• Title/Summary/Keyword: 잠재요인

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Assessment of Socio-hydrological Impact of the Instream Flow Judgment Criteria Using Structural Equation Model (구조방정식모형을 활용한 하천유지유량 결정기준에 따른 사회-수문학적 영향평가)

  • Yoo, Jiyoung;Kim, Tae-Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.3-3
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    • 2020
  • 사회-수문시스템의 인과관계에 대한 보다 상세한 통찰하기 위해서는 현재의 사회-수문시스템의 기능을 이해하고 미래의 사회-수문시스템의 변화 궤적을 예상할 수 있는 모형이 필요하다. 사회-수문학적 관점에서는 수문순환 현상과 더불어 인간 활동과 관련된 인구, 토지이용, 경제성, 환경변화로 연계되는 사회-수문시스템 내 복잡한 관계해석 과정이 중요하다. 본 연구에서는 하천유지유량 결정기준에 따른 사회-수문시스템의 변화과정을 이해하고 가능한 영향궤적을 평가하기 위해 사회수문학적 관점으로 해석하고자 한다. 현재 우리나라에서는 하천유량고시지점 114개 중 각 항목별 고시지점의 비율은 수질(33%), 평균갈수량(33%), 생태(29%), 경관(4%), 수질 및 염해(1%)로 나타났다(2019년 고시 현황). 따라서 사회-수문시스템 내에서 하천유지유량 결정기준 차이에 따라 환경적, 사회적, 경제적 측면으로의 영향을 평가하기 위하여 구조방정식모형을 모델링 한 후, 모형 내 잠재요인(기상, 수문, 환경, 사회·경제)의 상호연관성을 파악하였다. 기상학적 요소로는 기온, 강수량을 선정하였으며, 인간의 활동이 개입된 수문학적 요소는 유량, 하천수이용량으로 선정하였다. 환경적 요소는 BOD, COD, SS를 선정하였으며, 사회·경제적 요소는 인구, 지가변동률을 고려하였다. 이와 같은 사회-수문시스템 내 잠재요인별 요소를 바탕으로 사회-수문학적 영향평가를 위한 가설을 검증하기 위해 통계 프로그램 AMOS를 활용하여 구조방정식모형을 모델링하였다. 향후 사회-수문학 관점에서의 복잡한 영향관계를 정량적으로 평가하고, 다양한 이해관계자 간의 합의를 도출하는 데 있어서 효율적인 의사결정도구로 활용될 수 있을 것으로 기대한다.

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The Trajectory of Outpatient Medical Service Use and Its Predictors: Focusing on Age Variations (노년기 외래의료서비스 이용 궤적 및 예측요인 : 연령 차이를 중심으로)

  • Kahng, Sang-Kyoung
    • Korean Journal of Social Welfare
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    • v.62 no.3
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    • pp.83-108
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    • 2010
  • This study aims to estimate the trajectory of outpatient medical service use and examine what factors are associated with the trajectory among older adults 60 and over with specific focuses on age variations. Using the first three waves of the Korean Welfare Panel Study data, the trajectory and predictors were examined through the Latent Growth Curve Modeling and age variations were examined through the Multi-group Comparison Analyses. The research model was developed based on the Anderson Model. The results showed that study participants tend to increase outpatient medical service use with years. Individuals 75 or younger presented a much faster increasing rate of medical service use than those 75 and over. Similar to the findings of the previous studies, most predisposing factors, resource factors, and needs factors were found to be associated with the trajectory of outpatient medical service use. Needs factors were more closely associated with the medical service use trajectory than resource factors. With regard to age variations in predictors, few significant age variations were found. Based on the finding of the study, implications and future research directions were discussed.

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Classification of Student's School Violence During Middle School: Applying Multilevel Latent Profile Models to Test Individual and School Effects (다층 잠재프로파일 분석을 적용한 중학생의 학교폭력 집단 분류와 개인 및 학교요인 검증)

  • No, Unkyung;Lee, Eunsoo;Lee, Hyunjung;Hong, Sehee
    • Survey Research
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    • v.18 no.2
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    • pp.67-98
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    • 2017
  • The purposes of this study are to identify the latent classes of school violence depending on bullying and victimized experience by type and the influences of individual-level and school-level variables on determining these latent profiles. For these research goals, the present study utilized data from the Seoul Education Longitudinal Study(SELS) 5th wave, containing data from 2,195 middle school students who experienced school violences more than once. Multilevel latent profile models were applied to examine school violence among students. Our results indicated that there were four latent classes; high-level bullying and victimized group (1.7%), mainly bullying group(2.1%), mainly victimized group(3.7%), verbal bullying and victimized group(92.5%). Gender, resilience, self-control, peer relationship, parental relationship were significant determinants of the latent profiles at student level. Teacher-student relationships, school violence prevention, gender ratio of school were significant determinants of the latent profiles at school level. The present study contributed to extending theoretical discussions by classifying students into groups based on frequency and different forms of bullying and victimization. Moreover, this study examined determinants of student and school level simultaneously by dealing with multilevel data.

Gender Difference on Trust in Internet-Only Banks Using the Multi-Group Path Analysis (다집단 경로 분석을 통한 남녀 간 인터넷전문은행의 신뢰 차이)

  • Nam, Sang-Wook;Hong, Eun-Joo
    • Journal of Convergence for Information Technology
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    • v.8 no.3
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    • pp.99-105
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    • 2018
  • The purpose to this study is to analyze the difference of trust toward Internet-only bank into two groups according to the gender. We specially examined whether there is any gap in the determinant of trust. For this, we attempted to analyze the significance of the difference in the path coefficients between the gender through latent mean and path analysis. As a results, the difference of the determinant of trust between the male and the female group occurred in the factor of benefit and security. Moreover, it reconfirmed that trust are later strongly extended to relationship commitment. These findings suggest that it's very important to establish a trust with customers.

A Study on the Influence of Socio-economic Deprivation on Depression : Focusing on Latent Growth Modeling Analysis (사회경제적 박탈이 우울에 미치는 영향에 관한 연구: 잠재성장모형 분석을 중심으로)

  • Sohn, Yong Jin
    • Journal of the Korean Data Analysis Society
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    • v.20 no.6
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    • pp.3227-3238
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    • 2018
  • This study attempts to investigate the trajectories of socio-economic deprivation on the depression trajectories among middle-aged individuals using a latent growth model over the last five years. Using the Korea welfare panel study data ranged from the year 2013 (8th wave) to the year 2017 (12th wave), a sample of 7,437 aged over 40 was selected. Three hypothesis was proposed as follows. Is the trajectory of depression changing over the years? Are the initial values of socio-economic deprivation causally related to the initial values of depression? Are the rates of change in socio-economic deprivation causally related to the rates of change in depression? Results showed that the growth curve of depression tended to decline negatively over the five-year period. As the intial values of socio-economic deprivation increased, so did the initial values of depression move upwards. Finally, as the changes of socio-economic deprivation tended to get larger, those changes of depression also accordingly increased as well. The public policy implications based on the current study were discussed to pay more attention to those middle-aged individuals suffering from socio-economic deprivations.

A Study of Factors Influencing on Consumer Trust in Mobile Commerce Sites (Mobile Commerce 사이트의 신뢰도 형성요인에 관한 실증연구)

  • 김부신;한대문
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2004.06a
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    • pp.29-34
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    • 2004
  • 본 연구에서는 Mobile Commerce(M-커머스) 사이트의 신뢰도에 영향을 미치는 요인들을 거래안전성, 기업이미지, 검색기능성 그리고 결제편의성으로 분류하여 관련 연구들을 통해 검증된 요인들을 추출하였다. 그리고 M-커머스 사이트의 현재 또는 잠재 고객들을 대상으로 직접 설문조사를 통해 M-커머스 사이트의 신뢰도에 영향을 미치는 요인을 식별해냄으로써 고객과의 신뢰형성을 위해 최우선적으로 고려해야 할 방향을 제시하고 M-커머스의 활성화에 기여하고자 한다.

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Identifying Latent Classes in Adolescent's Self-Determination Motivation and Testing Determinants of Classes (자기결정성 이론에 따른 학습동기 변화의 잠재프로파일 분류 및 영향요인 검증)

  • Choi, Hyunju;Cho, Minhee
    • Korean Journal of School Psychology
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    • v.11 no.1
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    • pp.253-274
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    • 2014
  • The present study classified groups based on latent profile of self-determination motivation(amotivation, external motivation, intrinsic motivation), and examined the determinants for each group. The data was collected through panel data of Korea Education Longitudinal Study(KELS), total 5,459 participants who answered questionnaires of self-determination motivation of two times both second grade of middle school and second grade of high school. To identify the change motivational type, standardized residual was conducted using SPSS 17.0., and the latent classes for the change of motivational type was investigated using M-Plus in the frame work of Latent Profile Analysis(LPA). The results indicated that five groups(increase of self-determination, self-determination maintenance, self-determination developmental delay, elf-determination confusion, decrease of self-determination group) were classified based on latent profile. In addition, parental control, academic self-concept, teacher-student relationship, test anxiety, avoidance orientation, gender, father's education, and income were significantly related to each group. Lastly, the implications for directions of the adolescent counseling, limitations and future research are discussed.

Exploring the Latent Classes in Students' Executive Function Difficulty by Mother and Teacher: Multivariate Analysis across School Adaption and Academic Performance (초등학생의 집행기능곤란에 대한 어머니와 담임교사 평정에 따른 잠재집단 탐색 및 학교적응, 학업수행 차이 검증)

  • Yeon, Eun Mo;Choi, Hyo-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.6
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    • pp.38-47
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    • 2019
  • The purpose of this study was to identify latent classes in executive function difficulty of first graders depends on evaluations from their mother and teacher and to investigate how its related with their school adaption and academic performance in second grade. Based on the model of the latent profile analysis, the 8th and 9th wave data from Korean Children and Youth Panel Survey were analyzed. The results of this study were as following. First, results showed that there were three types of latent classes in the executive function difficulty depend on evaluations from their mother and teacher: 'low executive function,' 'students who were highly evaluated by mother,' and 'students who were highly evaluated by teacher.' Second, students' executive function difficulty had a direct effect on the students' school adaption and academic performance in their second year of school. Especially students who were evaluated as having the lowest executive function difficulty showed significant higher means than students who were evaluated higher by mother and teacher. This study emphasized the importance of multiple evaluation in students' executive function difficulty to provide an educational intervention.

A Study on the Potential Risk Analysis for the Safety Management in the Formwork (거푸집공사 안전관리를 위한 잠재적 위험 분석에 관한 연구)

  • Shin, Yoon-Seok
    • Journal of the Korea Institute of Building Construction
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    • v.21 no.2
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    • pp.121-128
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    • 2021
  • Due to the increase of size and complexity of construction project, the frequency of serious accidents in construction industry has been increased. Especially, the proportion of accidents in formwork of building construction site is very high, and many previous studies have been conducted to preventing them in the viewpoint of the diverse approaches. However, their effectiveness on accidents prevention was poor, and as a result, it is limited to consider the potential risks because many workers and managers tend not to be concerned with unsafe factors in formwork. Therefore, in this study, a realistic and proactive way for analyzing these potential risks was proposed in the manner of quantitatively assessing the potentials resulted from the unsafe factors in formwork. To verify the applicability of the proposed methodology, group survey was carried out, and the results were compared with those of the traditional importance-performance analysis(hereafter IPA) technique. Through the use of the proposed methodology, unsafe factors that were not found in the IPA but have potential risk were identified. Eventually, this study is expected to contribute to the proactive prevention of construction serious disaster accidents in formwork by enabling a more efficient management.

A Study of the Effect on End-User Satisfaction for the End-User Supporting Activities in Information Center (정보센터의 사용자 지원활동이 사용자 만족도에 미치는 영향에 관한 연구)

  • Yoon, Jung-Hyeon
    • Journal of the Korean Society for information Management
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    • v.24 no.3
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    • pp.5-19
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    • 2007
  • Organizations are investing in information systems for an ever-increasing number of end-user tasks. Extracting benefit from these investments increasingly depends on supporting effective use or information center and satisfying information center users. Information center is information intensive and the use of advanced technology may support user for delivering an unique capabilities in an organization. Information center represents an important source which seems very well suited for end-users support investigation. This research explores the end-user support factors that correlate with user satisfaction in information center. To exam user satisfaction, information supporting, service reliability, and system capabilities were identified as potential predictors of end-user support satisfaction at information center. Three hypotheses have been tested with the survey or 252 end-users examines 18 potential end-user support factors such as information supporting, service staff attitude, and system capabilities at information center. Service quality gap between perceived Importance and performance for each support factor, is computed. The relationship between these service quality gaps and user satisfaction are tested. This study presents that the level of information supporting, service reliability, and system capabilities are significantly to user satisfaction, and it is influenced by the extent of service quality gap between perceived importance and performance for each support tactor.