• Title/Summary/Keyword: mediated regression analysis

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Mediation analysis of chronotype, sleep-related factors, and depressive symptoms among workers: a cross-sectional study

  • Seo Young Kim;Hyo Jeong Kim;Seong-Sik Cho;Min Young Park;Mo-Yeol Kang
    • Annals of Occupational and Environmental Medicine
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    • v.35
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    • pp.47.1-47.14
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    • 2023
  • Background: This study aimed to examine the impact of chronotype on depressive symptoms and explore the mediating effects of sleep quality, pre-sleep cognitive arousal, and social jetlag in a sample of wage earners. Methods: A total of 3,917 waged workers were surveyed online in July 2022. Logistic regression and mediation analysis were used to assess the relationship between chronotype (morningness, intermediate, and eveningness) and depressive symptoms (Patient Health Questionnaire ≥ 5), and the mediating effects of Insomnia Severity Index (ISI), Pittsburgh Sleep Quality Index (PSQI), and Pre-Sleep Arousal Scale (PSAS). All analyses were adjusted for age, education level, income level, marital status, coffee consumption, alcohol consumption, physical activity, occupation, employment status, and working hours to calculate odds ratios (ORs). Results: The chronotypes of all the participants were divided into morningness (4.7%), intermediate (93.5%), and eveningness (1.8%). Multiple logistic regression analysis showed an increased risk of depression in the eveningness chronotype (OR: 2.96; 95% confidence interval [CI]: 1.51, 5.86). Regarding the mediation analysis, ISI mediated 28.44% (95% CI: 16.39-40.5), PSQI for 31.25% (95% CI: 19.36, 43.15), and PSAS-Cognitive Score (PSAS-C) for 23.58% (95% CI: 10.66, 36.50) of the association between chronotype and depressive symptoms. However, social jetlag did not significantly mediate this relationship. (percentage mediated = 0.75%, 95% CI: -3.88, 5.39) Conclusions: Evening chronotypes exhibit an increased risk of depressive symptoms, which ISI, PSQI, and PSAS-C partially mediated. This suggests that interventions to improve sleep quality and maintain adequate sleep habits may effectively prevent and treat depression in employees with an eveningness chronotype.

The Influences of Teacher Efficacy on Infant's Adjustment to Child Care Centers: The Mediated Effect of Teacher-Infant Relationships (교사효능감이 영아의 어린이집 적응에 미치는 영향: 교사-영아 관계의 매개효과)

  • Yun, Jeong Min;Lee, Joo Yeon
    • Korean Journal of Childcare and Education
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    • v.14 no.1
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    • pp.203-225
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    • 2018
  • Objective: The aim of this study was to examine the mediated effect of teacher-infant relationships between teacher efficacy and infant's adjustment to child care centers. Methods: A total of 137 child care teachers that lived in Gwangju and Jeollanamdo participated in this study. They were asked to answer two survey questionnaires for two infants. The data were analyzed using analysis of frequency, Pearson's correlation coefficient, and hierarchical multiple regression analysis. Results: The main results are as follows. First, teacher-infant relationships partially mediated the relationship between teacher efficacy and two sub-factors (prosocial behavior and day work adjustment) of adjustment in child care centers. Unlikely as it was, several sub-factors such as positive emotion, peer adaptation, and self-strength were fully mediated by teacher-infant relationships. Conclusion: The present study suggests that it is necessary to improve teacher-infant relationships with teacher efficacy in order to improve infants' adaptation to daycare. In addition, it should be understood that the structural relationship of the influence factors is different depending on the sub-factors of the child care adjustment.

Influence of the Education Service Quality and Result Expectations on Behavioral Intention: Focus on the TOEIC Business of a Global Company (교육서비스 품질과 교육성과의 기대일치여부가 행동의도에 미치는 영향: 글로벌기업의 TOEIC사업을 중심으로)

  • Kang, Ho-Gye;Song, In-Am;Hwang, Hee-Joong
    • Journal of Distribution Science
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    • v.11 no.2
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    • pp.71-81
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    • 2013
  • Purpose - The TOEIC test has been leading the change in the quality and the globalization of companies for about last 30 years. The TOEIC test is taken by about two million people each year and is used as a criterion to select new employees in companies or government offices, for performance ratings, and for overseas posting selections. Universities also use TOEIC test in various ways. Since the TOEIC test is used for the selection of new students for admission, transferring extra credits, scholarships, graduation certification, and admission of international students studying abroad, many universities all over the country provide students with TOEIC study lectures through their own language institutes. Despite the fact, there has been no research on the service quality or even the current situation of these institutes. Thus, this study aims to evaluate the factors that impact TOEIC lecture service quality and analyzes the effect of the expectation related to the education service quality and the result of education on intentional behavior. Research design, data, methodology - Data was collected by administering a survey to current TOEIC students from different university language institutes. The survey questionnaire comprised of a five-point Likert scale. The demographic analysis was conducted using the frequency analysis method and the factor analysis was conducted to verify the validity of questionnaire over any variable. The reliability analysis was conducted to verify the reliability of the results. Besides, multiple regression analysis, regression analysis, and mediated effect verification were also conducted. For education service quality, four different independent variables such as reliability, response, conviction, and sympathy were considered using the SERVQUAL survey model. Based on the research models, the study hypotheses below were formulated in order to recognize an effect relationship between the variables. The four hypotheses are, "the hypothesis on education service quality and TOEIC study result expectation," "the hypothesis on education service quality and behavioral intention," "the hypothesis on study result expectation and behavioral intention," and "the hypothesis on study result expectation and mediated effect." Results - The results are as follows. First, the factors like response, conviction, and sympathy have a positive influence on TOEIC study result expectations. Second, the TOEIC study result expectation has a positive influence on the factors of behavioral intention such as re-sign up, positive word-of-mouth, "loyalty towards school." Third, it was verified that the mediated effect on behavioral intention was influenced by education service quality at university foreign language institute, while the study result expectation has only a partial mediated effect. Conclusions - The implications of this study are summarized as follows: First, it suggests a new research model for the effect of the expectation related to the education service quality and the result of education in the university language institutes on the behavioral intention. Second, it has established a relationship between the education service quality and study result expectation by verifying the mediated effect on them.

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A Path Analysis of Store Perception Variables on Consumers` Store Loyalty in Apparel Product Purchasing (의류제품 구매시 소비자의 점포충성도에 미치는 점포지각변인의 경로분석)

  • Kim, Soo-Jin;Chung, Myung-Sun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.29 no.2
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    • pp.356-366
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    • 2005
  • The purpose of this study was to examine a path analysis of perceived service quality, store image, alternative store attraction, consumer satisfaction and switching barrier perception on store loyalty in apparel product purchasing. The questionnaire was administered to 450 women shopped in a department store in Gwang-ju during September, 12-26, 2002. Data collected from 384 women were analyzed by using frequency, multiple regression analysis, path analysis by SPSS for WIN program. The results were as follows ; First, the switching barrier perception, consumer satisfaction, perceived service quality, store image significantly influenced store loyalty. Second, the consumer satisfaction, perceived service quality, store image, alternative store's attraction significantly influenced switching barrier perception. Third, the perceived service quality, store image, alternative store's attraction significantly influenced consumer satisfaction. Fourth, the perceived service quality, store image, alternative store's attraction had indirect effects on store loyalty mediated by consumer satisfaction and switching barrier perception. The consumer satisfaction had indirect effects on store loyalty mediated by switching barrier perception. In short, perceived service quality, store image, alternative store's attraction influenced on store loyalty mediated by consumer satisfaction and switching perception.

The Impact of Value Inclination of SME Members on Organizational Citizenship Behavior: Focusing on the Role of Job Satisfaction and Perceived Organizational Support

  • KIM, Hee-Sung;HONG, In-Gi;YANG, Hoe-Chang
    • The Journal of Industrial Distribution & Business
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    • v.10 no.7
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    • pp.29-37
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    • 2019
  • Purpose - The purpose of this paper is to find out a range of cues that trigger employees to willingly make efforts for corporate development in small and medium enterprises. This was determined by assessing the effects of employees' value inclination on their job satisfaction and organizational citizenship behavior as well as how they perceived their organizational support. Research design, data, and methodology - A total of 126 valid questionnaire sheets collected from SME employees were analyzed with SPSS 24.0 and AMOS 24.0 involving simple regression analysis, multiple regression analysis, hierarchical moderated regression analysis and 3-step mediated regression analysis. Results - The analyses highlighted employees' personal value inclination had positive effects on their job satisfaction, which in turn enhanced their organizational citizenship behavior. Meanwhile, individualist and collectivist inclination exerted greater effects on job satisfaction and organizational citizenship behavior, respectively. The study also revealed that perceived organizational support moderated the relationship between job satisfaction and organizational citizenship behavior. Conclusion - Hence, CEOs in SMEs should avert any dichotomous analysis of their employees' value inclination, respect their personal value inclinations and also apply factors that could raise their job satisfaction. Likewise, it was shown that SME employees need to make personal efforts for organizational development.

Maternal Behavioral Inhibition/Activation System and Preschooler's Emotional Intelligence : Mediated by Maternal Emotional Expressiveness (유아의 정서지능과 관련된 어머니의 행동억제/활성화체계 및 정서표현성)

  • Kim, Jihyun;Chung, Jee-Nha;Min, Sung Hye
    • Korean Journal of Child Studies
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    • v.28 no.4
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    • pp.113-126
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    • 2007
  • This study explored mediating effects of the maternal emotional expressiveness between maternal behavioral inhibition/behavioral activation system and children's emotional intelligence. subjects were 138 4- to 5-year-old preschoolers (92 boys, 46 girls) and their mothers. The maternal behavioral inhibition/behavioral activation system was measured by BIS/BAS(Behavioral Inhibition System/Behavioral Activation System, Carver & White, 1994), maternal emotional expressiveness was measured by the Self-Expressiveness in the Family Questionnaire (Halberstadt, 1995), and children's emotional intelligence was measured by the Emotional Intelligence Questionnaire (Lee, 1998). Data were analyzed by descriptive statistics and multiple regression analysis. Results were that maternal positive expressiveness mediated the effects of maternal BIS on children's self-understanding and maternal negative expressiveness mediated the effects of maternal BAS on children's self-regulation.

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The Mediating Role of Peer Attachment between Affective School Environment and Children's Behavior Problems (심리적 학교 환경과 아동의 문제행동에서 또래 애착의 매개효과)

  • Hay Man, Hnin;Yeon Ha, Kim
    • Human Ecology Research
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    • v.60 no.4
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    • pp.497-505
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    • 2022
  • This study aims to examine the mediating role of peer attachment between affective school environments and the problematic behaviors of children using data from the Panel Study on Korean Children 10th wave (2017). Descriptive statistics, reliability analysis, correlation analysis, multiple regression analysis, Sobel test, and bootstrapping versification were performed using SPSS 28.0 and Process Macro 28.0. The results indicate that controlled and rigid school environments were negatively associated with peer attachment and positively associated with both internal and external behavior problems. Furthermore, peer attachment was negatively associated with both internal and external behavioral problems. Peer attachment completely mediated the link between affective school environments and internal behavioral problems, and partially mediated the link between affective school environments and external behavioral problems. These results show the important role of supportive and democratic school environments regarding peer attachment.

A Study on the Influence of Service Quality in Commercial Bank of China on Customer Satisfaction and Intent of Use: Focused on the Mediated Effect of Bank Image (중국 상업은행의 서비스품질이 고객만족도와 이용의도에 미치는 영향에 관한 연구: 은행 이미지의 매개효과를 중심으로)

  • Liu, Zi-Yang;Liang, Yaqing
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.07a
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    • pp.401-402
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    • 2019
  • The purpose of this study is to find specific service quality factors of enterprises that can maximize the perception of banks' services to users of commercial banks in China, and to establish empirically how these quality factors affect the bank's image. They also want to verify the impact of the positive image of the bank on the user's satisfaction and the willingness to use the bank's services. For empirical verification of this study, questionnaires will be used to customers who have used the services of each of the four commercial banks in China, and the survey was conducted. The collected data were analyzed using the SPSS using statistical techniques such as Cronbach' ${\alpha}$, Investigative Factor Analysis, Reliability Analysis, Correlation Analysis, Regression and Difference Verification. The results of the verification were summarized below. First, the quality of service of commercial banks has a partial positive effect on the bank's image. Second, the image of a commercial bank has a positive effect on customer satisfaction. Third, the image of a commercial bank has a positive effect on the purpose of use. Fourth, the image of commercial banks has a partial mediated effect between service quality and customer satisfaction. Fifth, the image of a commercial bank has a partial mediated effect between the quality of service and its intended use.

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The Effect to Consumer's Attitude influenced by Emotional Marketing and Visual Merchandising at Fashion Store (패션점포에서 감성마케팅과 비주얼머천다이징이 소비자태도에 미치는 영향)

  • Kim, Ranim;Lee, Seunghee
    • Journal of Fashion Business
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    • v.17 no.1
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    • pp.1-12
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    • 2013
  • The purpose of this study was to classify consumer's attitude at fashion store and analyze the relationship between emotional marketing and visual merchandising. Questionnaires were administered to 20-30 young consumers at fashion store in 20-30s who live in Seoul and Daegu. Data were analyzed by using frequency, factor analysis, reliability analysis, correlation analysis, regression analysis, multiple regression analysis, mediated regression analysis, analysis of variance, T-test, one way ANOVA. The results are as follows. First, emotional marketing had an effect on positive emotional response at fashion store. Second, visual merchandising had an effect on positive emotional response at fashion store. Third, emotional marketing and visual merchandising had an effect on positive relationship. Forth, positive emotional response had an effect on positive consumer's attitude. Lastly, emotional marketing and visual merchandising had an effect on positive consumer's attitude. The result of this study suggests to the fashion business that well managed various emotional response factor, positive emotional experience and desirable visual merchandising are necessary.

The Effect of Alcoholics' Depression on Suicidal Ideation -The Mediating Effect of Social Support- (알콜중독자의 우울이 자살사고(思考)에 미치는 영향 -사회적 지지의 매개효과-)

  • Lee, Eun-Hee
    • Journal of Digital Convergence
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    • v.17 no.2
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    • pp.423-431
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    • 2019
  • The purpose of this study is to examine the mediating effect of social support in relations between alcoholics' depression and suicidal ideation. The subjects were diagnosed with alcohol dependence by the DSM-IV, and are currently hospitalized at the hospitals in Busan, Ulsan, etc. for alcohol treatment. After explaining the purpose of this study to the participants, the questionnaires were distributed to those who agreed to the research and survey was self-written. Through this process, 217 questionnaires were analyzed. The Survey was done from October 1 to November 1, 2017. To examine the mediating effect of social support, 3steps' mediated regression analysis and Sobel test were done. The result of mediated regression analysis show halfly mediated effect of social support on alcoholics' suicidal ideation. According to these findings, intervention strategies that focus on increasing the social support on alcoholics are suggested.