• Title/Summary/Keyword: SPSS PROCESS Macro

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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.

The Mediating Effect of Emotional Intelligence on the Relationship between Multicultural Perception and Multicultural Efficacy of Nursing University Students (간호대학생의 다문화인식과 다문화효능감의 관계에서 감성지능의 매개효과)

  • Eun-Ha Na;Mi-Jung Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.419-427
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    • 2023
  • This study attempted to provide basic data for developing strategies to improve the multicultural efficacy of nursing university students by identifying the mediating effect of emotional intelligence on the relationship between multicultural perception and multicultural efficacy of nursing university students. The subjects of the study were 179 nursing students at two universities in J province and G city. The SPSS/23.0 program was used to analyze the data with descriptive statistics; an independent t-test, analysis of variance ANOVA, Pearson's correlation coefficient, and mediating effect analysis were performed using Process Macro 4.0. As a result of the study, nursing students multicultural efficacy was found to be positively correlated with multicultural awareness(r=.596, p<.001) and a positive correlation with emotional intelligence(r=.620, p<.001). Emotional intelligence showed a mediating effect on the relationship between multicultural perception and multicultural efficacy(β=.471, p<.001). Based on the results of this study, it is necessary to development and apply systematic programs to increase multicultural perception and increase emotional intelligence for improving the multicultural efficacy of nursing university students.

The Mediating Effect of Subjective Happiness in the Relationship between Parental Abuse and Neglect and Internet Addiction in Adolescents (부모로부터의 학대 및 방임과 청소년의 인터넷 과의존의 관계에서 주관적 행복감의 매개효과)

  • Choi Jihyun;Jeong Misook
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.471-478
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    • 2023
  • The purpose of this study is to examine the effects of parental abuse and neglect on adolescents' internet addiction, and to verify the mediating effect of subjective happiness in the relationship between parental abuse and neglects and adolescent internet addiction. To this end, dat from the 16th year of the 2021 Korea Welfare Panel(KWPS) conducted by the Korea Institute for Health and Social Affairs were used. In this study, 1st, 2nd and 3rd graders of high school were analyzed, and data from a total of 325 students were analyzed. The analysis utilized SPSS 27.0 and Hayes(2013)'s Macro Process(model 4) to verity correlation analysis and mediating effects between related variables. The results of the analysis are as follows: First, abuse and neglect from parents directly affect adolescents' Internet addiction. Second, it was analyzed that subjective happiness mediated the effect of parental abuse and neglect on adolescents' Internet addiction.

The Moderating Effect of Happiness on the Relation between Stress and Generalized Anxiety in Adolescents (청소년의 스트레스와 범불안 관계에서 행복감의 조절효과)

  • Young-Sook Kwon
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1437-1444
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    • 2023
  • This study was conducted to verify the moderating effect of happiness in the relationship between stress and generalized anxiety in adolescents. The subjects of the study were 54,948 middle and high school students who participated in the 16th Adolescent's Health Behavior Survey conducted in 2020. Data were analyzed using SPSS 24.0 and Process Macro 4.0. The results of the study showed that stress had a significant effect on generalized anxiety of adolescent. The higher the stress, the higher the level of generalized anxiety. And it was found that happiness moderated the relationship between stress and generalized anxiety. In other words, it was confirmed that happiness has the effect of buffering the negative impact of stress on generalized anxiety. Therefore, in order to alleviate generalized anxiety in adolescents, it is recommended to prepare and implement various programs that can improve happiness.

Influence of Depression on Fatigue Among University Students: Mediating Effects of Smartphone Overdependence (대학생의 우울이 피로에 미치는 영향: 스마트폰 과의존의 매개효과)

  • Mijung Kim
    • Journal of Industrial Convergence
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    • v.22 no.3
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    • pp.111-120
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    • 2024
  • This study aimed to examine the effect of the depression on fatigue among university students by mediating smartphone overuse, which would be expected to help to lead healthy school life. Participants were composed of the 193 university students and performed a self-report questionnaire including depression, fatigue, smartphone overdependence, and demographic characteristics. Data was analyzed using SPSS 25.0 along with the PROCESS macro program. The main findings were as follows. Depression had a significant effect on fatigue among university students (F=8.180, p<.001), and smartphone overdependence was significantly mediated between depression and fatigue (B=.120, p<.001). These findings suggest that psychological aspects should be considered when developing intervention programs aimed at reducing fatigue levels of university students. Furthermore, the efforts to appropriate use of smartphones are needed.

Correlates of the Use of Digital Devices, Social Support, and Successful Aging Among the Elderly (노인의 디지털 기기 활용과 사회지지, 성공적 노화와의 관계)

  • Lee, Hyun-Ji;Nam, Hyun-Joo
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.3
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    • pp.405-411
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    • 2024
  • The purpose of this study was to examine the mediating effect of social support on the relationship between the use of digital devices and successful aging among the elderly. For this study, the data were collected from 363 elderly over the age of 65 years who were registered in the Senior Welfare Center located in D city and K city and data were analyzed using SPSS 22.0 and PROCESS Macro v3.5 Program. The results of the study showed that the use of digital devices of the elderly was positively related to social support and successful aging. Moreover, the use of digital devices and social support were statistically significant variables in explaining the variance of successful aging among the elderly. In addition, social support had a significantly mediating effect on the relationship between the use of digital devices and successful aging among the elderly. Finally, based on the findings, the implication for the improving successful aging among the elderly considering promoting the use of digital devices and social support and the recommendations for the further research were provided.

The Effects of Early Childhood Teachers' Autonomy on Teacher Efficacy: Focusing on the mediating effect of ego-resilience (유아교사의 자율성이 교사효능감에 미치는 영향: 자아탄력성의 매개효과 중심으로)

  • Se-Ru Kim;Byung-Hwan Mun
    • Journal of the Health Care and Life Science
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    • v.11 no.1
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    • pp.59-66
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    • 2023
  • This study was conducted to verify the mediating effect of ego-resilience when early childhood teachers' autonomy affects teacher efficacy. The subjects of the study were 316 early childhood teachers in J degree. For data analysis, SPSS 25.0 was used to conduct Baron & Kenny's 3-step mediation effect analysis using descriptive statistics, Pearson's correlation analysis, and Process Macro. As a result of the study, first, early childhood teachers' autonomy, teaching efficacy, and ego-resilience were found to have a positive correlation with each other. Second, when early childhood teachers' autonomy affects teacher efficacy, it was found that ego-resilience partially mediates. In other words, it can be interpreted that the autonomy of early childhood teachers has a meaningful effect when ego-resilience is added when it affects the improvement of teacher efficacy. Through this, it is intended to provide basic data for improving early childhood teachers' sense of teacher efficacy and preparing a direction for teacher education support.

The Effect of Adolescent's Problem-Solving Ability on Sociality in the Covid-19 Era: The Mediating Effect of Self-esteem (코로나-19시대 청소년의 문제해결능력이 사회성에 미치는 영향: 자아존중감의 매개효과)

  • Soon-Jin Park;Jina Paik
    • Journal of Industrial Convergence
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    • v.22 no.8
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    • pp.105-113
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    • 2024
  • The purpose of the study was to explain the effect of adolescents' problem-solving ability on sociality and to verify the mediating effect of self-esteem in the COVID-19 era. The study utilized the survey data using the web and mobile conducted by the Korea Youth Policy Institute, and selected 1,471 school-age adolescents as the subjects of the survey. For the analysis, the study performed various analysis methods including frequency analysis, descriptive statistics, correlation analysis, and mediating effect analysis of self-esteem using SPSS WIN 25.0 and PROCESS MACRO program. The results are as follows. First, it was shown that adolescents' problem-solving ability had a positive (+) effect on sociality. Second, there was a mediating effect of self-esteem in the relationship between adolescents' problem-solving ability and sociality. Based on these results, the practical engagement and various programs to improve adolescents' self-esteem and sociality were suggested.

The Effect of Affective Valence, Perceived Self-Relevance, and Visual Attention on Attitudes toward PSA's Issues: Moderated Mediation of Digital EEG Arousal (공익캠페인의 정서성, 자아관련성, 시각적 주의가 캠페인 태도에 미치는 영향: 디지털 뇌파(EEG) 기반 각성의 조절된 매개효과)

  • Yang, Byung-hwa;Jo, A-young
    • Journal of Digital Convergence
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    • v.15 no.3
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    • pp.107-117
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    • 2017
  • This study examined the conditional indirect effect of EEG (electroencephalogram) arousal on the relationship among affective valence, visual attention, perceived self-relevance, and attitudes toward campaign issues in the context of public service announcements (PSAs). Using SPSS macro (No. 14) of conditional process model, the findings in this current study indicated that the perceived self-relevance mediates the relationship between affective valence of PSA and attitudes toward issues and, in turn, is moderated by EEG arousal, indicating goodness-of-fit of the moderated mediation of psychophysiological arousal on PSAs. The results suggested that management of PSAs should be considered the strategic combination between affective valence and perceived self-relevance in advertising appeals.