• Title/Summary/Keyword: Mediation Analysis

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The Relationship among Person-Job Fit, Self-Efficacy and Organizational Commitment of Job Training Program Participants in Small and Medium-sized Enterprises (중소기업 직무교육훈련 참여자의 개인-직무적합성과 자기효능감 및 조직몰입의 관계)

  • Seong-Jun Jeon
    • Knowledge Management Research
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    • v.23 no.4
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    • pp.207-231
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    • 2022
  • The purpose of this study is to identify the relationship between PJF(person-job fit) and members' organizational commitment focusing on the mediating factor. Previous Studies have found that person-job fit has positive effect on organizational commitment, and self-efficacy has positive effect on the organizational commitment. On the other hand, the studies to identify whether self-efficacy has a role in mediation between PJF and the members' organizational commitment has been insufficient. To that end, we considered self-efficacy as the mediator of the relationship between PJF and organizational commitment. We used the data which to perform national policy research from 690 workers at a small or medium firm. As a result of verifying the suitability of the research model, it was suitable for the acceptance criteria. Besides the hierarchical regression analysis, bootstrapping was conducted to verify significance of mediating effect of self-efficacy. The main results are as follows. First, the variables, PJF, self-efficacy and organizational commitment showed a positive correlation. Second, PJF has a positive effect on self-efficacy and organizational commitment significantly. Also self-efficacy has a positive effect on organizational commitment significantly. Third, the mediating effect of self-efficacy in the relationship between PJF and organizational commitment is significant. In order to improve person-job fit, this study suggested that SMEs' owners should consider job rotation system and career development program for employees. Based on this study result and implications, we discussed limit of research and direction for future research.

A Study of the Factors Affecting the Sustainability of Coastal Shipping Companies: from the Perspective of Safety (내항선사의 지속가능성에 미치는 영향 요인 연구 : 안전관련 중심으로)

  • Sung-Rae Cho;Chang-Kyun Noh
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.29 no.2
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    • pp.168-176
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    • 2023
  • The demand for measures to enhance the safety of maritime transportation is growing internationally, and coastal shipping companies are pursuing sustainability by establishing various maritime safety policies. Increased awareness of the safety management system and safety culture of coastal shipping companies will minimize accidents and increase corporate sustainability. This study empirically analyzed the impact of a safety management system (safety policy, risk management, and safety guarantee) on the corporate sustainability of coastal shipping companies through the mediation of safety culture. The survey questions for each variable were constructed based on previous research and a dministered to 204 employees of coastal shipping companies. Analysis founed that safety policy did not have a statistically significant effect on safety culture, but risk management and safety guarantees had a positive significant effect on safety culture, which in turn had a positive and significant effect on sustainability. Furthermore, we found that safety culture has a mediating effect on the relationship between risk management and safety guarantees and sustainability. Coastal shipping companies thus need to systematize and strengthen risk management and safety assurance to increase safety culture awareness, and increased safety culture awareness can also increase sustainability.

Effects of Vegetation Recovery for Surface Runoff and Soil Erosion in Burned Mountains, Yangyang (양양 산불지역 지표유출 및 토양침식에 대한 식생회복의 영향)

  • Shin, Seung Sook;Park, Sang Deog;Cho, Jae Woong;Lee, Kyu Song
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.4B
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    • pp.393-403
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    • 2008
  • While characteristics of topography, soil, and vegetation coverage were surveyed, also surface runoff and soil erosion for each rainfall event were measured to analyze effect of change of land cover conditions in mountain areas, Yangyang, directly after wildfire. Fifteen rainfall events were taken in total during the survey period. The result of this survey appeared that the amount of surface runoff and soil erosion are a great difference between plots with rapidly recovered vegetation and bare plots after wildfire. The burned plots where vegetation recovered rapidly generated two times or more of surface runoff and soil erosion than control plots, as burned plots with bare soil showed about ten times of surface runoff and sediment than control plots. The result of correlation analysis between main parameters of the surface runoff and soil erosion presented that rainfall factors and vegetation factors had significant effects on runoff and soil erosion. The sensitivity of runoff and soil erosion showed specially high correlation with vegetation indices. If the land surface disturbed by wildfire are recovered by natural vegetation as time passes, runoff and soil erosion may be decreased gradually. Because runoff and soil erosion in the areas with rare vegetation or bare soil are generated continuously, the discriminated mediation strategies would be established as condition of each region.

A Study of the Relationship between Positive Psychological Capital and Teaching Professionalism of Pre-service Early Childhood Teachers: An Analysis of the Mediating Effect of Passion for Teaching (예비유아교사의 긍정심리자본이 교사전문성에 미치는 영향 : 교직에 대한 열정의 매개효과)

  • Seung Hwa Jwa;Hae Jung Lee
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.5
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    • pp.193-201
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    • 2023
  • The purpose of this study was to examine the relationship among positive psychological capital, teacher professionalism, and passion for teaching of pre-service early childhood teachers. Specifically, this study investigated the mediating effect of passion for teaching on the relationship between positive psychological capital and teaching professionalism of pre-service early childhood teachers. The study participants were 198 pre-service early childhood teachers. Questionnaire were used to collect data. Data were analyzed using descriptive statics, Pearson correlation, multiple regression, and Sobel test for mediating effect. The results of the study were as follows: First, it was found that pre-service early childhood teachers had relatively high level of positive psychological capital, teacher professionalism, and passion for teaching. Second, there was a significant positive correlation between positive psychological capital, teacher professionalism, and passion for teaching of pre-service early childhood teachers. Third, the mediation effect of passion for teaching of per-service early childhood teachers between positive psychological capital and teacher professionalism was found to be partially significant. This result implies that positive psychological capitals and passion for teaching are to be effective to improve teaching professionalism of per-service early childhood teachers. The results of this study provides basic data on an early childhood teacher training program in improving teaching professionalism.

The Effect of Hospital Service Quality on Emotional Attachment, Perceived Value, and Customer Satisfaction (병원서비스품질이 감정적 애착과 지각된 가치 및 고객만족도에 미치는 영향)

  • Sin, Kyung-sook;An, Un-seok
    • Journal of Venture Innovation
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    • v.4 no.3
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    • pp.49-67
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    • 2021
  • This study analyzed the effects of hospital service quality, emotional attachment, and perceived value on customer satisfaction. In particular, the purpose of this study was to understand the role of emotional attachment and perceived value in the relationship between hospital service quality and customer satisfaction. For this purpose, the results of structural equation model analysis with the data collected by conducting a survey on customers visiting small and medium-sized hospitals were as follows. First, hospital service quality felt by hospital customers had a significant effect on emotional attachment and customer satisfaction, but had no significant effect on perceived value. Second, the emotional attachment felt by customers who visited the hospital had a significant effect on perceived value and customer satisfaction. Third, emotional attachment felt by customers in the relationship between hospital service quality and customer satisfaction had a significant mediating effect. Through the above results, it was confirmed that the service quality felt by customers visiting the hospital leads to attachment to the doctor's competence and medical technology competency, which leads to an increase in customer satisfaction through this attachment. The implications obtained based on these results are as follows. In order for the service quality felt by the customers who visit the hospital to lead to customer satisfaction, above all, it is important to focus on the emotional attachment they can have and find a strategy to improve the service quality. In other words, it is necessary to establish excellent medical staff and medical technology so that hospital customers can have high confidence in the competence of doctors and medical technology, and establish a public relations strategy that can effectively display these competences. Through these efforts, hospital customers will feel a strong attachment to doctors and medical technology, which will increase their satisfaction with the hospital.

The Effect of Layout Framing on SNS Shopping Information: A-D Perspective (SNS 쇼핑정보의 레이아웃 프레이밍 연구: A-D 관점에서)

  • Yanjinlkham Khurelchuluun;Zainab Shabir;Dong-Seok Lee;Gwi-Gon Kim
    • Journal of Industrial Convergence
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    • v.21 no.11
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    • pp.1-12
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    • 2023
  • With the recent explosive popularity of SNS, it is increasingly important to utilize SNS marketing, and in this process, the importance of image and caption order in SNS layout is also growing. This research aims to analyze the impact of SNS layouts (Image First vs. Caption First) on the user's attitude toward SNS shopping. A survey was conducted targeting 350 general public and college(graduate) students living in Daegu City and Gyeongbuk Province. The data was analyzed using PROCESS, regression analysis, and t-test by SPSS 21.0 program. The result of this study, it was confirmed that the Image First was more accessible than the Caption First. The Caption First was confirmed to be more diagnostic than the Image First. Moreover, from three specific mediation paths, only two were confirmed, named is through diagnosticity and usefulness, and through accessibility, diagnosticity, and usefullness. The path through diagnosticity and usefulness were stronger than another. Additionally, the impact of accessibility on diagnosticity was found to be higher when involvement was high rather than when involvement was low.

The Mediating Effect of Affect in the Relationship between Emotional Intelligence and Organizational Commitment among General Hospital Nurses (종합병원 간호사의 감성지능과 조직몰입의 관계에서 정서의 매개효과)

  • Yoonjeong Lee;Moonkyoung Park
    • Journal of Industrial Convergence
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    • v.22 no.4
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    • pp.57-64
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    • 2024
  • This study was to confirm the effect of emotional intelligence on organizational commitment of general hospital nurses and the mediating effect of affect. Data was collected using a structured online self-report questionnaire on emotional intelligence, organizational commitment, and both negative and positive affect from 236 nurses working in general hospitals. The data collected were analyzed using descriptive statistics, Pearson's correlation, and a parallel multiple mediation model. This analysis was conducted with IBM SPSS Statistics (Version 27.0) and the PROCESS macro (Model 4). This study's findings revealed that emotional intelligence was significant correlated with positive affect, negative affect, and organizational commitment. Emotional intelligence had a significant direct effect on positive affect (β=.16, p=.015), negative affect (β=-.28, p<.001), and organizational commitment (β=.33, p<.001). Positive affect (β=.20, p=.001) and negative affect (β=-.25, p<.001), had a significant direct effect on organizational commitment. And the mediating effect of positive affect (β=.03, 95% bootstrap CI=0.01~0.07) and negative affect (β=.07, 95% bootstrap CI=0.03~0.12) was also significant. Based on these research results, it will be necessary to research various training programs that can manage emotional intelligence and affect together in developing programs to improve nurses' organizational commitment.

The Impact of Awe on Preference for Innovative Products: The Mediated Moderating Effect of Positive Technology Readiness (경외감이 혁신적 제품 선호도에 미치는 영향: 긍정적 기술준비도의 매개된 조절효과 )

  • Ga Young Lim
    • Knowledge Management Research
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    • v.24 no.4
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    • pp.87-102
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    • 2023
  • Awe is recognized as an emotion linked to enhancing openness to new experiences and broadening one's cognitive perspective through the acquisition of new knowledge. This research aimed to investigate awe's impact on consumer behavior in advertising, using a 2 (emotion: awe/control) × 2 (product type: innovative/non-innovative) experimental design with 118 undergraduate students in Seoul, Korea. Findings revealed that awe-inducing advertising significantly increases product preference and positive technology readiness, particularly for innovative products compared to non-innovative ones or when awe is not elicited. The analysis of moderated mediation showed that positive technology readiness plays a mediating role in the relationship between awe induction and product preference. Notably, in the case of innovative products, awe-inducing advertising heightens positive technology readiness, subsequently increasing consumer preference for these products. These results reinforce existing literature on awe's positive effects, demonstrating its role in augmenting consumers' favorable attitudes toward innovative products. The study offers valuable insights for marketing strategies of companies promoting innovative products or services, highlighting the effectiveness of awe-inducing emotional appeals in shaping consumer attitudes towards innovation.

Influence of Chinese International Students' Family Strengths on Social Networking Services Addiction Tendency: Focusing on the Mediating Effect of Ego Resilience (중국 유학생의 가족건강성이 SNS 중독경향성에 미치는 영향: 자아탄력성의 매개효과를 중심으로)

  • JIANG, YUJING;Park, Jeoungyun
    • Journal of Family Resource Management and Policy Review
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    • v.27 no.4
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    • pp.19-33
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    • 2023
  • The purpose of this study was to examine the mediating effect of ego resilience on the relationship between family strengths of Chinese international students and Social Networking Services(SNS) addiction tendency. The data were collected through a survey of 349 Chinese international students studying in Korea and analyzed using the SPSS Statistics version 28 program and SPSS Process Macro 4.3. The main results are as follows. First, Chinese international students exhibited higher-than-average levels of SNS addiction tendency, family strengths, and ego resilience. Second, the SNS addiction tendency of Chinese international students had a significant positive correlation with the average time spend on SNS per day. while demonstrating a negative correlation with family strengths and ego resilience. Third, the hierarchical regression analysis revelated that gender, frequency of contact with family, average time spend on SNS per day, qualitative bond as a sub variable of family strengths, and control as a sub variables of ego resilience were significant factors influencing SNS addiction tendency of Chinese international students. Fourth, the study confirmed the complete mediation of ego resilience in the effect of family strengths on SNS addiction tendency. Based on the research results, this study suggested specific directions for counseling interventions aimed at mitigating SNS addiction tendencies among Chinese international students.

The Influence of ChatGPT Literacy on Academic Engagement: Focusing on the Serial Mediation Effect of Academic Confidence and Perceived Academic Competence (챗GPT 리터러시가 학업열의에 미치는 영향: 학업자신감과 지각된 학업역량의 이중매개효과를 중심으로)

  • Eunsung Lee;Longzhe Quan
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.2
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    • pp.565-574
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    • 2024
  • ChatGPT is causing significant reverberations across all sectors of our society, and this holds true for the field of education as well. However, scholarly and societal discussions regarding ChatGPT in academic settings have primarily focused on issues such as plagiarism, with relatively limited research on the positive effects of utilizing generative AI. Additionally, amidst the educational crisis of the post-COVID era, there is a growing recognition of the need to enhance academic engagement. In light of these concerns, we investigated how academic engagement varies based on students' levels of ChatGPT literacy and examined whether students' academic confidence and perceived academic competence serve as mediators between ChatGPT literacy and academic engagement. An analysis using SPSS was conducted on the data collected from 406 college students. The results showed that ChatGPT literacy had a positive effect on academic engagement, and academic confidence mediated the relationship between ChatGPT literacy and academic engagement. Also, when the mediating effect of perceived academic competence was significant only when it was serially mediated. Based on these findings, we discussed the theoretical contributions of identifying the theoretical mechanism between ChatGPT literacy and academic engagement. In addition, practical implications regarding the importance of ChatGPT literacy education were described.