• Title/Summary/Keyword: 위계적 회귀

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The Role of Confidence in Government in Acceptance Intention towards Artificial Intelligence (인공지능 수용의도에서 정부신뢰의 역할)

  • Hwang, SeoI;Nam, YoungJa
    • Journal of Digital Convergence
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    • v.18 no.8
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    • pp.217-224
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    • 2020
  • The purpose of this study is to discuss implications for government policy aimed at increasing public's intention to accept AI. Knowledge regarding AI and feelings regarding AI were found to influence acceptance to intention towards AI. Hierarchical regression analysis was then conducted to explore the moderation effect of confidence in government on knowledge and feelings regarding AI. Results showed that as advanced knowledge regarding AI has a positive influence on acceptance intention towards AI and negative feelings regarding AI has a negative influence on acceptance intention towards AI. Feelings regarding AI had the highest impact on acceptance intention towards AI, followed by confidence in government and knowledge regarding AI. Results also revealed that a high level of confidence in government regulations was associated with greater acceptance intention towards AI and a low level of confidence in government regulations acceptance intention towards AI was more influenced by feelings regarding AI than by knowledge regarding AI. Furthermore, religion had a significant influence on acceptance intention towards AI, which provides one insightful direction for future research.

An Analysis of Factors Affecting the Life Satisfaction of School Students in Covid-19 : Focusing on School, Home, Daily Stress (코로나19 상황에서 초·중·고 학생의 삶의 만족도에 영향을 미치는 요인 분석 : 학교생활, 가정생활, 일상적 스트레스를 중심으로)

  • Lee, Ki-Eon;Choi, Sung-Kwang
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.3
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    • pp.171-182
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    • 2021
  • This study analyzed the factors influencing the satisfaction of school students in Covid-19. The subjects of the study were surveyed in all 5th-6th grade of elementary school students, 1st-3rd grade of middle school, and 1st and 2nd grade of high school students in G metropolitan city. A total of 13,672 students participated in the survey, of which 13,613 were used for final data analysis. A hierarchical regression analysis of factors affecting students' life satisfaction showed that 22.2% of school life factors, 4.7% of home life factors, and 10.7% of daily stressors. The most influential factor in Covid-19 was home life satisfaction. Next was appearance stress for elementary school students and academic stress for middle and high school students. This can be seen as a result of Covid-19, which increased non-face-to-face classes and increased time for students to spend at home, which led to a greater impact on students' satisfaction in life. Nevertheless, middle and high school students can still see that academic stress has a significant impact on life satisfaction. Through this, it is necessary to support students to facilitate relationships, communication, studies, and leisure at home in the context of Corona 19. Especially, various educational policies must be accompanied so that the educational gap due to non-face-to-face classes does not deepen depending on the family environment.

A Convergence Study on the Meaningful Activity Experience of the Elderly (노인의 의미 있는 활동에 관한 융합 연구)

  • Hwang, Hey-Jeong;Kang, Kyung-hee;Kim, Doo-Ree;Chang, Kyung-Hee;Kim, Kwang-Hwan
    • Journal of the Korea Convergence Society
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    • v.13 no.5
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    • pp.45-52
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    • 2022
  • The purpose of this study, a self-written questionnaire was conducted on 110 people aged 65 or older to analyze the factors of meaningful activities in elderly. As a research methods were student t-test and one-way ANOVA were conducted using the SPSS statistical program, and hierarchical regression analysis was performed to identify factors affecting meaningful activities of the elderly. As a result of the study, the highest score was 3.95±0.64 in "I think my work (activity) with my family is rewarding." As a result of hierarchical regression analysis, the factors affecting the meaningful activities of the elderly were 'resident' in both stages 1(β=-.308, p=.002), 2(β=-.330, p=<.001), and 3(β=-.281, p=<.001), and 'age(β=-.215, p=.026)' in the second stage, indicating that the factors affecting the meaningful activities of the elderly were 'resident' and 'age'. In conclusion, it's necessary to develop and apply a systematic program that prioritizes conversation and communication while working with families for the younger elderly(65-74). In the future, it will be necessary to systematically apply various programs for meaningful activities in old age.

A Study of Factors Influencing on Watching Personal Game Webcasting (1인 게임방송 시청에 영향을 미치는 요인에 관한 연구)

  • Choe, Min-Ji;Park, Jeong-Min;Noh, Ghee-Young
    • Journal of Korea Game Society
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    • v.16 no.6
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    • pp.39-48
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    • 2016
  • This study intended to find out the influence of media usage motivations including Wishful Identification toward BJ, Entertainment, Passing Time, Information Seeking on watching personal game webcasting, based on Use & Gratification Theory. We conducted a survey of 395 audiences who had experienced in watching personal game webcasting and analyzed collected data using hierarchical regression analysis. First, we put and analyzed demographic factors of audiences in model 1. After that, we added media usage motivations in model 2. As a result of the study, gender and age in model 1 and age, Wishful Identification and Entertainment in model 2 are found to have a significant influence on watching personal game webcasting respectively.

The Relationship between Organizational Culture, Job Characteristics and Job Continuance among Police Officers (경찰공무원의 조직문화와 직무특성 및 직무지속의지의 관계)

  • Kim, Chan sun;Park, Young Man
    • Convergence Security Journal
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    • v.14 no.6_2
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    • pp.63-72
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    • 2014
  • The purpose of this study is to investigate the relationship between organizational culture, job characteristics and job continuance will among police officers. This study targets the police officers dispatched in the Seoul metropolitan area in 2012, and it uses judgment sampling method to analyze 187 samples. This study conducted the statistical analysis, including frequency analysis, factor analysis, reliability analysis and multiple regression analysis, by using SPSS WIN 18.0. The result is as follows. First, the organizational culture among police officers has effects on job characteristics. That is, the feedback increases as the organizational culture becomes more mutual development- or agreement-oriented, or as it becomes more hierarchical; on the other hand, the job importance increases as more hierarchical and rational a culture becomes. Also, self-determination increases as an organization becomes more mutual development- or agreement-oriented. Second, the organizational culture among police officers has effects on the job continuance will. That is, the expected satisfaction increases but intentional insincerity decreases as the organizational culture becomes more mutual development- or agreement-oriented. Also, risk-perceiving behavior increases as an organizational culture becomes more hierarchical. Third, police officers' job characteristics have effects on the job continuance will. That is, the feedback and job importance increases the expected satisfaction while reducing functional diversity. The feedback also reduces the contraction factor. The job importance increases intentional insincerity while reducing functional diversity. The functional diversity not only increase alternative expectation but also increases risk-perceiving factors.

The Mediating Effects of Emotional Dysregulation on the Relationship between Self-esteem and Aggresssion (자존감과 공격성의 관계에서 정서조절곤란의 매개효과)

  • Goh, Jinkyung
    • The Journal of the Korea Contents Association
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    • v.17 no.11
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    • pp.290-302
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    • 2017
  • The purpose of this study was to explore the mediating effect of emotional dysregulation on the relationship between the specific domains of self-esteem and aggression. Three questionnaire were administered to 287 individuals and the multiple regression analyses and Baron and Kenny's hierarchical regression analyses were used. The result shows that social and objective ability and positive character had significant influence on aggression, while impulse control difficulties, lack of emotional clarity and limited access to emotion regulation strategies largely contributed to aggression. Moreover, emotional dysregulation functioned as a significant mediator variable for explaining the link between self-esteem and aggression. Impulse control difficulties have fully mediated positive personality and hostility, limited access to emotion regulation has partially mediated social and objective ability and hostility, respectively.

Effect of Perceived Risk on Chinese Street Foods of Korean Tourists on Eating Intention: Focusing on Moderator Effect of Food Neophobia (한국 관광객의 중국 길거리 음식에 대한 식품위험지각이 시식의도에 미치는 영향: 푸드네오포비아의 조절효과 중심으로)

  • Ha, Heon-Su
    • Culinary science and hospitality research
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    • v.22 no.7
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    • pp.253-266
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    • 2016
  • The purpose of this study is to investigate how perceived risk of Chinese street foods affect on eating intention and verify the moderator effect of food neophobia between them. To test study hypotheses, we apply a logistic regression analysis and a hierarchical logistic regression analysis. The findings and implications can be summarized as follows. First, Korean tourist perceived hygienic risk on Chinese street foods most highly, followed health risk, social/psychological risk. Second, while perceived health or social/psychological risk on Chinese street foods has s significant and negative effect on eating intention, but perceived hygienic risk has no significant effect. Third, there is a evidence to support moderating effect between perceived hygienic risk and eating intention of Chinese street foods.

The Effects of Family Conflict, Social Support and Self-Esteem on Life Satisfaction of the Aged (가족갈등, 사회적지지 및 자아존중감이 노인의 생활만족도에 미치는 영향)

  • Kim, Yi-cheol;Paik, Jina
    • Journal of Digital Convergence
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    • v.14 no.7
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    • pp.279-287
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    • 2016
  • This study aims to examine the effect of family conflict, social support, and self-esteem on alife satisfaction of the aged. For the study, the subjects(n=296) obtained from the Korea Welfare Panel Survey were analyzed by utilizing the correlation analysis and hierarchical regression analysis. The results founded from data analysis are as follows: First, while family conflict influenced negatively life satisfaction of the aged, social support and self-esteem had a positive effect on it. Second, self-esteem was shown to have the highest effect among other independent variables on life satisfaction of the aged. The results showed that family conflict, social support and self-esteem were the important factors which played the significant role in the change of life satisfaction of the aged. On the basis of the findings, the need and policy support to enhance social support/self-esteem and to weaken family conflict were suggested.

Effects of Online Game Users' Need for Affect and Social Norms on their Attitude and Flow Experience (온라인 게임 이용자의 감정욕구와 사회규범 인식이 게임에 대한 태도 및 몰입에 미치는 영향)

  • Kang, Naewon
    • Journal of Korea Game Society
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    • v.20 no.4
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    • pp.21-32
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    • 2020
  • The study took online game users' need for affect (approach/avoidance) and social norms (subjective/descriptive) into account and examined how these variables affected their attitude (utilitarian/hedonic) toward online games and their flow experience. Results from the hierarchical multiple regression analysis showed that, game users' approach affect and subjective norm had significant impacts on their utilitarian attitude, while their approach/avoidance affect and subjective norm had on their hedonic attitude toward onine games. Plus, the avoidance affect, subjective norm, and utilitarian/hedonic attitudes of game users had significant impacts on their flow experience.

Effects of Shopping Motivation Factors on Customer Satisfaction: Focusing on the Companion Animal Online Shopping Mall (쇼핑동기요인이 고객만족에 미치는 영향: 반려동물 온라인 쇼핑몰을 중심으로)

  • Won, Jong-Hoon;Lee, Joo-Heon
    • The Journal of the Korea Contents Association
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    • v.21 no.8
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    • pp.466-477
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    • 2021
  • The purpose of this study is, for the first time in Korea, to examine the effects of companion animal online shopping motivation factors on customer satisfaction. In addition, we analyzed the moderating effect of the number of companion animals raised. The factor analysis of survey data yields the following five dimensions: convenience, economic, hedonistic, product characteristics, and information-knowledge shopping motivation. Multiple regression analysis shows that both convenience shopping motivation and information-knowledge shopping motivation have significant positive (+) effects on customer satisfaction. As a result of hierarchical regression analysis, it was found that there is a moderating effect of the number of companion animals raised on the relationship between information-knowledge and customer satisfaction.