• Title/Summary/Keyword: Regional Input Output Model

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A Study on the Analysis of the Regional Agricultural Environment (지역단위 농업환경 분석을 위한 연구)

  • Heo, Jang
    • Korean Journal of Organic Agriculture
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    • v.9 no.4
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    • pp.27-54
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    • 2001
  • This paper aims to provide a basic framework to make a regional plan for the environment-friendly agriculture. To prepare the regional plan is mandated by the Environment-friendly Agriculture Promotion Act of 1998. Here is proposed the input/output analysis framework, which includes the shifts of fertilizers, herbicides, pesticides, and livestock manures Basically, the discharged amount of polluted elements means the difference between the amount of the elements entered into the crop and livestock sectors and the amount of the elements absorbed or used by the crop and/or livestock. A few suggestions are offered for better regional environment-friendly agricultural plan. The foremost important thing is to establish a data collection system. The \"Green Accounting System\" is suggested. It is also crucial to create a standard guideline or manual which Provides detailed procedures to follow in making the plan by the local planners. More fundamentally, many experts on the regional planning will be demanded in the near future. Some compound model which links, for instance, the forestry, the livestock sector, and the crop sector, needs to be devised. Finally, it is argued here that more elaborated model will work as an integrated environmental improvement plan which embraces living environment as well as agricultural environment.vironment.

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The Economic Impacts of Water Supply Constraints During a Drought Using input-output Analysis (가뭄시 용수공급지장으로 인한 경제적 파급효과 분석)

  • Choe, Jang-Hwan;Heo, Eun-Nyeong;Sim, Myeong-Pil
    • Journal of Korea Water Resources Association
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    • v.33 no.5
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    • pp.647-658
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    • 2000
  • The purpose of this study is to estimate the forward impact of water supply bottleneck using a supply-side input-output model. The failure cost analysed in this study can be used to estimate the values of the water supply reliability and can provide the bases of policy decision for the effective reallocation when water supply constraint will occur. So the position of water supply in the national economy is identified, and direct and indirect impacts are estimated by means of the interindustry analysis. Also the failure cost index is suggested to determine the prior order of water supply important in drought. By the way, the occurrence of drought having regional properties, the failure cost of the regional level using a national input-output table may be overestimated or underestimated. For the preceding reason, the failure cost estimated by a national input-output table is compared with and analysed to a regional input-output table for Kyung- Nam.g- Nam.

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Economic Impacts of Regional Festivities : A Case of Seosan Migratory Bird Festival (지역축제의 경제적 파급효과 : 2006 서산천수만 세계철새 기행전의 경우)

  • Kim, Sang-Ho
    • 열린충남
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    • s.39
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    • pp.126-143
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    • 2007
  • This study evaluates the economic impacts of regional festivals and cultural events by utilizing regional input-output models of Seosan and Chungnam, which are derived by using a location-quotient approach. Tourism industry has modest forward and backward linkages with other industries, but its impacts on regional income and employment are much larger than other industries including manufacturing industry. Strong impacts on income and employment seem to provide rational for promoting tourism industry in Seosan and Chungnam. The Seosan Migratory Bird Festival increased city outputs approximately by 3929 million Won, increased employment by 56 people, and increased total income of the province by 774 million Won. All of the economic impacts were mostly concentrated in service related industries,

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The Development of the DEA-AR Model using Multiple Regression Analysis and Efficiency Evaluation of Regional Corporation in Korea (다중회귀분석을 이용한 DEA-AR 모형 개발 및 국내 지방공사의 효율성 평가)

  • Sim, Gwang-Sic;Kim, Jae-Yun
    • Journal of the Korean Operations Research and Management Science Society
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    • v.37 no.1
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    • pp.29-43
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    • 2012
  • We design a DEA-AR model using multiple regression analysis with new methods which limit weights. When there are multiple input and single output variables, our model can be used, and the weights of input variables use the regression coefficient and coefficient of determination. To verify the effectiveness of the new model, we evaluate the efficiency of the Regional Corporations in Korea. Accordance with statistical analysis, it proved that there is no difference between the efficiency value of the DEA-AR using AHP and our DEA-AR model. Our model can be applied to a lot of research by substituting DEA-AR model relying on AHP in the future.

Economic Impacts of Transportation Investment on Regional Growth: Evidence from a Computable General Equilibrium Model on Japan's Cross-Prefectural-Border Region

  • Thi Thu Trang, HA;Hiroyuki, SHIBUSAWA
    • The Journal of Asian Finance, Economics and Business
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    • v.10 no.2
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    • pp.183-193
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    • 2023
  • This paper proposes and examines the economic impact of infrastructure improvement on the San-En-Nanshin region in the Chubu area of Japan. We develop a single transportation computable general equilibrium (CGE) model for each subregion within the San-En-Nanshin region. The explicit modeling of the transportation infrastructure is defined based on interregional commuting flows and business trips, considering the spatial structure of the San-En-Nanshin economy. A CGE model is integrated with an interregional transportation network model to enhance the framework's potential for understanding the infrastructure's role in regional development. To evaluate the economic impact of transportation improvement, we analyze the interrelationship between travel time savings and regional output and income. The economic impact analysis under the CGE framework reveals how transportation facilities and systems affect firm and household behavior and therefore induce changes in the production and consumption of commodities and transportation services. The proposed theoretical model was tested by using data from the 2005 IO tables of each subregion and the 2006 transport flow dataset issued by the Ministry of Land, Infrastructure, Transport, and Tourism in Japan. As a result, the paper confirms the positive effect of transportation investment on the total output and income of the studied region. Specifically, we found that while economic benefits typically appear in urban areas, rural areas can still potentially benefit from transportation improvement projects.

Machine Learning of GCM Atmospheric Variables for Spatial Downscaling of Precipitation Data

  • Sunmin Kim;Masaharu Shibata;YasutoTachikawa
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.26-26
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    • 2023
  • General circulation models (GCMs) are widely used in hydrological prediction, however their coarse grids make them unsuitable for regional analysis, therefore a downscaling method is required to utilize them in hydrological assessment. As one of the downscaling methods, convolutional neural network (CNN)-based downscaling has been proposed in recent years. The aim of this study is to generate the process of dynamic downscaling using CNNs by applying GCM output as input and RCM output as label data output. Prediction accuracy is compared between different input datasets, and model structures. Several input datasets with key atmospheric variables such as precipitation, temperature, and humidity were tested with two different formats; one is two-dimensional data and the other one is three-dimensional data. And in the model structure, the hyperparameters were tested to check the effect on model accuracy. The results of the experiments on the input dataset showed that the accuracy was higher for the input dataset without precipitation than with precipitation. The results of the experiments on the model structure showed that substantially increasing the number of convolutions resulted in higher accuracy, however increasing the size of the receptive field did not necessarily lead to higher accuracy. Though further investigation is required for the application, this paper can contribute to the development of efficient downscaling method with CNNs.

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Analysis on Output Efficiency of Chinese Listed Port Companies Based on DEA Model

  • XU, Yan;KIM, Hyung-Ho
    • East Asian Journal of Business Economics (EAJBE)
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    • v.9 no.1
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    • pp.41-51
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    • 2021
  • Purpose - The purpose of this study is to propose strategies of improving efficiency of 20 listed port companies in China based on analysis of their input-output indexes from 2014 to 2018. Research design, data, and methodology - In this paper, the relevant input-output indicators of 20 listed port companies in China from 2014 to 2018 were adopted. Data derived from the company annual reports announced by Shanghai stock exchange and Shenzhen stock exchange. Comprehensive efficiency and pure technical efficiency were measured from output perspective by DEA and Malmquist index, and efficiency changes and regional efficiency were analyzed. Result - The results showed that the efficiency value of 20 listed port companies in China fluctuated and increased during 2014-2018, regional efficiency was unbalanced, and change of MPI was influenced by internal factors and external factors. Listed port companies affected by internal and external factors needed to make appropriate response to internal and external factors. Conclusion - The research conclusion can provide important reference information about management and planning for port companies in China and related areas. However, this paper is limited to the availability of data. So the improvement scheme for listed companies in inefficient regional ports needs further study, such as using AHP method.

The Impacts of Korea-EU FTA on GyeongGi Agriculture and Inter-Industrial Ripple Effects by Region (한.EU FTA 체결에 따른 경기도 지역별 농업부문의 파급 영향과 산업연관효과 분석)

  • An, Dong-Hwan;Im, Jeong-Bin;Choi, Ae-Sun
    • Journal of Korean Society of Rural Planning
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    • v.14 no.2
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    • pp.13-23
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    • 2008
  • In this paper, we estimated the economic impacts of Korea-EU FTA on the agricultural sector in GyeongGi-Do. In particular, we estimated the economic impacts of agricultural production decrease resulting from Korea-EU FTA for 31 sub-regions in GyeongGi-Do by 15 industrial sectors. We employ a regional economic impact model combining a regional input-output model with a spatial allocation model. We found that the size of inter-industrial impacts are quite different across regions. Our results suggest the importance of agricultural and industrial policy considering the impacts of industrial sectors at the regional level.

The Determinants of the Efficiency of Korean Ports - Using Panel Analysis and Heteroscedastic Tobit Model - (국내항만의 효율성 결정요소 - 패널분석과 이분산 토빗모형을 이용하여 -)

  • Mo, Su-Won
    • Journal of Korea Port Economic Association
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    • v.24 no.4
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    • pp.349-361
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    • 2008
  • There has been abundant empirical research undertaken on the technical efficiency of Korean ports. Most studies have focused on the use of parametric and non-parametric techniques to analyse overall technical efficiency. This paper utilizes data for the period 2000-07 to offer a heterogeneous perspective on the overall efficiency of Korean ports. The framework assumes that ports use one input to produce one output; the output and input include port export(import) and regional export(import). This paper also employs panel analysis and heteroscedastic Tobit model to show the effect of the explanatory variables on the port efficiencies. The panel analysis shows that the regional export/total export has negative effect on the export efficiency while the regional import/total import has not any relations with the import efficiency. The heteroskedastic Tobit model shows that both regional export ratio and regional import ratio have negative effects on the efficiency while the gross regional domestic product has not any significant relations with the import efficiency.

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The Economic Impact Analysis of Rural Tourism Development Projects (농촌관광마을 육성사업의 경제적 파급효과 분석)

  • Son, Eun-Ho;Park, Duk-Byeong;Yoon, Jun-Sang
    • Journal of Agricultural Extension & Community Development
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    • v.21 no.3
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    • pp.155-179
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    • 2014
  • Input-output(I-O) analysis is now widely used to examine the economic impact of tourism. The study aims to demonstrate the impact of agri-tourism development project on local development in terms of income and employment. Based on the I-O transactions tables developed by Bank of Korea (2011), rural tourism related sectoral multipliers were derived with respect to output, income, employment, and value-added tax. The results of the I-O model indicate that in 2011, rural tourism development generated 1,387 billion Won of output impact, 287 billion Won of income impact, 275 billion Won of value-added impact, and 41,127 full-time jobs, respectively throughout direct, indirect, and induced effects. In particular, the restaurant sector had relative higher output and employment multipliers as compared to other industries, whereas they had lower multipliers of income and value-added than any other industries. The findings imply that the restaurant sector was relatively labor-intensive industry, generating high impact of employment effects.