• Title/Summary/Keyword: hierarchical regression method

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The Influence of Traumatic Events on Turnover Intention among Nurses Working in Intensive Care Units: The Moderating Effect of Emotional Intelligence (중환자실 간호사의 외상성 사건 경험이 이직의도에 미치는 영향 : 감성지능의 조절효과)

  • Kim, Hyunmi;Park, Jiyoung
    • Journal of Korean Critical Care Nursing
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    • v.14 no.2
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    • pp.70-81
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    • 2021
  • Purpose : The purpose of this study was to identify the moderating effects of emotional intelligence on the relationship between traumatic events and turnover intention among nurses working in intensive care units (ICUs). Method : In this predictive correlation study, the convenience sample included 133 ICU nurses. Data were collected using an online, structured self-report survey. The collected data were analyzed by descriptive statistics, an independent t-test, an analysis of variance, Pearson's correlation coefficient, and a hierarchical multiple regression analysis using SPSS/WIN 25.0. Results : The most frequently experienced traumatic events in ICUs were "nursing patients with abnormal behavior, including shouting and delirium," "end-of-life care," and "nursing patients with a risk of disease transmission, including AIDS and tuberculosis." The moderating effect of emotional intelligence was found to be statistically significant on the relationship between traumatic events and turnover intentions (𝛽=-0.15, p =.029). Conclusion : Intervention to improve the emotional intelligence of ICU nurses can be a salient strategy to reduce turnover intention resulting from traumatic events.

The effect of some local dental hygiene and students' self-determination on class participation: Focusing on the mediating effect of educators' feedback types (일부 지역 치위생(학)과 학생들의 자기결정성이 수업참여에 미치는 영향: 교육자의 피드백 유형의 매개효과를 중심으로)

  • Jang, Kyeung-Ae
    • Journal of Korean society of Dental Hygiene
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    • v.21 no.4
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    • pp.481-489
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    • 2021
  • Objectives: This study was conducted to understand the effect of learners' self-determination on class participation, focusing on the feedback type of educators. Methods: A survey was conducted from May 1 to May 31 2021 on dental hygiene students, and a total of 151 valid responses were analyzed. The questionnaire consisted of general characteristics, self-determination, class participation, and educator's feedback type. The analysis method used correlation analysis and hierarchical regression analysis. Results: In relation to self-determination, class participation, and feedback type of educators, self-determination was positive feedback (r=0.338, p<0.01), class participation was corrective feedback (r=0.418, p<0.01), and positive feedback was correction (r=0.742, p<0.01). As a result of the mediating effect of the educator's feedback type in the relationship between self-determination and class participation, it was found to be significant by partially mediating positive and corrective feedback. Conclusions: It was found that the right to self-determination influences class participation based on positive feedback and corrective feedback of educators. It relates to efforts to strengthen learners' self-determination and provide appropriate types of feedback from educators.

Logistic Capability and Total Quality Management Practice on SME's Performance

  • MARJAN, Yakuttinah;HASANAH, Uswatun;MULIATIE, Yurilla Endah;USMAN, Indrianawati
    • Journal of Distribution Science
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    • v.20 no.7
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    • pp.97-105
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    • 2022
  • Purpose: This study aims to analyze and prove the effect of logistic capability and Total Quality Management practices on Micro, Small and Medium Enterprises (SME) performance directly or mediated by non-financial performance. Research design, data and methodology: This study tested the hypothesis using Hierarchical multiple regression analysis, the method of data collection in this study was using questionnaire, the sampling technique was purposive sampling technique, with SME that has been established for more than 5 years and manufacturing. The data analyzed were 180 respondents using SPSS 25. Results: The findings showed that logistic capability has direct and indirect effects on SME financial performance and has a positive effect on SME financial performance mediated by non-financial performance. While the total quality management practices have a positive effect on SME financial performance mediated by non-financial performance. Thus, companies can achieve maximum financial performance if they invest in developing employee knowledge and concerning on non-financial actions, such as employee satisfaction, innovation and proactively seeking market opportunities. Conclusions: In conclusion, one of the main factors that companies need to consider to improve financial performance is non-financial performance in mediating the effect of logistic capability and TQM practices on the financial performance of SMEs.

Factors Associated with Sugar-Sweetened Beverage Consumption in Preschool Children (학령전기 아동 단 음료 섭취 관련 요인)

  • Ra, Jin Suk
    • Journal of Korean Public Health Nursing
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    • v.36 no.3
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    • pp.309-322
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    • 2022
  • Purpose: The purpose of this study was to identify factors associated with sugar-sweetened beverage consumption of Korean preschool children. Methods: Subjects for the study were recruited using the convenience sampling method. A total of 162 mothers with preschool children aged 3 to 5 years participated in the study using a self-reported questionnaire and provided data regarding the frequency and quantum of the children's sugar-sweetened beverage consumption days in a week and the factors associated with such consumption. Hierarchical multiple regression analysis was conducted to analyze the factors associated with the sugar-sweetened beverage consumption of preschool children. Results: Among the children-specific factors, age (β=.13, p=.015) was positively associated, while fruits/vegetable consumption (β=-.22, p<.001) was negatively associated with sugar-sweetened beverage consumption of the preschool children. Among the mother-specific factors, fruits/vegetable consumption of mothers was negatively associated (β=-.16, p=.006), while the sugar-sweetened beverage consumption of the mothers was positively associated with the sugar-sweetened beverage consumption of the preschool children (β=.27, p<.001). In addition, the maternal restrictive feeding style was negatively associated with sugar-sweetened beverage consumption of preschool children (β=-.23, p<.001). Conclusion: Based on these results, interventions targeted at children, parents, and the family environment should be developed to reduce the consumption of sugar-sweetened beverages in early childhood.

Investigating the Effects of Job Stress on the Distraction and Risky Driving Behaviors of Food Delivery Motorcycle Riders

  • Ching-Fu Chen
    • Safety and Health at Work
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    • v.14 no.2
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    • pp.207-214
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    • 2023
  • Background: Occupational safety issues related to food delivery riders emerge with evidence of an increase in associated traffic accidents and injuries along with the rapid growth of the online food delivery business. This paper focuses on food delivery riders' job stress and investigates its relationships with both antecedents and risky riding outcomes. Method: Survey data were collected from 279 Taiwanese food delivery motorcycle riders and analyzed using hierarchical regression analysis. Results: The results show that job overload and time pressure positively impact riders' job stress, while self-efficacy slightly reduces job stress. Job stress positively leads to risky driving behavior and distraction. In addition, time pressure can strengthen the impact of job overload on job stress. Riders' risky riding attitude can also strengthen the impacts of job stress on risky riding behaviors and distraction. Conclusion: This paper advances the literature on online food delivery as well as the occupational safety improvement of food delivery riders. Specifically, this study provides insights into the job stress of food delivery motorcycle riders and the effects of job characteristics and risky behavioral consequences.

The Exploration of the Factors Affecting Burnout among Young Working Adults (사회초년생의 직무소진에 영향을 미치는 요인 탐구)

  • Minkee Hong;Hyeonsu Byeon
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.743-750
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    • 2023
  • This research aims at drawing implications by positive and negative variables affecting burnout of young working adults. The authors derived social support and empathy from sorting out the positive variables, and job boredom and job stress from the negative variables. Many studies have shown that these selected variables are believed to influence considerably on burnout. This research is achieved by the method of hierarchical multiple regression analysis. The results indicate that four positive and negative variables influence on burnout, and the negative variables(job stress, job boredom) have the greater effect than the positive variables(empathy, social support) do. Thus, there is an urgent need for care and concern for the social beginners.

A Study of Sales Increase and/or Decrease by Campaign Using a Differential Equation Model of the Growth Phenomenon

  • Horinouchi, Kunihito;Takabayashi, Naoki;Yamamoto, Hisashi;Ohba, Masaaki
    • Industrial Engineering and Management Systems
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    • v.13 no.3
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    • pp.289-296
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    • 2014
  • With society becoming more advanced and complex, the required management engineering makes essential the development of human resources that can propose solutions for problems of new phenomena from a different perspective. As an example of such phenomena, we note a consumer electronics 'Eco-point' system campaign in this study. To mitigate global warming, revitalize the economy, and encourage the adoption of terrestrial digital compatible TVs, the consumer electronics Eco-point system campaign was implemented in May 2009 in Japan. In this study, we note a model which is constant term with exponential curve with notion of the growth phenomenon (Nakagiri and Kurita, Journal of the Operations Research Society of Japan, 2002). In our study, we call this model the 'differential equation model of the growth phenomenon.' This model represents a phenomenon with a hierarchical structure for capturing the properties of n species. In this study, we propose a new model which can represent not only the impact of largescale campaigns but also seasonal factors. Accordingly, we understand the phenomenon of fluctuation of sales of some products caused by large-scale campaigns and predict the fluctuation of sales. The final goal of this study is to develop human resources that can propose provision and solution for pre-consumption and reactionary decline in demand by understanding the impact of large-scale campaigns. As the first step of this goal, our objective is to propose a new regression method with different conventional perspective that can describe the fluctuation of sales caused by large-scale campaigns and show the possibility of new management engineering education.

The Influence of Social Capital on Food Product Purchase Intention and SNS-WOM - Mediating Role of Trust - (SNS에서의 사회적 자본이 외식상품 구매의도 및 구전의도에 미치는 영향 - 외식상품 신뢰의 매개역할을 중심으로 -)

  • Han, Ji-Soo;Lee, Hyoung-Ju
    • Culinary science and hospitality research
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    • v.22 no.3
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    • pp.254-268
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    • 2016
  • The purpose of this study was to verify the effects of two types of social capital on trust, purchase intention, and SNS-WOM with regards to food products. In addition, the mediating role of trust was also examined. This survey was conducted from 15th to 29th on February, 2016 among SNS using convenience sampling method. A total of 300 responses were collected, of which 291 were used for analysis, after excluding responses containing missing data. Multiple regression and hierarchical regression were conducted to verify the hypotheses. The results from this study are as follows. First, it was found that bridging social capital had a greater effect on trust of food product than the bonding social capital. ; Second, trust of food product significantly impacted purchase intention and SNS-WOM;. Third, trust of food product found to mediate the relationships between bridging social capital and SNS-WOM, bridging social capital and purchase intention.

Analysis of the Interaction Effects of Self-esteem with Self-resilience on Adolescents Anger (청소년의 분노에 대한 자아존중감과 탄력성의 상호작용 효과 분석)

  • Lee, Eun-Chul;Nam, Sun-Woo
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.322-331
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    • 2016
  • This study aims to investigate interaction effects of self-esteem with self-resilience on adolescents' anger and to suggest for teaching method. For research, Anger, self-esteem, self-resilience was measured to total of 419 adolescents. The collected data were analyzed by multiple regression analysis and hierarchical regression analysis. The results, Firstly, anger were negatively influenced by the emotion regulation, diversity of Interests and interest, self-esteem in schools. Secondly, anger-in was negatively influenced by the self-esteem in schools, self-esteem in social, emotion regulation. Thirdly, anger-control was positively influenced by the emotion regulation, self-esteem in family. Fourthly, interaction effects of the self-esteem and self-resilience was statistically confirmed on anger. Fifthly, interaction effects of the self-esteem and self-resilience was statistically confirmed on anger-control.

The Individual Variables, Family and School Environmental Variables That Affect Victimization by Peer Aggression among Adolescents (청소년의 개인적 변인, 가족 및 학교환경 변인이 또래공격피해에 미치는 영향)

  • Lee, Young-Sun;Lee, Kyung-Nim
    • Korean Journal of Human Ecology
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    • v.13 no.5
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    • pp.659-672
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    • 2004
  • This study examines different individual, family, and school environmental variables that affect victimization by peer aggression among adolescents. The sample consists of 868 seventh and eighth graders. Statistics and method for data analysis include Cronbach's alpha, percentage, means, standard deviation, Pearson correlation, multiple regression, and hierarchical regression. The major findings of this study are as follows: First, adolescents, both withdrawn and aggressive, have lower achievement in school work. Boys experience more direct victimization by peer aggression. Adolescents, especially boys, often experience indirect victimization by peer aggression, when they become withdrawn, own lower self-esteem, and have lower achievement in school work. Second, adolescents have more direct victimization by peer aggression when their parents are negligent of them. Also, adolescents seem exposed to indirect victimization by peer aggression when they receive more physical and emotional abuse and negligence from their parents. Third, adolescents experience more victimization by peer aggression-whether it's direct or indirect, when they cannot get adjusted to peer relations and get teachers' supervision. Fourth, as to direct victimization by peer aggression, withdrawal, one of the individual variables, is the most reliable prediction followed by gender, negligence, adaptability in peer relations, aggression, and teacher's supervision in sequence. For indirect victimization by peer aggression, withdrawal is the most reliable prediction followed by adaptability in peer relations, gender, physical and emotional abuse, and negligence in sequence.

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