• 제목/요약/키워드: Structural Equation Modelling

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구조방정식을 이용한 취업스트레스가 취업자신감에 미치는 영향 연구 (A study on the impact of stress on self-confidence in job-seeking through structural equation modelling)

  • 최현석;이영선;하정철
    • Journal of the Korean Data and Information Science Society
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    • 제22권2호
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    • pp.313-322
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    • 2011
  • 대학생들의 취업률 향상을 위하여 각 대학에서는 취업상담, 채용정보 제공, 취업강좌 개설, 모의면접, 각종 어학 모의고사 실시 등 다양하게 시행을 하고, 학생 스스로도 학점관리, 자격증 취득, 외국어시험 등 다양한 취업준비활동을 하고 있다. 본 연구는 계명대학교 학생들을 대상으로 학생들의 취업을 위한 학교 지원에 대한 인식정도, 학생들의 취업준비 정도와 취업스트레스가 취업에 대한 자신감과 어떠한 관계를 가지고 있는지에 대하여 분석하였다. 연구 결과 취업에 대한 학교의 지원이 많을수록 학생들의 취업준비 정도가 높았으며, 취업스트레스가 높을수록 취업에 대한 자신감은 떨어졌다.

공유숙박업에서 고객 충성도에 영향을 미치는 요인: 구조 방정식 모형과 토픽 모델링 분석 (Antecedents of Customer Loyalty in the Context of Sharing Accommodation: Analysis of Structural Equation Modelling and Topic Modelling)

  • 김선주;김병수
    • 지식경영연구
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    • 제22권3호
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    • pp.55-73
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    • 2021
  • 공유 경제는 쓰지 않은 자원을 다른 사람들과 나누어 쓰는 협력적 소비로 인식되고 있다. 본 연구에서는 공유 숙박업 이용 고객들의 충성도에 영향을 미치는 요인들을 살펴보고자 하였다. 고객들이 공유 숙박업 경험에서 느낀 감정과 자아 이미지 일치성, 인지된 가치를 고객 충성도에 영향을 주는 선행요인으로 고려하였다. 그리고 진정한 경험, 숙소 시설, 가격 공정성을 공유 숙박업의 선택속성으로 고려하였다. Airbnb가 공유 숙박업에서 가장 큰 업체이기 때문에 설문 대상으로 선정하였다. 294명의 Airbnb 이용 고객 데이터를 바탕으로 구조 방정식 모형을 활용하여 요인들 간 관계를 분석하였다. 또한, Airbnb를 이용한 고객이 작성한 리뷰를 통해 고객이 어떤 사항을 중요하게 고려하였는지 살펴보았다. 이를 위해 네이버 블로그에서 Airbnb 리뷰를 수집하여 LDA기반 토픽모델링을 실시하였다. 본 연구 결과를 통해 공유 숙박업에 대한 고객들의 충성도에 영향을 미치는 요인들에 대한 이해를 바탕으로, 효과적인 마케팅 전략과 운영 관리 전략을 수립하는데 도움을 줄 수 있을 것으로 기대된다.

농촌 치유관광객의 여가활동 참여, 심리적 자본, 삶의 질의 구조관계 분석 (A Structural Relationships among Leisure Activity, Psychological Capital, and Quality of Life in Rural Healing Tourists)

  • 김경희;박예나
    • 농촌지도와개발
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    • 제30권3호
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    • pp.131-141
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    • 2023
  • This study aims to examine the structural relationships among leisure activity, psychological capital, and quality of life in rural healing tourists. Data were collected from 407 workers who had experience in rural healing tourism through an online survey. SPSS 28.0 and AMOS 28.0 were used for frequency, confirmatory factor, and structural equation modelling analysis. The results of structural equation modelling indicate participation in leisure activities had a positive effect on psychological capital. Psychological capital had a positive effect on quality of life. The results of this study suggest that leisure activities play an important role in improving workers' psychological capital. Through rural healing tourism, various outdoor activities, cultural activities, and social interaction with people using rural resources can help improve the psychological capital of workers.

The Impact of Information and Strategic Planning Capabilities on Logistics Performance and Competitiveness

  • Lee, Sang-Yoon
    • 한국항만경제학회지
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    • 제22권1호
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    • pp.151-173
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    • 2006
  • This paper aims to explore the strategic roles of information and strategic planning capabilities for firms' performance, and to examine the direct and indirect relationships between information capability, strategic planning capability, logistics performance and competitive advantage. The present research adopts resource based theory (RBT) to explore the relationships between a firm's specific capability and its performance and employs structural equation modelling (SEM) in order to test the validation of the measurement models and examine the relationships between construct variables. The current empirical test was conducted using the data collected from logistics managers of 101 Korean electronics companies. The empirical research presents positive influential relationships between (1) information/planning formality capability and strategic planning capability; (2) strategic planning capability and logistics performance; (3) logistics performance and competitive advantage; and (4) competitive advantage and competitive position in the market.

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Extended Technology Acceptance Model for Enhanced Distribution Strategies to Online Learning: Application of Phantom Approach

  • Izzat ISMAIL;Asyraf AFTHANORHAN;Noor Aina Amirah MOHAMAD NOOR;Nurul Aisyah Awanis A RAHIM;Sheikh Ahmad Faiz Sheikh Ahmad TAJUDDIN;Muhammad Takiyuddin Abdul GHANI
    • 유통과학연구
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    • 제22권4호
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    • pp.1-10
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    • 2024
  • Purpose: This study is aimed to introduce the application of phantom approach with structural equation modelling method for online learning. By integrating these innovative methodologies, the research seeks to advance the understanding of how the phantom approach can effectively complement and augment structural equation modeling techniques. Research design, data and methodology: A theoretical framework of Technology Acceptance Model (TAM) was modified and updated. A questionnaire was developed and used to extract information from 189 instructors who used online learning as their primary medium. The Covariance Based Structural Equation Modelling (CBSEM) was applied to test the direct effects and the phantom approach is used to handle the 2 mediators in the model. Results:social influence, perceived usefulness, and perceived ease of use exerted discernible impacts on instructors' intentionsto engage in online learning. These findings illuminate the intricate dynamics influencing instructor behavior within the realm of online education, underscoring the significance of various factors in shaping their intentions. Conclusions: In additions, the perceived usefulness and perceived ease of use had mediated the effect of social influence and instructor intention using phantom approach. Therefore, one can have concluded that this modified model was also confirmed, thereby reinforcing distribution strategies to online learning and overall education presence.

Do resilience and work engagement enhance distribution manager performance? A study of the automotive sector

  • LHALLOUBI, Jaouad;IBNCHAHID, Fatima
    • 유통과학연구
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    • 제18권7호
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    • pp.5-17
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    • 2020
  • Purpose: The purpose of this study is to examine the influence of resilience and work engagement on performance of managers in the automotive sector in Morocco. It analyses the mediating effect of work engagement between resilience and manager performance. Though earlier studies have focused on the effect of resilience on employee performance and work engagement. none has looked at the mediating role of work engagement in this context. Thus, the present paper attempts to fill this literature gap. Research design, data and methodology: A confirmatory survey was conducted among a sample of 196 employees of automobile companies in Tangier-Morocco. A structural equation analysis using SmartPLS was performed while Preacher and Hayes (2008) method was used to analyze the mediation effect. Results: a) Manager resilience has a positive influence on work engagement, which further influences their performance; b) there is a statistically insignificant relationship between resilience and manager performance; c) Structural equation modelling analysis shows that work engagement partially mediates the relationship between resilience and manager performance. Conclusion: Theoretical contributions, practical implications, and future research directions are discussed.

기록치 오차와 유역모형의 검정(I) - 기록치 내의 측정 오차 분석 - (Errors in Recorded Information and Calibration of a Catchment Modelling System(I) - Analysis of Measurement Errors in Recorded Information -)

  • Kyung Sook Choi;James E. Ball
    • 한국농공학회지
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    • 제45권5호
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    • pp.110-116
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    • 2003
  • A catchment modelling system is the summation of the numerous hydrologic, hydraulic and other process models necessary to simulate the response of a catchment to a storm event. Differences between the recorded catchment response and that predicted by a catchment modelling system can arise from structural errors within the catchment modelling system, evaluation errors in the control parameters, or measurement errors in the recorded data being used to assess the reliability of the evaluation of the control parameters. Presented herein is an investigation of the potential measurement errors within the recorded information, which was considered to occur from instrument error in the ultra sonic flow monitor. This investigation was undertaken using three available rating curves at the Musgrave Avenue Stormwater System in Centennial Park, Sydney, developed by Abustan (1997), Water Board (1994), and using Manning's equation.

Employing a fiber-based finite-length plastic hinge model for representing the cyclic and seismic behaviour of hollow steel columns

  • Farahi, Mojtaba;Erfani, Saeed
    • Steel and Composite Structures
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    • 제23권5호
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    • pp.501-516
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    • 2017
  • Numerical simulations are prevalently used to evaluate the seismic behaviour of structures. The accuracy of the simulation results depends directly on the accuracy of the modelling techniques employed to simulate the behaviour of individual structural members. An empirical modelling technique is employed in this paper to simulate the behaviour of column members under cyclic and seismic loading. Despite the common modelling techniques, this technique is capable of simulating two important aspects of the cyclic and seismic behaviour of columns simultaneously. The proposed fiber-based modelling technique captures explicitly the interaction between the bending moment and the axial force in columns, and the cyclic deterioration of the hysteretic behaviour of these members is implicitly taken into account. The fiber-based model is calibrated based on the cyclic behaviour of square hollow steel sections. The behaviour of several column archetypes is investigated under a dual cyclic loading protocol to develop a benchmark database before the calibration procedure. The dual loading protocol used in this study consists of both axial and lateral loading cycles with varying amplitudes. After the calibration procedure, a regression analysis is conducted to derive an equation for predicting a varying calibrated modelling parameter. Finally, several nonlinear time-history analyses are conducted on a 6-story steel special moment frame in order to investigate how the results of numerical simulations can be affected by employing the intended modelling technique for columns instead of other common modelling techniques.

대형 할인매장 주차장 이용만족도의 영향요인 분석 (Study Analysis of Big Box Retailer Parking Lot User's Satisfaction)

  • 임준범;이수범;성정곤;박준태
    • 한국안전학회지
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    • 제27권4호
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    • pp.128-133
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    • 2012
  • This research has analyzed factors affecting customers' satisfaction when they use parking lots of big retailers so that, in case of constructing, operating or managing such retailers, proper measures can be come up with. The analysis has been implemented on the basis of survey, and influence factors including entry/exit lamp, parking cars' traffic flow, parking type, pedestrians' movement after parking and safety. Parking lot users' satisfaction has been analyzed by using the Structural Equation Modelling and, as a result of it, in case of a detached or single building, pedestrians' movement flow after parking contributed the most to the users' satisfaction, while, in case of multipurpose complex, parking cars' traffic flow has the most influential factor. It is interpreted that users of a single building put a bigger emphasis on entry to the shop and their way back to the parked area after their shopping while customers of multipurpose complex might have various purposes of visiting the place and there are relatively more cars so that they put more emphasis on traffic counterflow, other cars and pedestrians.

Factors Affecting the Intention of the Rice Farmers to Adopt the Integrated Cash Waqf Environmental Protection Model: An Empirical Study in Kedah Malaysia

  • AFROZ, Rafia;MUHIBBULLAH, Md.;MORSHED, Mohammed Niaz
    • The Journal of Asian Finance, Economics and Business
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    • 제6권4호
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    • pp.189-199
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    • 2019
  • The objectives of this study are to propose the Integrated Waqf Environmental Protection Model (IWEP) and investigate the farmers' intention to adopt it. In developing the IWEP model and investigating farmers' willingness to adopt it, this study surveyed 400 farmers in Kedah. The intention of the farmers to adopt the proposed model was analysed by adding perceived barriers and socio-economic variables into the theory of reasoned action (TRA) model. The collected data were processed using structural equation modelling (SEM). The SEM results show that the subjective norm is positive and has a significant impact on the intentions of low-income farmers to accept the IWEP model. This indicates that the decision of the low-income farmers to accept the IWEP model is significantly influenced by their family members, neighbours and friends. Furthermore, awareness and perceived barriers have a greater impact on the elderly, highly educated and wealthy farmers. The findings indicate that the elderly, highly educated and wealthy farmers are aware of climate change and they perceive higher risks or barriers to climate change. As a result, they are more likely to have an adaptation intention. If we encourage people to create waqf fund, we can increase the value of the farmer and the country's total GDP.