• 제목/요약/키워드: Structural Equation Modelling

검색결과 191건 처리시간 0.026초

농촌체험의 속성과 만족이 행동의도에 미치는 영향 (Structural Relationships between Attributes, Satisfaction, and Behavioral Intention of Rural Tourism Activity)

  • 김경희
    • 농촌지도와개발
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    • 제22권4호
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    • pp.395-404
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    • 2015
  • The purpose of this study was to examine the structural relationships between attributes, satisfaction, and behavioral intention of rural tourism activity. For this study, an onsite survey was conducted to tourists of 35 rural tourism farms. A total of 408 samples were collected for the analysis. The SPSS 20.0 and AMOS 18.0 statistical package were used for frequency, reliability, exploratory factor, confirmatory factor, and path analysis. Through exploratory factor analysis, four dimensions of rural tourism activity attribute were identified from 20 variables: 'human resource', 'activity', 'rural culture', and 'facility and environment'. The results of structural equation modelling indicate that 'human resource', 'activity', 'rural culture' had positive effect on behavioral intention. Through the results, agritourism farm operators will be able to develop effective marketing strategy and management skill.

부정적 정서 유통에 따른 대인관계 문제의 영성효과: 트라우마를 중심으로 (Spirituality's Impact on Posttraumatic Interpersonal Relation Regarding the Distribution of Negative Affect)

  • 이은성;최충익
    • 유통과학연구
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    • 제17권5호
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    • pp.103-111
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    • 2019
  • Purpose - This paper aims to examine a spirituality's impact on the posttraumatic interpersonal relationships of family violence with a structural equation model(SEM). This article starts with the research idea that family violence experience bring about negative emotion in terms of interpersonal relationship leading to the distribution of negative affect in social relationship. The research question of this study pinpoints on how family violence experience affects interpersonal relationship problems and how spirituality affects interpersonal relations problems. Based on the idea, we attempts to deal with spirituality's impact as a driving factor of transforming the distribution of negative affect. Research design, data, and methodology - The structural equation modelling(SEM) is employed as a analysis method of this study. SEM provides a chiefly cross-sectional statistical modelling method, and moreover it allows multiple variables to be associated with a latent variable in this analysis. 300 samples from Seoul, Gyeonggy and Gangwon are selected in the survey. We chose available 271 among them. Results - The results verify that trauma have placed an negative impact on personal relations. The study results also shows that the more serious get the degree of family violence trauma, the worse become interpersonal relationship problems. What is more interesting is that the degree of trauma's impact on interpersonal relation problems in male is higher than that of trauma's impact in female. It is mainly attributed to the fact that women are superior to men in terms of empathy ability and interpersonal relationship orientation. It can be noted that the well-managed spirituality will be able to make a great contribution towards reducing the degree of trauma caused by interpersonal relationships. Conclusions - The study results demonstrates that family violence have negative impacts on spirituality, while spirituality have an positive impacts on reduction the problems of interpersonal relationship. It has been found out that family violence trauma may cause negative affectivity in personal relations, which can distribute negative impacts regarding interpersonal relationship in society. This study also supports that spirituality will be able to function well as a helper, which may reduce the distribution of negative affect in society.

정신장애인의 배우자 태도와 재발의 인과적 관계에 관한 탐색 (Causality between Spouse Attitude and Relapse of the Psychiatrically Disordered)

  • 신선인
    • 한국사회복지학
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    • 제60권3호
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    • pp.59-82
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    • 2008
  • 본 연구는 정신장애인의 가족 태도가 질환의 재발과 상관관계가 있다는 선행연구를 토대로, 정신장애인 배우자의 정신질환에 대한 태도가 재발에 어떻게 영향을 미치는 지를 탐색하고자 하였다. 이를 위하여 이 두 변수간의 인과적 경로에 관여하는 주요 변수들인 부부관계 및 사회적응도와의 관계를 검증하였다. 결혼생활 중인 102명의 정신장애인들을 대상으로 수집한 자료를 구조방정식모델링을 통해 분석한 결과, 배우자가 갖는 정신질환에 대한 태도는 부부관계와 사회적응도의 순차적인 매개역할을 통하여 정신질환의 재발에 유의한 영향을 미치는 것으로 나타났다. 이에 근거하여 결혼한 정신장애인의 부부관계 증진을 위한 상담 및 배우자 교육프로그램의 활성화를 제언하였다.

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Nonlinear numerical analysis and proposed equation for axial loading capacity of concrete filled steel tube column with initial imperfection

  • Ahmad, Haseeb;Fahad, Muhammad;Aslam, Muhammad
    • Structural Monitoring and Maintenance
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    • 제9권1호
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    • pp.81-105
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    • 2022
  • The use of concrete filled steel tube (CFST) column is widely accepted due to its property of high axial load carrying capacity, more ductility and more resistant to earthquake specially using in bridges and high-rise buildings. The initial imperfection (δ) that produces during casting or fixing causes the reduction in load carrying capacity, this is the reason, experimental capacity is always less then theoretical one. In this research, the effect of δ on load carrying capacity and behavior of concrete filled steel tube (CFST) column have been investigated by numerically simulation of large number of models with different δ and other geometric parameters that include length (L), width (B), steel tube thickness (t), f'c and fy. Finite element analysis software ANSYS v18 is used to develop model of SCFST column to evaluate strength capacity, buckling and failure pattern of member which is applied during experimental study under cyclic axial loading. After validation of results, 42 models with different parameters are evaluated to develop empirical equation predicting axial load carrying capacity for different value of δ. Results indicate that empirical equation shows the 0 to 9% error for finite element analysis Forty-two models in comparison with ANSYS results, respectively. Empirical equation can be used for predicting the axial capacity of early estimating the axial capacity of SCFT column including 𝛿.

Tourists' Satisfaction towards Bao Loc City, Vietnam

  • GIAO, Ha Nam Khanh;HANG, Tran Dieu;SON, Le Thai;KIEM, Dinh;VUONG, Bui Nhat
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.269-277
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    • 2020
  • Bao Loc City is the new tourism destination in Lam Dong province, Vietnam, where more and more tourists have been drawn to pay a visit. This study aims to test the correlative impact of tourism service quality factors on satisfaction of the tourists who have visited Bao Loc City. The key theory used in this study is SERVQUAL scale. The survey sample consists of 350 tourists who stayed overnight in Bao Loc City in the last quarter of 2019; 315 valid survey questionnaires could be used for the analysis. The research applied Cronbach's Alpha, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), structural equation modeling (SEM), and bootstrap test. The results show that the satisfaction of the tourists who have visited Bao Loc City has been affected statistically by three factors: (1) Responsiveness; (2) Reliability; and (3) Empathy, which were ranked by descending importance. Surprisingly, the research found that Tangibles and Assurance do not have an impact on tourists' satisfaction towards Bao Loc City. The research formulates some suggestions to the city policy-makers and the tourism businesses management in Bao Loc City in order to enhance tourists' satisfaction through improving the tourism service quality at Bao Loc City.

The Impact of Information Technology on Organizational Performance: The Mediating Effect of Organizational Learning

  • KHAN, Umair;ZHANG, Yongan;SALIK, Madiha
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.987-998
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    • 2020
  • This study aims to examine OL as a potential mediating variable in the relationship between IT and organizational performance. Organizational learning (OL) has been proposed as the mechanism to accomplish this task. Existing empirical research demonstrates that OL may indeed act as a mediator for the effect of IT on organizational outcomes. Also, existing literature discusses the use of technology in the organization, and the case for OL as the key knowledge process, and the intersection between technology and OL as a knowledge-based means for improving organizational performance. Many studies use a descriptive measure of OL despite the theory suggesting that a normative measure may be more appropriate. This study aims to address these concerns in a setting by using structural equation modelling (SEM) to compare the effectiveness of descriptive and normative measures of OL as mediating variables in knowledge-intensive organizations. Survey results support OL as a mediator between IT and organizational performance in addition to normative measures of OL outperforming descriptive measures. Implications for research and practice are discussed. To test the model, we will apply (SEM) structural equation modeling in the analysis of a moment structures (AMOS) on the empirical evidence collected from 218 Pakistani CEOs and top managers.

Impact of Social Networks Safety on Marketing Information Quality in the COVID-19 Pandemic in Saudi Arabia

  • ALNSOUR, Iyad A.;SOMILI, Hassan M.;ALLAHHAM, Mahmoud I.
    • The Journal of Asian Finance, Economics and Business
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    • 제8권12호
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    • pp.223-231
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    • 2021
  • The study aimed to investigate the impact of social networks safety (SNS) on the marketing information quality (MIQ) during the COVID-19 pandemic in Saudi Arabia. The study examines the statistical differences in social networks safety SNS and marketing information quality MIQ according to the demographics such as age, sex, income, and education. For this study purpose, information security and privacy are two components of social networks safety. The research materials are website resources, regular books, journals, and articles. The population includes all Saudi users of social networks. The figures show that active users of the social network reached 25 Million in 2020. The snowball method was used and sample size is 500 respondents and the questionnaire is the tool for the data collection. The Structural Equation Modelling SEM technique is used. Convergent Validity, Discriminate Validity, and Multicollinearity are the main assumptions of structural equation modeling SEM. The findings show the high positive impact of SNS networks safety on MIQ and the statistical differences in such variables refer to education. Finally, the study presents a set of future suggestions to enhance the safety of social networks in Saudi Arabia.

하이브리드 면진장치의 뉴로-퍼지 모형화 (Neuro-Fuzzy Modeling Approach for Hybrid Base Isolaton System)

  • 김현수;;이동근
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2005년도 춘계 학술발표회 논문집
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    • pp.201-208
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    • 2005
  • Neuro-Fuzzy modeling approach is proposed to predict the dynamic behavior of a single-degree-of-freedom structure that is equipped with hybrid base isolation system. Hybrid base isolation system consists of friction pendulum systems (FPS) and a magnetorheological (MR) damper. Fuzzy model of the M damper is trained by ANFIS using various displacement, velocity, and voltage combinations that are obtained from a series of performance tests. Modelling of the FPS is carried out with a nonlinear analytical equation that is derived in this study and neuro-fuzzy training. Fuzzy logic controller is employed to control the command voltage that is sent to MR damper. The dynamic responses or experimental structure subjected to various earthquake excitations are compared with numerically simulated results using neuro-fuzzy modeling method. Numerical simulation using neuro-fuzzy models of the MR damper and FPS predict response of the hybrid base isolation system very well.

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중·노년층 여성이 경험하는 패션매장에서의 감성과 판매원과의 관계적 속성이 장기적 관계지향성에 미치는 영향 (The Effects of Long-Term Relationships on Emotional and Relational Characteristics with Salespeople in Fashion Stores between Middle and Senior Women)

  • 서은경
    • 대한가정학회지
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    • 제47권7호
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    • pp.97-107
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    • 2009
  • This study investigated the impact of long-term relationship orientation on emotional characteristic in fashion stores and relationship characteristic between middle-aged and senior women and salespeople. This study employed survey method with questionnaire. Data were collected from 579 women who were from the age of forty to seventy. The data were analyzed using statistic methods(SPSS 15.0 and Amos 5.0) such as frequency analysis, cronbach $\alpha$, exploratory factor analysis, second-order confirmatory factor analysis, confirmatory factor analysis and structural equation modelling. The findings of this study were concluded as follows; Firstly, the income significantly affected on emotional characteristics(p < 0.01), but had no significant effect on long-term relationship orientation(p < 0.05). The higher income, the more respondents exhibited positive attitude and sensitive emotional characteristics as a sense of sight, hearing, smell, tactile and feeling to salespeople in the fashion stores. The path of structural equation was implemented as income variables $\rightarrow$ emotional characteristics $\rightarrow$ (relationship with salespeople variables $\rightarrow$ )commitment $\rightarrow$ long-term relationship orientation which turned out to be statistically significant at the 95% confidence level. Secondly, senior group(55~70yrs) was more positive relationship with salespeople compared to middle-aged group(40~54yrs). The precondition of get satisfaction and feeling of being cared from the salespeople were critical for long-term relationship orientation. The path of structural equation was carried out as age variables $\rightarrow$ relationship with salespeople variables $\rightarrow$ commitment $\rightarrow$ long-term relationship orientation which turned out to be statistically significant at the 95% confidence level.

이행적 인과 경로를 통한 원인 효과에 대한 해명: 구조 방정식에 토대한 인과 모형의 원인 효과 개념에 대한 평가와 대안 (Causal Effects Along Transitive Causal Routes: Reconsidering Two Concepts of Effects Founded on Structural Equation Model)

  • 김준성
    • 논리연구
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    • 제18권1호
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    • pp.83-133
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    • 2015
  • 이 글에서는 상반된 이중 원인 효과를 해명하는 데 히치콕(Hitchcock 2001a)이 제시한 두 가지 원인 효과를 비판적으로 평가하고 그 비판을 상쇄할 대안을 제시한다. 이를 위해 다섯 가지를 논의한다. 첫째, 상반된 이중 원인 효과에 관한 사례를 소개하고 이에 대한 오테(Otte 1985)와 엘스(Eells 1987)의 논쟁을 검토한다. 이 검토는 이중 원인 효과에 대한 이해와 그와 관련해 논의할 히치콕, 카트라이트(Cartwright 1979, 1989, 1995), 엘스(Eells 1991, 1995)의 이론들을 비교, 평가하는 준비가 된다. 둘째, 구조 방정식 모형에서 두 원인 효과에 착안하여, 히치콕이 제시한 원인 효과의 두 개념, 망 효과와 요소 효과를 소개한다. 셋째, 이중 원인 효과를 해명하는 데 카트라이트와 엘스의 논쟁을 논의하면서, 동질적 부분 집단의 역할, 인과 상호 작용의 중요성에 주목한다. 넷째, 이중 원인 효과를 해명하는 데 히치콕이 적용한 두 원인 효과 개념을 비판적으로 검토하고, 엘스의 이론에 대한 히치콕의 비판을 다시 비판한다. 다섯째, 구조 방정식 모형의 조절 효과 개념을 인과에 대한 확률 이론에 응용하여, 이중 원인 효과에서 초래된 인과 상호 작용을 선언(disjunctive) 관계와 반 사실적 요인으로 형식화하여 보여준다. 조절 효과에 대한 논의는 최근에 많은 주목을 받은 구조 방정식 모형에 토대한 인과 모형 이론들이 인과의 문제들을 해결하는 데 기여할 수 있다. 다른 한편으로, 선언 관계, 반 사실적 조건을 이용한 인과 상호 작용에 대한 논의는 통계적 방법론으로서 구조 방정식 모형을 제고하는 데 도움을 줄 수 있다.

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