• Title/Summary/Keyword: SPSS PROCESS macro

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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.

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.

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.

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.

Effect of Depressive Vulnerability on Interpersonal Problems among University Students: Focusing on Moderating Effect of Ego-Resilience (대학생의 우울취약성이 대인관계문제에 미치는 영향: 자아탄력성의 조절효과를 중심으로)

  • Han, Hye Rim;Lee, Jimin
    • Human Ecology Research
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    • v.57 no.2
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    • pp.213-224
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    • 2019
  • This study investigates the effect of depressive vulnerability on the interpersonal problems of university students. We explore the moderating effects of ego-resilience on the relation between depressive vulnerability and interpersonal problems. We selected 380 university students as participants from Daegu and Gyeongsan cities. Collected data was analyzed by descriptive statistics, Pearson's correlation, moderating effect with SPSS 23.0. PROCESS, a SPSS macro program developed by Hayes (2013). The findings are as follows. First, there were significant correlations between non-sociability and dependency, self-criticism, non-self-assertiveness, over-consideration, dominance, personal relations, emotion control, and optimism. Second, ego-resilience was found to moderate the relationship between depressive vulnerability and non-self- assertiveness, over-consideration, and dominance among university students. This study suggests that intervention to address ego-resilience are important to resolve the interpersonal problems of university students.

The Effects of Child Abuse on Delinquency in Adolescents: The Mediating Effects of Peer Alienation and Aggression (아동학대가 청소년의 비행에 미치는 영향: 또래 소외와 공격성의 매개효과)

  • In-Ju Cho
    • Journal of the Korean Society of Industry Convergence
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    • v.27 no.1
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    • pp.107-113
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    • 2024
  • The purpose of this study is to examine the dual mediating effects of peer alienation and aggression in the relation between child abuse and delinquency in adolescents. Data were collected from 352 junior high school students living in Jeonbuk from October 2021 to December 2021. This study used a structured self-administered questionnaire to collect the data. In order to analyze the data, SPSS 26.0 and SPSS Process macro 4.0 program were used. The results showed that child abuse had statistically significant positive effect on delinquency via peer alienation. Also, child abuse had statistically significant positive effect on delinquency via aggression. In addition, child abuse had statistically significant positive effect on delinquency via peer alienation and aggression. Therefore, the dual mediating effects of peer alienation and aggression were verified. Based on the study results, implications for preventing adolescents' delinquency and suggestions for future study were discussed.

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.