• Title/Summary/Keyword: Spatial spillover effect

검색결과 14건 처리시간 0.02초

운송 파급효과가 항공네트워크와 지역경제에 미치는 영향 (Transport Spillover Effect on Airport Networks and Its Impact on Regional Economy)

  • 왕흔신;라이폴린
    • 무역학회지
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    • 제47권4호
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    • pp.35-52
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    • 2022
  • Air transport is at the core of global economic growth. There is a close relationship between the flow of regional elements and the growth of the regional economy. It is easy to misestimate the impact of airports on the regional economy without considering spatial spillover effects. This study attempted to establish an asymmetric economic geographical weight matrix by applying the Spatial Durbin Model with cargo volume and passenger numbers as indicators. The influence of spillover effects on the regional economy, including direct spillover effects and indirect spillover effects are studied. The results revealed that passenger numbers and cargo volume have significant positive spillover effects on the regional economy. The driving effect of the airport on the regional economy was considered from a wider space scope. This study contributes to the scientific evaluation of the aviation economy.

국내 제조업 집적이 탄소 배출 강도에 미치는 영향: 공간패널회귀모형의 적용 (A Study on Manufacturing Aggregation And Carbon Emission Intensity: Application of Spatial Panel Regression )

  • 오진;김현중
    • 무역학회지
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    • 제47권3호
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    • pp.157-175
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    • 2022
  • This study calculates agglomeration indices of manufacturing specialization and diversification in different regions of South Korea. Two types of agglomeration indices are introduced into the spatial durbin model (SDM) to analyzes the effects of manufacturing agglomeration in Korea on CO2 emission intensity. The subjects of this study are 17 regions of South Korea , and the research period is from 2013 to 2019. This study also uses partial differential to analyze the direct and spillover effect of specialization and diversification agglomeration on CO2 emission intensity. From the perspective of direct effect, the results reveal that specialization agglomeration is an important factor contributing to Korea's CO2 emissions. However, diversification agglomeration has an obvious CO2 emission reduction effect. From the perspective of spillover effect, this study finds that specialization agglomeration in one region can also contribute to CO2 emissions in nearby regions. However, the development of diversification agglomeration in one region can have CO2 emission reduction spillover effect on neighboring regions.

서울시 구(區)별 영상산업 입지의 공간적 결정요인 분석 (Analysis of Spatial Location Determinants on Motion Picture Theater in Various Regions within the City of Seoul)

  • 안광현
    • 한국콘텐츠학회논문지
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    • 제9권6호
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    • pp.165-177
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    • 2009
  • 본 연구는 서울시 25개 구, 354개의 스크린 수를 이용하여 영화상영관의 입지 패턴은 지역의 공간적인 연계성에 의해서 입지함을 GIS를 이용한 공간파급력 비교와 공간회귀모형을 이용한 공간결정요인을 이용하여 도출하였다. 스크린 수를 분석의 Z값으로 설정하여 영화상영관의 공간파급력을 분석한 결과, 서울의 영화상영관은 강북, 강남, 강서, 강동 4개 지역을 중심으로 영향력이 생성되는 것으로 분석되었으며, 4개 주요 중심축의 영향력 파급 결과, 상대적으로 영화상영관 스크린 수가 많은 지역의 파급력은 평면적으로 넓게 파급되기보다는 지역 내에서 높게 영향력이 생성되는 것을 보여 주변 인구가 영화상영관이 있는 지역으로 이동하여 영화매체를 관람하는 것으로 분석되었다. 영화상영관의 스크린 수에 직접적으로 영향을 미치는 공간적인 결정요인을 공간회귀모형을 이용하여 분석한 결과, 출판, 음반, 공연 관련 업체가 많을수록 영화상영관의 스크린수가 증가하는 것으로 나타났다.

Research on Spatial Dependence and Influencing Factors of Korean Intra-Industry Trade of Agricultural Products: From South Korea's Agricultural Trade Data

  • Lv, Hong-Qu;Huang, Chen-Yang
    • Journal of Korea Trade
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    • 제25권3호
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    • pp.116-133
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    • 2021
  • Purpose - Intra-industry trade of agricultural products can eliminate the disadvantage of Korea's traditional agriculture and improve its lack of comparative advantage. The main purpose of this paper is to measure the level and index of intra-industry trade of Korean agricultural products and to explore the spatial dependence and spillover effect associated with this type of trade. The main factors influencing intra-agricultural trade are analyzed from two perspectives: the population and the classification of agricultural products. Design/methodology - First, the level of intra-industry trade of Korean agricultural products is measured. Second, to obtain a more accurate estimate of the influence of various factors, and based on two types of weight matrices, a spatial econometric model is constructed from two aspects: population and classification of agricultural products. The status and the factors influencing intra-industry trade are also studied. Findings - It is concluded that there is a positive spatial correlation between Korea's intra-industry trade in agricultural products and that of its trading partners. The spatial spillover effect of this type of trade is verified by using the spatial autoregressive model (SAR). Labor-intensive agricultural products are found to have a positive spillover effect on intra-industry trade, while land-intensive products do not have a significant effect. Originality/value - In this paper, the two types of agricultural products are meticulously distinguished, and the spatial effect of the intra-industry trade of agricultural products as well as the influence of various factors are analyzed. In addition, the accuracy of the estimation of the coefficients of the factors by using the spatial econometric model is higher than that of the ordinary panel data model.

Machine Learning Aided Tracking Analysis of Haze Pollution and Regional Heterogeneity

  • Gu, Fangfang;Jiang, Keshen;Cao, Fangdong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권6호
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    • pp.2031-2048
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    • 2021
  • Not only can air pollution reduce the overall competitiveness of tourist destinations, but also changes tourists' travel decisions, thereby affecting the tourism flows. The study presents a machine learning method to analyze how the haze pollution puts spatial effect on tourism flows in China from 2001 to 2018, and reveals the regional differences in heterogeneity among eastern, central, and western China. Our investigation reveals three interesting observations. First, the Environmental Kuznets Curve of the impact of haze pollution on tourism flows is not significant. In the eastern and western regions, the interaction between haze pollution and domestic tourism flows as well as inbound tourism flows shows an inverted U-shaped curve respectively. Second, there is an significantly positive spillover effect of tourism flows in all of the eastern, central, and western regions. As to the intensity of spillover, domestic tourism flows is higher than that of the inbound tourism flows. Both of the above figures are greatest in the eastern. Third, the Chinese haze pollution mainly reduces the inbound tourism flows, and only imposes significantly negative direct effects on the domestic tourism flows in the central region. In the central and eastern regions, significantly negative direct effects and spillover effects are exerted on inbound tourism.

국내 지역별 도로운송네트워크가 지역경제에 미치는 영향: SNA 및 공간패널회귀모형의 적용 (A Study on Road Transport Network And Economy effect in Korea: Application of SNA and Spatial Panel Regression)

  • 오진호;안재선;오진
    • 무역학회지
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    • 제47권2호
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    • pp.175-193
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    • 2022
  • This study analyzes the effects of road transportation networks on the local economy in korea. The analysis methods are SNA and spatial panel regression model. The subjects of this study are inland areas of Korea, and the research period is from 2010 to 2019. The network analysis showed that the connection centrality of Gyeongg-do was high internally and externally. Gyeonggi-do has played a central role in the domestic road freight transportation industry. The results of spatial panel regression analysis showed that there was economic competition between regions. Domestic road transportation industry has been competitive among regions and has economic ripple effect. And Internal cargo has been shown to boost the economy of the region. But internal cargo has been shown to lower the economy of surrounding regions, but external cargo has been shown to increase the economy. In order to revitalize the local economy, it is necessary to increase road cargo.

공간모형을 통한 FTA의 다각화가 양자무역에 미치는 영향 분석 (The Effects of FTA Diversification on Bilateral Trade in the Spatial Model)

  • 이순철
    • 국제지역연구
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    • 제20권1호
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    • pp.53-78
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    • 2016
  • 본고는 2003~2013년 기간 동안 62개 국가를 대상으로 양국간 FTA와 자국 및 무역상대국의 다양한 FTA체결 확산이 양자간 무역에 미치는 영향을 중력모형과 공간모형을 이용하여 분석하였다. 본고는 먼저 중력모형과 공간모형을 이용하여 양국이 체결한 FTA가 양자간의 무역 및 수출입에 미치는 영향과 동시에 모형 적용의 적절성을 분석하였다. 그 다음으로 공간모형만을 이용하여 양국간의 FTA를 통제한 상태에서 자국 및 무역상대국이 체결한 FTA가 양자간의 무역에는 어떤 영향을 미치는지를 분석하였다. 분석결과를 정리하면 다음과 같다. 첫째, 양자간의 FTA가 무역에 미치는 영향을 분석할 때에는 중력모형보다는 공간회귀모형을 이용하는 것이 더 적절하다. 이는 양자간 무역에서 공간적 파급효과가 중요하다는 것을 의미한다. 둘째, 이미 많은 연구들이 증거를 제시하였듯이 양국간에 체결한 FTA는 FTA 회원국의 양자간 무역을 확대시키는 역할을 한다. 셋째, 자국 및 무역 상대국이 FTA를 많이 체결할수록 양자간의 무역은 증가한다. 넷째, 양자간에 FTA를 체결한 상태에서 자국 및 무역상대국이 FTA를 많이 체결할 경우 무역 다각화 또는 무역전환효과의 발생으로 인하여 양자간의 무역이 감소한다. 결론적으로 본고는 FTA 정책의 추진에 있어서 무역 자체의 확대 및 무역의 다각적 확대를 위해서는 FTA를 가능한 많이 체결해야 하겠지만, 그 만큼 기존에 체결한 FTA의 효과는 반감되기 때문에 새로운 FTA를 체결할 경우 정치적 이유가 아니라면 상대적으로 시장이 큰 국가와 추진하는 것이 유리하다는 정책적 시사점으로 제시하고 있다.

공공연구기관 산학연 협력의 공간적 특성 분석 (Spatial Analysis on the Cooperation Patterns of Public Research Institutes)

  • 최지선
    • 기술혁신연구
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    • 제12권3호
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    • pp.179-203
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    • 2004
  • This paper examines the intra-and inter-regional linkages of public research institutes (PRIs) with various innovation actors in Korea. In spite of the general consensus on the role of PRIs as innovation facilitators as well as creators, the attributes of regional spillover effect of knowledge created by PRIs have not been understood completely. Some argue that PRIs play pivotal role in encouraging intra-regional innovation networks through collective learning process. Others argue that PRIs are not necessarily related to intra-regional knowledge transfer, but play more important role in establishing national and international innovation linkages. This study attempts to figure out the current status of innovation linkages of Korean PRIs and to prove how the internal and external attributes of PRIs influence the development of spatial innovation linkages. Furthermore, it also tries to draw policy implication from empirical analysis results.

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Spatial Structure and Dynamic Evolution of Urban Cooperative Innovation Network in Guangdong-Hong Kong-Macao Greater Bay Area, China: An Analysis Based on Cooperative Invention Patents

  • HU, Shan Shan;KIM, Hyung-Ho
    • The Journal of Asian Finance, Economics and Business
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    • 제8권9호
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    • pp.113-119
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    • 2021
  • With the increasing pressure of international competition, urban agglomeration cooperation and innovation had become an important means of regional economic development. This study analyzed the spatial characteristics of the Urban Cooperative Innovation Network in Guangdong-Hong Kong-Macao Greater Bay Area, found out the dynamic evolution law of innovation, provided suggestions for policy management departments, and effectively planned the industrial layout. According to the data of the State Intellectual Property Office of China, this study researched invention patents from 2005 to 2019. This paper constructed the urban cooperative innovation network, and took 11 cities in the bay area as the research objects, and used social network analysis to study the spatial structure and dynamic evolution of the urban innovation network. Every indicator reflected the urban cooperative innovation, but they all showed a certain decline in 2008-2010. And it is inferred that the innovation network space of each city will be "obvious fist advantages, significant spillover effect and weakening role of Hong Kong and Macao". This paper divided urban cooperative innovation of Guangdong-Hong Kong-Macao Greater Bay Area into three stages. Summing up the characteristics of each stage is helpful to recognize the changes of urban cooperative innovation and to do a good job in industrial layout planning.

Effect of filters and reconstruction method on Cu-64 PET image

  • Lee, Seonhwa;Kim, Jung min;Kim, Jung Young;Kim, Jin Su
    • 대한방사성의약품학회지
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    • 제3권2호
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    • pp.65-71
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    • 2017
  • To assess the effects of filter and reconstruction of Cu-64 PET data on Siemens scanner, the various reconstruction algorithm with various filters were assessed in terms of spatial resolution, non-uniformity (NU), recovery coefficient (RC), and spillover ratio (SOR). Image reconstruction was performed using filtered backprojection (FBP), 2D ordered subset expectation maximization (OSEM), 3D reprojection algorithm (3DRP), and maximum a posteriori algorithms (MAP). For the FBP reconstruction, ramp, butterworth, hamming, hanning, or parzen filters were used. Attenuation or scatter correction were performed to assess the effect of attenuation and scatter correction. Regarding spatial resolution, highest achievable volumetric resolution was $3.08mm^3$ at the center of FOV when MAP (${\beta}=0.1$) reconstruction method was used. SOR was below 4% for FBP when ramp, Hamming, Hanning, or Shepp-logan filter were used. The lowest NU (highest uniform) after attenuation & scatter correction was 5.39% when FBP (parzen filter) was used. Regarding RC, 0.9 < RC < 1.1 was obtained when OSEM (iteration: 10) was used when attenuation and scatter correction were applied. In this study, image quality of Cu-64 on Siemens Inveon PET was investigated. This data will helpful for the quantification of Cu-64 PET data.