3rd International Conference on Management, Behavioral Sciences and Economics Issues (ICMBSE'2014) Feb , 2014 Singapore

Size: px
Start display at page:

Download "3rd International Conference on Management, Behavioral Sciences and Economics Issues (ICMBSE'2014) Feb , 2014 Singapore"

Transcription

1 Updating Korean Industry Input-Output Table using RAS approach and application -Focusing on economic impact by public sector relocation policy in Seoul- Seungbee. Choi, Kabsung. Kim, and Jihye Han Abstract Korean public sector relocation policy has often been justified for balanced national development. The senior echelons of Korean civil service are disproportionately concentrated in Seoul Metropolitan Region. Significant reductions in operating costs can be achieved by relocating civil service functions from the capital to other underdeveloped regions, which in return will enhance economic development of the regions. However, negative economic impacts of the relocation have been overlooked by its overall positive economic impact across the nation. This paper assesses the case for public sector relocation, and its economic impacts on all industrial competitiveness. For this purpose, the Multi-Regional Input Output (MRIO) model was built in order to analyze the negative economic impact on the Seoul Metropolitan region when public research sectors were relocated to other capital cities. But Korean Industry Input-Output Table created by Bank of Korea is not appropriate because the table was created in Therefore, based on Industry Input-Output Table 2005, RAS approach is applied to update it to Industry Input-Output table for Furthermore, the paper comes up with some policy suggestions for the efficient land use of Seoul Metropolitan Region after the relocation Keywords Multi-Regional Input-Output model(mrio), RAS approach, Public Sector Relocation B I. INTRODUCTION GINNING with the partial relocation of central government at the end of the 2012, the relocation of public sectors to Sejong-Si and other inno-city is taking places. Due to the change, decrease of population and weakening in competitiveness of Seoul is predicted. Also not only the slight shift in the phase of the city is expected but also quantitative and qualitative changes in various fields such as populations, employment and industry will result in weakening of the city s competitiveness. Especially, after 2014 when nine public sectors now located in Seoul are moved to inno-cities, population decrease and Seungbee. Choi is with the Dept. of Urban Engineering, Yonsei University, Seoul, Korea. (corresponding author to provide phone: ; fax: ; csbee@naver.com). Kabsung. Kim was with University of Pennsylvenia, PA USA. He is now with the Department of Urban Engineering, Yonsei University, Seoul, Korea as a professor. ( kabsungkim@yonsei.ac.kr ). Jihye. Han is with the Dept. of Urban Engineering, Yonsei University, Seoul, Korea. ( jiny574@naver.com). productivity decrease are unavoidable. Therefore careful analysis on ripple effects should be done over many different fields, such as industry, economy, employment and etc. to verify what the city of Seoul will be facing and to plan ahead. A valid method to analyze the effects of such national policy is inter industry analysis. Many preceding studies conducted analysis on the inter industry analysis, however, the only available Industry Input-Output table on 16 cities or province and 28 industries that the bank of Korea published is the one updated in Therefore, in this research, the most reliable and accurate method of updating, RAS approach is used to update the Korean Industry Input-Output table of The updated Industry Input-Output table is used to analyze social and economic effects of the relocation. II. LITERATURE REVIEW A. Researches on the effects of relocation of central government and public institutions Kim KunSu (2005) analyzed the economic effect of the relocation of public institutions in KyeongKi area to seek the validity. They developed regional CGE Model to predict economic effect of the relocation. Kim SeonWoong (2012) predicted the changes in populations and functions of Seoul after the relocation of public institutions and development of metropolitan area. When administration and public institutions move to Sejong-Si and 10 other inno-cities, 7.6~9 ten thousands of the population are predicted to leave the Seoul. The number of people leaving the city is less than 1% of current population, therefore only minor effects are predicted to be provoked. Kim TaeKyung (2013) analyzed the economic depression and its riffle effects on Gyoenggi-do caused by the relocation. B. Researches on national ripple effects Park SangWoo (2003) analyzed ripple effects on populations, regional economy and environment and society by setting three construction alternatives on new administrative capital. In analysis of population, he proceeded the analysis by dividing the effects into two categories, direct population movement effects and indirect population movement effects. For former, direct influx population considering central and regional public officers movement was used and for the latter, 130

2 3rd International Conference on Management, Behavioral Sciences and Economics Issues (ICMBSE'2014) Feb , 2014 Singapore employment population estimated using employment constant was used. Kim EinHee (2005) used Multiregional Input-Output(MRIO) to analyze the effects of the relocation of public institutions to rural area on reduction in densely population matters in metropolitan area and regional development and evaluated former government policies to suggest future improvement direction. In total of 259thousands of population will be spread out due to the relocation of 176 public institutions which 31,914 of people work for. Kim GwangIk (2012) analyzed how the relocation of administrative and public institutions effects on country space through two different factors, population shifts between regions and shifts in trip chaining structure. In order to analyze the population shifts due to the relocation, the research estimated the changes in terms of 5 years based on the movement of employees of institutions and related families along with related industries and their related families. As a result, by the year of 2030, total population influx to non-metropolitan area will be about 280 thousands, 190 thousands of population moving to Chungchung and Youngnam area in the beginning. In above matrix, A is input coefficients matrix, X is the vector of total outturn, Y is the vector of final demand and finally M is the vector of the mounts of imports. The equation is multiplied out. (I-A)-1 is production inducement coefficient Production inducement coefficients is an outturn unit that has to be produced either directly or indirectly in respective categories of industries when an unit increase in consumption, investment, export of the final demand occurs. Employment inducement coefficient is quantified employment which is created either directly or indirectly in the process of production. It stands actual employment needed to create a unit of production in certain category of industry. By multiplying the vector of final demand to coefficient matrix respectively, Output value of each item of final demand, amount of employment inducement can be estimated. In this process, input coefficient is a parameter used to induce the amount of effect on production inducement of respective categories of industries when the final demand of goods or increased. III. RESEARCH METHOD This research focuses on the socio-economic effects of nation, particularly Seoul, by analyzing effect on production inducement and effect on employment inducement evoked by changes in final demand after the relocation of central government offices and public institutions. Practical bound of the research is set to Seoul, but in order to compare relative effects of the relocation on Seoul, all affected areas can be included. B. Multi Building MRIO model using RAS approach In this research, the characteristics of metropolitan and Seoul area s Industry Input-Output Tables were analyzed using production inducement coefficients. In order to do so, Industry Input-Output Tables was created using RAS approach. The Industry Input-Output Tables offered by the Bank of Korea was created in the year of 2005 which made the data inappropriate for the use. Therefore, based on the Industry Input-Output Tables of 2005, RAS approach was applied to re-create Industry Input-Output Tables of A. Multi regional Input-Output Model Using MRIO Model, decline in production (effects caused by relocation out of Seoul) and incline (effects on Seoul caused by increased production in other area) were estimated. Using production inducement coefficients, effects of Seoul s decrease in the employment and job decrease were analyzed. The equation to calculate production inducement coefficients and employment inducement coefficients using MRIO model is stated below. Input coefficients is a parameter used to evaluate the amount of effect on production inducement in respective industries when final demand of goods or service goes up. a ij ij Xj C. Reason for using RAS approach To have Industry Input-Output table completed, it take minimum of two to three years to investigate actual economic structure, therefore time delay in actual application is unavoidable. This delay of time cannot be undermined because of the possibility of lacking accuracy if past input coefficients is used to predict upcoming phenomena. So the method to extend validity of Input coefficients matrix used to long-term prediction and planning is need. In other words, creating regional Industry Input-Output table to use in regional economy analysis requires huge costs and time so instead of direct survey indirect estimating method, RAS is mostly used due to its accuracy. The figure can be not as accurate as direct survey, but RAS method can estimate input-output structure of a region indirectly for the years, places, and particular industries that do not have information on. ij: industry i s input to the industry j X j : total amount of input to the industry Examining the relation of respective categories of industries, sum of intermediate demand and final demand and subtracting import matches the total outturn. Supply and demand equations are as followed D. RAS approach RAS approach is a regional input coefficient estimating method. This method can be used when the national figure for This can be expressed in forms of a matrix. 131

3 certain year s input coefficient table, each industries regional total outturn of pertinent year, each industries total regional intermediate demand and each industries total regional intermediate input are given. Regional total outturn is multiplied by the national input coefficient table and reverted to trade table to find alternative change factors(r) and processing change factors(s). The adjustment iterates until the subject year s industrial regional total intermediate demand and regional total intermediate input converge. E. Updating the Industry Input-Output Tables This research also uses same 16 cities and provinces and 28 industries as the factor as the table from the Bank of Korea. Using regional each industries intermediate input and intermediate demand data and iteration adjustment of rows and columns is done to estimate the regional input coefficients. The adjustment of the row is to estimate the input coefficient of 2010 s Industry Input-Output table through adjusting the input coefficient of 2005 s Industry Input-Output table by reflecting total intermediate input and the changes in rate of added value. The adjustment of the column reflects alternative effect of inputs caused by the changes in regional price of production. F. Current status of central administrative and public institutions being moved out of Seoul Total of 127 institutions currently located in Seoul, 30 central administrative institutions and 97 public institutions, are planned to be relocated in Sejong-si and other inno-cities. When sorted out by the types of industry that are being relocated, 56 institutions are Public administration and defense, 4 institutions are Education, health and social work, 12 institutions are Finance and insurance, 1 institution is Wholesale and retail trade, 8 institutions are electricity, gas, water resources related, 46 institutions are Real estate and business. G. Building final demand data Due to the relocation of the central government and public institutions final demand will be changed and this will bring about changed in national industry. All productions of goods and occur to ultimately meet the consumptions, investigations and exportations. In other words, a country s amount of produced goods and are determined by the structure or the amount of the final demand so the production and final demand are in functional relations. H. Change in the final demand due to the relocation of central government and public institutions The changes in the final demand of relocating central government and public institutions are calculated using budget expenditure of institutions budget data among total of 127 were collected. Some data of public administration, military or social security related institutions, professional science or technology service related institutions could not be included. For missing data, the number was estimated by multiplying the number of employees by the collected same categories average budget per employ to calculate the final demand after the relocation. Labor costs and operating expenses are chosen to include in the final demands. Working expenses are excluded since that is fixed to pertinent region while labor costs and operating expenses are practically affecting the regional economy. Total of 15,378,298 million won of final demands are leaving Seoul and this expenses are moved to Sejong-Si and other inno-cities. IV. RESULTS The results of final demands and 2010 MRIO using RAS approach are as follows: A. Interpretation of coefficient Production inducement coefficients indicates either direct and indirect ripple effect on productivity caused by a unit increase in final demand. Forward linkage effect can be calculated through sum of rows of each category of industry, and it indicates either direct and indirect ripple effect on productivity in pertinent industry caused by a unit increase in final demand for products in that industry. backward linkage effect can be calculated through sum of columns of each category of industry, and it indicates either direct and indirect ripple effect on productivity in overall industries caused by a unit increase in a final demand for a pertinent industry. Calculated forward and backward linkage effect in Public administration and defense industry along with Real estate and business of metropolitan area and Seoul, using production inducement coefficients are stated below. Public administration and defense industry in Seoul, Transportation industry of Seoul, Petroleum and coal products industry in metropolitan area and Wood and paper products industry in Chungcheong will experience largest incline in the production. Other industries in Seoul, Chemicals, drugs and medicines industry in metropolitan area, Food, beverages and tobacco products industry in metropolitan will contribute to the incline of production. Regionally, public administration and military industry in Seoul shows Seoul(1.4869), metropolitan area excluding Seoul(0.1586), Kyeongnam(0.0847) of backward linkage effect. In case of forward linkage effect, Seoul(1.0302), Chungcheong(0.0199) and Jeonra(0.0183) are shown. Excluding Public administration and defense industry in Seoul, regionally analyzed backward linkage effect showed Dummy sectors in Seoul(0.1231), Chemicals, drugs and medicines industry in metropolitan area(0.0189) and Food, beverages and tobacco products industry in metropolitan area(0.0150). Industries that generate significant forward linkage effect to Public administration and defense industry in Seoul were Transportation industry(0.0116), Petroleum and coal products industry in metropolitan area(0.0012), Wood and paper products industry in Chungcheong(0.0011). Real estate and business industry in Seoul will earn largest increase on product due to the increase in the communication and broadcasting industries production of Chungcheong, Jeonra, Kyeongnam area. Also the 132

4 communication and broadcasting industry will attribute to the increase of Electronic and electrical industry in metropolitan area. Regionally, Real estate and business industry in Seoul will bring backward linkage effect to Seoul(1.4287), metropolitan area excluding Seoul(0.1542) and Kyeongnam (0.0729), and in the case of forward linkage effect Chungcheong(5.5799), Kyeongnam(5.0998) and Jeonra(5.0373) showed largest numbers. Excluding real Real estate and business of Seoul, regionally analyzed backward linkage effect of industries showed highest figure in Communication and broadcasting industry in Seoul(0.0729), followed by Finance and insurance industry in Seoul(0.0692) and Electrictity, gas, steam and water supply industry in metropolitan area(0.0316). Industries that generate most forward linkage effect to the Real estate and business of Seoul were the Communication and broadcasting industry in Chungcheong(0.4305), the Communication and broadcasting industry in Jeonra(0.4101) and the Communication and broadcasting industry in Kyeongnam(0.3985). Increase in production of Public administration and defense industry in Seoul and Wood and paper products industry in Chungcheong attribute the most to the effect of increasing production, and also attribute to other industries in metropolitan area, Finance and insurance industry in Seoul and the Real estate and business industry of Seoul. Regionally, the Public administration and defense industry in Seoul bring about the largest backward linkage effect to the metropolitan area excluding Seoul(2.6712) followed by Seoul(0.4023), Kyeongnam(0.2851), and bring about the largest forward linkage effect to the metropolitan area(2.6712), Chungcheong(0.0135), Jeonra(0.0115). Excluding Public administration and defense industry in Seoul, regionally analyzed backward linkage effect of industries showed highest figure in Dummy sectors in metropolitan area(0.1322), followed by and Finance and insurance industry in Seoul(0.0958) and the Real estate and business industry in Seoul(0.0913). Industries that effect most forward linkage effect to the public administration and military industry of the metropolitan area were the Dummy sectors in metropolitan area(0.0183), Transportation industry in metropolitan area(0.0129) and the Wood and paper products industry in Chungcheong(0.0008). Increase in production of Wholesale and retail trade industry in metropolitan area other industries in metropolitan area, Precision instrument industry in Kyeongnam will attribute the most to the Real estate and business industry in the metropolitan area, and also attribute to Finance and insurance industry in metropolitan area, Real estate and business industry of Seoul and Finance and insurance industry in metropolitan area. Regionally, the Finance and insurance industry in metropolitan area brings about the largest backward linkage effect to the metropolitan area(2.6337) followed by Seoul(0.5086), Kyeongnam(0.1497), and bring about the largest forward linkage effect to the metropolitan area(4.6625), Kyeongnam(1.8385) and Chungcheong(1.8216). B. Ripple effects on each industry in Seoul The results of the amounts of production inducement of industries in Seoul using MRIO are stated in the table below. It can be predicted that most of the amount of production will decrease due to the change in the final demand. Especially, electricity, gas and water resource industry will experience decrease of 3,989,949 million won, followed by financial and TABLE I AMOUNT OF PRODUCTION INDUCEMENT Name of sector Outflows Inflows Amount of production inducement Agriculture, forestry and fishing -11,407 8,366-3,041 Mining and quarrying -17,730 6,562-11,167 Food, beverages and tobacco products -18,575 4,710-13,865 Textile and apparel -28,061 38,388 10,327 Wood and paper products -4,385 3,034-1,351 Printing and reproduction of recorded media -24,098 14,667-9,431 Petroleum and coal products -3,012 2, Chemicals, drugs and medicines -18,011 10,145-7,866 Non-metallic mineral products -1, Basic metal products -7,721 7, Fabricated metal products except machinery and funiture -3,900 4, General machinery and -6,189 9,107 2,918 Electronic and electrical -24,180 27,150 2,970 Precision instruments -6,711 10,196 3,485 Transportation Precision instruments -11,362 5,042-6,320 Furniture and other manufactured products -4,006,424 16,475-3,989,949 Construction -32,400 25,021-7,379 Wholesale and retail trade -153,273 97,147-56,126 Accommodation and food -209,602 39, ,311 Transportation -119,796 68,962-50,833 Communications and broadcasting -234, , ,756 Finance and insurance -1,884, ,127-1,657,015 Real estate and business -1,602, ,041-1,168,461 Public administration and defense -2,359, ,358,542 Education, health and social work -72,898 10,353-62,546 Other -38,599 21,573-17,026 Dummy sectors -429,175 36, ,717 insurance industry of 1,657,015 million won and real estate market and enterprise industry of 1,168,461 million won. Total changes in production of Seoul due to the relocation is about 0.74% compare to the sales account of 2010(statistics in Seoul and National Statistical Office did not provide the amount of production of industries in Seoul for 2010 therefore substituted with sales account of industries in Seoul for 2010). Also considering the relocating institutions that did not provide the budget data, 0.74% of 2010 s Seoul s total sales account will be discharged. 1.15% of decrease in real estate market and 133

5 enterprise industry is predicted. The calculated results of employment inducement in Seoul using MRIO model are stated below. Due to the changes in the final demand, most of the employment inducements are decreasing. public administration and military industry shows the largest decrease in number of employments, 17,385 jobs, followed by real estate market and enterprise industry, 8,476 jobs, and financial and insurance industry, 7,452 jobs. Name of sector TABLE Ⅱ AMOUNT OF EMPLOYMENT INDUCEMENT Outflows V. CONCLUSION Inflows Amount of production inducement Agriculture, forestry and fishing Mining and quarrying Food, beverages and tobacco products -1, ,123 Textile and apparel Wood and paper products Printing and reproduction of recorded media Petroleum and coal products Chemicals, drugs and medicines Non-metallic mineral products Basic metal products Fabricated metal products except machinery and funiture General machinery and Electronic and electrical Precision instruments Transportation Precision instruments Furniture and other manufactured products -5, ,622 Construction Wholesale and retail trade -2,063 1, Accommodation and food -3, ,232 Transportation -1, Communications and broadcasting -1, Finance and insurance -8,472 1,021-7,452 Real estate and business -11,625 3,149-8,476 Public administration and defense -17, ,385 Education, health and social work Other Dummy sectors -2, ,143 Changes in the final demand due to the relocation of central government and public institutions were calculated using the 2012 budget expenditure of relocating institutions. Through that effect on production inducement and effect on employment inducement were also calculated. Also the riffle effects on R&D of Seoul were analyzed using examining the effects on research institutions which are under the real estate market and enterprise industry. The results were compared with the research done by Kim EinHee (2005) which also used MRIO model to examine the changes in production and employment. As the result, the final demand shows twice the difference. The reason for the gap is that this research considered 5.96 trillion won as the total, the operating expenses(3.76trillion won) and the labor costs(2.2trillion won), while Kim considered 3.12trillion won as the total including the expenses cost(1.22trillion won), local taxes(0.13trillion won), and the labor costs(2.2trillion won). In this research, when the relocation occurs operating expenses are considered also to be moved to pertinent region therefore included the operating expense of institutions, which led to the gap in the change in final demand with Kim. The decrease and increase in the amount of production estimated using the MRIO, and net change also showed twice of difference in the number. In case of employment, both researches predicted decrease of about 50 thousand jobs. Even though the final demand differs largely in number the employments show little change. This can be explained by the fact that industry that consists the largest portion of the final demand, the electricity, gas, and water resources industry shows fairly low employment inducement coefficients when comparing to other industries. Also Kim EinHee (2005) did not consider the relocation of the Electricity, gas, steam and water supply industry. The results of analysis in this research only considered the effects of relocation of administrative offices and public institutions. There will be other effects if new industries appear after the relocation. In order to maintain current industry structure in Seoul, more proper application plan should be suggested. REFERENCES [1] Kim. K. S, The forecast and the effects of the Public Institution relocation, Journal of the Urban Problems, 2004 [2] Kim. K. I, Seo. T. S, Kim. T. W, Byun. P. S, Yoon. Y. M, In accordance with the Public Institution relocation, Metropolitan Policy Research, Korea Research Institute for Human Settlements, 2012 [3] Kim, K. S, Estimating the Economic Impacts of the District Transfer of Public Institutions in Gyeonggi Province, Gyeonggi Research Institute, 2005 [4] Kim. S. W, Kwon. Y. D, Changes in Population and Function of Seoul through the Relocation of Public Organizations and Residential Developments in the Capital Region, The Seoul Institute, 2012 [5] Kim. E. H, The Effect of relocation of Public Institution analysis, The Seoul Institute, 2005 [6] Kim. T. K, A Study for the Impacts of Public Agencies Relocation, Gyeonggi Research Institute, 2013 [7] Kim. H. S, Integrated Urban Management in Seoul Metropolitan Region, Gyeonggi Research Institute, 2006 [8] Park. S. W, Kim. S. W, Park. H. S, The Socio Economic Impact Analysis on the Construction of New Capital in Korea, Korea Research Institute for Human Settlements, 2003 [9] Song. G. Y, Kim. E. J, The Effect of Relocation of Public Agencies on National and Regional Products, The Seoul Institute, 2007 [10] Song. G. S, Lee. G. S, Economic Ripple Effects of Public Institutions to Local Moving: Focused on the Daegu and Gyeongbuk Areas, Korean Association for Policy Sciences, 2007 [11] Lee. H. R, A study on the job creation effects in Korea's large areas by the government investment, Master Paper, Chunnam University,

Kiyoshi Kobayashi (Kyoto University)

Kiyoshi Kobayashi (Kyoto University) Online Publication Date: 10 March, 2012 Publisher: Asian Economic and Social Society Vietnam Economic Structure Change Based on Input-Output Table (2000-2007) Bui Trinh (National Account Department of

More information

Production in the agriculture, forestry & fishing sector grew by 1.2% in 2014(+1.9% in

Production in the agriculture, forestry & fishing sector grew by 1.2% in 2014(+1.9% in PRESS RELEASE Embargoed until release at 12:00 P.M., July 17, 2015 2015-7-17 Kim Young Hwan : 82-2-759-4394 yhkim@bok.or.kr Gross Domestic Product Estimates * for North Korea in 2014 * Direct comparisons

More information

Guidance Document for Measuring Employment Generated by the Nuclear Power Sector

Guidance Document for Measuring Employment Generated by the Nuclear Power Sector Nuclear Energy Agency with International Atomic Energy Agency Guidance Document for Measuring Employment Generated by the Nuclear Power Sector CONFÉRENCE SUR LES EFFETS SUR L EMPLOI DES CHOIX DANS LE SECTEUR

More information

Analysis of household final consumption with a focus on the domestic market and the impact on employment

Analysis of household final consumption with a focus on the domestic market and the impact on employment Analysis of household final consumption with a focus on the domestic market and the impact on employment OCTOBER 2012 Národná banka Slovenska www.nbs.sk Imricha Karvaša 1 813 25 Bratislava milan_gylanik@nbs.sk

More information

The growth rates of agriculture, forestry & fishing, mining & manufacturing and electricity, gas & water supply increased.

The growth rates of agriculture, forestry & fishing, mining & manufacturing and electricity, gas & water supply increased. PRESS RELEASE Embargoed until release at 12:00 P.M., July 22, 2017 2017-7-22 Kang Chang Ku : 82-2-759-4368 changku.kang@bok.or.kr Gross Domestic Product Estimates * for North Korea in 2017 * Direct comparisons

More information

THE ECONOMIC IMPACT OF INFORMATION TECHNOLOGIES AFTER THE FINANCIAL CRISIS

THE ECONOMIC IMPACT OF INFORMATION TECHNOLOGIES AFTER THE FINANCIAL CRISIS THE ECONOMIC IMPACT OF INFORMATION TECHNOLOGIES AFTER THE FINANCIAL CRISIS Dale W. Jorgenson, Harvard University http://economics.harvard.edu/faculty/jorgenson/ Keynote Lecture to the Annual Conference

More information

Economic Impacts. Refineries in Skagit County

Economic Impacts. Refineries in Skagit County Economic Impacts of the Refineries in Skagit County February 13, 2015 Center for Economic and Business Research Prepared for the Economic Development Association of Skagit County Table of Contents Executive

More information

WORLD KLEMS AND ASIA KLEMS

WORLD KLEMS AND ASIA KLEMS WORLD KLEMS AND ASIA KLEMS By Dale W. Jorgenson Harvard University First Asia KLEMS Conference Asian Development Bank Institute Tokyo, Japan July 27, 2011 http://economics.harvard.edu/faculty/jorgenson/

More information

Estimated Employment Multipliers for the City of Johannesburg

Estimated Employment Multipliers for the City of Johannesburg Estimated Employment Multipliers for the City of Johannesburg Undertaken by Trade & Industrial Policy Strategies (TIPS) for The City of Johannesburg Metro 2015 Estimation of employment multipliers for

More information

The Real Economy. Chapter-2

The Real Economy. Chapter-2 2.1 The Bangladesh economy experienced an impressive growth in FY18, underpinned by strong domestic and external demand, as reflected in buoyant public and private investment and consumption, driven by

More information

Business-Facts Summary - 3 Digit NAICS Summary

Business-Facts Summary - 3 Digit NAICS Summary - 3 Digit NAICS Summary Title Page Title Page Data Version: 2018 Feb (Internal) Report Generation Method: Single Analysis Area: 1789 STATE ST, SAN DIEGO, CA, 92101-2530 Reporting Detail: As Selected Include

More information

Business-Facts Summary Dublin city, CA ( )

Business-Facts Summary Dublin city, CA ( ) 3 Digit NAICS Top Ten Summary Healthcare and Social Assistance Ambulatory Health Care Retail Trade Professional, Scientific, and Technical Other (except Public Administration) Retail Trade Retail Trade

More information

Turkey. Mustafa Acar The original input-output table

Turkey. Mustafa Acar The original input-output table 14.12 Turkey Mustafa Acar 14.12.1 The original input-output table The source table for Turkey s input-output (I/O) table is The Input-Output Structure of the Turkish Economy 1990, published by the State

More information

NACE: Statistical Classification of Economic Activities

NACE: Statistical Classification of Economic Activities NACE: Statistical Classification of Economic Activities NACE Rev.1 : To use until the 2008 operation included Section A Agriculture, hunting and forestry 01 Agriculture, hunting and related service activities

More information

Introductory text and technical notes 335. Table 16.1 Average weekly earnings for each industrial sector 337

Introductory text and technical notes 335. Table 16.1 Average weekly earnings for each industrial sector 337 Earnings 16 Introductory text and technical notes 335 Table 16.1 Average weekly earnings for each industrial sector 337 Table 16.2 Average hourly earnings for each industrial sector 338 Table 16.3 Table

More information

SOUTH AFRICA ITALY SUMMIT 014

SOUTH AFRICA ITALY SUMMIT 014 SOUTH AFRICA ITALY SUMMIT 014 SOUTH AFRICA AND ITALY RELATIONS IN THE CURRENT GEOPOLITICAL AND ECONOMIC SCENARIO PROFESSOR MTHULI NCUBE BLAVATNIK SCHOOL OF GOVERNMENT UNIVERSITY OF OXFORD OCTOBER 2, 2014

More information

See footnotes at end of table. Table 4. Incidence rates 1 and numbers of nonfatal occupational injuries by selected industries, Louisiana, 2016

See footnotes at end of table. Table 4. Incidence rates 1 and numbers of nonfatal occupational injuries by selected industries, Louisiana, 2016 All industries including state and local government 4 2.1 34.0 Private industry 4 1.8 24.2 Goods-producing 4 1.3 4.4 Natural resources and mining 4,5 1.0 0.5 Mining, quarrying, and oil and gas extraction

More information

Table 1 shows the general form of China 2010 I-O Table:

Table 1 shows the general form of China 2010 I-O Table: China Liu Yu 1 and Jie Chen The original 2010 Input-Output Table doesn t have multi-product sector. After some adjustments, the data tables are reclassified and re-balanced to provide the matrices required

More information

Chapter 23: Classifications

Chapter 23: Classifications Chapter 23: Classifications Regrouping and coding of industries (A) and products (P) The classifications of activities and products to be used are NACE Rev. 2 and CPA 2008. The corresponding aggregations

More information

STATE OF HAWAI'I. No. of. Total Average Rep. Units Average Quarterly Quarterly Industry March Employment Wages Wages January February March

STATE OF HAWAI'I. No. of. Total Average Rep. Units Average Quarterly Quarterly Industry March Employment Wages Wages January February March STATE OF HAWAI'I TOTAL, including government 37,439 598,205 6,028,316,620 10,077 596,822 598,744 599,049 TOTAL GOVERNMENT 6 123,628 1,526,182,323 12,345 121,692 123,988 125,205 Federal 1 32,650 483,102,256

More information

STATE OF HAWAI'I. No. of. Total Average Rep. Units Average Quarterly Quarterly Industry September Employment Wages Wages July August September

STATE OF HAWAI'I. No. of. Total Average Rep. Units Average Quarterly Quarterly Industry September Employment Wages Wages July August September STATE OF HAWAI'I TOTAL, including government 37,044 581,957 6,080,565,857 10,448 581,677 578,368 585,826 TOTAL GOVERNMENT 6 118,031 1,532,738,257 12,986 118,907 114,660 120,525 Federal 1 34,864 560,380,978

More information

6.1 Direct Requirements Coefficients

6.1 Direct Requirements Coefficients Chapter 6 Data Base Summary: Input-Output Multipliers Betina V. Dimaranan and Robert A. McDougall For many purposes it is useful to know the answer to the following question: If the final demand for a

More information

Business-Facts: 3 Digit NAICS Summary 2015

Business-Facts: 3 Digit NAICS Summary 2015 Business-Facts: 3 Digit Summary 215 Lake Anne 215 Polygon 1: LAKE ANNE 2, 11 Agriculture, Forestry, Fishing and Hunting 111 Crop Production 112 Animal Production and Aquaculture 113 Forestry and Logging

More information

Business-Facts: 3 Digit NAICS Summary 2015

Business-Facts: 3 Digit NAICS Summary 2015 Business-Facts: 3 Digit NAICS Summary 25 McLean CRD 25 Polygon : MCLEAN, NAICS Code Business Description Establishment Employees Sales (in Millions) Agriculture, Forestry, Fishing and Hunting Crop Production

More information

PHILIPPINES. Sectoral Activities Department. Agriculture & Fishing. Fig. 1: Employment by Major Economic Activity ('000s),

PHILIPPINES. Sectoral Activities Department. Agriculture & Fishing. Fig. 1: Employment by Major Economic Activity ('000s), PHILIPPINES 35,000 30,000 25,000 20,000 15,000 10,000 Fig. 1: Employment by Major Economic Activity ('000s), 2001-2008 Agriculture, Hunting and Fishing Mining and Quarrying Electricity, Gas and Water Supply

More information

2019 TNCPE Board of Examiners Return Examiner Application

2019 TNCPE Board of Examiners Return Examiner Application 2019 TNCPE Board of Examiners Return Examiner Application This form should be completed by applicants who have served on the TNCPE Board of Examiners within the last two years. Our Mission To drive organizational

More information

11-Years From 2000 to 2011: Despite 30 Million Population Growth, First 11-Yr Job Loss Since 1927-'38

11-Years From 2000 to 2011: Despite 30 Million Population Growth, First 11-Yr Job Loss Since 1927-'38 40% 11-Years From 2000 to 2011: Despite 30 Million Population Growth, First 11-Yr Job Loss Since 1927-'38 % Total US Job Growth/Loss: Eleven Years Ending October Each Year 30% 20% 10% 0% October 2000 to

More information

2018 TNCPE Board of Examiners Return Examiner Application

2018 TNCPE Board of Examiners Return Examiner Application 2018 TNCPE Board of Examiners Return Examiner Application This form should be completed by applicants who have served on the TNCPE Board of Examiners within the last two years. Our Mission To drive organizational

More information

Business-Facts Summary - Construction and Manufacturing NAICS Summary

Business-Facts Summary - Construction and Manufacturing NAICS Summary - Construction and NAICS Summary Title Page Title Page Data Version: 2018 Feb (Internal) Report Generation Method: Single Analysis Area: 1789 STATE ST, SAN DIEGO, CA, 92101-2530 Reporting Detail: As Selected

More information

An Environmental SAM and SAM-based CGE Modelling. for Environmental Policy Problems

An Environmental SAM and SAM-based CGE Modelling. for Environmental Policy Problems An Environmental SAM and SAM-based CGE Modelling for Environmental Policy Problems Paper prepared for International Workshop for Interactive Analysis on Economy and Environment, Cabinet Office, the Government

More information

This table has been produced by. The State & Regional Fiscal Studies Unit, University of Missouri-Columbia

This table has been produced by. The State & Regional Fiscal Studies Unit, University of Missouri-Columbia Table B-39 NAICS Component 1963 1964 1965 1966 1967 1968 1969 1970 1971 All industry total 607,008 650,513 704,697 767,075 811,782 887,569 962,902 1,012,299 1,097,173 Private industries 534,043 572,138

More information

ENERGY USE OF PRIVATE HOUSEHOLDS BY PURPOSES OF FINAL CONSUMPTION

ENERGY USE OF PRIVATE HOUSEHOLDS BY PURPOSES OF FINAL CONSUMPTION STATISTICAL COMMISSION and ECONOMIC COMMISSION FOR EUROPE CONFERENCE OF EUROPEAN STATISTICIANS Joint ECE/Eurostat Work Session on Methodological Issues of Environment Statistics (Ma ale Hachamisha (15

More information

INDONESIA. Manufacturing: Food & Beverages. Sectoral Activities Department

INDONESIA. Manufacturing: Food & Beverages. Sectoral Activities Department INDONESIA Manufacturing: Food & Beverages Key Labour Market Indicators (2009) Economically Active Population Total: 113,740,000 13,000 12,500 12,000 11,500 11,000 10,500 10,000 Fig.1: Employment in Manufacturing

More information

How do prices of primary energy carriers influence the competitiveness of the Polish economy

How do prices of primary energy carriers influence the competitiveness of the Polish economy How do prices of primary energy carriers influence the competitiveness of the Polish economy Michał Przybyliński University of Łódź 17 th INFORUM World Conference, Jurmala 2009 Previous research General

More information

This table has been produced by. The State & Regional Fiscal Studies Unit, University of Missouri-Columbia

This table has been produced by. The State & Regional Fiscal Studies Unit, University of Missouri-Columbia Table B-39 NAICS Component *1987 1988 1989 1990 1991 1992 All industry total 6,076,695 6,398,624 6,540,047 6,638,210 6,627,809 6,828,525 Private industries 5,195,468 5,492,391 5,612,260 5,690,087 5,677,736

More information

Camden Food Economy Strategy July 2013 Campbell Soup Company

Camden Food Economy Strategy July 2013 Campbell Soup Company Camden Food Economy Strategy July 2013 Campbell Soup Company The Reinvestment Fund $1.2 billion in community investments $700 million in capital under management 800 individual & institutional investors

More information

ASSESSMENT OF BACKWARD AND FORWARD LINKAGES IN INDIAN ECONOMY: AN INPUT-OUTPUT BASED ANALYSIS

ASSESSMENT OF BACKWARD AND FORWARD LINKAGES IN INDIAN ECONOMY: AN INPUT-OUTPUT BASED ANALYSIS CHAPTER 6 ASSESSMENT OF BACKWARD AND FORWARD LINKAGES IN INDIAN ECONOMY: AN INPUT-OUTPUT BASED ANALYSIS 6.1 Introduction Over the years the Indian economy has undergone a structural change in its sectoral

More information

Chapter 1. The Intertemporal General Equilibrium Model (IGEM) 1.1 Introduction Intertemporal general equilibrium models represent worthwhile

Chapter 1. The Intertemporal General Equilibrium Model (IGEM) 1.1 Introduction Intertemporal general equilibrium models represent worthwhile Chapter 1. The Intertemporal General Equilibrium Model (IGEM) 1.1 Introduction Intertemporal general equilibrium models represent worthwhile additions to the portfolio of methodologies for evaluating the

More information

in Korean Industries ( ): Estimates from KIP Database

in Korean Industries ( ): Estimates from KIP Database RIETI/G-COE Hi-Stat International Workshop on Establishing Industrial Productivity Database for China, India, Japan and Korea October 22, 2010, Tokyo The Productivity Performance in Korean Industries (1990-2008):

More information

Rising Flathead Valley 32 nd Annual Montana Economic Outlook Seminar February 6, 2007

Rising Flathead Valley 32 nd Annual Montana Economic Outlook Seminar February 6, 2007 Rising Flathead Valley 32 nd Annual Montana Economic Outlook Seminar February 6, 2007 Center for Business Information and Research Flathead Valley Community College Director: Gregg Davis, Ph.D. Business

More information

Contents. The interface between the mining and manufacturing sectors in South Africa. Jorge Maia Head: Department of Research and Information

Contents. The interface between the mining and manufacturing sectors in South Africa. Jorge Maia Head: Department of Research and Information Contents The interface between the mining and manufacturing sectors in South Africa Jorge Maia Head: Department of Research and Information Contents A changing economy 1 Mining and manufactured products

More information

Chapter 5 Flows, stocks and related concepts

Chapter 5 Flows, stocks and related concepts Draft annotated outline of Chapter 5 Chapter 5 Flows, stocks and related concepts Below is an annotated draft of Chapter 5. The text contains a number of issues which need to be discussed to guide further

More information

The Bush Record: Jobs -1,634,000 Net Private Sector Jobs Lost In First 3 Years and Eight Months

The Bush Record: Jobs -1,634,000 Net Private Sector Jobs Lost In First 3 Years and Eight Months Total nonfarm jobs... 131,567 132,388 (821) -0.6% Total private jobs... 109,926 111,560 (1,634) -1.5% Total private production jobs... 89,169 90,716 (1,547) -1.7% Goods-producing... 21,908 24,511 (2,603)

More information

INDUSTRIAL PRODUCTION INDICES IN OCTOBER

INDUSTRIAL PRODUCTION INDICES IN OCTOBER INDUSTRIAL PRODUCTION INDICES IN OCTOBER 2015 1 According to the preliminary data the Industrial Production Index 2, seasonally adjusted 3, increased by 0.1% in October 2015 as compared to September 2015.

More information

Analysis of the impact of the changes in definition of the statistical unit enterprise on SBS

Analysis of the impact of the changes in definition of the statistical unit enterprise on SBS Analysis of the impact of the changes in definition of the statistical unit enterprise on SBS (Contract n 06111.2013.002-2013.194) Report describing the results of the quantification of the breaks in series

More information

USING IMPLAN TO ASSESS LOCAL ECONOMIC IMPACTS. David Mulkey and Alan W. Hodges. Introduction 1

USING IMPLAN TO ASSESS LOCAL ECONOMIC IMPACTS. David Mulkey and Alan W. Hodges. Introduction 1 USING IMPLAN TO ASSESS LOCAL ECONOMIC IMPACTS David Mulkey and Alan W. Hodges Introduction 1 Policymakers, industry officials, and others often need information on the total economic impacts of specific

More information

INDUSTRIAL PRODUCTION INDICES IN JULY Figure 1. Industrial Production Indices (2010 = 100)

INDUSTRIAL PRODUCTION INDICES IN JULY Figure 1. Industrial Production Indices (2010 = 100) INDUSTRIAL PRODUCTION INDICES IN JULY 2017 1 According to the preliminary data the Industrial Production Index 2, seasonally adjusted 3, increased by 0.2% in July 2017 as compared to June 2017. In July

More information

COMMUNITY WORKPLACE POPULATION McHenry, Illinois

COMMUNITY WORKPLACE POPULATION McHenry, Illinois COMMUNITY WORKPLACE POPULATION Prepared for City of McHenry September 2018 LOCATION CONTACT DOROTHY M. WOLF, ECONOMIC DEVELOPMENT COORDINATOR City of McHenry 333 S Green Street 60050 815.363.2175 dwolf@ci.mchenry.il.us

More information

INDUSTRIAL PRODUCTION INDICES IN OCTOBER

INDUSTRIAL PRODUCTION INDICES IN OCTOBER INDUSTRIAL PRODUCTION INDICES IN OCTOBER 2017 1 According to the preliminary data the Industrial Production Index 2, seasonally adjusted 3, decreased by 0.6% in October 2017 as compared to September 2017.

More information

CANADA. Sectoral Activities Department. Wholesale & Retail Trade. Fig. 1: Employment by Major Economic Activity ('000s),

CANADA. Sectoral Activities Department. Wholesale & Retail Trade. Fig. 1: Employment by Major Economic Activity ('000s), CANADA Fig. 1: Employment by Major Economic Activity ('000s), 2000-2008 20,000 18,000 16,000 14,000 12,000 10,000 8,000 6,000 4,000 2,000 0 2000 2002 2004 2006 2008 Agriculture, Forestry, Fishing Mining

More information

Singapore Centre for Applied and Policy Economics

Singapore Centre for Applied and Policy Economics Singapore Centre for Applied and Policy Economics Singapore Information Sector: A Study Using Input-Output Table by Toh Mun Heng and Shandre M. Thangavelu Department of Economics SCAPE Working Paper Series

More information

2019 TNCPE Board of Examiners New Examiner Application

2019 TNCPE Board of Examiners New Examiner Application 2019 TNCPE Board of Examiners New Examiner Application This form should be completed by applicants who have not served on the TNCPE Board of Examiners within the last two years. Our Mission To drive organizational

More information

AN ECONOMIC DESCRIPTION OF THE AGRICULTURAL SECTOR IN PERSHING COUNTY

AN ECONOMIC DESCRIPTION OF THE AGRICULTURAL SECTOR IN PERSHING COUNTY TECHNICAL REPORT UCED 2006/07-15 AN ECONOMIC DESCRIPTION OF THE AGRICULTURAL SECTOR IN PERSHING COUNTY UNIVERSITY OF NEVADA, RENO An Economic Description of the Agricultural Sector in Pershing County Report

More information

INDUSTRIAL PRODUCTION INDICES IN AUGUST Figure 1. Industrial Production Indices (2010=100)

INDUSTRIAL PRODUCTION INDICES IN AUGUST Figure 1. Industrial Production Indices (2010=100) INDUSTRIAL PRODUCTION INDICES IN AUGUST 2013 1 The preliminary data showed that the Industrial Production Index 2, seasonally adjusted 3, has increased by 0.9% in August 2013 as compared to July 2013.

More information

Business-Facts: 3 Digit NAICS Summary 2015

Business-Facts: 3 Digit NAICS Summary 2015 Business-Facts: 3 Digit NAICS Summary 215 Polygon 1:, Total NAICS Code Business Description Total Establishment Total Employees Sales (in Millions) 11 Agriculture, Forestry, Fishing and Hunting 111 Crop

More information

Schedule of Accreditation issued by United Kingdom Accreditation Service 2 Pine Trees, Chertsey Lane, Staines-upon-Thames, TW18 3HR, UK

Schedule of Accreditation issued by United Kingdom Accreditation Service 2 Pine Trees, Chertsey Lane, Staines-upon-Thames, TW18 3HR, UK 2 Pine Trees, Chertsey Lane, Staines-upon-Thames, TW18 3HR, UK # 903, 9F Byucksan Digital Valley 7-cha, #170-13 Guro-dong Guro-gu Seoul 152-742 Korea Contact: Dr J Moon Tel: 00822532 9002 Fax: 00822532

More information

Appendix A NAICS Codes and Titles

Appendix A NAICS Codes and Titles Appendix A NAICS Codes and Titles The current analysis of the US economy uses a classification system that is based on the 6-digit North American Industry Classification System (NAICS) introduced in year

More information

Ivan Sanchez-Diaz (corresponding), Rensselaer Polytechnic Institute

Ivan Sanchez-Diaz (corresponding), Rensselaer Polytechnic Institute Paper Author (s) Jose Holguín-Veras, Rensselaer Polytechnic Institute (jhv@rpi.edu) Ivan Sanchez-Diaz (corresponding), Rensselaer Polytechnic Institute (sanchi2@rpi.edu) Miguel Jaller, Rensselaer Polytechnic

More information

Business-Facts: 3 Digit NAICS Summary 2015

Business-Facts: 3 Digit NAICS Summary 2015 Business-Facts: 3 Digit NAICS Summary 215 Polygon 1:, Total NAICS Code Business Description Total Establishment Total Employees Sales (in Millions) 11 Agriculture, Forestry, Fishing and Hunting 111 Crop

More information

External Backward Linkage and External Forward Linkage in Asian International Input-Output Table. Toshiaki Hasegawa

External Backward Linkage and External Forward Linkage in Asian International Input-Output Table. Toshiaki Hasegawa The 20 th NFORUM World Conference Firenze, Italy, September 2-9, 2012 External Backward Linkage and External Forward Linkage in Asian International Input-Output Table 1 Toshiaki Hasegawa Faculty of Economics

More information

The Gross National Product (GNP) is GDP added by net foreign income. National Income is GNP deducted by indirect net taxes (net) and depreciation.

The Gross National Product (GNP) is GDP added by net foreign income. National Income is GNP deducted by indirect net taxes (net) and depreciation. M E T A D A T A BASIC INFORMATION 1 Data Category : Gross Domestic Product (GDP) 2 Statistics Disseminator : Statistics Department, Bank Indonesia 3 Address : Jl. M.H. Thamrin No. 2 Jakarta 4 Contact :

More information

DEVELOPMENT TRENDS IN THE NATIONAL ECONOMY SECTORS IN THE BALTIC STATES IN

DEVELOPMENT TRENDS IN THE NATIONAL ECONOMY SECTORS IN THE BALTIC STATES IN ECONOMICS DOI:10.22616/rrd.23.2017.056 DEVELOPMENT TRENDS IN THE THE BALTIC STATES IN 2005-2015 Riga Technical University, Latvia Liana.Supe@rtu.lv; Inguna.Jurgelane@rtu.lv Abstract The processes of globalization

More information

econstor Make Your Publication Visible

econstor Make Your Publication Visible econstor Make Your Publication Visible A Service of Wirtschaft Centre zbwleibniz-informationszentrum Economics Kim, Yeong; Shin, Jae-won Conference Paper A Study on The Local Economy Ripple Effect due

More information

INDUSTRIAL PRODUCTION INDICES IN JANUARY

INDUSTRIAL PRODUCTION INDICES IN JANUARY INDUSTRIAL PRODUCTION INDICES IN JANUARY 2018 1 In compliance with Regulation (EC) 1165/98 and amendment Regulation (EC) 1158/2005 since January 2018 the base year for Short-term business statistics has

More information

INDUSTRIAL PRODUCTION INDICES IN FEBRUARY

INDUSTRIAL PRODUCTION INDICES IN FEBRUARY INDUSTRIAL PRODUCTION INDICES IN FEBRUARY 2018 1 In compliance with Regulation (EC) 1165/98 and amendment Regulation (EC) 1158/2005 since January 2018 the base year for Short-term business statistics has

More information

6.1 Economic Impact Analysis... 1

6.1 Economic Impact Analysis... 1 Table of Contents 6.1... 1 Introduction... 1 Economic Multiplier Effect Definitions... 1 Regional Context... 2 Economic Multiplier Findings... 3 6.2 Methodology... 7... 7 Airport Operational Impacts...

More information

Presidents Forum of the Distilled Spirits Industry Economic Impact Study. Methodology and Documentation Prepared for:

Presidents Forum of the Distilled Spirits Industry Economic Impact Study. Methodology and Documentation Prepared for: Presidents Forum of the Distilled Spirits Industry Economic Impact Study Methodology and Documentation Prepared for: By John Dunham & Associates July 27, 2017 Executive Summary: The 2017 Presidents Forum

More information

Cartel Damage Actions and Deterrence. Margaret C. Levenstein Cartel Damages in Europe: The New Framework after the Directive MaCCi November 10, 2016

Cartel Damage Actions and Deterrence. Margaret C. Levenstein Cartel Damages in Europe: The New Framework after the Directive MaCCi November 10, 2016 Cartel Damage Actions and Deterrence Margaret C. Levenstein Cartel Damages in Europe: The New Framework after the Directive MaCCi November 10, 2016 Policy question: Do damage suits increase deterrence?

More information

ScienceDirect. Public Transportation Service Evaluations Utilizing Seoul Transportation Card Data

ScienceDirect. Public Transportation Service Evaluations Utilizing Seoul Transportation Card Data Available online at www.sciencedirect.com ScienceDirect Procedia Computer Science 52 (2015 ) 178 185 The 6th International Conference on Ambient Systems, Networks and Technologies (ANT 2015) Public Transportation

More information

PRESS RELEASE. Industrial Production Price Index

PRESS RELEASE. Industrial Production Price Index ROMANIA Press Office 16 Libertăţii Avenue, Sector 5, Bucharest Tel/Fax: 318 18 69; Fax: 312 48 75 e-mail: romstat@insse.ro; biroupresa@insse.ro PRESS RELEASE No. 48 of March 4, 2013 Industrial Production

More information

ESTIMATED ECONOMIC IMPACTS OF THE CATTLE RANCHING AND FARMING SECTOR ON THE ELKO COUNTY ECONOMY

ESTIMATED ECONOMIC IMPACTS OF THE CATTLE RANCHING AND FARMING SECTOR ON THE ELKO COUNTY ECONOMY TECHNICAL REPORT UCED 2005/06-26 ESTIMATED ECONOMIC IMPACTS OF THE CATTLE RANCHING AND FARMING SECTOR ON THE ELKO COUNTY ECONOMY UNIVERSITY OF NEVADA, RENO ESTIMATED ECONOMIC IMPACTS OF THE CATTLE RANCHING

More information

Accelerate SSL Innovation for Europe

Accelerate SSL Innovation for Europe JOB CREATION POTENTIAL OF HUMAN CENTRIC LIGHTING INDUSTRY IN EUROPE Accelerate SSL Innovation for Europe www.ssl-erate.eu FP7-ICT-2013-11-619249 ACCELERATE SSL INNOVATION FOR EUROPE AUTHORS: Luca Del Viva,

More information

EU KLEMS Growth and Productivity Accounts 2013 update1

EU KLEMS Growth and Productivity Accounts 2013 update1 EU KLEMS Growth and Productivity Accounts 2013 update1 Description of methodology and country notes for Belgium Prepared by Reitze Gouma and Marcel Timmer (Groningen Growth and Development Centre) Introduction

More information

Table of contents for Statistics Denmark s input-output tables, 69 industries including two preliminary years. New edition in English, June 2016.

Table of contents for Statistics Denmark s input-output tables, 69 industries including two preliminary years. New edition in English, June 2016. Table of contents for Statistics Denmark s input-output tables, 69 industries including two preliminary years. New edition in English, June 2016. Matricer Name Row Col From To DZB_fyy 69 69 Danish industries

More information

Life Cycle Assessment (LCA) on economic sectors of Jordan based on I/O analysis with an adapted version of the ecological scarcity method

Life Cycle Assessment (LCA) on economic sectors of Jordan based on I/O analysis with an adapted version of the ecological scarcity method based on I/O analysis with an adapted version of the ecological scarcity method by Dr. Fredy Dinkel, Carbotech AG, Switzerland Marc Bachmann, Carbotech AG, Switzerland f.dinkel@carbotech.ch Life Cycle

More information

An Input Output Study for The Omaha SMSA

An Input Output Study for The Omaha SMSA University of Nebraska at Omaha DigitalCommons@UNO Publications Archives, 1963-2000 Center for Public Affairs Research 10-1969 An Input Output Study for The Omaha SMSA J. D. Stolen University of Nebraska

More information

Preparing for the Future in Troup County, Georgia

Preparing for the Future in Troup County, Georgia Preparing for the Future in County, Georgia Assessment Report 2008 Business Development Produced for County and the Cities of LaGrange, West Point, and Hogansville PREPARING FOR THE FUTURE IN TROUP COUNTY,

More information

Carbon Management and Infrastructure Development: Lessons from Industrial Ecology

Carbon Management and Infrastructure Development: Lessons from Industrial Ecology Carbon Management and Infrastructure Development: Lessons from Industrial Ecology Dr. Robin Curry Institute for a Sustainable World Queen s University, Belfast r.curry@qub.ac.uk Overview Industrial Ecology

More information

COMMISSION OF THE EUROPEAN COMMUNITIES COMMISSION STAFF WORKING DOCUMENT. Accompanying the

COMMISSION OF THE EUROPEAN COMMUNITIES COMMISSION STAFF WORKING DOCUMENT. Accompanying the EN EN EN COMMISSION OF THE EUROPEAN COMMUNITIES Brussels, 19.06.2008 SEC (2008) 2047 COMMISSION STAFF WORKING DOCUMENT Accompanying the FIFTH PROGRESS REPORT ON ECONOMIC AND SOCIAL COHESION Growing Regions,

More information

COMMISSION OF THE EUROPEAN COMMUNITIES COMMISSION STAFF WORKING DOCUMENT. Accompanying the

COMMISSION OF THE EUROPEAN COMMUNITIES COMMISSION STAFF WORKING DOCUMENT. Accompanying the COMMISSION OF THE EUROPEAN COMMUNITIES Brussels, 19.06.2008 SEC (2008) 2047 COMMISSION STAFF WORKING DOCUMENT Accompanying the FIFTH PROGRESS REPORT ON ECONOMIC AND SOCIAL COHESION Growing Regions, growing

More information

Vertical Specialisation in Trade: the case of Malaysia*

Vertical Specialisation in Trade: the case of Malaysia* Preliminary Draft Vertical Specialisation in Trade: the case of Malaysia* Wai-Heng Loke Division of Economics University of Nottingham Ningbo China waiheng.loke@nottingham.edu.cn Abstract: The development

More information

The true impact of UK manufacturing THE TRUE IMPACT OF UK MANUFACTURING

The true impact of UK manufacturing THE TRUE IMPACT OF UK MANUFACTURING THE TRUE IMPACT OF UK MANUFACTURING APRIL 2018 Oxford Economics Oxford Economics was founded in 1981 as a commercial venture with Oxford University s business college to provide economic forecasting and

More information

Economic impact of agro-industrial sector on nationwide economy of Thailand: A general equilibrium approach

Economic impact of agro-industrial sector on nationwide economy of Thailand: A general equilibrium approach The Empirical Econometrics and Quantitative Economics Letters ISSN 2286 7147 EEQEL all rights reserved Volume 1, Number 4 (December 2012), pp. 61 66. Economic impact of agro-industrial sector on nationwide

More information

MINISTRY OF PLANNING AND INVESTMENT LAO STATISTICS BUREAU

MINISTRY OF PLANNING AND INVESTMENT LAO STATISTICS BUREAU Workshop on Energy Statistics for ASEAN Countries Kuala Lumpur, Malaysia 21-23 November 2016 Data Collection On Energy Statistics and Using Data to Establish The Supply and Use Table Sypaseut NAVONGSA

More information

THE 2008 ROUND OF REVISIONS OF THE NON-MANUFACTURING REGULATION (NMR) AND REGULATORY IMPACT (RI) INDICATORS

THE 2008 ROUND OF REVISIONS OF THE NON-MANUFACTURING REGULATION (NMR) AND REGULATORY IMPACT (RI) INDICATORS THE 2008 ROUND OF REVISIONS OF THE NON-MANUFACTURING REGULATION (NMR) AND REGULATORY IMPACT (RI) INDICATORS The Non-Manufacturing Regulation (NMR) and Regulatory Impact (RI) indicators have been updated,

More information

TVET REFORM PROJECT DISCUSSION PAPER INDUSTRY SKILLS COUNCILS. July 2010

TVET REFORM PROJECT DISCUSSION PAPER INDUSTRY SKILLS COUNCILS. July 2010 TVET REFORM PROJECT DISCUSSION PAPER INDUSTRY SKILLS COUNCILS July 2010 This paper sets out a rationale and proposal for the establishment of a network of Industry Skills Councils (ISC) in Bangladesh.

More information

MARNA KEARNEY Energy Research Centre University of cape Town

MARNA KEARNEY Energy Research Centre University of cape Town Modelling the impact of CO 2 taxes in combination with the Long Term Mitigations Scenarios on Emissions in South Africa using a dynamic computable general equilibrium model MARNA KEARNEY 2008 Energy Research

More information

6.1 Economic Impact Analysis... 1

6.1 Economic Impact Analysis... 1 Table of Contents 6.1... 1 Introduction... 1 Economic Multiplier Effect Definitions... 1 Regional Context... 2 Economic Multiplier Findings... 3 6.2 Methodology... 7... 7 Airport Operational Impacts...

More information

Supplementary Information. S1. Selective Literature Review. S1.1 Exposure-Response Coefficients. S1.2 Health Costs Assessment

Supplementary Information. S1. Selective Literature Review. S1.1 Exposure-Response Coefficients. S1.2 Health Costs Assessment 1 Supplementary Information 2 S1. Selective Literature Review 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 S1.1 Exposure-Response Coefficients

More information

USING A SOCIAL ACCOUNTING MATRIX TO CALCULATE OUTPUT AND EMPLOYMENT EFFECTS IN TANZANIA

USING A SOCIAL ACCOUNTING MATRIX TO CALCULATE OUTPUT AND EMPLOYMENT EFFECTS IN TANZANIA USING A SOCIAL ACCOUNTING MATRIX TO CALCULATE OUTPUT AND EMPLOYMENT EFFECTS IN TANZANIA Max Mendez-Parra June 2015 Website Acknowledgements Thanks to Dirk W. te Velde for his useful comments and suggestions.

More information

Policy Simulations with an Integrated Model for Japan and Northeast Asia

Policy Simulations with an Integrated Model for Japan and Northeast Asia Paper Presented to 2005 IIOA Conference, Beijin, June 27-July 1 Preliminary Policy Simulations with an Integrated Model for Japan and Northeast Asia by S. Shishido, A. Kawakami, M. Kurokawa, A. Movshuk,

More information

REM WORKING PAPER SERIES. The networks of inter-industry flows in a SAM framework. REM Working Paper May 2018

REM WORKING PAPER SERIES. The networks of inter-industry flows in a SAM framework. REM Working Paper May 2018 REM WORKING PAPER SERIES The networks of inter-industry flows in a SAM framework Susana Santos and Tanya Araújo REM Working Paper 040-2018 May 2018 REM Research in Economics and Mathematics Rua Miguel

More information

Census of Economic Establishments in Ethiopia

Census of Economic Establishments in Ethiopia Census of Economic Establishments in Ethiopia 1. Introduction In general, it is obvious that, availability of relevant, reliable and up to date statistical data is considered indispensable for the evaluation

More information

Citation for published version (APA): Wilting, H. C. (1996). An energy perspective on economic activities Groningen: s.n.

Citation for published version (APA): Wilting, H. C. (1996). An energy perspective on economic activities Groningen: s.n. University of Groningen An energy perspective on economic activities Wilting, Harm Christiaan IMPORTANT NOTE: You are advised to consult the publisher's version (publisher's PDF) if you wish to cite from

More information

Economic Surveys Results. Release Date : Oct 2015

Economic Surveys Results. Release Date : Oct 2015 Economic Surveys Results 2014 Release Date : Oct 2015 Table of Contents Introduction 4 Key Points 5 Analysis of Results 6 3.1 Value added 6 3.2 Total production 7 3.3 Gross fixed capital formation 8 3.4

More information

Consumption Matrices and the Economy. In the early 1970's Wassily Leontief was doing research on how changes in one

Consumption Matrices and the Economy. In the early 1970's Wassily Leontief was doing research on how changes in one Consumption Matrices and the Economy 1 Benson Haglund Consumption Matrices and the Economy In the early 1970's Wassily Leontief was doing research on how changes in one economic sector may have an effect

More information

Irish Company Expenditure on Carbon Abatement Technologies: An Overview of Project Findings

Irish Company Expenditure on Carbon Abatement Technologies: An Overview of Project Findings Irish Company Expenditure on Carbon Abatement Technologies: An Overview of Project Findings Dr. Bernadette Power, School of Economics, Cork University Business School. Dr Ellen O Connor, School of Accounting

More information

Alberta Economic Multipliers

Alberta Economic Multipliers Alberta Economic Multipliers 2013 Representations and Warranties Government of Alberta, 2017 The information contained in this publication is based on the 2013 Input tables produced by Statistics Canada.

More information

MEASURING KNOWLEDGE- BASED CAPITAL

MEASURING KNOWLEDGE- BASED CAPITAL MEASURING KNOWLEDGE- BASED CAPITAL Some findings and open questions Mariagrazia Squicciarini OECD, Directorate for Science, Technology and Industry A Policy Framework for Knowledge-Based Capital OECD MIT

More information

Central Bank of Nigeria Purchasing Managers Index (PMI) Survey Report

Central Bank of Nigeria Purchasing Managers Index (PMI) Survey Report Central Bank of Nigeria Purchasing Managers Index (PMI) Survey Report Statistics Department June 2017 1.0 Introduction PURCHASING MANAGERS INDEX (PMI) JUNE 2017 REPORT The June 2017 PMI was conducted by

More information