• Title/Summary/Keyword: SPSS PROCESS macro

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Dual mediating effect of aesthetic ability and self-worth between creative personality and creativity of Chinese college students (중국 대학생의 창의적 성격과 창의성의 관계에서 심미적 능력과 자아가치의 이중매개효과)

  • Zhang Li;Sun Wen;Chang Seek Lee
    • Industry Promotion Research
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    • v.9 no.1
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    • pp.275-282
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    • 2024
  • This study aims to determine whether aesthetic ability and self-worth dually mediate in the relationship between creative personality and creativity among Chinese design college students. Data were collected through a survey targeting 500 college students purposively sampled from a design major university in Guangdong, China. The collected data was analyzed using SPSS PC+ Win ver. 25.0 and SPSS PROCESS macro ver. 4.2. The statistical methods applied were frequency analysis, reliability analysis, correlation analysis, and dual mediation effect analysis. The conclusion of the study is as follows. First, creative personality, aesthetic ability, self-worth, and creativity all showed significant positive correlations. Second, college students' aesthetic ability and self-worth double-mediated in the relationship between creative personality and creativity. Based on these results, this study proposed a plan to utilize not only creative personality but also aesthetic ability and self-worth to enhance the creativity of college students.

The Effect of Leader's Self-Deception Behavior on Team Learning: Mediating Effect of Psychological Safety and Silent Climate (리더의 자기기만 행동이 팀학습에 미치는 영향: 심리적 안전감과 침묵풍토의 매개효과를 중심으로)

  • Suh, Kang-suk;Jung, Sung-Cheol
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.478-489
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    • 2021
  • This study aimed to demonstrate the dual mediating effect of psychological safety(PS) and silence climate(SC) in the process of team leader's self-deception behavior(SD) influencing team learning(TL). We conducted a survey of 294 workers in domestic companies and analyzed the data statistically using SPSS 21 and SPSS Process Macro for hierarchical regression and bootstrapping. The results are as follows: 1. all correlation coefficients are significant showing that SD has positive correlations with SC and negative correlation with PS and TL, 2. simple mediation effects(SD-PS-TL and SD-SC-TL) are all significant, 3. the dual mediation effect of psychological safety and silence climate on the relation between team leader's self-deception behavior and team learning(SD-PS-SC-TL) is verified. This study showed that the authenticity of team leaders could be an crucial element for organizational communication and effectiveness. Finally, limitations and suggestions for future research were discussed.

The Mediated Moderation Effects of Parental Neglect on the Relationships between School Teacher Violence, Depression and Suicidal Ideation in Adolescents (학교 교사폭력이 청소년의 우울감과 자살생각에 미치는 영향에서 부모방임의 매개된 조절효과)

  • Jeon, Ji-Kyung
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.492-502
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    • 2022
  • This study was to verify the mediated moderation effects of parental neglect on the process where school teacher violence affected depression and suicidal ideation of adolescents. Data of 6,291 middle and high school students from 'research on the actual state of human rights of Korean children and adolescents IV' conducted by National Youth Policy Institute were analyzed. The analyses were carried out with SPSS 18.0 and Process Macro 4.0 using descriptive statistics, t-test, one-way ANOVA, regression analysis, and bootstrapping. The results showed that 1. school teacher violence and depression significantly influenced suicidal ideation of adolescents, 2. depression showed mediating effects on the process where school teacher violence influenced suicidal ideation, 3. parental neglect showed mediated moderation effects on the process where school teacher violence influenced suicidal ideation through depression. The study also suggested the necessity to complement the education and counseling program and the relevant policy for parents and teachers who could affect suicidal ideation of adolescents.

The Effect of Marital Conflict Perceived by Working Mothers on Children's Cyber Delinquency: The Mediating Effect of Adaptation to School Life (취업모가 인식하는 부부갈등이 자녀의 사이버 비행에 미치는 영향: 학교생활 적응의 매개효과)

  • Sang-Mi Han;Eun-Ju Kim;Yun-Hui Lee
    • Journal of Industrial Convergence
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    • v.22 no.5
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    • pp.69-78
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    • 2024
  • This study verified the relationship between marital conflict perceived by working mothers and the influence of children's cyber delinquency and the mediating effect of school life adaptation. For the analysis data, the 14th data of the Korean Children's Panel (2021) were used, and SPSS WIN 23.0 and PROCESS MACRO were used for analysis. The analysis method used the PROCESS MACRO Model Number 4 technique to verify the hypothesis, first, frequency analysis to understand the demographic and sociological characteristics of the survey subjects, second, technical statistics, correlation analysis to understand the technical statistics and correlations of major variables. As a result of the main analysis, first, it was found that marital conflict perceived by working mothers did not have a statistically significant effect on children's cyber delinquency. Second, in the relationship between marital conflict perceived by working mothers and cyber delinquency of children, school life adaptation had a complete mediating effect. Based on these results, it is significant in that it has presented basic data to prevent cyber delinquency problems before children who are active a lot online are exposed.

Convergence Study on the Relationship between Emotional Labor and Burnout in Early Childhood Teachers : The Buffering Effect of Goal-Focused Self-Regulation (유아교사의 감정노동과 직무소진에 있어 목표중심 자기조절의 완충역할에 대한 융합연구)

  • Chung, Myung-Sun
    • Journal of the Korea Convergence Society
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    • v.8 no.6
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    • pp.291-297
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    • 2017
  • As part of the target-specific convergence study of welfare focusing on the relationships between emotional labor, burnout, and goal-focused self-regulation, this study was designed to examine whether goal-focused self-regulation of the early childhood teachers buffers in the relation between emotional labor and burnout. A total of 231 childcare teachers participated in this study and by responding to a questionnaire including measures of emotional labor, burnout, and goal-focused self-regulation. Moderated multiple regression through simultaneously entry was performed for analysis using SPSS (PASW) 18.0 and PROCESS Macro for SPSS. First, the results indicated that the level of emotional labor increase, burnout of the early childhood teachers also increase. Second, goal-focused self-regulation was found to have a protective function in terms of buffering the negative effect of emotional labor on burnout. Based on the results, this study suggests the importance of mental healthcare and the need for internal resources development such as self-regulation.

Influence of Work Meaningfulness on Work engagement, Job performance, and Flourishing: Dual mediation model (일의 의미가 번영에 미치는 영향에 대한 연구: 직무열의와 직무수행의 이중매개효과)

  • Jung, SungCheol
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.99-105
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    • 2021
  • This study aimed to verify the positive effect of work meaningfulness(WM) on flourishing(FL) with the successive positive effects of work engagement(WE) and job performance(JP) as dual mediators. We conducted an online survey of 395 incumbents working in the companies of different types and statistically analyzed data using SPSS and SPSS Process macro for hierarchical regression and bootstrapping. The results are as follows: 1. correlation coefficients of all combinations from four variables are significant, 2. simple mediation effects(WM-WE-FL and WE-JP-FL) are significant, 3. dual mediation effet(WM-WE-JP-FL) is verified. This study showed practical guide for the efficient management of employees in recent autonomous work environment and further studies with longitudinal method will be needed in order to verify substantially the dual mediation.

Structural Relationships among Factors Influencing Academic Achievement In Synchronous Online Learning (대학 실시간 쌍방향 수업 성과에 영향을 미치는 요인들 간의 구조적 관계 규명)

  • Park, Saerok;Lee, Jeongmin
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.826-839
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    • 2021
  • The purpose of this study was to provide instructional implications for synchronous online learning at universities by examining variables that influence the outcome of synchronous online learning and investigating the relationships of the variables. To achieve the purpose, self-regulated learning, social presence, learning engagement and perceived academic achievement were measured by 123 university students who had taken synchronous online learning for spring semester in 2020. The collected data were analyzed through SPSS and SPSS PROCESS macro. The results were as follows. First, self-regulated learning and learning engagement significantly predicted perceived academic achievement while social presence did not. Second, self-regulated learning had a direct effect on perceived academic achievement and had an indirect effect on perceived academic achievement through learning engagement. Third, social presence did not have a direct effect on perceived academic achievement, but had an indirect effect on perceived academic achievement through learning engagement. The implications based on the results were suggested.

Effect of Self-determination Motivation on Job Engagement and the Moderating Effect of Compensation Satisfaction in Dental Hygienists (치과위생사의 자기결정성동기가 직무열의에 미치는 영향 및 보상 만족도의 조절효과)

  • Kim, Min-Jeong;Kim, Ji-Young;Ryu, See-Won
    • Journal of The Korean Society of Integrative Medicine
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    • v.10 no.3
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    • pp.173-184
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    • 2022
  • Purpose : The purpose of this study was two-fold: to identify the effect of dental hygienist's self-determination motivation on their job engagement and to analyze the moderating effect of compensation satisfaction that affect the relevance. Methods : Data were collected using a structured self-report questionnaire administered to 260 dental hygienists working in dental hospitals and clinics in Busan, South Korea. These were analyzed using IBM SPSS Statistics version 26.0 and SPSS Process Macro 3.5. A frequency analysis, including the respondents' general characteristics, frequency, percentages, and standard deviations, was performed. A regression analysis was also performed using SPSS Process Macro to verify the moderating effect of compensation satisfaction in the effect of self-determination motivation on job engagement. Results : The self-determination motivation of the dental hygienists had a statistically significant positive effect on their job engagement, which was the dependent variable. Higher intangible compensation satisfaction levels led to a stronger effect of intrinsic motivation but a weaker effect of extrinsic motivation on job engagement. Moreover, higher tangible compensation satisfaction levels strengthened the effect of intrinsic motivation on job engagement. Conclusion : Recently, the demand for oral health care has been increasing, Competition in the dental medical service market warrants, high-quality dental services based on accurate diagnosis and treatment. In this context, dental hygienists' job engagement must be improved. For this purpose, increasing the satisfaction of dental hygienists with self-determination motivation and appropriate compensation is effective. In addition, attention must be paid to the moderating effect of compensation satisfaction on the relationship between intrinsic motivation and job engagement. On the basis of the implications of this study, the results can be used as basic data for improving dental hygienists' welfare system and manpower management.

The Roles of Welfare and Hope Between Boss Incivility Experience and Flourishing of Childcare Teachers (보육교사의 상사무례경험과 플로리싱의 관계에서 복지와 희망의 역할)

  • Suk-gyeong, Kim;Hea-yeon, Yun;Kye-Lim, Ahn;Soon-Min, Suh
    • Journal of Industrial Convergence
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    • v.20 no.11
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    • pp.95-104
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    • 2022
  • This study aimed to provide basic data for the promotion of flourishing by analyzing whether welfare and hope mediated and double-mediated in the relationship between boss incivility and flourishing with 400 childcare teachers. The subjects of the survey were collected through offline questionnaires. The data were analysed using SPSS PC+ Win ver. 25.0 and PROCESS macro. Frequency, reliability, correlation, and double mediation effect analysis were performed. As a result of the study, first, experience of incivility from bosses showed a negative correlation with welfare, hope, and flourishing. welfare, hope and flourishing showed a positive correlation with each other. Second, welfare and hope played a double mediating role in the relationship between boss and co-worker incivility and flourishing. Welfare and hope played a role in partially offsetting the negative (-) effect of incivility on flourishing. The conclusion of this study confirmed that the promotion of flourishing can be promoted by using the dual mediating role of welfare and hope.

The Moderated Mediating Effect of Organization Cultural unbalance on the relationship among the Protean Career Orientation, Continuous Learning Activity and Subjective Career Success (프로티언경력지향성, 지속학습활동, 주관적 경력성공의 관계에서 조직문화 불균형성의 조절된 매개효과)

  • Kim, Na-Young;Jung, Sung Cheol
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.477-489
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    • 2021
  • This study was conducted to confirm whether organization culture unbalance plays a role as a moderating variable on the mediation process that protean career orientation influences subjective career success through continuous learning activity. To this end, a survey was carried out on 276 office workers with more than 5 years of work experience in large companies, and the data were analyzed using SPSS 25 and Process Macro v3.5. The results showed that continuous learning activity mediates the relationship of protean career orientation affecting subjective career success, but moderating effect of organizational culture unbalance and the moderated mediation effect were not statistically significant. However, statistical significance was found on the moderating effect of organizational culture unbalance on the mediation process, that 'self-direction', protean career orientation's sub-factor, affects subjective career success and its' sub-factor 'employability', and 'career satisfaction' through continuous learning activity. The significance and limitations of our findings are also discussed.