• Title/Summary/Keyword: covariance structure modeling

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Core Safety Disposition as a Cause of Safety Consciousness (안전 의식의 결정 요인으로서 핵심 안전 성향)

  • Park, Young Seok;Jung, Ji Hee
    • Journal of the Korean Society of Safety
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    • v.34 no.6
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    • pp.58-64
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    • 2019
  • Over the past decades there has been a growing body of researches that examines the psychological traits related to safety outcomes. After briefly reviewing the relationships between psychological dispositions and safety outcomes, we empirically examine the relationships with 2 samples of 1,102 participants. Fifteen psychological dispositions (big 5 personality, locus of control, cognitive failure, affection from job and relations, 4 achievement goal orientations, self-efficacy, fatigue, and depression) and four psychological outcomes (safe behavior, unsafe behavior, accidents, and injuries) are examined. After covariance structure modeling variances of safety outcomes are well explained by simple 4 dispositions of consciousness, mastery-approach goal orientation, self-efficacy, and depression. We name them 'core safety disposition', and name four psychological outcomes 'safety consciousness', and the relationships between those latent variables are stronger than between measurement variables. We propose core safety disposition as a cause of safety consciousness, and discuss implications for research and practices.

The Relations of Social Support to the Health Behaviors and Health Status in the Elderly (노인들의 사회적 지지와 건강행태 및 건강수준과의 관련성)

  • Kim, Tae-Myon;Lee, Sok-Goo;Jeon, So-Youn
    • Korean Journal of Health Education and Promotion
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    • v.23 no.3
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    • pp.99-119
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    • 2006
  • Objectives: This study intends to understand the difference within group of social support level and the effect of social support to health behaviors and health status of the elderly by selecting the old of local society as target. Methods: Data were obtained from self-administered questionnaire of 8,688 persons, older than 65 years, living in a community. We measured the sociodemographic characteristics, social support(family support, other support, quality of support), physical health state(subjective health status, number of chronic disease), physical function state(activities of daily living; ADL, instrumental activities of daily living; IADL), cognition state(mini-mental state examination-Korean; MMSE-K) and depression state(short form of geriatric depression scale; SGDS), health behaviors(smoking, drinking, exercise, eating habit). Univariate, multinominal logistic regression and covariance structure analysis were employed to analyze factors affecting on the social support of the elderly. Results: When considering the degree of social support by the sociodemographic characteristics of the older adults, the family support, other support and quality of support is better when the old is male, young, high education and self-reported living status is good and it has significance statistically. When considering the relation between social support and health status, the family support, other support and quality of support is better when the old's subjective and objective physical health status is good. The family support, other support and quality of support is better when the old's subjective health status is better. The other support and quality of support is better when the old's ADL(activities of daily living) and IADL(instrumental activities of daily living) are good. The family support, other support and quality of support is better when the old's cognitive function and depression state is better. When considering the relation between social support and health behaviors, in case of smoking and drinking, the quality of support, family support and other support is better when the old smokes and drinks rather than the old does not. In case of exercise and eating habit, the family support, other support and quality of support is better when the old exercises and eats regularly rather than the old does not. It has significance statistically. From the result of performing covariance structure analysis by structural equation modeling(SEM) with two endogenous variable(health behaviors and health status) and one exogenous variable(social support), factor loading of health status is 0.74 and factor loading of health behaviors is 0.05. The social support explains health status of 55.4% and health behaviors of 2.9%. Conclusions: This study has the meaning that it finds the difference of social support generating from inside of the group for the old residing in city and country and specifies the effect that the difference of social support influences to health status and health behaviors. From now on, in the development of health improvement strategy of the olds, it is necessary to approach from inclusive aspect while considering psychosocial factor such as social support and social economical factor as well as health status.

KCYP data analysis using Bayesian multivariate linear model (베이지안 다변량 선형 모형을 이용한 청소년 패널 데이터 분석)

  • Insun, Lee;Keunbaik, Lee
    • The Korean Journal of Applied Statistics
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    • v.35 no.6
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    • pp.703-724
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    • 2022
  • Although longitudinal studies mainly produce multivariate longitudinal data, most of existing statistical models analyze univariate longitudinal data and there is a limitation to explain complex correlations properly. Therefore, this paper describes various methods of modeling the covariance matrix to explain the complex correlations. Among them, modified Cholesky decomposition, modified Cholesky block decomposition, and hypersphere decomposition are reviewed. In this paper, we review these methods and analyze Korean children and youth panel (KCYP) data are analyzed using the Bayesian method. The KCYP data are multivariate longitudinal data that have response variables: School adaptation, academic achievement, and dependence on mobile phones. Assuming that the correlation structure and the innovation standard deviation structure are different, several models are compared. For the most suitable model, all explanatory variables are significant for school adaptation, and academic achievement and only household income appears as insignificant variables when cell phone dependence is a response variable.

Structural Equation Modeling on Leisure Constraints Negotiation, Serious Leisure and Specialization of Sports Activity (여가제약 협상과 진지한 여가, 스포츠활동 전문화의 관계)

  • Kim, Kyong-Sik;Koo, Kyong-Ja;Lee, Eun-Ju
    • The Journal of the Korea Contents Association
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    • v.11 no.7
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    • pp.478-488
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    • 2011
  • The aims of this research are to form a research model for negotiations against leisure constraints, serious leisure activity, and the specialization of sports activity, verify the fitness of this model and define the relationship between the variables in the model. This research was taken on a population of 235 people in the commercial sports center in Seoul city in 2010, taking the members by voluntary, and analyzed them with purposive sampling. The research used AMOS 18.0 program to carry out a covariance structure analysis. The conclusions are as follows. First, serious leisure can be experienced when one puts effort in negotiating against the leisure constraints. Second, when one puts effort in negotiating against leisure constraints, progress is made in specialization of sports activity. Lastly, sports activity becomes more professionalized when one experiences serious leisure.

RF Seeker LOS Rate Estimation Method using Covariance and Signal Management (공분산 및 신호관리를 이용한 RF탐색기 시선각 변화율 추정기법)

  • Moon, Gwan-Young;Jun, Byung-Eul
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.4
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    • pp.292-299
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    • 2012
  • The line-of-sight(LOS) rate is estimated using Kalman filter in Radio-Frequency(RF) seeker. For the two axis gimbaled seeker, proper system modeling is considered and the basic filter structure is set up. The main issue for Kalman filter is choosing the proper process and measurement noise. For the measurement process, the signal to noise ratio(SNR) and other components are introduced. To cope with the eclipse problem or other abnormal seeker status, the pseudo input signal concept is proposed. By conditioning abnormal signals, the LOS rate estimation performance is increased. The process noise is also an important factor in the propagation phase. The analytical approach on a process noise component is performed and a reliable region for the filter is calculated based on the eigenvalue analysis. Some numerical simulations are performed to check the validity of suggested algorithm.

A Study on The Impact of Perceived Crowding on Emotional Response and Revisit Intention (공항 이용객의 혼잡지각이 감정적 반응과 재방문의사에 미치는 영향에 관한 연구)

  • Kim, Seung-Lee;In, Ok-Nam
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.5
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    • pp.141-150
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    • 2015
  • The object of this study is finding out the relational effect of perceived crowding of international airport on emotional response and revisit intention. The data of this study was collected by questionnaire and based on Incheon international airport visitors. A total 260 validity sample was analyzed a frequency analysis, reliability analysis, exploratory factor analysis and correlation coefficient analysis from SPSS 21, a hypothesis through out confirmatory factor analysis and structural equation modeling from AMOS 7.0. As a result of this study, visitors' human perceived crowding of international airport and positive emotional response showed a significant effects on revisit intention.

Effect of Walking Tour Experience on Tourist satisfaction and Revisit Intention (도보관광의 체험요소(4Es), 만족도, 재방문 의도에 관한 연구)

  • Kim, Seung-Lee;In, Ok-Nam
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.5
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    • pp.99-107
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    • 2014
  • In the past decade, Pine & Gilmore set out the vision for a new economic era, the experience economy, in which consumers are in search for extraordinary and memorable experiences. The purpose of this study is to investigate the relationships among walking tourist's experiences, walking tourist satisfaction and revisit intention as the social interest on walking tour has risen. A total of 250 respondents completed a survey. Using structural equation modeling (SEM) technique, the results reveal the effects of Esthetics(indulged in environments) and Escapism(diverging to a new self) that impact on walking tourist satisfaction and on revisit intention indirectly. Overall, finding of this study enhance the theoretical progress on the experiential concept in walking tour and offer important implication for walking tour marketers.

Study on the Effect of the Rural Development Projects on the Quality of Life for Residents in Rural Areas (일반농산어촌개발사업이 농촌 지역주민 삶의 질에 미치는 영향)

  • Park, Jun-Gyu;Kim, Min-Su;Kim, Yeong-Ha
    • Journal of Korean Society of Rural Planning
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    • v.23 no.4
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    • pp.75-90
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    • 2017
  • The study was intended to identify the effect of the rural development projects (comprehensive improvement of the seats of Eup and Myeon and regional unit comprehensive development projects) on the quality of life in rural areas against local residents living in areas subject to those projects by means of structural equation modeling based on covariance structure analysis. The result indicated that perception factors affecting the quality of life for residents in rural areas by the projects included 'improvement in spatial environment', 'increase in vitality of rural areas', and 'promotion of community activities.' It was also suggested that 'improvement in spatial environment' and 'increase in vitality of rural areas' have significantly positive effect on the quality of life for residents in rural areas while the former has relatively higher correlation. In comparison between comprehensive improvement of the seats of Eup and Myeon and regional unit comprehensive development projects, it was analyzed that all the perception factors of the comprehensive improvement of the seats of Eup and Myeon have effect on the quality of life for residents in rural areas indicating that comprehensive improvement of the seats of Eup and Myeon is more effective than regional unit comprehensive development projects in promoting the community activities. It means that existing rural development projects have been promoted to improve spatial environment rather than improving the quality of life for residents in rural areas. Thus, it is considered that the rural development projects in future should seek for a sense of community so that they can induce voluntary participation by local residents.

Influence of Stress, Self Factor and Emotional Factor on Smartphone Addiction Level among College Students (일부 대학생의 스트레스, 자아요인 및 정서요인이 스마트폰중독정도에 미치는 영향)

  • Lee, Hyun-Suk;Bae, Sang-Yun
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.326-336
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    • 2017
  • This study investigates the relevance of stress, self factor and emotional factor, and the influence on Smartphone Addiction Level among college students. The survey was administered to 261 college students in J city from December 16th to 23rd, 2016. The structured self-administered questionaries were used. The multiple linear regression analysis revealed that the factors with explanatory powers of 52% on Smartphone Addiction Level included physical activity changes, sleep disorders, the self control about self factors, the impulsion of emotional factors. With the analysis of covariance structure, we could confirm the relationship among the four factors such as stress, self factor, emotional factor and Smartphone Addiction Level. The results of the study indicate that the efforts to manage stress, self factors and emotional factors, are required to reduce the Smartphone Addiction Level of the college students. The results are expected to be useful for the development of programs and policy to decrease the Smartphone Addiction Level. In the following study, structural equation modeling about additional factors, which influences on Smartphone Addiction Level, will be needed.

Accurate theoretical modeling and code prediction of the punching shear failure capacity of reinforced concrete slabs

  • Rajai Z. Al-Rousan;Bara'a R. Alnemrawi
    • Steel and Composite Structures
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    • v.52 no.4
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    • pp.419-434
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    • 2024
  • A flat slab is a structural system where columns directly support it without the presence of beam elements. However, despite its wide advantages, this structural system undergoes a major deficiency where stresses are concentrated around the column perimeter, resulting in the progressive collapse of the entire structure as a result of losing the shear transfer mechanisms at the cracked interface. Predicting the punching shear capacity of RC flat slabs is a challenging problem where the factors contributing to the overall slab strength vary broadly in their significance and effect extent. This study proposed a new expression for predicting the slab's capacity in punching shear using a nonuniform concrete tensile stress distribution assumption to capture, as well as possible, the induced strain effect within a thick RC flat slab. Therefore, the overall punching shear capacity is composed of three parts: concrete, aggregate interlock, and dowel action contributions. The factor of the shear span-to-depth ratio (a_v/d) was introduced in the concrete contribution in addition to the aggregate interlock part using the maximum aggregate size. Other significant factors were considered, including the concrete type, concrete grade, size factor, and the flexural reinforcement dowel action. The efficiency of the proposed model was examined using 86 points of published experimental data from 19 studies and compared with five code standards (ACI318, EC2, MC2010, CSA A23.3, and JSCE). The obtained results revealed the efficiency and accuracy of the model prediction, where a covariance value of 4.95% was found, compared to (13.67, 14.05, 15.83, 19.67, and 20.45) % for the (ACI318, CSA A23.3, MC2010, EC2, and JSCE), respectively.