• Title/Summary/Keyword: Mediation using Multiple Regression

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The Relationship between Job Stress and Career Resilience of Fire Fighting Officers: The Mediation Effect of the Job Efficacy (소방공무원의 직무스트레스와 경력탄력성의 관계: 직무효능감의 매개효과)

  • Han, Hye Kyung;Kim, Gab Sook
    • Fire Science and Engineering
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    • v.33 no.2
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    • pp.155-163
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    • 2019
  • The purpose of this study was to investigate the mediation effect of the job efficacy on the relationship between job stress and career resilience of fire fighting officers. The participants of this study were 151 Jeju Island local fire fighting officers. The research tools used were job stress scale, career resilience scale and job efficacy scale. The data were analyzed using the SPSS statistical program. Pearson's correlation analysis, hierarchical multiple regression analysis and the Sobel test were conducted. The results of this study are as follows: First, there was a significant negative correlation between the job stress and the career resilience and between the job stress and the job efficacy, while there was a significant positive correlation between the job efficacy and the career resilience. Second, the job efficacy of fire fighting officers was found to have a perfect mediation effect on the job stress and the career resilience. As a result, it was found that job efficiency as a mediator to cope with job stress can improve the work efficiency by improving the career resilience of fire fighting officers. Finally, the discussion and implication are provided based on the results.

The mediating effect of life stress on the relationship between paramedic student's health behavior and bioethics awareness (응급구조학과 학생의 건강행위와 생명윤리의식의 관계에서 생활스트레스의 매개효과)

  • Lee, Eun-Young;Kim, Jung Sun;Lee, Hyo-Cheol;Ko, Dae-Sik;Kang, Kwang-Soon;Kim, Chul-Tae
    • The Korean Journal of Emergency Medical Services
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    • v.23 no.3
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    • pp.97-110
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    • 2019
  • Purpose: This study aimed to investigate the role of life stress in the relation between health behaviors and bioethics awareness among paramedic students. Methods: This study recruited 238 paramedic students in F and R areas as participants. Multiple regression analysis was performed using Baron and Kenny's three-step procedure. Results: In the first stage, health behaviors had a significant effect on life stress (β=-.202, p<.01). In the second stage, health behaviors had a significant effect on bioethics awareness (β=.240, p<.001). In the third stage, life stress had a significant influence on bioethics awareness (β=-.167, p<.01). In the fourth stage, the regression coefficient of the third stage (β=.137) was less than that of the second stage (β=.159). In addition, when controlling for life stress, health behavior was shown to affect bioethics awareness (β=.206, p<.01). The mediating effect of life stress was found to be significant in the relation between health behavior and bioethics awareness (Z=2.04, p<.05). Conclusion: As health behavior is a factor that affects bioethics awareness through the mediation of living stress, universities should prepare training programs to improve the health behavior and reduce the life stress among students.

Influencing Factors of Self-esteem and job stress on Teacher Efficacy for Childcare Teacher (보육교사의 자아존중감, 직무스트레스가 교사효능감에 미치는 영향)

  • Byun, Eun Kyung;Chang, Koung Oh
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.6
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    • pp.3982-3990
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    • 2015
  • The purpose of this study is to explore degree of childcare teacher's teacher efficacy and the factors influencing of self-esteem and job stress on teacher efficacy of those surveyed. A total of 280 childcare teacher in G do were surveyed. All of this data is analyzed by using t-test, ANOVA, Pearson's correlation coefficients, multiple regression analysis with SPSS WIN/18.0. Teacher Efficacy according to general characteristics of those surveyed revealed significant difference in age, work experience, position, class age, and child parenting experience. Regression analysis showed 11.7% of variance in childcare teacher's teacher efficacy can by experience of dating with self-esteem and job stress. The fallow-up survey about various factors influencing childcare teacher's teacher efficacy is needed and teacher efficacy increasing mediation way are required.

The study on the effect of live commerce users' motivation on engagement and attitude: Focusing on the Untact consumption culture (라이브커머스 이용자의 동기가 인게이지먼트 및 태도에 미치는 영향 연구: 비대면 소비문화를 중심으로)

  • Yan, Wen-Yan;Qu, Yu-Bing;Yoon, Yeong-Hye
    • Journal of Digital Convergence
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    • v.20 no.5
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    • pp.221-226
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    • 2022
  • The purpose of this study is to explore the differentiated motivations of users of live commerce by focusing on the entry into untact consumption culture. In addition, we intend to verify the mediating effect of engagement in the relationship between the motivation and attitude of live commerce use. As for the research method, an online survey was conducted targeting live commerce users, and 245 valid samples were used for analysis. For data analysis, frequency analysis, exploratory factor analysis, reliability analysis, multiple regression analysis, and mediation regression analysis were performed. As a result of the analysis, the motivation for using live commerce was derived from four factors: Enjoyment of interaction, Substitutability of personal examination, Need for community, Trend setting. And Engagement was found to have a significant effect on attitude. Finally, engagement was found to have a partial mediating effect in the relationship between the motivation and attitude of live commerce use. The research results will provide implications for understanding non-face-to-face consumption culture and establishing effective strategies for the live commerce industry in the future.

Converged Influence of Professor Support on Academic Procrastination: Focused on the Mediation Effect of Academic Failure Tolerance (교수자 지지가 대학생의 학업적 지연행동에 미치는 융합적 영향: 학업적 실패내성의 매개효과)

  • Song, Seong-Suk;Ham, Hyun-Jin
    • Journal of the Korea Convergence Society
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    • v.12 no.3
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    • pp.225-235
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    • 2021
  • The purpose of this study is to verify the mediated effect of academic failure tolerance in the influence of professor support on academic procrastination of university students. A Google survey was conducted on 211 students at D University in Gyeonggi-do, and descriptive statistics, correlation analysis, and multiple regression were conducted using the SPSS program with collected data. The mediated effect of academic failure tolerance has been verified through three stages of regression analysis (Baron and Kenny) and Sobel Test. The results of the study are as follows; First, professor support has a negative correlation with academic procrastination, and a positive correlation with academic failure tolerance. In addition, there was a negative correlation between academic failure tolerance and academic procrastination. Second, it showed that academic failure tolerance has a full mediated effect in the influence of professor support on academic procrastination. This implies that it is necessary to create an educational environment that can raise the level of professor support and academic failure tolerance of university students in the academic situation. Therefore, this study suggested the need of providing a program of professor support that can improve academic procrastination problems and strengthen the academic failure tolerance of students.

Effects of Patient Satisfaction on Patient Caring Communication: Focusing on the Mediating Effects of Anxiety (환자돌봄 의사소통이 환자만족도에 미치는 영향: 불안의 매개효과를 중심으로)

  • Hyo Jin Won;Kawoun Seo
    • Journal of Industrial Convergence
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    • v.22 no.4
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    • pp.49-55
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    • 2024
  • This study is a descriptive research study to determine the mediating effect of anxiety in the relationship between patient care communication and patient satisfaction among hospitalized patients. Data was collected using self-administered questionnaires from October to December 2021. The collected data were analyzed using descriptive statistics, Pearson's correlation coefficient, and hierarchical multiple regression using the SPSS 24.0 program, and the effectiveness of the mediation effect was tested using the Sobel test. As a result of the study, there was a positive correlation between patient care communication and patient satisfaction, and a negative correlation between patient care communication and anxiety. And there was also a negative correlation between patient satisfaction and anxiety. In the relationship between patient care communication and patient satisfaction, anxiety had a partial mediating effect (z=2.93, p<.001), with an explanatory power of 38.4%. In order to improve patient satisfaction based on the results of this study, it is necessary to develop a program that can improve nurses' patient care communication capabilities and reduce patients' anxiety.

Mediating Effect of Career Preparation Behavior on Nursing Professionalism Related Factors of Nursing Students (간호대학생들의 간호전문직관 관련요인에서 진로준비행동의 매개효과)

  • Park, Hee-Sook;Choi, Dong-Sook;Kim, Hyo-Chun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.93-101
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    • 2019
  • This study was conducted to investigate the mediating effects of career preparation behavior on nursing professionalism related factors of nursing students. The subjects were 265 students in the first, second, third, and fourth grades of nursing schools in the Gyeongbuk area. Data were collected from May 7, 2018 to May 25, 2018 using structured questionnaires. Data were analyzed by t-tests, ANOVA, Pearson's correlation, and multiple regression analysis based on descriptive statistics (frequency, percentage, mean, standard deviation) using the SPSS 22.0 program. The results of this study showed that career identity and career attitude maturity have a partial mediation effect on career preparation behavior in relation to nursing professionalism. Career attitude maturity (${\beta}=.38$), career identity (${\beta}=.17$), and career preparation behavior (${\beta}=.14$) were significant factors affecting nursing professionalism and the explanatory power of these variables was 19%. Therefore, it is necessary to develop and apply educational methods to improve career preparation behaviors and enhance professionalism of nursing students. In addition, there is a need for follow-up research on the structural relationship between career preparation behaviors, which are concrete and practical actions related to nurse's careers, and how they affect other career-related variables.

Association between Childhood Attention Deficit Hyperactivity Disorder Features and Adulthood Psychological Resilience in Patients with Mood Disorders

  • Cho, Sang Hyun;Kim, Eui-Joong;Lee, Kyu Young;Bhang, Soo-Young;Choi, Jae-Won;Lee, Yunah;Joo, Eun-Jeong
    • Korean Journal of Biological Psychiatry
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    • v.27 no.2
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    • pp.74-83
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    • 2020
  • Objectives Psychological resilience plays a significant role in many aspects of mental health. The aim of this study was to find an association between childhood attention deficit hyperactivity disorder (ADHD) features and adulthood psychological resilience in patients with mood disorders. Methods A total of 213 patients with mood disorders including major depressive disorder or bipolar I, II disorder and 909 healthy controls were included. We assessed childhood ADHD features using the Wender Utah Rating Scale (WURS), adulthood psychological resilience using the Connor-Davidson Resilience Scale (CD-RISC), and current depressive mood using the Beck Depression Inventory (BDI). Pearson's correlation, multiple linear regression and a mediation analyses were performed to examine the relationships between three WURS factor (impulsivity, inattention, and mood instability) scores, the BDI score, and the CD-RISC score. Results The CD-RISC score was negatively correlated with the WURS childhood inattention factor score and current BDI score in patients with mood disorders. BDI score mediated the influence of the inattention factor score on CD-RISC score among patients with mood disorders. The CD-RISC score was significantly lower in patients with mood disorders than in controls even after controlling for age, WURS scores, and the BDI score. Conclusions An evaluation of psychological resilience is important for enhancing recovery and quality of life in patients with mood disorders. When assessing psychological resilience, current depression and ADHD features in childhood, particularly inattention, should be considered.

The influence of Ego-Resilience on Self-Leadership in Nursing Students: Mediating Effect of Critical Thinking Disposition (간호대학생의 자아탄력성이 셀프리더십에 미치는 영향: 비판적 사고성향의 매개효과)

  • Hye-Suk Kim;Mi-Hwa Park;Eun-Young Choi
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.329-337
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    • 2023
  • This study investigated the mediating effect of critical thinking disposition on the relationship between ego resilience and self-leadership of nursing students. The subjects of the study were 193 third-year and fourth-year nursing students from three universities in G Province, and data were collected from November 1 to November 19, 2021. The collected data were subjected to descriptive statistics, t-test, ANOVA, Pearson's correlation, and multiple regression using the SPSS/WIN 23.0 program. The mediation effect was analyzed using Baron and Kenny's three-step procedure, and the statistical significance of the mediation effect was verified using the Sobel test. As a result of this study, self-leadership was positively correlated with ego resilience(r=.43, p<.001) and critical thinking disposition(r=.51, p<.001), and ego resilience was positively correlated with critical thinking disposition(r =.58, p<.001). It was found that there was a partial mediating effect of critical thinking disposition in the relationship between ego resilience and self-leadership(Sobel test: Z=5.05, p<.001). Therefore, in order to increase the self-leadership of nursing students, an integrated approach is needed to improve ego resilience and critical thinking disposition.

The Mediating Effect of Regimen Distress in the Relationship between Medication Adherence and Glycemic Control in Men with Type 2 Diabetes Mellitus (제2형 당뇨병 성인 남성 환자의 약물치료 이행과 혈당 조절 수준 간에 치료 스트레스의 매개효과)

  • Seo, Yeong-Mi;Choi, Won-Hee
    • Journal of East-West Nursing Research
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    • v.22 no.2
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    • pp.170-177
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    • 2016
  • Purpose: The purpose of this study was to examine the mediating effect of regimen distress in the relationship between medication adherence and glycemic control in men with type 2 diabetes. Methods: A total of 116 patients with type 2 diabetes was recruited for the cross-sectional survey design. Data were analyzed using descriptive statistics, independent t-test, ANOVA, Pearson's correlation coefficient, and multiple regression using Baron and Kenny steps for mediation. Results: The mean score for medication adherence was 6.32, and the mean glycemic control level (HbA1c) was 7.47%. The mean score was 2.37 for regimen distress. There were significant correlations among medication adherence, regimen distress, and HbA1c. Regimen distress had a partial mediating effect (${\beta}$=.22, p=.005) in the relationship between medication adherence and HbA1c (Sobel test: Z=2.47, p=.013). Conclusion: Regimen distress was found to be associated with glycemic control in men with type 2 diabetes. Based on the findings of this study, nursing intervention programs focusing on decreasing regimen distress are highly recommended to improve level of glycemic control in patients with type 2 diabetes.