• Title/Summary/Keyword: Empirical relation

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Meta-Analysis on the Factors Influencing Job of Life-long Educators (평생교육담당자의 직무 관련 메타연구)

  • Kim, Hee-Dong;Kim, Jhong Yun
    • Journal of the Korea Convergence Society
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    • v.10 no.10
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    • pp.161-171
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    • 2019
  • This study aims the meta analysis based on the results of the empirical studies related to Job of life-long educators who are working in life-long education center, and the relationship between variables. In order to deliver this objective, articles published in domestic journals from December 2000 to April 2019 were collected, and total of 14 studies and 170 sub data were coded. With those data, the meta-analysis was executed by CMA(Comprehensive Meta Analysis) 3.0 program. The results of this meta-analysis study are as follows. First, the overall effect size associated with Job of life-long educators was 0.767, indicating between medium and large effect size. Second, the effect sizes of dependent variables that are influenced by job of life-long educators were Organization immersion, Job performance, Job satisfaction, and Job stress in order. Third, the effect size of Individual focus variables study was almost twice as big as that of mutual relation focus variables. The implications of this study were suggested based on the analysis results to provide the directivity about how we consider life-long educators related to their job.

A Study on the Effects of Corporate Philanthropic Activities on the intention to pay Price Premium and Continued Purchase Intention (기업의 사회공헌활동이 프리미엄가격 지불의도와 지속적 구매의도에 미치는 영향)

  • Kim, Hyun-Gyu;Jung, Seon-Mi
    • Management & Information Systems Review
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    • v.37 no.4
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    • pp.75-92
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    • 2018
  • The Purpose of this study was to verify that the corporate social contribution activity(eco-friendly product production, donation activity, volunteer activity, fair trade had a positive influence on the corporate credibility, the intention of price premium and the persistent purchase intention. And also this study examined the differences of corporate credibility and price premium according to consumer's gender. To accomplish the purpose of this paper, I performed literature review which relates to corporate social contribution activity, the corporate credibility, the price premium and the persistent purchase intention, and also performed empirical research. I produced questionnaire which investigates the relation between the factors which influence corporate social contribution activity, the corporate credibility, the price premium and the persistent purchase intention. SPSS 21.0 and Lisrel 8.7 were used to analyze the collected data and to identify the influence relationships. The findings of this paper are as follows: First, the corporate social contribution activity(eco-friendly product production, fair trade) did significant effect on the corporate credibility and the price premium. Second, the intention to pay premium price had affected the intention of persistent purchasing but corporate credibility had affected the intention of persistent purchasing through the intention to pay premium price. Third, the difference in preception of men and woman about the corporate social contribution activity. Among the corporate social contribution activity, women's perception of the relationship between volunteer activity and fair trade on corporate reliability was higher than that of men. Fourth, among the corporate social contribution activity, women's perception of the relationship between volunteer activity and donation activity on the intention of price premium was higher than that of men.

An Empirical Analysis on the Operating System Update Decision Factors according to Age and Gender (연령과 성별에 따른 운영체제 업데이트 실시여부 실증분석)

  • Kim, Sunok;Lee, Mina
    • Journal of the Korean Data Analysis Society
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    • v.20 no.6
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    • pp.3117-3126
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    • 2018
  • The operating system update is a basic step to maintain a safe internet use environment. This study analyzed whether the implementation of the operating system update was related to gender and age group during the violation accident prevention act in relation to information protection on the internet, and tried to verify the validity of these factors by analyzing the influence of gender and age group. In this study, logistic regression analysis was conducted based on the information security survey data surveyed by the Korea Internet & Security Agency in 2016. As a result, gender and age were surveyed as factors related to the implementation of operating system updates. As a result of analyzing the impact on the implementation of operating system updates by gender, it is estimated that the odds are 0.419 times higher for women than for men. According to the analysis of the operating system update by age group based on the 50s, which is a vulnerable group of information, the result is that the odds are 13.266 times higher in the 20s than the 50s.

The Influence of Open Innovation on Innovation Performance of SMEs : Estimation using the Three-step Least Squares method (개방형 혁신이 중소기업의 혁신성과에 미치는 영향 : 3단계 최소자승법을 이용한 추정)

  • Jeong, Myoung-Sun
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.145-152
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    • 2021
  • In this study, we have examined the effect of open innovation of SMEs on innovation performance of firms. Most studies do not consider internal generation in relation to open innovation and innovation performance.We conducted empirical studies to overcome this problem. The research was carried out by collecting data collected from 512 SMEs and the 3SLS method was used to minimize the internal generation. As a result, open innovation investment and use of external ideas among SMEs' open innovation have positively influenced project success and technical performance. But, the introduction of technology and cooperation with the research organization did not affect the innovation performance, which is presumed to be due to the fact that the open innovation of SMEs is limited to relatively inexpensive activities. Therefore, in order to promote open innovation of SMEs, it is necessary to provide support for relatively high-cost activities and to improve the innovation performance of enterprises. In order to reduce the difficulties of open innovation activities, domestic universities and research institutes should support the construction of enterprise networks and actively support the utilization of technology to expand innovation performance.

Hi, KIA! Classifying Emotional States from Wake-up Words Using Machine Learning (Hi, KIA! 기계 학습을 이용한 기동어 기반 감성 분류)

  • Kim, Taesu;Kim, Yeongwoo;Kim, Keunhyeong;Kim, Chul Min;Jun, Hyung Seok;Suk, Hyeon-Jeong
    • Science of Emotion and Sensibility
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    • v.24 no.1
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    • pp.91-104
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    • 2021
  • This study explored users' emotional states identified from the wake-up words -"Hi, KIA!"- using a machine learning algorithm considering the user interface of passenger cars' voice. We targeted four emotional states, namely, excited, angry, desperate, and neutral, and created a total of 12 emotional scenarios in the context of car driving. Nine college students participated and recorded sentences as guided in the visualized scenario. The wake-up words were extracted from whole sentences, resulting in two data sets. We used the soundgen package and svmRadial method of caret package in open source-based R code to collect acoustic features of the recorded voices and performed machine learning-based analysis to determine the predictability of the modeled algorithm. We compared the accuracy of wake-up words (60.19%: 22%~81%) with that of whole sentences (41.51%) for all nine participants in relation to the four emotional categories. Accuracy and sensitivity performance of individual differences were noticeable, while the selected features were relatively constant. This study provides empirical evidence regarding the potential application of the wake-up words in the practice of emotion-driven user experience in communication between users and the artificial intelligence system.

Labour Market Risk Shifts in 18 Post-industrial Economies: An Application of Fuzzy-set Ideal Type Approach (퍼지셋 이상형분석을 활용한 노동시장위험의 변화양상 분석: 후기산업사회 18개국 대상 비교연구)

  • Lee, Seung-yoon
    • 한국사회정책
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    • v.20 no.3
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    • pp.47-76
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    • 2013
  • The discussion of "new risks" in the field of social policy started to gain attention in the late 1990s and it is commonly argued that new risks are provoked by deindustrialization and/or globalization being more concentrated among the young, women and low skilled individuals. This study commences its inquiry with a conceptualization of labour market risk in an attempt to critically rethink the argument of new risk. A reevaluation of the concept is followed by an empirical investigation on the different types of risks and their changes by different degree. Eight-teen countries are selected in order to provide a comparative account to understand new risk. These are comparatively analyzed using the fuzzy-set ideal type approach to discover different types of social risks and to measure degrees of changes in relation to social risk. In sum, this paper aims to answer: what is new risk? and how do the characteristic of labour market risks differ in different post-industrial countries? The findings suggest that the types of risk are diverse and the speed or the directions of shift are also diverse.

The Determinants of Public Attitudes toward Welfare Spending in Korea: Focusing on Welfare Perceptions and the Quality of Government (복지태도의 결정요인 분석: 복지수준과 '정부의 질'에 대한 인식의 효과를 중심으로)

  • Lee, Jiho;Hwang, Ah Ran
    • 한국사회정책
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    • v.23 no.1
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    • pp.257-285
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    • 2016
  • The purpose of this paper is to examine the determinants of public attitudes toward welfare spending in relation with the perception of welfare level. Data from the national survey of 'the SSK Good Government Research Unit' are used to perform a logistic regression analysis of the association between welfare attitudes and government perceptions, political orientations, and socio-economic backgrounds. The most prominent finding is that the determinants of welfare attitudes differ markedly between the two different groups of welfare perception. The empirical results say that persons living in a corrupt government tend to prefer welfare spendings despite having low level of welfare, and persons living in a unjust government tend to prefer welfare expansion because welfare level must be low. Persons living in a government of great capacity tend to have positive attitudes to welfare spending despite having a high level of welfare, whereas persons living in a government of less capacity tend to have negative attitudes to welfare expansion because the level of welfare is too high beyond government capacity. This distinction between the two perceptions of welfare level provides a systemic understanding of public attitudes toward welfare spending.

Social TV User's Object Relations Theory Factors Effects of Interaction and Viewing Satisfaction on Psychological Well-being (소셜TV 이용자의 대상관계요인이 상호작용성과 시청만족을 통해 심리적안녕감에 미치는 영향)

  • Kim, Min-Gyu;Byeon, Benjamin;Kwon, Do-Soon
    • Journal of Convergence for Information Technology
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    • v.11 no.6
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    • pp.243-261
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    • 2021
  • Social TV users and content are increasing day by day. The main purpose was to study the motivation for social television users, but I felt the need to analyze the potential psychological impact of users in various content. This study analyzed the impact on psychological well-being due to the interaction and viewing satisfaction by the object relations theory factors of social TV user in Korea. A survey was conducted on students of N university, ordinary university, and ordinary people who have experience using social TV to prove the observations or experiments of empirical facts in this study. Research result, First, Nonalienation have been have a positive effect on interaction and viewing satisfaction. Second, stable attachment have been have a positive effect on interaction. Third, social competence have been have a positive effect on interaction. Fourth, interaction have been have a positive effect on viewing satisfaction and psychological well-being. Fifth viewing satisfaction have been have a positive effect on Psychological well-being. Through this, This will contribute to the development of subdivided content and user-customized services for social television, and it is necessary to reconfigure and study various events that may occur between users in the future.

The Impact of Opening Day Box Office Performance on a Movie's Final Box Office: Focusing on a Movie's Box Office Rank on an Opening Day (영화의 개봉일 흥행성과가 영화의 최종 흥행에 미치는 영향: 개봉일 흥행순위를 중심으로)

  • Choi, Sung-Hee
    • The Journal of the Korea Contents Association
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    • v.20 no.12
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    • pp.221-229
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    • 2020
  • This study aims to find out predictors of a movie's eventual box office, focusing on a movie's box office rank on an opening day. For an empirical analysis, I use data of 794 commercial movies released in the Korean theatrical exhibition market during the recent five years(2013~2017). The regression analysis shows that being box office number one on an opening day has statistically significant impact on a movie's final box office. A movie's quality, measured by audience's review, does not give significant impact on top1 movie's final success. Indexes such as increase of showing number on Sunday are strongly related to a movie's economic success. The additional analysis on box office number one movie on an opening day, totally 158 movies, finds that box office growth rate on a second week is strongly related to a movie's final success. Lastly, correlation coefficient of a movie's opening day box office and final box office does not show consistent growth when the coefficient is compared yearly. This study might have meaning in that it proposes new box office predictors and shows the relation of the indexes and a movie's final performance empirically.

Effect of Medical Symbols on Memory Focusing on fMRI Empirical Studies (의료 심볼이 기억에 미치는 영향)

  • Myung-Chul, Park;Jae-Sang, You;Dong-Hyun, Oh;Yong-Gwon, Kim;Seok-Hwan, Bae
    • Journal of the Korean Society of Radiology
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    • v.17 no.1
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    • pp.99-106
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    • 2023
  • This study measured the signal intensity (SI) of the hippocampus in relation to memory via fMRI analysis of 3 types of radiology symbols, 3 types of nuclear medicine symbols, and 3 types of oncology symbols among the most commonly employed medical symbols in hospitals. The following are the conclusions of the study. result of analyzing the SI values for symbol 1, symbol 2, and symbol 3 of the radiology, nuclear medicine, and oncology departments, symbol 3 had the highest SI value (1.72 ± 0.56) in radiology, symbol 2 had the highest SI value (1.69 ± 0.64) in nuclear medicine, and symbol 2 had the highest SI value (1.64 ± 0.63) in oncology. The overall mean of radiology, nuclear medicine, and oncology symbols was 1.62 ± 0.60 for nuclear medicine, 1.61 ± 0.59 for oncology, and 1.49 ± 0.49 for radiology. According to the overall SI measurement results, symbol 3 in radiology, symbol 2 in nuclear medicine, and symbol 2 in oncology were confirmed to have high SI values. If symbols with high SI values are used in a hospital, it is believed to be beneficial for navigating in any hospital.