• Title/Summary/Keyword: Mediation using Multiple Regression

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The Effects of Young Children's Emotion Knowledge on Their Autobiographical Memory : With a Focus on the Mediation of Negative Emotionality (유아의 정서지식이 자전적 기억에 미치는 영향 : 부정적 정서성의 매개효과를 중심으로)

  • Sung, Miyoung
    • Korean Journal of Human Ecology
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    • v.21 no.4
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    • pp.705-714
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    • 2012
  • This study investigated the relationships among emotion knowledge, negative emotionality, and autobiographical memory in a sample of 131 three- to five-year-old children attending day care center in seoul. The collected data were analyzed using simple regression and hierarchical multiple regression. The main results of this study were as follows. First, children's emotion knowledge exerted negative effects on their negative emotionality. Second, children's negative emotionality had a positive influence on their autobiographical memory. Finally, the effect of children's emotion knowledge on their autobiographical memory was partially mediated by their negative emotionality. These findings provide a preliminary evidence that children's emotion knowledge and negative emotionality may predict their autobiographical memory.

Mediating Effect of Mindfulness between Stressful Life Events and Depression in Nursing Students (간호대학생의 생활스트레스와 우울의 관계에서 마음챙김의 매개효과)

  • Song, Yeoungsuk
    • Journal of Korean Public Health Nursing
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    • v.31 no.3
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    • pp.518-527
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    • 2017
  • Purpose: This study examined the relationship among stressful life events, mindfulness and depression, and explored the mediating role of mindfulness between stressful life events and depression in nursing students. Methods: A cross-sectional survey was undertaken. A sample of 120 nursing students participated in the study. The self-reported measures of stressful life events (revised life stress scale), depression (DASS-D) and mindfulness (MAAS) were adopted in April, 2017. The data were analyzed using descriptive statistics, frequency, Pearson correlation coefficient and multiple regression. Mediation analysis was performed using the Baron & Kenny method and Sobel test. Results: The mean scores of stressful life events, mindfulness and depression were 39.50, 77.03, and 8.18, respectively. Higher levels of stressful life events were associated with lower mindfulness (r = -46, p < .001) and higher depression (r = -44, p < .001), and mindfulness was negatively associated with depression (r = -72, p < .001). Mindfulness showed full mediation in the relationship between stressful life events and depression. Conclusion: Stressful life events influenced the nursing students' depression via the full mediating effect of mindfulness. Promoting mindfulness plays an important role in reducing depression in nursing students. Therefore, it is important to develop a mindfulness program or use a mindfulness-based stress reduction program (MBSR) for nursing students.

Relationships of Activities of Daily Living and Body Image with Quality of Life in Stroke Patients: Mediating Effects of Interpersonal Relations (뇌졸중 환자의 일상생활 수행능력, 신체상이 삶의 질에 미치는 영향: 대인관계 매개효과 중심)

  • Kim, Minju;Park, Hyomin
    • Journal of muscle and joint health
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    • v.28 no.2
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    • pp.183-191
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    • 2021
  • Purpose: This study was conducted to identify factors associated with stroke patients' quality of life (QOL) and examine the mediating effects of interpersonal relations in the relationships of activities of daily living (ADL) and body image with QOL. Methods: In this study, 160 stroke patients were recruited from an outpatient clinic of a university hospital and rehabilitation clinic of a long-term care hospital. Participants completed a questionnaire which included sociodemographic characteristics, ADL, body image, interpersonal relation, and QOL. Descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficients, multiple regression analysis, and process macro mediation analysis were conducted using SPSS. Results: The mean scores were 91.01 (range 6~100) for ADL, 61.19 (range 40~79) for body image, 87.53 (range 29~123) for interpersonal relations, and 186.67 (range 71~243) for QOL. Multiple regression analyses showed that ADL, body image, interpersonal relations, and participation in group activities after stroke were significantly associated with QOL among stroke patients (p<.05). There were no mediating effects of interpersonal relations in the relationships of ADL and body image with QOL (p>.05). Conclusion: This study showed that there is a need for physical, psychological, and social recovery to improve the QOL of stroke patients.

Effect of the Personal Agency Beliefs in the Relationship between the Commitment to a Career Choice and Major Satisfaction of College Student (대학생의 진로결정몰입과 전공만족의 관계에서 개인작인신념의 효과)

  • Kim, Youn Joong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.155-164
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    • 2015
  • The aim of this study was to identify a variables that can affect Commitment to a Career Choice focusing mainly on the satisfaction with one's major in college and personal agency beliefs. This research carried out a survey on a total of 626 students at 4-year public and private university. The information is processed using the SPSSWIN19.0 program, which carried out frequency analysis, reliability measurement, one-way ANOVA, linear regression analysis, multiple moderating regression analysis, and three-step mediate regression analysis. The results of this study showed that groups showing greater satisfaction with their major had a higher level of commitment to a career choice. Personal beliefs was one thing that can achieve partial mediation or complete mediation when it comes to the relationship between the satisfaction of their major and commitment to a career choice.

The Mediating Effect of Stress-coping Strategies of Childcare Teachers' Creative Personality on Teacher Efficacy (어린이집 교사의 창의적 인성이 교사효능감에 미치는 영향에서 스트레스 대처전략의 매개효과)

  • Lee, Kang-Jae;Lee, You-Me
    • Korean Journal of Childcare and Education
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    • v.13 no.4
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    • pp.19-35
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    • 2017
  • Objective: This study aimed to investigate the mediating effect of stress-coping strategies of childcare teachers' creative personality on teacher efficacy. Methods: Study subjects were 204 childcare teachers working at nursery schools located in S city of Gyeonggi province, and this study collected materials from childcare teachers through a self-report survey. For materials collected, this study conducted frequency analysis, correlation analysis and multiple regression analysis using spss 21.0, and verified the mediating effect through the Sobel Test. Results of this study are as follows. Results: First, there was a positive correlation among creative personality, teacher efficacy and stress-coping strategies. Second, results show that stress-coping strategies mediate the effect of childcare teachers' creative personality on teacher efficacy. Lastly, problem-focused coping strategies turned out to be full mediation, whereas coping strategies seeking social support was partial mediation. Conclusion: Based on the results, this study suggested the necessity to prepare a practical plan for enabling childcare teachers to use stress-coping strategies in a successful way.

Relationship of Workplace Violence to Turnover Intention in Hospital Nurses: Resilience as a Mediator (병원 간호사의 직장 폭력경험과 이직의도의 관계에서 극복력의 매개작용)

  • Kang, Hyun-Jung;Shin, Jaeyong;Lee, Eun-Hyun
    • Journal of Korean Academy of Nursing
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    • v.50 no.5
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    • pp.728-736
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    • 2020
  • Purpose: This study aimed to identify the relationship between workplace violence and turnover intention, and the mediation effect of resilience on the relationship in hospital nurses. Methods: This was a cross-sectional study. A total of 237 registered nurses were recruited from three hospitals in South Korea from April to May 2019. Participants were invited to complete self-reported questionnaires that measure workplace violence, turnover intention, resilience, and demographic information. The data obtained were analyzed using multiple regression and a simple mediation model applying the PROCESS macro with 95% bias-corrected bootstrap confidence interval (5,000 bootstrap resampling). Results: After controlling demographic covariates, workplace violence significantly accounted for the variance of turnover intention. It was also demonstrated that resilience partially mediated the relationship between workplace violence and turnover intention in hospital nurses. A 73.8% of nurses had experienced workplace violence (such as attack on personality, attack on professional status, isolation from work, or direct attack). Conclusion: Workplace violence directly influences turnover intention of nurses and indirectly influences it through resilience. Therefore, hospital administrators need to develop and provide a workplace violence preventive program and resilience enhancement program to decrease nurses' turnover intention, and leaving.

The mediating effect of the positive psychological capital between self-determination and grit in nursing students (간호대학생의 자기결정성과 그릿의 관계에 미치는 긍정심리자본의 매개효과)

  • Kim, Chul-Gyu;Jeong, Su-Jeong
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.4
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    • pp.362-370
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    • 2023
  • Purpose: This is a study to confirm the mediating effect of positive psychological capital in the relationship between the self-determination and grit of nursing students. Methods: The subjects of the study were 122 university nursing department students in their junior and senior years. The data were collected from December 1 to 23, 2022. The collected data were analyzed by descriptive statistics, an independent t-test, Mann-Whitney U-test, Pearson's correlation, and a hierarchical multiple regression analysis using IBM SPSS statistics version 26.0. Results: A statistically significant correlation was observed between self-determination, positive psychological capital and grit (p<.001). The positive psychological capital had full mediation effects on the relationship between self-determination and grit. In other words, the higher levels of positive psychological capital were associated with better levels of grit among nursing students. Conclusion: The study showed that positive psychological capital and self-determination have important effects on grit. To enhance the grit of nursing students, it is essential to implement educational programs aimed at improving self-determination and positive psychological capital.

The Effect of Emotional Labor on Job Satisfaction in Dental Hygienists: Focusing on the Mediation Effects of Positive Psychological Capital

  • Ye-Seul Han
    • Journal of dental hygiene science
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    • v.23 no.3
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    • pp.199-207
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    • 2023
  • Background: This study investigated the effects of positive psychological capital on the relationship between emotional labor and job satisfaction among dental hygienists. Methods: Data were collected from 296 dental hygienists working at clinical sites in Korea between July 25 and August 15, 2022. Participants were surveyed using structured questionnaires. Statistical analysis was performed using an independent t-test, ANOVA, descriptive statistics, and stepwise multiple regression analysis using SPSS/WIN 21.0. The mediating effect of positive psychological capital on the relationship between emotional labor and job satisfaction was tested using Baron and Kenny's 3-step hierarchical regression analysis. Results: Emotional labor was negatively correlated with positive psychological capital (r=-0.148, p=0.011) and job satisfaction (r=-0.214, p<0.001). Positive psychological capital had a positive correlation with job satisfaction (r=0.441, p<0.001). In addition, the positive psychological capital, had a partial mediating effect (z=-2.472, p=0.013) on the relationship between emotional labor and job satisfaction. Conclusion: Attitudes that reduce emotional labor, which adversely affects job satisfaction, and bolster positive psychological capital are needed.

The Effects of Enjoyable Couple Activity and Common Dyadic Coping on Marital Satisfaction through Mediation of Sexual Intimacy: Focusing on Urban Chinese Women in the Early Years of Marriage (즐거운 부부활동과 협력적 부부대처가 성적 친밀감을 매개로 결혼만족도에 미치는 영향: 결혼초기 중국 도시 여성을 중심으로)

  • Kim, Deuksung;Kwon, Yoona;Xin, Siyuan
    • Human Ecology Research
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    • v.59 no.1
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    • pp.45-58
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    • 2021
  • The present study examined whether enjoyable couple activity and common dyadic coping as daily positive couple interactions have direct or indirect effects on marital satisfaction through the mediation of sexual intimacy among urban Chinese women in the early years of marriage. The subjects were 182 urban women born under the one-child policy, who live in Heilongjiang, Anhui and Beijing provinces of China, and have been married up to six years. Data were collected using a self-administered questionnaire. We conducted a hierarchical multiple regression analysis in SPSS software and tested the significance of the mediation effects using bootstrapping method in Mplus software. The results of the study are as follows. First, both enjoyable couple activity and common dyadic coping had positive direct impacts on urban Chinese women's marital satisfaction and positive indirect impacts on marital satisfaction via sexual intimacy. Second, enjoyable couple activity was the strongest predictor of marital satisfaction, followed by common dyadic coping and sexual intimacy. The path model explained 48% of the variance in marital satisfaction. The results suggest that enjoyable couple activity, common dyadic coping, and sexual intimacy should be considered in the design of interventions to enhance urban Chinese women's marital satisfaction in the early years of marriage.

Mediation Effect of Positive Psychological Capital between Self-leadership and Learning Flow of Nursing Students (간호대학생의 셀프리더십과 학습몰입의 관계에서 긍정심리자본의 매개효과)

  • Kim, Yu-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.112-122
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    • 2016
  • This study is a descriptive study designed to identify the relationships among self-leadership, positive psychological capital, and learning flow, and the mediation effect of positive psychological capital between self-leadership and learning flow. The participants for this study were 218 nursing students following a four-year curriculum in J city and the data was collected from April 1st to April 15th, 2016, and analyzed using descriptive statistics, the t-test, one way ANOVA, Pearson's correlation and multiple regression with the SPSS 22.0 Program. There were significant correlations among self-leadership, positive psychological capital, and learning flow. In the multiple regression analysis, the main factor affecting learning flow was self-leadership, which explained 44.1% of the variance in learning flow. Moreover, of 4 the components of positive psychological capital, self-efficacy and hope had a partial mediating effect between self-leadership and learning flow. Self-leadership, positive psychological capital, and learning flow relationship were positive relevant. To enhance the learning flow ability of the nursing students, it is necessary to develop a training program to increase their self-leadership and positive psychological capital.