, it was classified into three single types. Type 1 【(N= 7: Restaurant O2O Service Convenience Syndrome Type】, Type 2 【(N= 7): Restaurant O2O Service Benefit Pursuit Type】, Type 3 【(N= 6): Restaurant O2O Service Convenience Type】 The name of the factor was set as [Type], and it was found that each type has different characteristics. Through this analysis, the marketing strategy according to each factor detected is presented, and the point of supplementing the restaurant's O2O service and the direction of future operation. services in future studies.

Relationship between Mental Health Counseling and Depression Prevalence in the Korean Adult Population (한국 성인 인구집단의 정신건강 상담과 우울증 유병과의 관계)

  • Kim, Sang-Dol
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.416-423
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    • 2022
  • This study was a secondary data analysis study to determine the relationship between mental health counseling and the current prevalence of depression in the Korean adult population. Data were extracted from raw data of the 7th 3rd year (2018) of the National Health and Nutrition Examination Survey (NHANES) conducted by the Korea Centers for Disease Control and Prevention. The subjects of this study were 6,238 adults aged 19 years or older who participated in the NHANES conducted from January to December 2018. The collected data were analyzed by frequency analysis and logistic regression analysis of the complex sample by the SPSS/WIN 27.0 version program. The mental health counseling statistically significant associated with variables such as sex, marital status, economic activities, and family income level, respectively (p<0.05). The prevalence of depression statistically significant associated with age group (p<0.0001). The odds-ratio of current prevalence of depression was 5.09 times (OR, 5.085; p<0.0001) lower in subjects who had undergone mental health counseling for the past year compared to subjects who did not. These findings could be useful as evidence-based data for the prevention and management of depression by predicting the vulnerable factors for mental health in the Korean adult population.