• Title/Summary/Keyword: Structured Equation Model

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Causal Relationships among Quality, Service Value, Satisfaction and Loyalty (의료서비스 품질, 서비스 가치, 고객만족 및 고객충성도 간의 인과관계)

  • Yom, Young-Hee;Lee, In-Ja
    • Journal of Korean Academy of Nursing Administration
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    • v.16 no.4
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    • pp.497-506
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    • 2010
  • Purpose: The purpose of this study was to examine the causal relationships among quality of health care service, service value, satisfaction and loyalty as perceived by hospital inpatients. Methods: A survey using a structured questionnaire was conducted with 654 hospital inpatients. Analysis of the data was done with both SPSS Win 17.0 for descriptive statistics and AMOS 18.0 for the structural equation model. Results: The modified model yielded Chi-square=7.96 (p=.019), df=2, $x^2$/df=3.98, GFI=.99, AGFI=.96, RMSEA=.07, NFI=.99, CFI=.99, TLI=.98 and showed good fit indices. Three dimensions of quality had significant direct effects on service value. Functional quality, technical quality and service value had significant direct effects on customer satisfaction. Technical quality, service value, and customer satisfaction had significant direct effects on customer loyalty. Conclusion: These results suggest that quality of health care is an important element in service value, and through both quality and service value, customer satisfaction and customer loyalty can be enhanced. Further study with a larger sample from various hospitals and a longitudinal design is necessary.

Causal Relationships Among Perceived Risk, Satisfaction, Switching Cost and Loyalty in Outpatient Health Services (외래 의료서비스의 지각된 위험, 만족, 전환비용 및 충성도의 인과관계)

  • Yom, Young-Hee;Lee, Kyu-Eun
    • Journal of Korean Academy of Nursing Administration
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    • v.17 no.4
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    • pp.516-523
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    • 2011
  • Purpose: The purpose of this study was to examine the causal relationships of perceived risk, satisfaction, switching cost and loyalty in outpatient health services. Method: A survey using a structured questionnaire was conducted with 393 hospital outpatients. The analysis of data was done with both SPSS Win 17.0 for descriptive statistics and AMOS 18.0 for structural equation model. Results: The causal model yielded Chi-square=31.44 (p=<.001), df=4, GFI=.98, AGFI=.87, CFI=.97, RMSR=.04, NFI=.96, IFI=.97 and showed relatively good fit indices. Perceived risk had a significant direct effect on customer satisfaction. Customer satisfaction, financial switching cost and relational switching cost had significant direct effects on customer loyalty. Perceived risk and customer satisfaction had significant indirect effects on customer loyalty. Conclusion: These results suggest that we should decrease the perceived risk and improve the customer satisfaction and switching cost to retain loyal customers. Further study with both a larger sample from various hospitals and a longitudinal design is necessary.

Building Fashion Customer Loyalty by Service Recovery and the Effect of Explanations on It (서비스 복구를 통한 패션고객의 충성 형성과정과 설명의 효과)

  • Ahn, Soo-Kyoung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.7
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    • pp.841-855
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    • 2011
  • This study examines the structured model of building fashion customer loyalty by service recovery and scrutinizes the effect of explanations on perceived justice and the proposed model. The data of a total of 300 women were collected through an online survey. Employing structural equation modeling, this study demonstrated that both distributive and interactional justice had a positive impact on customers' satisfaction with service encounter that subsequently led to overall satisfaction with the brand. Overall satisfaction influenced the attitudinal loyalty of customers that induced their behavioral loyalty. To examine the effect of explanations on perceived justice and the process of building fashion customer loyalty by service recovery, t-test and multi-group SEM were employed. The result displayed that the group who received explanations after service failure perceived higher level of justice than the one who did not. There was a significant difference between two groups on the direct path from interactional justice to overall satisfaction with the brand. This study clarifies how perceived justice influences fashion customer loyalty mediating by satisfaction in and confirms the critical role of explanations in service recovery context. By implying the understanding of the important role of explanations in service recovery context, this study provides fashion marketers with insight for delivering more successful service recovery strategies that enhance customer loyalty.

Effect of role function and personality characteristics of mentor on role stress and organization effectiveness of newly appointed dental hygienists (멘토의 역할기능과 인성특성이 초임 치과위생사의 역할 스트레스와 조직유효성에 미치는 영향)

  • Yun, Hyun-Kyung;Kim, Han-Gon
    • Journal of Korean society of Dental Hygiene
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    • v.14 no.2
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    • pp.213-221
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    • 2014
  • Objectives : The purpose of this study is to examine the role function and personality characteristics of mentors on the role stress and organization effectiveness of newly-appointed dental hygienists. Methods : The data were analyzed by the frequency analysis, reliability analysis, validity analysis, and structured equation model(SEM) using AMOS 18.0. The subjects were 214 newly appointed dental hygienists in the hospitals and clinics in Daegu and Gyeongsangbuk-do Province from January to May, 2013. Results : The hypothesis model proved to be appropriate for high validity. A significant results were observed in sociopsychological function and role ambiguity, personality characteristics and role ambiguity, role ambiguity and role conflict, role ambiguity and job satisfaction, role ambiguity and organization commitment, role ambiguity and turnover intention, and career function and organization commitment. Conclusions : It is important to help manage the job-related role stress of newly appointed dental hygienist and increase organizational effectiveness by developing and applying the 'standardized role functions of mentor' which can increase the adaptability of newly appointed dental hygienists.

A Study on the Factors Affecting Continuance Use of Knowledge Management System (지식관리시스템의 지속적 사용에 영향을 미치는 요인에 관한 연구)

  • Lee, Hong-Jae
    • Journal of the Korean Society for information Management
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    • v.28 no.3
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    • pp.219-238
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    • 2011
  • The purpose of this study is to examine the causal relationships among knowledge management system(KMS) quality, perceived ease of use, perceived usefulness, attitude, and continuance use of KMS. The results of data analysis by structured equation model(SEM) indicate that KMS quality significantly influences individual's perceived ease of use and perceived usefulness. Perceived ease of use affects individual's perceived usefulness on KMS. Individual's perceived ease of use and perceived usefulness affect on the creation of a positive attitude, and attitude affects continuance use of KMS. Based on the results, theoretical and practical implications of this study are discussed.

The Effect of Hospital SCM on Logistics Performance (병원 통합물류시스템(SCM)이 물류 업무성과에 미치는 영향)

  • Cho, Moon-Suk;Yom, Young-Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.17 no.3
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    • pp.284-292
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    • 2011
  • Purpose: The purpose of this study was to examine the causal relationships among quality of hospital SCM (system quality, information quality, service quality), perceived usefulness, user satisfaction and logistics performance by hospital staff. Methods: A survey using a structured questionnaire was conducted with 276 hospital staff. Analysis of the data was with both SPSS Win 18.0 for descriptive statistics and AMOS 8.0 for the structural equation model. Results: The hypothetical model yielded Chi-square=8.121 (p=.087), df=4, $x^2$/df=2.030. GFI=.989, AGFI=.942, RMSEA=.066, NFI=.995, CFI=.997 TLI=.990 and showed good fit indices. Three dimensions of quality of SCM had significant direct effects on perceived usefulness. System and service of quality of SCM had significant direct effects on user satisfaction. Perceived usefulness had significant direct effects on user satisfaction. User satisfaction had significant direct effects on logistics performance. Conclusion: These results suggest that logistics performance can be enhanced by user satisfaction, user satisfaction can be enhanced by perceived usefulness, and perceived usefulness can be enhanced by quality of hospital SCM. Further study with various hospitals and various variables is necessary.

Factors Influencing Behavioral Intention to Use Online Learning Systems from Student's Perspective: An Extended TAM Model

  • Yang, Yi;Kim, Min-Yong
    • The Journal of Information Systems
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    • v.32 no.4
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    • pp.95-118
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    • 2023
  • Purpose This study employed the Technology Acceptance Model (TAM) to understand students' acceptance of online learning systems. Specifically, this study investigated the factors influencing the behavioral intention of South Korean major university students to use online learning systems for educational purposes in the period when their university life had largely returned to the state it was in before the COVID-19 pandemic. Design/methodology/approach This study examined the impact of four external factors: self-efficacy, personal innovativeness, perceived enjoyment, and system quality, on two TAM constructs: perceived ease of use and perceived usefulness. Additionally, this study explored how perceived ease of use and perceived usefulness affect the behavioral intention to use online learning systems. We conducted an online-based survey using a structured questionnaire. The data collected from the survey were then subjected to Structural Equation Modeling (SEM) analysis to test the study's hypotheses and examine the relationships among the various constructs. Findings The findings reveal that perceived usefulness and ease of use significantly influence students' behavioral intentions to use online learning systems. Furthermore, factors of self-efficacy, perceived enjoyment, and system quality positively affect perceived usefulness and ease of use. Notably, personal innovativeness impacts ease of use but not perceived usefulness.

Factors Reducing Credit Card's Perceived Risk in Retail Payment: An Approach to Consumer Traits

  • Nam Hoang TRINH;Hong Ha TRAN
    • Journal of Distribution Science
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    • v.21 no.11
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    • pp.67-75
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    • 2023
  • Purpose: The study is focused on understanding consumer behaviour related to credit card use in retail payment or identifying factors that influence risk perception. Research design, data and methodology: Based on data collecting from structured self-administered questionnaires of 247 Vietnamese bank account payers, this study uses the Cronbach alpha analysis, the factor analyses, the structural equation modeling to assess the research's measurement model and structural model with the presence of knowledge, propensity to trust, self-efficacy, risk perception, intended use and their complex, intertwined relationships. Results: The results reveal that customer's perceived risk, which is affected by their self-efficacy and propensity to trust, negatively impact on their intended use of credit cards in retail payment. However, there is no evidence of the significant influence of consumer knowledge on how they assess potential losses of credit card. Conclusions: These findings provide a better understanding of consumer risk perception, its antecedents and consequence in a direction of credit card adoption. Bank managers or marketers should focus on increasing the information about credit cards and issues related to credit card use in retail payment, promoting mechanisms to encourage customers to participate in the credit card experience.

The Analysis of Influence-Factors on the Implementation of Business Intelligence System (Business Intelligence 시스템 구축에 영향을 미치는 요인 분석)

  • Hong, Hyun Gi
    • Journal of Digital Convergence
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    • v.11 no.8
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    • pp.119-125
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    • 2013
  • The Recently many companies have tried to implement the Business Intelligence (BI) system to enhance the competitive edge in the rapid change of business environment. The BI system is implemented on the basis of current Management Information System, like Enterprise Resource Planning (ERP) system. For the successful implementation of BI system, many critical factors, like maturity and satisfaction level of current Information System, should be considered. The goal of this paper is to analyze which factors influence on the implementation intention of BI system, and how is the relationship among these factors. To achieve this goal, the empirical research has been carried out with factor analysis and Structural Equation Model (SEM). The result of this paper could be usefully referred in decision making process for the successful implementation of the BI system, and show the guideline to the management of the companies, which have the plan for the implementation of BI system.

Analysis of Subthreshold Current Deviation for Channel Dimension of Double Gate MOSFET (이중게이트 MOSFET의 채널 크기에 따른 문턱전압이하 전류 변화 분석)

  • Jung, Hakkee
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.1
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    • pp.123-128
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    • 2014
  • This paper analyzed the change of subthreshold current for channel dimension of double gate(DG) MOSFET. The nano-structured DGMOSFET to reduce the short channel effect had to be preciously analyze. Poisson's equation had been used to analyze the potential distribution in channel, and Gaussian function had been used as carrier distribution. The subthreshold current had been analyzed for device parameters such as channel dimension, and projected range and standard projected deviation of Gaussian function. Since this potential model was verified in the previous papers, we used this model to analyze the subthreshold current. Resultly, we know the subthreshold current was influenced on parameters of Gaussian function and channel dimension for DGMOSFET.