• Title/Summary/Keyword: 인과성분석

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A Study on the Economic Impact of Public Technology Startup (공공기술창업의 경제적 파급효과 분석 연구)

  • Jieun Jeon;Jungsub Yoon
    • Knowledge Management Research
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    • v.24 no.2
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    • pp.87-115
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    • 2023
  • This study aims to examine the causal relationships between sales and employment for public technology-based startups. Although there is a limit to statistical generalization due to the poor understanding of the actual conditions of public technology start-up companies, these companies were analyzed by classifying them into high-growth companise, potential growth companies, and other companies. In order to understand the causal relationship, and to estimate the time required to be effective, panel vector autoregression was applied. As a result, the performance creation mechanism was identified as government supoort and private investment was mutually causal with employment, sales did not cause employment, and employment caused sales. In other words, it was found that employment plays an mediator role in public technology based startups' performance mechanism. In addition, private investment had the effect of improving employment and sales in the short time than governments support, and showed that firms with high employment can attract government support and private investment. This study are academically meaningful in that they empirically revealed the process of performance creation, whereas previous studies had only shown whether there was an effect on performance. It also has a policy contribution by suggesting the need for effective policy promotion by considering the 'employment' factor, such as human resource support, as more important.

An Analysis of Vocational High School Students Preference for Science and Its Causal Factors (실업계 고등학생의 과학선호도와 인과요인 분석)

  • Im, Sung-Min
    • Journal of The Korean Association For Science Education
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    • v.22 no.4
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    • pp.892-905
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    • 2002
  • There are an increasing emphasis on affective domain, for example interest or belief, in science education. But decreasing interest on learning science and tendency to avoid science-related job are serious problems of secondary science education, especially in case of vocational high school students. However there are few researches for vocational high school students. In this study, preference for science is assumed to be a multidimensional property that reveals ones' behavioral volition and valuation as well as emotional response upon learning science. To investigate vocational high school students' preference for science and its causal factors, a Likert style questionnaire was developed through factor analysis. Students' preference for science was analyzed by 3 categories, and its causal factors are investigated by path analysis using structural equation model.

The Analysis of Relationship between Forest Fire Distribution and Topographic, Geographic, and Climatic Factors (산불 발생 분포와 지형, 지리, 기상 인자간의 관계 분석)

  • Kwak, Han-Bin;Lee, Woo-Kyun;Lee, Si-Young;Won, Myoung-Soo;Lee, Myoung-Bo;Koo, Kyo-Sang
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2008.06a
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    • pp.465-470
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    • 2008
  • 우리나라는 산림은 단순림이 많고 밀도가 높기 때문에 산불이 한번 발생하면 대형 산불로 확산될 우려가 크다. 이 때문에 산불 발생을 미리 예측하여 대응할 필요가 있다. 산불 발생예측을 위해서는 산불 발생에 영향을 미치는 인자와 산불 발생의 관계를 파악하는 것이 중요하다. 본 연구는 1997년부터 2006년까지 발생한 전국에서 발생한 산불의 point data를 이용하였다. 산불 발생 지점의 지형인자와 지리인자, 그리고 산불 발생 당시의 기상인자로 DB를 구축하고 산불 발생과의 관계를 구명하였다. 지형인자 분석은 고도, 방위, 경사에 따른 산불 발생 빈도를 분석하였고, 그 상관관계를 분석하였다. 지리인자 분석에서는 인구밀도, 산불 발생지역의 접근성(도로에 따른 접근성, 대도시와의 거리에 따른 접근성)에 대한 산불 발생의 상관관계를 분석하였다. 기상인자와 산불 발생의 관계는 전국 76개소에서 관측된 온습도 데이터를 보간한 자료와 산불 발생과의 관계를 분석하였다. 기상인자 분석은 산불이 가장 빈번하게 발생하는 3월 하순, 4월 초순, 4월 중순 자료를 평균하여 산불 발생 빈도와의 상관관계를 분석하고 산불 발생 위험지역을 도출하였다. 본 연구를 통해서 각 인자와 산불 발생의 관계를 분석해보았다. 하지만 각 인자간의 관계를 분석하지 못한 것이 한계점이라고 할 수 있다. 차후 연구에서는 각 인자간의 관련성을 분석하고 산불 발생의 원인과 인자간의 구체적인 인과관계를 밝히는 것도 필요할 것으로 보인다.

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Effects of the Library Use Factor on Reading Achievement, Reading Attitude and Behavioral Factors of PISA 2009 (PISA 2009에서 도서관방문이 독서태도 및 독서방법과 읽기성취도에 미치는 영향)

  • Park, Ju-Hyeon;Sakong, Bok-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.48 no.3
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    • pp.169-191
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    • 2014
  • The purpose of this study is to check the educational influence and accountability of school library and to derive implications for the improvement of public education, using raw data of OECD PISA 2009. To do this, the reading achievement as well as questionnaire of 4,989 Korean students' data in OECD PISA 2009 were used. It analyzed how the visit of library can affect reading achievement, reading attitude and behavioral through structural equation modeling method. The results were as follows. The library use factor is a cause-effect relationship among reading achievement, reading attitude and behavioral factors. In addition, the reading attitude is a cause-effect relationship between reading behavior factor and reading achievement. In the part of reading behavior is a cause-effect relationship reading achievement. In the results of applying this causal relationship of whole population, in some individual cases, they are activated as moderating variable.

A Causal Analysis of Suicidal Impulse in the Context of Parents, Friends, Teachers and Community Support: Gender Difference (부모, 친구, 교사, 지역사회 지지와 청소년의 자살충동간 인과관계 분석 : 성별 차이를 중심으로)

  • Kim, Hyun-Ju;Roh, Ja-Eun
    • Korea journal of population studies
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    • v.34 no.2
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    • pp.135-162
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    • 2011
  • Given the 4 contexts-parents, friends, teachers and community- of adolescents, this research verified the casual relationships between each contextual support and the suicidal impulse, and the gender difference. The 4-year longitudinal data(KYPS) collected from 3,697 adolescents were used in this study. Using the Autoregressive Cross-Lagged Model, the suicidal impulse was consistently present from the 3rd grade in middle school to the 3rd grade in high school with significant stability. Gender differences were founded in the effect of parental support among the 3rd grade in middle school. Also the negative effect of friends' support on the suicidal impulse among the first grade high school students. The effects were more stronger for girls than boys. Previous supports by teachers and community had no significant effects on later suicidal impulses. These results suggest that the study of suicidal impulse needs to examine the complex support system of multiple context layers.

Study on flow variability of Korean multi-purpose dams associated with tropical cyclones effects (태풍 영향을 고려한 한반도 다목적댐의 흐름 변동성에 관한 연구)

  • Kang, Ho Yeong;Kim, Jong Suk;Park, Kyeong Mi;Moon, Young Il
    • Proceedings of the Korea Water Resources Association Conference
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    • 2016.05a
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    • pp.315-315
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    • 2016
  • 최근 증가하고 있는 수자원의 지속가능성과 수생태계의 복원력 향상에 대한 관심을 반영하여 한반도 8개 다목적댐에 대하여 일유입량, 태풍과 비태풍 강우의 영향을 고려하여 수문학적 거동 특성을 분석하였다. The annual maximum flow(AMF) 와 7-day low flow의 분석결과를 기반으로 극치사상에 대하여 수문학적 인자(magnitude, timing, duration, and frequency)의 경향성분석을 수행하였다. AMF 분석결과, 충주댐, 소양강댐은 봄과 초여름 유입량의 감소경향을 보였다. 섬진강댐 유역은 태풍강우에 가장 민감한 유역이며 빈도와 지속기간에 대하여 통계적으로 유의한 증가 경향을 보였다. 7-day Low Flow 분석결과, 충주댐과 안동댐은 겨울철 유입량에 대하여 감소추세를 보이고 있지만, 태풍의 영향은 잘 나타나지 않는다. 본 연구는 8개 다목적댐 유역의 극치사상과 관련된 다양한 수문학적 변화에 대한 연구를 수행함으로서 유역의 흐름 패턴과 관련된 인과관계를 설명하고, 유역 맞춤형 중 장기 수자원 공급을 위한 기초자료를 제공할 것으로 기대된다.

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Compensative Relationship Between Sensible and Latent Heat Fluxes in Surface Energy Partitioning (지표면 에너지 분배에서 현열과 잠열의 상보적인 움직임에 대한 고찰)

  • Kwanghun Choi;Kyungrock Paik
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.44-44
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    • 2023
  • 지표면 위 에너지 수지, 즉 순 복사에너지가 어떤 비율로 지열, 현열, 잠열로 분할되는지를 이해하는 것은 매우 중요한 문제이지만, 에너지 분할과 주변 환경 변수 사이의 인과관계를 역학적으로 설명하는 것은 난제로 남아있다. 이 연구에서는 지표면 에너지 분할에서 어떠한 조건에서라도 보편적으로 발견되는 특성을 찾아서 다양한 식생 조건에서 관측된 복사에너지 및 열 플럭스 관측소의 자료를 토대로 각 에너지 항의 시간 변동성을 분석했다. 시계열 분석을 위해 공분산 기법을 통해 관측한 현열 및 잠열 자료를 제공하는 Fluxnet 자료를 사용했으며, International Geosphere-Biosphere Programme (IGBP) 구분법에 따라 낙엽수림, 상록수림, 농지 및 사바나에 위치한 관측소의 자료를 비교 분석했다. 모든 관측소에서 에너지 수지에서 현열과 잠열의 합이 전체 순 복사에너지에서 차지하는 비중은 시간에 따라 큰 변화를 보이지 않는다는 특성을 발견했다. 하지만, 현열 또는 잠열이 차지하는 비중은 큰 계절성을 보여주고 있었다. 이를 종합하면 현열과 잠열이 상호보완적으로 발생한다는 것을 의미한다. 한편 시간에 따른 두 열 플럭스의 움직임은 해당 관측소 근처에서 서식하는 식생 특성과 깊게 관련됐음을 확인했다.

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The Impact of Regional Economic Growth on Intraregional Disparities in Korea (지역경제 성장에 따른 지역 내부의 경제적 격차 추정에 관한 연구)

  • Lee, Ju-Han;Kim, Donghyun
    • Journal of the Korean Regional Science Association
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    • v.36 no.3
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    • pp.29-40
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    • 2020
  • The aims of this study to identify the relationship between regional economic growth and intraregional regional disparities. The 16 metropolitan area, the Capital region and the southeastern region of Korea were put in the spatial scope and the time range from 2005 to 2016. Regional gross domestic product data were used to show regional growth and intraregional disparity. Panel data for each spatial unit were established, panel unit root test and panel cointegration test were conducted to check the stability of the data. The DOLS method was used to identify relationship between regional economic growth and intraregional disparity, and the VECM model and Granger causality test was conducted to verify causality. The result of analysis of 16 metropolitan area units showed that the intraregional disparity increases as regional economic growth progresses. When the regional gross domestic product increased by 1%, the intraregional disparity increased by 1.258%, and there are short-term and long-term causality. Both the Capital region and the southeastern region had a mutual relationship between regional economic growth and intraregional disparity, but the disparity in the Capital region showed an increase and the southeastern region showed a decrease. The results of this study show that the regional disparity is increasing nationwide, but the Capital region and the southeastern region showed different stages of growth.

An Exploration of the Causal Relationship among Transactional Leadership, Coaches' Emotional Intelligence, and Athlete Satisfaction in Soccer Teams (축구지도자의 변혁적 리더십과 정서지능, 선수만족의 인과관계 탐색)

  • Kim, Sang-Gyu;Choi, Man-Sik
    • The Journal of the Korea Contents Association
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    • v.14 no.9
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    • pp.450-462
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    • 2014
  • The main purpose of this study was to explore the causal relationships among transactional leadership, coaches' emotional intelligence, and athlete satisfaction in soccer teams. High school, university, and semi-professional soccer players(N=495) in Korea participated in a survey. Transactional leadership inventory, emotional intelligence test, and athlete satisfaction questionnaire previously developed to investigate was performed to utilize. The data were analyzed by structural equation model of the AMOS 18.0. The results were as follows; transactional leadership have meaningful influence on emotional intelligence and athlete satisfaction, and emotional intelligence have significant influences on athlete satisfaction. The mediating effect of leader's emotional intelligence between transactional leadership and athlete satisfaction was confirmed. Findings of this study can enhance our understanding of the emotional leadership to increase athlete satisfaction in Soccer players.

Election Studies and Panel Survey : The 2006 Korean Local Elections (선거연구와 패널 여론조사 : 2006년 지방선거를 중심으로)

  • Kim, Jang-Su
    • Survey Research
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    • v.8 no.1
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    • pp.81-104
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    • 2007
  • This paper discusses the central issues of election studies and in this contort, suggests the panel survey method as an alternative to general opinion surveys. In doing so, it also explains the advantages and benefits that a panel survey provides, and discusses the weakness of the 2006 panel survey. East Asia Institutes, constructing the consortium which includes JoongAng Ilbo, SBS, and Hankook Research, traces the change in voting decisions during the 2006 Korean Local Elections. Four regional panels, focusing on the gubernatorial elections in Seoul, Pusan, Kwangju, and Chungnam, enable researchers to study the critical issues of election studies such as the causal relations among a set of voting determinants, the impact of campaigns, and the characteristics of floating voters.

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