• Title/Summary/Keyword: Causal Model Analysis

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A Study on the Variables Forecasting Male Adolescents′ Sexual Intercourse (남자 청소년의 성경험에 영향을 미치는 예측요인)

  • Kim Kyung-Hee;Kwon Hye-Jin;Chung Hae-Kyung
    • Journal of Korean Academy of Nursing
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    • v.34 no.6
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    • pp.954-963
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    • 2004
  • Purpose: This study was designed to identify the variables affecting male adolescents' sexual intercourse through a comprehensive analysis of individual and environmental factors. Method: The subjects of this descriptive survey on causal relations were 462 subjects enrolled in liberal and vocational high schools selected on a convenience sampling basis. The data collected from May-July 2002 was put to logistic regression analysis to build a forecast model. Findings: 1) Individual factors such as school record, experience seeking, non-inhibition and sexual permissiveness, 2) family factors such as parental living arrangement, 3) school factors such as career tract and 4) peer factors such as having a boy/girl friend were identified as significant variables forecasting sexual intercourse. Conclusion and Recommendation: The theoretical model built on the basis of the major findings of this study will hopefully help promote a wholesome youth culture related to sexual intercourse. It is recommended that a program be developed that can help control the variables identified in this study along with a follow-up study to verify the model.

A Study on the Process to Establish Safety of Level Crossing (건널목장치에서의 안전성확보 방안 고찰)

  • Joung, E.J.;Kim, Y.M.
    • Proceedings of the KIEE Conference
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    • 2001.10a
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    • pp.315-317
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    • 2001
  • In this paper, the relationship between system engineering lifecycle and safety lifecycle is investigated. V diagram and IEC 61508 model are represented in the lifecycle model. V diagram easily shows the flow of information between phases. But it does not show the amount of work involved in each stage. IEC 61508 model describes the activities to be performed during each phase of the lifecycle. And also the causal-consequence analysis for the level crossing is presented Representing this analysis procedure, we are try to establish safety of level crossing.

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Analysis of PMIS Users Satisfaction and Loyalty Using Structural Equation Model

  • Kim, Min-Cheol;Lee, Hyung-Il;Cho, Sang-Ho;Kim, Ju-Hyung
    • Architectural research
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    • v.23 no.1
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    • pp.1-10
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    • 2021
  • Project management information systems (PMIS) have been implemented to support cooperation among the participants of construction projects. Unlike other information systems used by members from an organization with similar culture and business environment, the PMIS are members from one-off fragmented project organization with diverse professional background. Successful operation is significantly affected by the tendencies of client's side and individual awareness of participants. In this regard, it is imperative to evaluate the success of the system based on the individual characteristics of PMIS users. Thus, this study proposes a method for determining the system success by analyzing the extent of the effects of system factors such as System Quality, Information Quality, and Service Quality and individual factors such as a user's IT application ability, Extrinsic Motivation to achieve User Satisfaction, and loyalty. Accordingly, a structural equation model (SEM), an effective tool to examine of the comprehensive structure of a causal relationship, is applied for analysis because the internal awareness of individuals is established as a variable.

A Resiliency Model for Families of Children with Disabilities (장애아동가족의 복원모델 연구)

  • Oh, Seung Ah;Lee, Yang Hee
    • Korean Journal of Child Studies
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    • v.22 no.2
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    • pp.113-132
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    • 2001
  • In order to develop a model for better understanding of causal relationships in resiliency factors in families of children with disabilities, 200 families participated in this adaptation of the Resiliency Model of McCubbin and McCubbin(1993). The 6 latent variables included in the hypothesized model were family stress, family hardiness, family schema, community support, family problem-solving communication, and family adaptation. The models were developed on the basis of confirmatory factor analysis and compared using covariance structure modeling (LISREL). Adequate fitness of the model was observed. Family stress showed negative effect on family schema and on family hardiness. Family schema showed positive effect on community support and on family hardiness. Family hardiness showed positive effect on family problem-solving communication, and family problem-solving communication showed positive effect on family adaptation.

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Development of Near miss Assessment Model Using Bayesian Network and Derivation of Major Causes (베이지안 네트워크를 이용한 아차사고 평가 모델 개발 및 주요 원인 도출)

  • Seon Yeong Ha;Mi Jeong Lee;Jong-Bae Baek
    • Journal of the Korean Society of Safety
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    • v.38 no.4
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    • pp.54-59
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    • 2023
  • The relationship between near misses and major accidents can be confirmed using the ratios proposed by Heinrich and Bird. Systematic reviews of previous national and international studies did not reveal the assessment process used in near-miss management systems. In this study, a model was developed for assessing near misses and major factors were derived through case application. By reviewing national and international literature, 14 factors were selected for each dimension of the P2T (people, procedure, technology) model. To identify the causal relationship between accidents and these factors, a near-miss assessment model was developed using a Bayesian network. In addition, a sensitivity analysis was conducted to derive the major factors. To verify the validity of the model, near-miss data obtained from the ethylene production process were applied. As a result, "PE2 (education)," "PR1 (procedure)," and "TE1 (equipment and facility not installed)" were derived as the major factors causing near misses in this process. If actual workplace data are applied to the near-miss assessment model developed in this study, results that are unique to the workplace can be confirmed. In addition, scientific safety management is possible only when priority is given through sensitivity analysis.

A Causal Model Analysis of Non-Cognitive Characteristics of Mathematics Learning (수학학습 정의적 영역에 대한 인과 모형 분석)

  • Lee, Hwan Chul;Kim, Hyung Won;Baeck, SeungGeun;Ko, Ho Kyoung;Yi, Hyun Sook
    • Communications of Mathematical Education
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    • v.31 no.2
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    • pp.187-201
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    • 2017
  • The study in this paper, which is part of a bigger study investigating non-cognitive characteristics of Korean students at the 4-12 grade levels, aims to identify the influential characteristics that explain students' decision to give up on mathematics learning. We consider seven non-cognitive student characteristics: value, interest, attitudes, external motivation, internal motivation, learning conation and efficacy. Data were collected from 21,485 Korean students, and were analyzed with a logistic regression method using SPSS. The findings show that efficacy was the most significant indicator of students' decision to give up on mathematics learning in all three grade level bands: elementary (4th-6th), middle (7th-9th) and high (10th-12th). In particular, the causal model analysis shows that students who highly value mathematics tend to have stronger internal and external motivation, which bring about stronger interest and learning conation, which in turn lead to positive attitudes and strong efficacy regarding the learning of mathematics. It was further found that while external motivation was a significant indicator of upper grade level students' decision to give up on mathematics learning, it was only a moderate indicator for lower grade level students. The findings of this study provide useful information about which non-cognitive areas need to be focused on, in what grade levels, to help students stay on track and not fall behind in learning mathematics.

Model Construction of Maternal Identity in Primi-gravida (초임부의 모성 정체성에 관한 모형구축)

  • 김혜원
    • Journal of Korean Academy of Nursing
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    • v.28 no.2
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    • pp.510-518
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    • 1998
  • It was assumed that the maternal identity in primi-gravida is one of the most attribute of the motherhood, that is not biological but cognitive phenomena, appears active process as intelligent human being. The purposes of this study were that the identification the cognitive structure and the influencing factors of the maternal identity in primi-gravida. Theoretical framework in this study, maternal identity in primi-gravida was constructed as a cognitive output, has the cognitive structure of cognitive-perceptual factor, cognitive-behavioral factor, and cognitive-emotional factor. Influencing factors of maternal identity was constructed as a cognitive input, which were pregnancy related perceptions (pregnancy intention, minor discomfort, value of motherhood), interpersonal relationship(relationship with mother, relationship with husband, relationship with social network), preparation to motherhood(maternal knowledge, antenatal self care), and biological factor (gestation period). This study was the descriptive correlational research design, was done from the 3rd January to the 15th March 1996, and the research subjects were selected conviniently 226 the primi-gravida during the gestation period, data collection method was self reported questionnaire cross-sectionally. Descriptive data analysis was done by SAS PC$^{+}$, testing the hypothetical model was done by covariance structural analysis using LISREL 8.03 program. The result of the hypothesis testing, the value of motherhood(y=.650, T=4.26) the maternal knowledge (y=.137, T=2.030), the gestation period( y=.113, T=2.621), showed significant causal effect on the maternal identity in primi-gravida. In conclusion, the maternal identity in primi-gravida had interrelated cognitive structure consist of perceptual, behavioral, and emotional factors. Significant causal factors influencing the maternal identity were value identified. It seems to contribute toward the understanding the characteristics of the maternal identity as a cognitive domains that has been regarded highly abstract concept, so has not been validated empirically.y.

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Feasibility Model Development by Applying System Dynamics Method in Residential Officetel (시스템다이내믹스를 활용한 오피스텔 사업타당성 분석 모델 개발)

  • Jang, Jun-Ho;Ha, Sun-Geun;Kim, Kyeong-Ryoung;Son, Ki-Young;Son, Seung-Hyun;Lee, Taick-Oun
    • Journal of the Korea Institute of Building Construction
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    • v.18 no.3
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    • pp.285-294
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    • 2018
  • Due to the low interest rates of banks according to the breakdown economy after the global financial crisis in 2008 As a substitute for financial products, the investment demand has been increased for rentable investment funds such as commercial building and officetel. However, the problems such as oversupply, decrease of a rental profit and negative perception of development projects have been occurred. One of the primary problems is the existing deterministic method of project feasibility analysis. Therefore, the objective of this study is to develop feasibility model by applying system dynamics method in residential officetel. To achieve the objective, first, the previous studies are investigated. Second, the causal loop diagram is structured based on the collected data. Third, the feasibility model is developed through the causal loop diagram. Fourth, the effectiveness is validated and compared to collected actual data. The proposed model can be helpful whether or not conduct execution of an officetel development project to the decision makers.

Analysis of Mega Event effect using System Dynamics : Application in Millennial Anniversary of the Tripitaka Koreana (시스템다이내믹스를 이용한 메가이벤트 개최 효과 분석: 대장경문화축전에의 적용)

  • Park, Gyung-Yeol;Choi, Seung-Dam;Kim, Dong-Hwan
    • Korean System Dynamics Review
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    • v.14 no.1
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    • pp.31-53
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    • 2013
  • The purpose of this study is to explain the impact of hosting mega event using the system dynamics and to establish the model for analysis of the impact of hosting mega event. The results are as follows. First, the growth of inbound tourists have influenced long term effect. Second, the export has increased for a limited period only after the hosting mega event, but the increase in export returned to the previous state in terms of economic impact of mega event. Third, nation brand has been improved for a limited period only such as the economical impact in terms of socio-cultural impact of mega event. Last, citizenship consciousness has been improved after hosting mega event. Further researches have to be carried out to modify and reinforce the model.

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6-sigma Quality Management: Defining and Analyzing Causal Relationships 6-sigma Drivers, Action Competency, Management Performance - in the Manufacturing Sector - (6-sigma 품질경영 : 6시그마 정의와 추진환경 실천역량, 경영성과와의 인과관계에 관한 연구 -제조부문을 중심으로-)

  • Kim Gye-Soo
    • Journal of the Korean Operations Research and Management Science Society
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    • v.29 no.3
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    • pp.129-144
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    • 2004
  • The goal of this study is to stress the importance of 6sigma quality management in improving the inner capabilities of manufacturing and the performances of the company. Six Sigma is widely recognized today as a process improvement methodology that can cut costs and eliminate defects in manufacturing processes. In this exploratory analysis. a model is developed and tested to fit research model with the structural equation modeling analysis. In conclusion. 6sigma leadership and flexible organizational culture are the important drivers among 6sigma activities. IT management strategy is significantly related to 6sigma quality management. 6sigma quality management is significantly related to financial performance. In addition. customer satisfaction is significantly related to financial performance.