• Title/Summary/Keyword: Moderated Multiple Regression

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The Moderating Effect of Family Relationship on Depression in the Elderly (노년기 우울에 대한 가족관계 만족도의 중재효과)

  • Yoo, Junghun;Sung, Heayoung
    • 한국노년학
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    • v.29 no.2
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    • pp.717-728
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    • 2009
  • The purpose of this study is to examine the moderating effect of family relationship (relationship with spouse and adult children)about the impact of economical status and health(physical health, cognitive health) on depression. The data came from Korean Longitudinal Study of Ageing(KLoSA) 2005 of Korea labor institute. 2,566 individuals(male 1,535, female 1,031) with spouse and aged 65 and over were selected for this study. Using the multiple regression model, we found that significant effect of economical status, physical health and cognitive health on depression. Also relationship with spouse moderated the effect of economical status on depression and relationship with adult children moderated the effect of cognitive health on depression. The results of this study suggest that family relationship is important variable to reduce depression of the elderly.

Moderated Mediation effect of Parenting Behaviors on the Relation between Deviant Peer's Influences and Delinquency in Adolescence (청소년 비행행동에 대한 부모양육행동과 비행친구집단간의 조절된 매개효과)

  • Lee, Sang-Gyun
    • Journal of the Korean Society of Child Welfare
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    • no.27
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    • pp.121-151
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    • 2008
  • The purpose of this study is to examine the moderated mediation effects of parenting functioning on the relations between deviant peer's influences and delinquent behaviors in adolescence. To investigate the moderated mediation effects, simple slope test and bootstrapping method based on multiple linear regression(MLR) model were used. This study used data from wave 1-2(2003-2004) of the Korea Youth Panel Survey(KYPS). Results showed that poorer parenting increased the probability that adolescents would affiliated with deviant peers, and more association with deviant peers, in turn, was related to delinquency. There was statistical significant interaction between affiliation with deviant peers and parenting in the model for delinquency. It implied that the relation between deviant peers and delinquency depends on the quality of parenting. Finally, indirect effect of earlier parenting on delinquent behavior through affiliation with deviant peers was moderated by later parenting. These results help clarify the conditions under which exposure to parenting behaviors can buffer the negative effect of deviant best friends on delinquent behaviors in adolescence. Practice and policy implications as well as further research topic were discussed to aid the search for highly effective preventive and treatment interventions.

The Impact of Golf Apparel Consumers' Shopping Value on Store Loyalty: The Moderating Role of Consumers' Need for Uniqueness and a Store Type (골프의류 소비자의 쇼핑가치가 점포충성도에 미치는 영향: 독특성 욕구와 점포 유형의 조절효과)

  • Park, Sung-Jin;Han, Jin-Wook;Kim, Min-Soo
    • 한국체육학회지인문사회과학편
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    • v.51 no.4
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    • pp.197-210
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    • 2012
  • The purpose of this study was to examine a moderating effect of consumers'need for uniqueness and a store type in the relation between golf apparel consumers'shopping values and store loyalty. A total of 229 shoppers visiting golf shops at two department stores and four discount stores in Seoul was conveniently selected and responded to the survey questionnaire. Data analyses were conducted including frequency analysis, confirmatory factor analysis, reliability analysis, correlation analysis, multiple regression analysis and moderated multiple analysis with PASW 18.0. The results of this study indicated that (1) both utilitarian shopping value and hedonic shopping value affected store loyalty, (2) the impact of both shopping values on store loyalty was moderated by consumers' need for uniqueness, and (3) the impact of hedonic shopping value on store loyalty was moderated in terms of the store type, whereas the effect of utilitarian value on store loyalty was not moderated with the store type. Additional implications and directions for future research opportunities were discussed and suggested.

The Effects of Regulatory Focus on Proactive Behavior: A Moderated Mediation Model of Work Hope and Interpersonal Justice (조절초점이 주도적 행동에 미치는 영향: 일 희망과 대인 공정성의 조절된 매개효과)

  • Park, Ji-Hwan;Jeon, Moo-Kyeong
    • Asia-Pacific Journal of Business
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    • v.13 no.3
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    • pp.261-279
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    • 2022
  • Purpose - The purpose of this study was to examine the effect of regulatory focus on proactive behavior and to examine the mediating effect of work hope between superior's regulatory focus and subordinate's proactive behavior. In addition, the purpose of this study was to investigate the moderating effect of interpersonal justice between regulatory focus and work hope, and the moderated mediating effect of work hope and interpersonal justice in the relationship between regulatory focus and proactive behavior. Design/methodology/approach - This study used data 255pairs(510people) collected from Public organizations such as gu office and private organizations that perform various tasks such as human resources, finance, accounting, marketing, and R&D. The Confirmatory Factor Analysis (CFA) and the multiple regression analysis were used in order to analyze the data. Findings - The result showed that promotion focus was positively related to proactive behavior. In addition, this study found that the relationship between promotion focus and proactive behavior was mediated by work hope. Regarding the moderating roles of perceived interpersonal justice, the results showed that perceived interpersonal justice significantly interacted with promotion focus in influencing work hope. Finally, the moderated mediation analysis showed that the indirect effect of promotion focus on proactive behavior through work hope was valid only for subordinates with high perceived interpersonal justice. Research implications or Originality - In order to increase proactive behavior, it is necessary to focus on promotion focus and to increase the positive psychology such as hope. In addition, it is necessary to increase perception of interpersonal justice.

The Effect of Housing Cost Burden on the Mental Health of Middle-aged and Older People with Disabilities: Focused on the Moderating Effect of Social Capital

  • Sae-bom Kim;Jun-su Kim
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.8
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    • pp.147-155
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    • 2024
  • The purpose of this study is to analyze the relationship between housing cost burden and the mental health status of middle-aged and older adults with disabilities, and to examine whether this relationship is moderated by social capital. To achieve this goal, a final analysis was conducted on a sample of 938 individuals aged 45 and above with disabilities who participated in the 16th wave of the Korean Welfare Panel Study. Moderated multiple regression analysis was performed using Stata 17.0. The results of the study are as follows. First, an increase in housing cost burden was associated with a decrease in the mental health status of middle-aged and older adults with disabilities. Second, among the multidimensional elements of social capital, social networks were found to be a factor that positively influenced mental health status. The relationship between housing cost burden and mental health status was moderated by social networks, a key element of social capital. Based on these findings, this study confirms the value of social capital as a protective factor for improving the mental health status of middle-aged and older adults with disabilities who experience housing poverty due to housing cost burden, and suggests implications for social welfare strategies targeting the development of social capital.

Depressive Symptoms among a Group of Medical Students : Prevalence, Related Factors and Moderating Effect by the Positive Psychology (의과대학생들의 우울 증상 : 유병율, 관련요인 및 긍정심리의 조절효과)

  • Kim, Sang Hoon;Kim, Jung Ho;Jung, Hyung Shik;Park, Jong Chul;Kim, Young Shim
    • Mood & Emotion
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    • v.12 no.2
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    • pp.128-136
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    • 2014
  • Objectives : This study was undertaken to investigate the prevalence of depressive symptoms and their related factors among a group of medical students. Method : A total of 874 (529 male and 345 female) medical students were randomly selected to participate in a survey. Depressive symptoms, satisfaction with life, health behavior including alcohol use, stress, sleep disturbance and happiness were collected using self-reported questionnaires. Results : The prevalence of depressive symptoms was 10.8%. In stepwise multiple regression analysis, lower satisfaction of life, daytime dysfunction due to sleepiness, history of suicidal attempt, stress, sleep disturbance were found to be significant relating factors of depressive symptoms. In moderated regression analysis, the result showed that the impact of life stress were moderated by satisfaction of life on depressive symptoms, but the moderating effect of happiness was not significant. Conclusion : This study showed considerably high prevalence of depressive symptoms and BDI score in medical students. The findings suggest that early detection of depressive symptoms and intensive mental health promotion program is needed in order to improve medical student's mental health status.

The Effects of Consumer Value Perception of PB on Product Loyalty and Repurchase Intention

  • Yang, Hoe-Chang;Kim, Young-Ei
    • Journal of Distribution Science
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    • v.16 no.1
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    • pp.7-15
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    • 2018
  • Purpose - This study aimed to identify the impact of consumers' perception of the value of discount store PB products on brand loyalty and repurchase intention and simultaneously check whether consumers showed a different position depending on gender difference and age. Research design, data, and methodology - For data collection, total of 174 valid copies of questionnaire were obtained for analysis. And simple regression, multiple regression and hierarchical moderated regression analysis was conducted for hypothesis verification and implication Results - It was found that functional, social and emotional value perceived by consumers had a positive impact on brand loyalty and repurchase intention. And it was found that consumers who were in a relatively lower age group were positive, in the relation between emotional value and repurchase intention only. Conclusions - It was suggested that consumers accept discount store PB products positively overall. Therefore, discount stores must not only need to develop their strengths in various parts of PB product beyond consumer's positive perception but also make efforts to raise the social awareness of the use of PB products. And they have to promote consumer decision making by concentrating on emotional factors take a different approach to consumers in a higher age group.

The Effect of Congruity between Product and TV Reality Show on Purchase Intention: The Moderating Role of Consumer Factors

  • Bai, Xue;Kim, Kyung-Tae
    • Journal of Information Technology Applications and Management
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    • v.27 no.1
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    • pp.173-186
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    • 2020
  • This study examines the effect of congruity between product and TV reality show on purchase intention of Chinese consumers. A total of 110 respondents from Chinese consumers were collected using online surveys. The results were analyzed by SPSS 22.0. Multiple Linear Regression and process analysis were used to test the hypotheses. This article found that congruity between product and TV reality show, attitude toward product placement and recall of product affected consumers' purchase intention. In addition, the frequency of consumer watching TV reality show and familiarity of product moderated the attitude toward product placement and recall of product. This study provides useful implications for sponsors to select product placement as one of their marketing promotion tool.

The Effects of Organizational Justice and Dispositional Affectivity on Job Satisfaction and Intent to Leave among Nurses (조직공정성과 감정성향이 간호사의 직무만족과 이직의도에 미치는 영향)

  • Yom, Young-Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.16 no.3
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    • pp.276-285
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    • 2010
  • Purpose: The purpose of this study was to investigate the effects of organizational justice and dispositional affectivity on job satisfaction and intent to leave among nurses. Methods: The sample of this study consisted of 274 nurses from 2 general hospitals located in Incheon. Data were collected with self-administered questionnaires and were analyzed by hierarchical multiple regression. Results: Distributive and interactional justices had positive impacts on nurses' job satisfaction. Distributive, procedural and interactional justices had negative impacts on nurses' intent to leave. It was found out that positive affectivity significantly moderated the effect of interactional justice on job satisfaction while dispositional affectivity did not significantly moderate the effect of organizational justice on the intent to leave. Conclusion: The results imply that hospital administrators should pay attention to the dispositional affectivity of nurses to increase their job satisfaction. Further, hospital needs to maintain organizational justice to reduce nurses' turnover.

Marital Conflict and Children's Behavior Problems: The Moderating Effects of the Resolution of Marital Conflict (부부갈등과 아동의 행동문제: 부부갈등해결의 중재효과)

  • Kwon, Young Ock;Yi, Soon Hyung
    • Korean Journal of Child Studies
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    • v.20 no.4
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    • pp.61-74
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    • 1999
  • This study examined the salutary effects of marital conflict resolution on children's behavior problems. The subjects were 487 4th and 6th grade students and their parents. Data were analyzed by multiple regression analyses of the SAS program. Children's problem behaviors were positively correlated with their perception of marital conflict. After intervention, children's perception of the resolution of marital conflict moderated their aggressive or immature behavior. Sex and age differences showed salutary effects of marital conflict resolution on boys' but not girls' behavior problems and on 6th grade students but not 4th grade students.

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