• Title/Summary/Keyword: Process Macro

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The Effect of Adolescents' Academic Helplessness on Smartphone Dependence: Verifying the Parallel Mediating Effect of Self-esteem and Friendships (청소년의 학업무기력이 스마트폰 의존에 미치는 영향: 자아존중감과 친구관계의 병렬매개효과 검증)

  • E-Jae Kwon;Soon Jin Park;Seo Joon Hong
    • Journal of Industrial Convergence
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    • v.21 no.7
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    • pp.65-73
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    • 2023
  • This study identified the relationship between adolescents' academic helplessness and smartphone dependence and verified the parallel mediating effect of self-esteem and friendships. To this end, the fourth data of the Korean Children and Youth Panel Survey 2018 (KCYPS) conducted by the Korea Youth Policy Institute were used, and 2,244 were used for analysis after removing 346 adolescents who responded to the survey. For data analysis, the statistical package programs SPSS WIN 25.0 and Hayes (2013)'s PROCESS Macro V 3.5 were used, and the following results were derived. First, adolescents' academic helplessness had a positive (+)(+) effect on their dependence on smartphones. Second, self-esteem was found to mediate the relationship between adolescents' academic helplessness and smartphone dependence. Third, it was found that friend relationships mediate the relationship between adolescents' academic helplessness and smartphone dependence. Based on these results, practical and policy suggestions to reduce adolescents' dependence on smartphones and follow-up studies to overcome the limitations of research were proposed.

Effects of Social Support and Hope on Life Satisfaction of College Students: Moderated Mediation Model of Only-Child Status (대학생의 사회적 지지와 희망이 삶의 만족도에 미치는 영향: 외동자녀 지위의 조절매개 모형)

  • Ting Ting Ma;Chang Seek Lee
    • Industry Promotion Research
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    • v.8 no.3
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    • pp.211-219
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    • 2023
  • The purpose of this study is to investigate the moderated mediation effect of an only-child status on the mediating effect of hope in the relationship between social support and life satisfaction of college students. The participants for this study were 302 undergraduates selected from a university in Guangdong province of China under a purposive sampling way. SPSS PC+ Win. ver. 25.0 and SPSS PROCESS macro ver. 4.2 were used to analyze the data. The applied statistical techniques were frequency analysis, reliability analysis, correlation analysis, and moderated mediation effect analysis. The results were as follows: First, there were positive and significant correlations between social support, hope and life satisfaction. Second, as a result of the moderated mediating effect analysis, the indirect effect of social support on life satisfaction through hope was higher for only children than for other children. Based on this, suggestions were made to improve life satisfaction.

Effect of Store Fit of Improved Signboard on Visit Intention to Store: Mediating Effects of Informativeness, Entertainment, and Irritation (간판 개선을 시행한 간판의 점포 적합성이 점포 방문 의도에 미치는 영향: 정보성, 오락성, 방해성의 매개효과)

  • Yesolran Kim;Se-Jin Lee
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.2
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    • pp.29-35
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    • 2023
  • This study examined the effect of store fit perceived by consumers for improved signboards on visit intention to store, and the mediating effect of informativeness, entertainment, and irritation. The survey was conducted from November 7 to November 18, 2022 with 150 undergraduate and graduate students who had experience visiting areas where signboard improvement projects were implemented. The collected data were analyzed using SPSS 26.0 and PROCESS Macro 4.2. The results showed that store fit had a positive effect on visit intention to store by mediating informativeness and entertainment. This results suggest that practitioners of local governments and government agencies and store owners should consider store fit of signboards as important when participating in signboard improvement projects.

The Relationship between Middle-aged Women's Gender Role Conflict and Psychological Well-being: Focused on Mediating Effect of Resilience (중년 여성의 성역할 갈등과 심리적 웰빙 간의 관계: 적응유연성의 매개효과를 중심으로)

  • Pak, Chae Suk;Chung, Sung-Jin
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.779-787
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    • 2022
  • This study aimed to analyze the relationships among the middle-aged women's gender role conflict, resilience, and psychological well-being, and to examine the mediating model of resilience on gender role conflict and psychological well-being. Data were collected from July 28 to August 5, 2021 for 302 middle-aged women aged 40-65 years. The Gender Role Conflict Scale specialized for middle-aged Korean women, internal traits subscale of Ahn's Resilience Scales, and Ryff's Psychological Well-being Scale were used for this study. PROCESS Macro 3.5 Model 4 was used to analyze the mediating effect. Results revealed that the middle-aged women's gender role conflict was negatively correlated with resilience and psychological well-being. And, the middle-aged women's resilience was positively correlated with psychological well-being. Because both the direct effect of the middle-aged women's gender role conflict on psychological well-being and its indirect effect through resilience were statistically significant, it was found that the middle-aged women's resilience was partially mediating their gender role conflict and psychological well-being.

The Effects of Smartphone Overdependence Communication Competence in Nursing Students - Focusing on Mediation Effect of Academic Stress (간호대학생의 스마트폰 과의존이 의사소통능력에 미치는 영향 - 학업스트레스의 매개효과를 중심으로)

  • Mi-Hyeon Park;Bok- Nam Seo
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.459-466
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    • 2023
  • This study was conducted to investigate the mediating effect of academic stress on the relationship between smartphone overdependence and the communication competence of nursing students. The research subjects were nursing students in cities A and Y. The research period was from March 2 to March 9, 2023, and the number of subjects analyzed was 139. Descriptive statistics, Pearson correlation were analyzed using SPSS/WIN 26.0, Process macro program the collected data. The results of the mediating effect of academic stress on the relationship between smartphone dependence and communication competence showed that academic stress (β=.226, p=.005) mediated the effect on the relationship between smartphone dependence and communication competence(Z=-3.131, p=.002). As a result, the combined explanatory power of the variables on nursing student's communication competence was 15.4%. In addition, in order to reduce nursing students' smartphone overdependence, it is necessary to educate them about smartphone use and develop self-control, provide interventions to cope with academic stress, and develop intervention programs to improve communication competence.

The Effect of Self-Efficacy on Career Commitment: Mediating Effects of Career Identity and Conditional Effects of Goal Difficulty (자기효능감이 경력몰입에 미치는 영향: 경력정체성의 매개효과와 목표난이도의 조절된 매개효과)

  • Nayeon Lee;Hyunjeong Jo; Woocheol Kim
    • Journal of Practical Engineering Education
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    • v.15 no.3
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    • pp.649-662
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    • 2023
  • This study aimed to confirm the conditional effect of goal difficulty on the relationship between self-efficacy, career identity, and career commitment of workers in domestic companies. A survey targeting 500 employees of domestic companies was conducted to measure self-efficacy, career identity, career commitment, and goal difficulty. Data were analyzed using MPlus and SPSS PROCESS Macro. The results are as follows. First, self-efficacy was found to have a significant positive effect on career identity and career commitment. Additionally, career identity was found to have a significantly positive effect on career commitment. Second, the mediating effect of career identity on the relationship between self-efficacy and career commitment was significant and moderated by the level of goal difficulty. Based on the above research results, the academic and practical implications are presented.

The Parallel Multiple Mediating Effect of Emotional Intelligence and Self-Efficacy in the Relationship between Interpersonal Ability and College Life Adjustment among Nursing Students since COVID-19 (COVID-19 이후 간호대학생의 대인관계능력과 대학생활적응의 관계에서 정서지능과 자기효능의 병렬다중매개효과)

  • Yoonjeong Lee;Kyeong-Ah Kim
    • Journal of Industrial Convergence
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    • v.21 no.10
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    • pp.121-129
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    • 2023
  • This study was conducted to confirm the effect of interpersonal ability on college life adjustment of nursing students and the parallel multiple mediating effect of emotional intelligence and self-efficacy. Participants in this study were 130 nursing students at a college. Data were collected from 24 July to 1 August 2023, and analyzed by descriptive statistics, Pearson's correlation, and PROCESS macro model 4 using SPSS/WIN 27.0. As a result of the study, interpersonal ability was positively correlated with emotional intelligence, college life adjustment and self-efficacy. Interpersonal ability had a significant total effect(B=0.48, p<.001) on college life adjustment. And the mediating effect of emotional intelligence(B=0.20, 95% bootstrap CI=0.06~0.36) and self-efficacy(B=0.17, 95% bootstrap CI=0.05~0.31) was also significant. Therefore, it will be necessary to develop and research various training programs that can enhance emotional intelligence and self-efficacy together in developing programs to help nursing students improve their college life adjustment.

Mediating Effect of Job Burnout in the Relationship between Role Ambiguity and Organizational Effectiveness among Nurses in Comprehensive Nursing Care Service Units

  • Hong-Suk Lee;Hye-Sook Han
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.11
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    • pp.169-180
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    • 2023
  • The purpose of this study is to determine the relationship between role ambiguity, job burnout, and organizational effectiveness among nurses working in comprehensive nursing care service units and to investigate the mediating effect of job burnout on the relationship between role ambiguity and organizational effectiveness. The participants were 149 nurses working in 10 general hospitals. Data were collected using a self-report questionnaire and analyzed using IBM SPSS Statistics 25.0 and Model 4 of the PROCESS macro program. The results reveal that organizational effectiveness has a significant negative relationship with role ambiguity and job burnout, with job burnout completely mediating the effect of role ambiguity on organizational effectiveness. These findings suggest that interventions to reduce job burnout should be considered to enhance organizational effectiveness.

The Dual Mediation of Work Meaningfulness and Job Involvement on the Relationship Between Person-job Fit and Career Satisfaction (직무적합이 경력만족에 미치는 영향에서 일의 의미와 직무몰입의 이중매개 효과)

  • Jung, Sung-cheol
    • Journal of Venture Innovation
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    • v.6 no.2
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    • pp.145-157
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    • 2023
  • The present study aimed to examine the relationship between person-job fit, work meaningfulness, job involvement, and career satisfaction, which have recently gained attention from employees and HR professionals. Based on previous studies, we logically established a path from person-job fit to work meaningfulness, job involvement, and ultimately career satisfaction. This study sought to validate these dual mediating effect. A survey was conducted with 283 employees, and the data were analyzed using SPSS 21 and Process Macro. The main findings of the study are as follows: person-job fit, work meaningfulness, job involvement, and career satisfaction showed positive correlations. The dual mediating effects of work meaningfulness and job involvement on the relationship between person-job fit and career satisfaction were statistically significant. These results imply that in order to prevent employee turnover and ensure the organization's sustained performance, it is necessary to design jobs in a way that allows employees to perceive their work as suitable and aligned with their characteristics, thereby enhancing positive psychological factors such as work meaningfulness, job involvement, and career satisfaction. The conclusions provide implications, limitations, and suggestions for future research.

Moderated Mediation Model of Growth Mindset in the Link between Academic Achievement, Teachers' Autonomy Support and Happiness (학업성취, 교사의 자율성 지지 및 행복의 관계에서 성장 마인드셋의 조절된 매개 모형)

  • Mei Qi;Chang Seek Lee
    • Industry Promotion Research
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    • v.8 no.4
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    • pp.81-89
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    • 2023
  • This study aims to provide basic data to increase the happiness of college students by verifying whether a growth mindset moderates the mediating effect of teachers' autonomy support for students in the relationship between academic achievement and happiness. The survey subjects were intentionally sampled from 396 engineering students attending a university in Guangzhou who performed a business practice project. The questionnaire method was used to collect data, and the collected data was analyzed using SPSS PC+ Win. 27.0 and PROCESS macro 4.2. The applied statistical techniques were frequency, reliability, correlation, and moderated mediation effect analysis. The research results are as follows. First, there was a significant positive correlation between academic achievement, teachers' autonomy support, growth mindset, and happiness. Second, a growth mindset played a role in increasing the impact of academic achievement on happiness through teachers' autonomy support. Therefore, it was confirmed that a growth mindset increases the mediating effect of teachers' autonomy support in the relationship between academic achievement and happiness. Based on the research results, measures to improve the happiness of college students were suggested.