• 제목/요약/키워드: Exogenous latent variables

검색결과 11건 처리시간 0.024초

구조방정식(SEM)을 활용한 교통약자 이동편의시설의 중요도 분석 (Importance Factor Analysis on Mobility Facilities for the Transportation Disabled by Using Structural Equation Model)

  • 안우영;최리라
    • 대한토목학회논문집
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    • 제34권3호
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    • pp.939-945
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    • 2014
  • 현재 수립된 대부분의 교통약자관련 이동편의증진계획에서는 투자우선순위를 결정함에 있어 교통약자 이동편의시설의 설치율과 만족도간의 중요도(요인 적재량)에 대한 분석 없이 설치율 또는 만족도가 낮은 항목을 우선적으로 고려하여 투자우선순위를 결정하고 있다. 따라서 본 연구에서는 구조방정식(SEM: Structural Equation Model)을 이용하여 외생잠재변수(Exogenous Latent Variables)와 내생잠재변수(Endogenous Latent Variables)간의 인과관계를 통계적으로 검증하고 설치율과 만족도를 동시에 고려한 교통약자 이동편의시설의 투자우선순위 결정모형을 제시하였다. 분석결과 이동편의 시설가운데 이용자 만족도에 가장 큰 영향을 주는 시설로는 버스정류장, 횡단보도, 보도 순으로 분석되었다. 버스정류장시설 중 정류장연석의 높이, 보도시설 중 보도의 평탄성 그리고 횡단보도시설 중 보행신호등 설치에 대한 중요도가 높게 분석되었다.

구조식 모형에 대한 단계적 접근 (A Stagewise Approach to Structural Equation Modeling)

  • 이보라;박창순
    • 응용통계연구
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    • 제28권1호
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    • pp.61-74
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    • 2015
  • 최근 교육학, 경영학, 심리학 등 사회과학 뿐만 아니라 공정관리, 생물정보학 등 자연과학에서도 널리 사용되고 있는 구조식 모형(structural equation modeling)에서 잠재변수점수(latent variable score)는 직접 측정이 불가능한 잠재변수를 수량화한 추정치이다. 이 연구에서는 구조식 모형을 단계(stage)별로 분할하여 분석하는 단계별 구조식 모형(stagewise SEM; SSEM)을 제안하였다. 기존 방법은 모든 관측변수의 분산-공분산을 한꺼번에 고려하므로 독립변수인 외생잠재변수(exogenous latent variable)가 종속변수인 내생잠재변수(endogenous latent variable)에 의해 영향을 받는, 논리적으로 타당하지 않은 경우가 있다. 단계별 구조식 모형은 이런 문제점을 해결할 뿐만 아니라 모형의 복잡성을 낮추어 쉽게 해를 찾을 수 있으며, 분석과정에서 생성되는 잠재변수점수로 추가 분석도 용이하다.

도시공원녹지에 대한 실외위락기능과 만족도의 계량적 평가에 관한 연구 (A Study on the Quantitative Evaluation of Outdoor-Recreational Function and User Satisfaction with Urban Park and Open Space)

  • 박승범
    • 한국조경학회지
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    • 제18권4호
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    • pp.127-140
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    • 1991
  • The Primary purpose of this study is to investigate factors and variables which have significant effects on user satisfaction with recreational facilities in Taejong-Dae recreational complex, thereby establishing indices of planning and development of urban parks and open space. To test the causal models of this research, the date were gathered by self-administered questionnaires from 967 households in Pusan City which were selected by the multi-stage probability sampling methood. The analysis of the multi-stage primarily consists of two phase : The first analysis dealt exploratory factor analysis which identified major factors involved in satisfaction with recreational activities and facilities in Taejong-Dae recreational complex and the second analysis tested the fit of the causal models of this research by employing LISREL methodology. There are three advantages of using LISREL over other multivariate analysis methods : First, measurement error is allowed and calculated in LISREL, otherwise there is a risk of seriously misleading estimates of coefficients ; Second, LISREL deals with latent variables or unmeasured variables ; Third, it enables to test causal relations among variables. The factors analysis identified that five factors are involved in satisfaction with recreational facilities. The five factors of satisfaction with recreational facilities are space for repose and relaxation, active recreation facilities such as pool and zoo, physical exercise facility, convenience and maintenance facility, and linear facility, and linear facility for walking. The second phase analysis tested the fit of the causal models for satisfaction with recreational facilities to the data and identified statistically significant causal linkage among overall satisfaction with Taejong-Dae recreational complex, other endogenous factors and exogenous variables. Overall fits of both causal models were very good. Among endogenous factors, facility for repose and relaxation. linear facility for walking, active recreation facility, facility for convenience and maintenance were identified as having significant effects on overall satisfaction. Exogenous variables which have significant effects on endogenous variables wer also identified. These significant relationships indicate important factors and variables that should be considered in planning and development of the recreational complex. On the basis of these significant causal relationships, implications for planning and the delovepment of Taejong-Dae recreational complex were suggested.

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중년여성의 전환상태 모델 (Transition Model of Middle-aged Women)

  • 조인숙;박영숙
    • 대한간호학회지
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    • 제34권3호
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    • pp.515-524
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    • 2004
  • Purpose: The purpose of this study was to develop and test a model to explain the transition state for Korean middle-aged women focusing on the transition concept. Method: A hypothetical model was constructed based on the transition model of Schumacher & Meleis(1994) and tested. Thehypothetical model consisted of 5 latent variables and 11 observed variables. Exogenous variables were demographic characteristics, obstetric characteristics, and health behavior. Endogenous variables were transition state and quality of life with 6 paths. The data from 221 middle-aged women selected by convenience was analyzed using covariance structure analysis. Result: The final model which was modified from the hypotheticalmodel improved to GFI=0.97, AGFI=0.94, NFI=0.94, and NNFI=0.95. The transition state was influenced directly by demographic characteristics, quality of life, and also indirectly by health behaviors. However, the influence of obstetric characteristics was not significant. The transition state was accountable for 68% of the variance by these factors. Conclusion: These results suggest that enhancing health behaviors of the women are necessary to increase quality of life and it consequently contributes toimproving the transition state. This model could be used to explain the health related vulnerability in these ages and to diagnosis individual women.

후천성 지체장애인의 건강관련 삶의 질 모형구축 (Construction of Health-related Quality of Life Model in Acquired People with Physical Disabilities)

  • 김계하
    • 성인간호학회지
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    • 제18권2호
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    • pp.213-222
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    • 2006
  • Purpose: This study was designed to construct a structural model for explaining model health-related quality of life in acquired people with physical disabilities. Method: The hypothetical model of this study was consisted of 6 latent variables and 14 observed variables. Exogenous variables included in this model were physical status and economical level. Endogenous variables were social attitudes, family function, self-esteem, and health-related quality of life. Data were collected from 226 acquired people with physical disabilities residing in Seoul and Kyunggi-do from January to February, 2005. The collected data were analyzed using SAS 8.2 version and LISREL 8.32 version program. Results: The results of the fitness test of the modified model were follow as; ${\chi}^2=67.479$ (df=50, p=.05), GFI=.959, AGFI=.914, SRMR=.049, NFI=.961, NNFI=.979, CN=249.244. Health-related quality of life was influenced directly by physical status, economic level, and social attitudes and accounted for 88.8% of the variance by these factors. Conclusion: These results suggest that physical status is the most significant effect on health-related quality of life, and social attitudes and economic level are important factors having influences on health- related quality of life. Therefore improving physical status and economic level, and modifying negative attitudes are necessary to increase health-related quality of life of acquired people with acquired physical disabilities.

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관절염 환자의 수중운동 지속에 관한 구조 모형 (A Structural Model for Aquatic Exercise Adherence of Patients with Arthritis)

  • 강현숙
    • 근관절건강학회지
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    • 제8권1호
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    • pp.5-26
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    • 2001
  • Many studies have reported that regular aquatic exercise can lead to improvement of health for patients suffering from arthritis. In spite of these benefits, the adherence rate has shown as few as 26% of patients with arthritis who had completed the aquatic exercise education program. Moreover, when patients with arthritis begin an aquatic exercise, 47% withdraw within the first 6 month. No study has been found that constructs model to explain aquatic exercise adherence of patients with arthritis. The purpose of this study were to identify the factors influencing exercise adherence and to construct and test a structural model to explain aquatic exercise adherence of patients with arthritis. Hypothesized model was constructed on the basis of Bandura's social cognitive theory and literature review. Exogenous latent variables included in this model are group cohesion and barrier, endogenous latent variables are self-efficacy, outcome expectancy and self-evaluation. Empirical data used was collected through individual interviews with the structural questionnaire on 249 patients with arthritis who had completed the 6-week aquatic exercise education program of Korean Rheumatology Health Professionals Academy. The interviews were performed from September 6, 1999 through October 8, 1999. A model tested by the covariance structural analysis with LISREL 8.12a program and by descriptive statistics and correlation with SAS 6.12 program. The results are summarized as follows: First, hypothesized model showed a good fit to the empirical data. In the modified model added one new path showed a much better fit. Second, group cohesion had a direct, indirect positive effects, self-efficacy and self evaluation had a direct positive effects on exercise adherence. Barrier had a direct, indirect negative effects on exercise adherence. Outcome expectancy had a direct negative effect, indirect positive effects through self-evaluation on exercise adherence, but total effects was not significant. Total effect size of the variables were group cohesion, self-efficacy, barrier and self evaluation in order. All variables accounted for 54% of the total variance of exercise adherence in the model. In conclusion, this model confirmed to be proper in explaining of aquatic exercise adherence. Group cohesion, self-efficacy, outcome expectancy, self-evaluation, barrier contributed to the aquatic exercise adherence of patients with arthritis. The results of this study suggested that improvement of group cohesion, self-efficacy and self-evaluation, motivation of outcome expectancy through self-evaluation, and reduction of the barrier should be included in the strategy of nursing intervention for the aquatic exercise adherence of patients with arthritis.

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철도기관사의 우울증세, 인지실패, 실수와 사고 간의 관계: 자기효능감의 조절효과 (The Relationship between Depression, Cognitive Failure, Mistakes, and Accidents of the Train Drivers: The Moderating Effect of Self-Efficacy)

  • 노춘호;신택현;박민규;구승환
    • 대한안전경영과학회지
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    • 제15권4호
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    • pp.81-88
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    • 2013
  • In Korean society, the theme of human errors in railway has been emerging as a critical issue. As far as human error studies are concerned, main trend has been inclined to be led by industrial engineering and systems science. Apart from those trends, this study empirically highlighted the relationship between depression, which has been a frequent research subject in the medical science and psychology, and accidents, with setting depression as an exogenous variable and cognitive failure and mistake as endogenous variables, respectively. Results of hypotheses test for the 204 respondents showed that driver's depression has a significant effect on accidents mediated by cognitive failure and mistake. This findings suggest the need for exploring the diverse latent factors causing human errors and for understanding the complex cognitive process as well as for establishing integrative countermeasures to mitigate human errors.

홀로식사와 대사증후군의 관련성: 구조방정식 모형을 이용한 위험요인 분석 (Association between Eating Alone and Metabolic Syndrome: A Structural Equation Modeling Approach)

  • 송수연;정윤희
    • 대한영양사협회학술지
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    • 제25권2호
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    • pp.142-155
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    • 2019
  • The aim of this study was to construct and test a structural equation model for the risk factors of metabolic syndrome in Korean adults. The structural equation model hypothesizes that eating alone and feeling depressed is a risk factor for metabolic syndrome. The data of this study were obtained from the Sixth Korea National Health and Nutrition Examination Survey which was cross-sectional data from the representative national survey. A total of 4,013 subjects replied to the survey item of lifestyle and completed the physical examinations among adults aged 19 years or older in South Korea was in 2015. The structural model in this study was composed of four latent variables: eating alone, depression, negative health behavior, and metabolic syndrome. Two variables, the rate of eating alone and depression, were exogenous variables. Negative health behavior was both a mediating variable and endogenous variable, and metabolic syndrome was the final endogenous variable. The data were analyzed using the Maximum Likelihood method and bootstrapping. The structural model was appropriate for the data based on the model fit indices. The results of this study can be summarized as follows: Eating alone is a direct risk factor of metabolic syndrome in Korean women. Depression can mediate metabolic syndrome through negative health behaviors. Negative health behavior had a direct impact on metabolic syndrome in both men and women. This study may be a guideline for interventions and strategies to reduce the incidence of metabolic syndrome in Korean adults.

초등학교 과학 교사가 인식하는 PCK, 그릿, 교수 효능감 사이의 구조적 관계 (Structural Relationship between PCK, Grit, and Teaching Efficacy Perceived by Elementary School Science Teachers)

  • 채유정;이기영;박재용
    • 한국과학교육학회지
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    • 제43권4호
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    • pp.389-402
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    • 2023
  • 이 연구에서는 초등학교 과학 수업에서 교사의 PCK, 그릿, 교수 효능감 사이의 구조적 관계를 확인하고자 하였다. 문헌 분석 결과에 기초하여 PCK를 수업 지식 영역과 수업 실행 영역으로 구분하고, 이들 두 가지 영역을 외생잠재변수로 설정하여 PCK와 교수 효능감 사이의 구조적 연관성을 확인하였다. 또한, 구조방정식 모형에 교사의 그릿을 외생잠재변수로 추가하여 수업 지식, 수업 실행, 그릿이 교수 효능감에 미치는 영향을 조사하였다. PCK와 교수 효능감 사이의 구조적 관계를 확인한 결과, 수업 지식과 수업 실행 사이에 높은 상관관계가 나타났으며, 수업 지식은 수업 실행과 비교하여 교수 효능감에 더 큰 영향을 미치고 있었다. PCK, 그릿, 교수 효능감 사이의 구조적 관계를 확인한 결과, 수업 지식과 그릿은 모두 교수 효능감에 통계적으로 유의한 영향을 미치고 있지만, 수업 실행과 교수 효능감 사이의 관계는 통계적으로 유의하지 않은 것으로 나타났다. 이러한 연구 결과를 토대로 초등학교 과학 수업에서 교사 전문성과 교수 효능감을 강화하는 방안과 교사 전문성 영역에서 그릿이 갖는 의미에 대해 논의하였다.

재망상복장구물중전자(在网上服装购物中电子)E-SERVQUAL 대전자충성도적영향(对电子忠诚度的影响) (The Effect of E-SERVQUAL on e-Loyalty for Apparel Online Shopping)

  • Kim, Eun-Young;Jackson, Vanessa P.
    • 마케팅과학연구
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    • 제19권4호
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    • pp.57-63
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    • 2009
  • 随着电子商务指数式增长(电子商务), 营销人员正试图获得通过强调服务质量和服务方面的相互作用而导致客户满意度或行为后果的竞争优势. 特别是对于服装, 服务质量是鼓励客户电子忠诚的关键因素之一, 并增加电子商务中服装零售的成功. 因此, 本研究探讨电子服务质量(电子SERVQUAL)的因素和根据Parasuraman等人(2005)的研究框架对网上服装购物的电子忠诚度的独特影响. 这项研究的具体目标是确定的基本层面的E - SERVQUAL, 分析有关在网上服装购物中电子SERVQUAL对点在忠诚度的影响的结构模型. 对于服务质量, 在网上购物方面的理论框架, 我们比较分析了有关传统和电子服务质量的因素的文献并确定了核心的两个方面和恢复服务. 这项研究的假设是电子SERVQUAL对电子忠诚度的影响. 客户满意度对电子服装网上购物服务的忠诚度有积极影响和客户满意度在电子SERVQUAL对服装网上购物电子忠诚度影响中的中介作用. 根据文献我们制成了一份自填式的问卷. 我们在美国从居住在大城市的有在网上购买服装产品的在线消费者中获得了252份有用的问卷. 通过因子分析(例如, 探索, 验证)评估了有效性和可靠性, 结构方程模型, 包括测量和结构模型, 通过线性结构8.8程序评估了包括测量和结构模型的结构方程模型. 结果显示, 网上购物网站的电子SERVQUAL的五个因素: 赔偿, 执行, 效率, 系统可用性和反应能力. 这支持在网上服装购物方面Parasuraman(2005)的E-S-QUAL包括两个方面的核心服务(如满足, 效率, 系统可用性)和恢复相关的服务(例如, 补偿, 回应). 在结构方程模型中, 有5个电子SERVQUAL因素的外生潜变量, 两个内生潜变量(例如客户满意度, 电子忠诚度). 对于测量模型, 各代表概念的因子载荷有显著的统计学意义, 比 0.60大, 内部一致性信从 0.85 至 0.8 8 不等. 在估计电子SERVEQUAL因素的结构模型, 系统的可用性对电子忠诚的直接和积极的作用, 而效率对网上服装购物的电子忠诚度有负面影响. 然而, 满足不是解释网上服装购物的电子SERVQUAL结果的重要指标. 这一发现意味着, 可被理解为系统提供服务的质量可能会增加对服装网上购物的客户满意度. 然而, 电子忠诚取决于服务质量没有被支持, 因为在网上服装购买中, 通过价值或满意度的中介作用, 服务质量对电子忠诚度(例如再购买意图)有间接影响. 此外, 获得赔偿和回应被发现对客户满意度有显著影响, 会影响网上服装购买的电子忠诚度. 因此, 获得赔偿和回应对电子忠诚度有显著的间接影响. 这表明, 恢复特定的服务因素在客户满意度最大化方面的重要作用, 以及维护客户对网上服装购物网站的忠诚度方面的重要作用. 研究结果在管理和研究方面都有启示. 时装营销者可以在建立与客户的长期关系的基础上, 不断测量顾客感知与恢复服务有关的服务质量等问题, 例如对问题和返回的迅速反应, 客户购买之后的问题赔偿. 为了保持电子忠诚, 在消费者购买服装中恢复服务对消费者第一次选择网站起到重要作用. 由于网上购物的消费者可以在任何地方购物, 提高竞争优势的营销策略是为消费者提供更好的服务质量, 最大限度地满意, 并把创造客户网上服装购买的电子忠诚度. 从研究的角度来看, 解释这些结果时, 本研究的一些局限需要被考虑. 对于未来的研究, 调查结果为这一重要主题理论和实证方面的进一步的研究提供了依据. 根据研究结果, 更全面的模型预测电子SERVQUAL的结果可以被开发和测试. 对全球时装市场, 这项研究可以扩展使用多国样本的跨文化的方法来研究服装的电子服务质量.

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