• Title/Summary/Keyword: 위계적 조절 회귀분석

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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.

Moderating Effect of wealth and love in all the relationships between self-esteem and maladaptive behaviors of youth (청소년의 자아존중감과 부적응행동 간 관계에서 부와 모애착의 조절효과)

  • Jo, Mi-Jung;Kim, Min-Joo;Kim, Ju-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.7
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    • pp.4586-4594
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    • 2015
  • This study investigated the relationship between self-esteem and the maladaptive behavior of the youth and examined the moderating effects of father attachment and mother attachment in the relationship of self-esteem and maladaptive behavior. Utilizing SPSS win18.0 program for data analysis, after carrying out descriptive statistics analysis and a simple correlation analysis, hierarchical multiple regression analysis was performed to investigate the interaction model, the primary purpose of this study. The results of this study are as follows. First, the relationship of both self-esteem and maladaptive behaviors of adolescents was significant in the negative direction. Second, father attachment showed no moderation effect in the relationship between self-esteem and maladaptive behavior of adolescents. Third, mother attachment played a quantitative moderating role in the relationship of self-esteem and maladaptive behaviors of adolescents. This study suggested the implication to reduce youth maladaptive behavior in the base of these results.

Effects of Food Life Style on Preference for MSG Use at Restaurants: Focused on the Moderating Effects of Attitude to Food Safety (식생활 라이프스타일이 레스토랑 MSG 사용 선호도에 미치는 영향 : 식품안전태도의 조절효과 중심으로)

  • Ha, Heon-Su;Kang, Byung-Nam;Kim, Geon-Whee
    • Culinary science and hospitality research
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    • v.21 no.4
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    • pp.86-100
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    • 2015
  • The purpose of this study is to investigate how the food lifestyle of customers affects MSG usage at restaurants and to identify the moderating effects of customer attitude to food safety using a hierarchical regression analysis suggested by Baron & Kenny. The findings and implications can be summarized as follows. First, customers are classified into five groups: food-explore group, taste-oriented group, health-oriented, convenience-oriented group, and tradition-oriented group. Second, the convenience-oriented group has significant positive effects, and the health-oriented group and tradition-oriented group have significant negative effects on preference for MSG use at restaurants. Third, there is significant negative moderating effect of the convenience-oriented group and the tradition-oriented group between their food lifestyle and preference for MSG at restaurants.

The Moderating Effect of Self-Awareness on the Relationship between Schadenfreude and Cyberbullying (청소년의 샤덴프로이데가 사이버불링 가해행동에 미치는 영향: 자기인식의 조절효과)

  • Myung Hyun, Cho;Doyoun, An
    • Korean Journal of Culture and Social Issue
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    • v.28 no.4
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    • pp.597-625
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    • 2022
  • This study aimed to examine the hypothesis that intrapersonal, interpersonal, and environmental self-awareness would alleviate the association between sSchadenfreude and cyberbullying. 300 middle and high school students answered survey questionnaires including sSchadenfreude, cyberbullying behavior, (intrapersonal. interpersonal, and environmental) self-awareness, depression, and anxiety. After controlling depression and anxiety, theThe results reveal that first, Schadenfreude predicts cyberbullying behavior, so those who have a high level of Schadenfreude commit more online cyberbullying behavior. Second, intrapersonal and interpersonal self-awareness moderated the association between schadenfreude and cyberbullying, and those who were above average on intrapersonal and interpersonal self-awareness were more liable to commit cyberbullying, but those below average did not show a significant moderation effect. Third, whereas environmental self-awareness did not show a significant moderation effect. Specifically, those who know well what they think and do and what they look like in interpersonal relationships perpetrate more cyberbullying when their schadenfreude was high. However, knowing well about what was happening around them was not related to the likelihood of schadenfreude that lead to cyberbullying. The results of this study revealed that Schadenfreude, which deals with emotions on expecting the misfortune of others and the possibility of having antisocial characteristics, lead to actual cyberbullying behaviors of adolescents. Also, this study identified that intrapersonal and interpersonal self-awareness are harmful in causing cyberbullying in those with high Schadenfreude. Finally, the implication and the limitation of this study were discussed.

The Impact of Worker's Entrepreneurship and Personal Characteristics on Entrepreneurial Intention: Moderating Effect of Social Network (직장인의 기업가 정신과 개인적 특성이 창업의도에 미치는 영향: 사회적 네트워크의 조절 효과)

  • Chang, Yu-Jin;Lee, Byung-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.497-511
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    • 2019
  • The purpose of this study is to examine the effects of entrepreneurship and personal characteristics on entrepreneurial intention and to analyze what factors influence the entrepreneurial intention through the moderating effects of social networks. So, the survey was conducted on 374 employees in their 30s or older. Descriptive statistics were used to understand the actual state of entrepreneurial intentions, and exploratory factor analysis was conducted to analyze the validity. In addition, a correlation analysis was conducted to identify relationships with variables, finally, a hierarchical regression analysis was performed to identify the effect of moderating social networks in entrepreneurship and personal characteristics. The study found that, firstly, Entrepreneurship was positively correlated with extroversion, achievement desire, self-efficacy, social network, entrepreneurial intention, and negatively correlated with introversion. Second, The extroversion of personal characteristics showed positive correlations with achievement desire, self-efficacy, social network, and entrepreneurial intention and negatively correlated with introversion. Introversion has a negative correlation with achievement desire, self-efficacy, social network, and entrepreneurial intention, and self-efficacy has a positive correlation with social network and entrepreneurship. Third, social networks have been shown to moderate the relationship between personal characteristics and entrepreneurial intention. Reflecting the results from this study, we expect that those preparing for future start-ups will be a meaningful reference to validate their capabilities and start them.

Impact of Conflict within Social Welfare Organization on Job Performance : Moderating Effect of Participatory Decision-making (사회복지조직 내 갈등이 직무성과에 미치는 영향 : 참여적 의사결정의 조절효과)

  • Seo, Daeseok;Oh, Bongyook
    • The Journal of the Korea Contents Association
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    • v.20 no.11
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    • pp.101-109
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    • 2020
  • This study sought to find out the impact of conflicts in social welfare organizations on job performance and to find out the effects of controlling participatory decision-making in their relationships. To that end, a survey was conducted on workers at social welfare centers in Seoul, Gyeonggi Province and Chungcheong Province, and 360 copies were finally used for analysis and Correlation and hierarchical regression and statistical significance analysis of the adjustment effects were performed. As a result, conflicts within the organization, job performance, and participatory decision-making showed a negative correlation, and as participatory decision-making in the relationship between conflict within the organization and job performance showed a controlled effect, the impact of conflicts within the organization on job performance was reduced. These results suggest that participatory decision-making can alleviate conflicts within an organization and at the same time increase job performance. Based on this, the following suggestions were proposed: They include conflict management strategies in the guidelines for social welfare subjects, establish guidelines for conflict management, provide training for workers, engage workers in employee evaluation and compensation system development, and operate permanent organizations such as the Conflict Handling Committee after investigating conflicts within social welfare organizations.

Moderating Effects of Mindfulness between Stress and School-life Satisfaction among Female College Students (여자대학생의 스트레스와 학교생활 만족도의 관계에서 마음챙김의 조절효과)

  • Kim, Jae-Hee;Park, Kwang-Hi
    • Journal of the Korean Applied Science and Technology
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    • v.37 no.6
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    • pp.1779-1789
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    • 2020
  • This study aimed to determine if mindfulness interacted with stress and relieved the negative effect of stress on school life satisfaction among female college students. Research was conducted among 550 female students at four colleges in the capital area and Chungcheong-do and the data were collected in May 2019. ANOVA was carried out for the variation of the dependent variables based on the subjects' general characteristics. The hierarchical regression analysis was performed for the moderating effect of mindfulness. Stress and interpersonal relationship-related stress differed by school year, subjective economic status, and subjective health status. Mindfulness differed by subjective economic status and subjective health status. School life satisfaction differed by school year, subjective economic status, and subjective health status. Mindfulness had moderating effect on the association between stress and school life satisfaction, as well as on the association between interpersonal relationship-related stress and school life satisfaction. In conclusion, efforts should be made to relieve stress regarding the level mindfulness, with the objective of making female college students more satisfied with their school life. These efforts are expected to be more effective by grouping the subjects, taking into account such characteristics as school year, economic status, and health status.

The Effect of Social Workers' Job Stress on Organizational Effectiveness and the Moderating Role of Organizational Commitment (사회복지사의 직무스트레스가 조직유효성에 미치는 영향과 조직몰입의 조절역할)

  • Han, Kyung-Hae;Lim, Wang-Kyu
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.65-80
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    • 2017
  • The purpose of this study was to investigate the effects of job stress on organizational effectiveness and the moderating role of organizational commitment among social workers. For this study, date were collected from 236 social workers employed at social welfare institutions in the Metropolitan area with structured questionnaires and analyzed using hierarchical regression analysis technique. This study found that three job stress variables(role ambiguity, role conflict and workload) had negative effects on social workers' job satisfaction and organizational citizenship behavior, whereas they positively impacted on their intent to stay, and that organizational commitment buffered the deleterious effects on job stress on organizational effectiveness.

The Moderating Effect of Peer Attachment and Parenting Attitude in the Relationship between Social Withdrawal and Life Satisfaction of Adolescents (청소년의 사회적 위축과 삶의 만족도의 관계에서 또래애착 및 부모 양육 태도의 조절효과 분석)

  • Kim, In
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.681-690
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    • 2021
  • The aim of this study is to suggest the direction of psychosocial intervention by investigation. To this end, this study examined the moderating effect of peer attachment and patients' positive attitude on the relationship between social withdrawal and life satisfaction of adolescents. Data was obtained from the Korean Children and Youth Panel Survey, and study subjects included 2,409 first grade middle school students. Data was analyzed using the SPSS 25 program, and frequency analysis, descriptive statistical analysis, correlation analysis and hierarchical regression analysis were conducted. The results of the study are as follows: First, psychological withdrawal in the social relationship had a significant negative effect on the life satisfaction of adolescents. Second, peer attachment did not have a moderating effect on the relationship between social withdrawal and life satisfaction of adolescents. Third, positive parenting attitude had a moderating effect on the relationship between social withdrawal and life satisfaction of adolescents. The high-positive parenting attitude group showed less decline in life satisfaction even if social withdrawal was high compared to the low-positive parenting attitude group. Based on these results, we provide effective direction of intervention to elevate the life satisfaction of adolescents experiencing social withdrawal.

The Moderating Effects of Emotional Intelligence in the Relations between Transformational Leadership and Organizational Commitment (조직 내 상사의 변혁적 리더십과 부하직원의 조직몰입 간의 관계에서 감성적 지능의 조절효과 분석)

  • Jang, Chung Seok;Park, Jong Oh
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.209-223
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    • 2012
  • The purpose of this study is to examine the moderating effects of emotional intelligence in the relationship between transformational leadership and organizational commitment. To achieve the this research purpose, theoretical and empirical studies related to transformational leadership, organizational commitment, and emotional intelligence were carried out simultaneously. The established hypotheses related to transformational leadership, organizational commitment, and emotional intelligence were verified by the hierarchical regression analysis using SPSS. The result of this research are as followers : First, the hierarchical regression analysis revealed that moderation term was significant(${\beta}$=0.146, p<.01). The interaction term for charisma and emotional intelligence had a significant and positive relationship with organizational commitment. Second, the hierarchical regression analysis revealed that moderation term was insignificant(${\beta}$=2.295, p<.05) The interaction term for inspirational motivation and emotional intelligence had a significant and positive relationship with organizational commitment. Third, the hierarchical regression analysis revealed that moderation term was significant(${\beta}$=0.200, p<.001). The interaction term for intellectual stimulation and emotional intelligence had a significant and positive relationship with organizational commitment. Fourth, the hierarchical regression analysis revealed that moderation term was significant(${\beta}$=2.213, p<.01).