• Title/Summary/Keyword: PROCESS Macro

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Mediating and Moderating Effects of Self-regulation and Career Identity in the Relationship Between Achievement Value and Academic Adjustment of Middle School Students (중학생의 성취가치와 학업적응의 관계에서 자기조절과 진로정체감의 매개 및 조절효과)

  • Kim, Do Hee
    • Journal of Digital Convergence
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    • v.16 no.11
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    • pp.589-598
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    • 2018
  • The purpose of this study is to investigate the mediating effect of self-regulation(SR) and the moderating effect of career identity(CI) in predicting academic achievement(AA) by middle school students' achievement value(AV). The subjects were 1,088 male and 970 female students in the third year of middle school. A conditional process analysis using SPSS and Hayes' process macro was conducted. The results were as follows. First, the partial mediation effect of SR was significant in the relationship between AV and AA. Second, the moderating effect of CI was notable in the relationship between AV and SR, and AV and AA respectively. Finally, the mediation effect of AV on AA through SR was found to decrease as CI increased. These results show that supporting the development of CI for students with low AV helps to improve SR and AA. However, as the effect of CI was found to be weaker than the effect of AV or SR on AA, the follow-up research exploring ways to support the achievement value of middle school students are suggested.

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 Effects of Stigma on Happiness among Children in Community Child Centers: Mediating Effects of Empowerment and Community Social Capital (지역아동센터 이용아동이 인식하는 낙인감이 행복감에 미치는 영향: 임파워먼트와 지역사회자본의 매개효과)

  • Kim, Su-Jeong
    • The Journal of the Korea Contents Association
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    • v.21 no.4
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    • pp.533-544
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    • 2021
  • This study was focused on social stigma in utilizing community child centers which are selective child welfare institutions. The study model derived from the stress process model. The purpose of this research was to investigate the effects of stigma on happiness among children in community child centers and mediating effects of empowerment and community social capital as coping resources. The data were collected from 5, 6th grade students who are attending community child centers located in Daegu and Gyeongsan city. Data of 175 were analyzed and SPSS Process Macro and bootstrapping method were used. The results of the study were follows. First, stigma among children in community child centers showed significant direct effects on happiness. Second, empowerment and community social capital had significant mediating effects on the relationship between stigma and happiness. Based on the results, the policy and practice implications to improve happiness of children in community child centers were suggested.

The Effect of Person-Job Fit on Flourishing: Mediating Effect of Work Meaningfulness and Anxiety (직장인의 직무적합도가 번영에 미치는 영향: 일의 의미와 불안의 매개효과를 중심으로)

  • Jung, Sung-Cheol
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.250-260
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    • 2022
  • This study aims to verify the dual mediating effect of work meaningfulness and anxiety in the process of person-job fit influencing flourishing. For this purpose, an online survey was conducted with 320 employees working in various companies, and statistical analysis was conducted using AMOS 21, SPSS 21, and SPSS Process Macro v. 3.3. The results of this study are as follows: First, person-job fit had positive correlations with work meaningfulness and flourishing and a negative correlation with anxiety. Second, work meaningfulness and anxiety were both found to have mediating effects on the relationship between person-job fit and flourishing. Third, the dual-mediating effect of work meaningfulness and anxiety was confirmed. The practical implication of this study is that it is important to manage effectively person-job fit and work meaningfulness at workplace as the individuals' perspective toward work changes and the emotional/psychological well-being becomes even more essential. The implications and limitations of this study were discussed in the conclusion.

The Effects of Creativity on Self-Directed Learning Ability among Nursing Students: Mediating Effects of Professors' Autonomy Support and Instructor-student Interaction (간호대학생의 창의성이 자기주도학습능력에 미치는 영향 :교수의 자율성지지와 교수-학생 상호작용의 매개효과)

  • Moon, Ji-Young
    • The Journal of the Korea Contents Association
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    • v.22 no.2
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    • pp.400-410
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    • 2022
  • This study was conducted to examine the effects of creativity on self-directed learning ability of nursing students and to verify the mediating effects of professors' autonomy support and instructor-student interaction in the process. A survey was done on 304 nursing students attending S university located in Kwangju. The analysis on mediating effect was processed through SPSS Process Macro 4 and Bootstrapping. The results of the study showed that the creativity, professors' autonomy support and instructor-student interaction had a significant positive effect on self-directed learning ability among nursing students. The professors' autonomy support and the instructor-student interaction had significant mediating effects on the relationship between creativity and self-directed learning ability. Based on such a result, the implications and limitations of this study were presented and the educational direction for improving self-directed learning ability of nursing students was discussed.

The Study on the Structural Effects of Cognitive Age on Consumer Innovativeness by Mediating Perceived Usefulness and Easy of Use of Mobile (모바일 지각적 사용 용이성과 유용성 매개효과를 통한 인지적 나이가 소비자 혁신성에 영향을 미치는 구조적 효과 연구)

  • Son, Young-seok;Na, Kyung-Soo
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.140-148
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    • 2022
  • This study focuses on the finding out the structural effect of consumers' cognitive age affecting consumer innovativeness due to the mediating effect of perceived easy of use of mobile and perceived usefulness of mobile. For this study, a self report survey is conducted through a structured questionnaire, and a parallel double-mediated effect analysis is performed using the process macro of SPSS for the analysis. In the study results, it is found that the cognitive age of consumers directly have a statistically significant negative effect on consumer innovativeness. In addition, in the analysis to verify the mediating effect of perceived easy of use of mobile and perceived usefulness of mobile, it is shown that perceived usefulness of mobile has a positive and significant effect on consumer innovativeness. Through this, The contribution of this study can be attributed to the fact that it analyzed the structural relationship between the perceived ease of use of mobile and the perceived usefulness of mobile in the process of consumers' cognitive age affecting consumer innovativeness.

A study on the moderating effect of technology commercialization capability when technological innovation affects corporate performance (기술혁신이 기업 성과에 영향을 미칠 때 기술사업화역량의 조절효과에 관한 연구)

  • Wang-Jae Shin;Choong-Hyong Lee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.24 no.5
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    • pp.147-157
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    • 2024
  • This study empirically analyzed the impact of technological innovation on corporate performance and the moderating effect of technology commercialization capability in this relationship. The purpose was to identify the impact of technological innovation activities, divided into process innovation and product innovation, on financial and non-financial performance, and to clarify the role of technology commercialization capability. An online survey was conducted with 300 companies from April to May 2024, and the results were analyzed using SPSS 29.0 and Process macro. The results showed that technological innovation had a positive effect on both non-financial and financial performance of the company. In addition, it was confirmed that the higher the technology commercialization capability, the stronger the impact of technological innovation on non-financial performance. However, technology commercialization capability did not significantly moderate the relationship between technological innovation and financial performance. This study empirically demonstrated the importance of technology commercialization capability in the relationship between technological innovation and corporate performance, and is expected to provide useful implications for establishing corporate technology innovation strategies and developing policies in the future.

The Dual Mediating Effects of Growth mindset and Hope in the Relationship between Body Image and Successful Aging of the Elderly (노인의 신체이미지와 성공적 노화의 관계에서 성장 마인드셋과 희망의 이중 매개효과)

  • Hwang, Yeoun-Kyoung;Lee, Chang-Seek
    • Journal of Industrial Convergence
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    • v.18 no.1
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    • pp.87-96
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    • 2020
  • The purpose of this study was to examine the dual mediating effects of growth mindset and hope between body image and successful aging of the elderly. For this purpose, we surveyed 422 elderly people in D and S city of Chungcheongnam-do, and D metropolitan city. Collected data were analysed using SPSS 25.0 and PROCESS macro 3.4 program. Frequency analysis, reliability analysis and dual mediating effect analysis by using bootstrap were performed. The results of the study are as follows. First, as a result of correlation analysis there was a statistically significant positive correlation between variables. Second, as a result of path analysis, body image had a positive effect on growth mindset and hope, growth mindset had a positive effect on hope and successful aging, and hope also had a significant effect on successful aging. Third, as a result of dual mediation effect analysis, growth mindset and hope mediated in the relationship between body image and successful aging. This study provided new models and basic data by using body image, growth mindset and hope for successful aging of the elderly.

The Impact of Chewing Ability on Cognitive Function of Older People in Korea: Mediation Effect of Physical Function and Depression (한국 노인의 저작능력이 인지기능에 미치는 영향: 신체기능과 우울의 매개효과)

  • Seo, Han Na;Kim, Jeong Sun
    • 한국노년학
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    • v.37 no.4
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    • pp.909-924
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    • 2017
  • The purpose of this study was to identify the impact of chewing ability on cognitive function of older people in Korea and the mediation effect of physical function and depression using the nationwide data from "Survey of the Living Conditions and Welfare Needs of Korean Older Persons in 2014", in Korea. This study was conducted on a total of 10,451 respondents in the "Survey of the Living Conditions and Welfare Needs of Korean Older Persons in 2014" and the data collection period was from June 11, to September 4, 2014. Chewing ability was used in the scale on level of daily life inconvenience in chewing ability (meat or hardness). Cognitive function was measured using MMSE-DS, physical function using K-IADL, and depression using SGDS-K. The data were analyzed using the SPSS 24.0 program and Process Macro. Total effects of chewing ability on cognitive function were not significant(p>.05). Direct effects of chewing ability on cognitive function were not significant(p>.05). There were the dual mediation effect(p<.05) of physical function and depression, a complete mediating effect by physical function(p<.05) or depression(p<.05) in the impact of chewing ability on cognitive function of older people in Korea. These results indicate that physical function and depression effect directly and indirectly in the impact of chewing ability on cognitive function of older people. In conclusion, it is suggested that to prevent the decline of cognitive function in older people, it is necessary to consider not only nursing strategies for strengthening chewing ability and physical function, but also nursing interventions for relieving or preventing depression in older people.

The Effect of Social Relationship Satisfaction on Subjective Happiness of Middle-Aged Single-Person Households in Low-Income Families: Focusing on the Mediating Effect of Depression and Gender Differences (저소득층 중·장년 1인 가구의 사회적 관계 만족도가 주관적 행복감에 미치는 영향: 우울감의 매개효과 및 성별 차이를 중심으로)

  • Su-Yeol Yoo;Ouk-Sun Cho
    • Journal of Industrial Convergence
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    • v.21 no.9
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    • pp.77-87
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    • 2023
  • The purpose of this study was to examine the effect of social relations satisfaction of low-income middle-aged and elderly single-person households on individual subjective happiness and to verify the mediating effect of depression and gender control to provide basic data for the development of related policies and programs. The SPSS WIN 25.0 program used frequency analysis, technical statistics analysis, correlation analysis, and PROCESS MACRO Model Number 4 to verify the mediating effect of 482 middle-aged singleperson households extracted using the "17th Korea Welfare Panel in 2022" survey data. In addition, the control effect was verified using PROCESS MACRO Model Number 1. The results of the study first showed that social relationship satisfaction after controlling demographic characteristics had a positive effect on subjective happiness. Second, it was found that depression had a partial mediating effect in the relationship between social relationship satisfaction and subjective happiness. Third, it was found that the higher the satisfaction level of social relationships among women than men, the greater the sense of happiness. Through this study, it is meaningful in that it identified the meaning of social relationships of middle-aged and elderly single-person households and presented practical implications so that they can be used as basic data for policy support measures.