INPUT - OUTPUT ELASTICITIES:

Size: px
Start display at page:

Download "INPUT - OUTPUT ELASTICITIES:"

Transcription

1 ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), f) _ '- INPUT - OUTPUT ELASTICITIES: ΤΗΕ CASE OF WESTERN THESSALY Abstract The input - output models haνe been used enough in regional economy and regional deνelopment all oνer the world, more specifically afterwards The input - output models g i νe in detail depiction of regional economic sectors. The present work deals with the calculation of elasticities of production, income and employment of 29 sectors of economic actiνity for Western Thessaly. The sectors of 'Products of Agriculture, Hunting and Forestry', 'Constructions', 'Hotels and Restaurants', 'Foods - Drinks - Tobacco', 'Textile Matters and Products', «Real Estate Services, Services of Renting and Enterprising', constitute the more dynamically sectors of economy under reνiew. Περίληψη Τα υποδείγματα εισροών - εκροών έχουν χρησιμοποιηθεί αρκετά στην περιφερειακή οικονομία και ανάπτυξη σε όλο τον κόσμο, ειδικότερα μετά το Ένα υπόδειγμα εισροών - εκροών δίνει μια λεπτομερή απεικόνιση της περιφερειακής οικονομίας και των κλάδων που την απαρτίζουν. Η παρούσα εργασία ασχολείται με τον υπολογισμό των ελαστικοτήτων παραγωγής, εισοδήματος και απασχόληση ς 29 κλάδων οικονομικής δραστηριότητας, για τη Δ. Θεσσαλία. Οι κλάδοι «Προϊόντα γεωργίας, θήρας και δασολογίας», «Κατασκευαστικές εργασίες», «Υπηρεσίες ξενοδοχείων και εστιατορίων», «Τρόφιμα - ποτά - Καπνός», «Κλωστοϋφαντουργικέ ς ύλες και προϊόντα», «Υπηρεσίε ς που αφορούν ακίνητα, υπηρεσίες ενοικίασης και επιχειρηματικές υπηρεσίες», αποτελούν τα πιο δυναμικά στοιχεία της υπό εξέταση οικονομίας. SPYRIDON SOFIOS Dιpιrtmιnt οι Forιstry ιnd Νιtυrιl Enνlronmιnt, Arlιtotlι Unlνιnlty οι Thιιιιlonlkl, Unlνιrιlty Cιιnpυι GARYFALLOS ARABATZIS Dιpιrtmιnt οι Forιιtry ιnd Μιnιαιmιnι οι Enνlronmιnt ιnd Νιtυrιl Rιιουrcιι, Dιmocrltuι Unlνιrιlty οι Thrιcι KONSTANTINOS SOUTSAS Tιchnologlcιl Educιtlonιl lnιtltutι οι Lιrlιιι ANASTASIOS PAPASTAVROU Dιpιrtmιnt οι Forιιtry and Νιtυrιl Enνlronmιnt, Arlιtotlι Unlνιrιlty οι Tbιιιιlonlkl, Unlνerιlty Cιιnpυι JEL Classification: C67, 013, 018, R58 ke words: Elasticities, input - output, production, income, employment. 249

2 ΣΠ. ΣΟ ΙΟΣ, Γ. ΑΡΑΜΠΑΤΖΗΣ, Κ. ΣΟΠΣΑΣ, ΑΝ. ΠΑΠΑΙΤΑΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), Introduction The input - output models are based on the a.ffairs rewarded with Nobel of Economy in 1973, Russian Professor W. Leontief ( ). The concrete model was devised in '30s in the work of Leontief titled «The Structure of the American Economy » and up to to.day constitutes a achieved tool of reso\ution of problems of economic planning (Loukakis, 1997). The input - output tables then, were used for the analysis of economies of other countries, as the Federal Republic of Germany (Helmstadter et al., 1983). Ιη Greece, have been worked out five primary input - output tables for years 1958, 1960, 1970, 1980, 1988 and two energy tables for years 1980 and 1985 (Livas, 1994). The utilization of input - output model presents the fo llowing advantages: a) lt constitutes tools of analysis of general balance and ηο partial balance. b) Also, it constitutes the unique model that visualizes completely and consequently, the interdependences between the sectors of economic activity. c) The input - output models were built so that they provide the possibility of empiric analysis (Miernyk, 1965). From the most important inquiring work that is presented not only in Greek but in international bibliography are the following: Ireri (1967) used the input - output method in order to appreciate the economic interdependence of states California and Arizona (U.S.A). He focused in the rural sector as well as ίη the use of water as factor of development. Lofting (1968) analyzed the requirements in water of California State (U.S.A.), using of input - output models and linear programming. Jensen et al. (1979), proposed the GRIT method in order to build input - output tables trying to overcome the problems of building tables, using primary or secondary methods. Practical application of this method became in the state Queensland of Australia, building input - output tables so much for the regions what for entire concrete state. Rabinowicz (1982) studied the effect of rural sector in the employment of region. Anderson and Manning (1983) used the input - output analysis in order to study developmental work in the economy of band. Mattas et al. (1984) built the input - output table without using primary data. Their table contained 59 sectors of economic activity and it was reported for the state of Kentucky (U.S.A.). Soutsas (1987), using the input - output method appreciated the contribution of timber in the regional growth with application of method in the Region of Thessaly. Mattas and Shrestha (1991), proposed the use of input - output elasticities for the estimate of important economic sectors. They used elasticities of production, employment and income of sectors - keys of Greek economy. Livas and Hondronikolas (1994), built the energy input - output tables of Greek

3 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), economy for years 1980 and Livas (1996), appreciated the technological changes of energy input - output tables and the factors of input - output of Greek economy for the year 1990 using the RAS method. Robinson (1997), uses the input - output models, for the analysis of rυral bands, while mentions an application in the central Idaho (U.S.A.). Lenzen and Foran (2001), used the inpυt - output analysis for the use of water in Australia. Their study showed that today there is an annual deficit approximately 4000GI, while, the increase of population as well as the increase per capita of water use in the research area, the next 50 times will double the reqυirements of water. This quantity is equal with the half roughly flow of water in Aυstralia. Loizou (2001) built a regional input - output model for the quantitative evaluation of repercussions of productive process in the environment. Application of this method became in the region of Central Macedonia with the built of input - output table which included 31 sectors of economic activity. Moreover, he calculated the environmental multipliers for the region under review. Karagianni and Pempetzoglou (2004), examines the economic implications of sectoral exemptions from energy taxation ίη Greece. This issue is being analyzed ίη the context of an input - output model of the Greek economy calibrated to 1994 data. Alcantara and Padilla (2003), analyzed the determination of "key" sectors in the final energy consumption for the Spanish economy in order to indicate the greater or lesser relevance of the different sectors in the consumption of final energy. Karkacier and Goktolga (2004), as well as Ozkan, Akcaoz and Fert (2004), make input - output analysis of energy use in Turkish agricultυre. Stilwell et al (2000) used input - output techniques in order to analyze the impacts of gold, coal and other mining activities upon the South African economy between 1971 and Methodology The research area administratively belongs to the region of Thessaly and includes the prefectυres of Karditsa and Trikaιa with total extent of Κm 2. The above area constitutes the 42.6% of total extent of region Thessaly. The cultivated land and fallows run into the 30%, the forests 7.4% and the pasture land 33.5% respectively (NSSG, 1995). The population amounts in 267,588 residents (NSSG, 2002). In the area under review, domin.ate the intensive cultures of cotton and maize as well as forests of high productivity, with result the primary sector contributes ίη the 36.9% of total GNP. Also, developed is the tertiary sector which represents the 46.2% of GNP (Katochianou et al., 1995). For the calculation of elasticities of production, income and employment for 29 sectors of economic activity was υ se d the input - output table of the research area. The input - output elasticities defined as follows: 251

4 ΙΠ. ΙΟ ΙΟΙ, Γ. ΑΡΑΜΠΑΤΖΗΙ, κ. ΙΟΥΤΙΑΙ, ΑΝ. ΠΑΠΑΠΑΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), ) lnput - Output Elasticities One of the major weaknesses of input - output multipliers, is that they do not take into consideration the size of economic activity sectors. Consequently, there is the case they show that certain sectors have important contribution in the economy, while this actually does not happen. Therefore, the info rmation and the results that are probably concluded from the input - output multipliers probably lead the economic policy to erroneous direction. For the confrontation of the issue mentioned above, Mattas and Shrestha (1991), proposed the use of input - output e\asticities. The input - output e\asticities, present the important advantage that their use take into consideration data with regard to the size of sectors of economic activity and the corresponding sales in the fi nal demand. According to Loizou (2001), the elasticities are considered more suitable in the case the interest is focused οη the final demand, while the multipliers are more suitable when the interest is focused in the determination of dynamic sectors of the economy irrelevantly from the size Όf repercussions that can the sectors create. The categories of input - output elasticities are the fo llowing (Mattas and Shrestha, 1991): ί ) Elasticities of product. They are calculated according to the type: Where: n Υ. O Exyj = ;'~ b;/;) O Exyj: the elasticity of product of sector n Χ = Σ : the total crude production of economy i = I bij : cell of matrix of Leontief Yj : the equivalent cell in the vector of fin al demand Direct elasticity of product. lt is calculated according to the type: Yj DOExjyj = bj (Χ) Indirect elasticity of product. It is calculated according to the type: O Exyj - DOExjyj The elasticities of production measure the percentage change in the total product of economy because one of percentage change in the final demand of sector Ι. ίί ) Elasticities of income. They are calcul ated according to the type: 252

5 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), Where IExyj: the elasticity of income of sector 1 Hj: the income of sector j ίη the vector of incomes of households bij : cell of matrix of Leontief Yj : the equivalent cell ίη the vector of final demand 11 Χ = Σ : the total crude production of economy i= I Xj : the total production of sector j Η! : the direct coefficient of income xj The elasticities of income measure the percentage change of total income of economy because one of percentage change ίη the final demand of sector j. ίίί) Elasticities of product. They are calculated according to the type: Where EExyj: the elasticity of employment of sector j Ej: occupied in sector j Ε _!._ : the factor of employment xj bij : cell of matrix of Leontief Yj : the equivalent cell in the vector of final demand n Χ = Σ : the total crude production of economy i= I Xj : the total production of sector j 3. Results According to the above types, became the calculation of input - output elasticities and according to Tables 1, 2 and 3, it is obvious, that the sector of 'Products of agriculture, hunting and forestry' finds itself in the first (1) place. Follow the sectors 'Constructions', 'Services of hotels and restaurants' and 'Foods - Drinks - Tobacco' The smaller elasticities present the sectors 'Fish catch', 'Not Energy Materials', 'Equipment of Transport' and 'Products of Refinement Fuel Oil' and 'Services of Financier Mediation'. 253

6 ΣΠ. ΣΟtΙΟΣ, Γ. ΛΡΑΜΠΛΤΖΗΣ, Κ. ΣΟΥΤΙΛΣ, ΛΝ. ΠΛΠΛΠΛΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), Conclusions As we have already mentioned, one of the major weaknesses of input - output multipliers, is that, they do not take into consideration the size of economic activity sectors and probably their use could lead to false conclusions about the research area. Ιη this paper instead of using input - output multipliers, we calculated the input - output elasticities of production, income and employment of 29 sectors of economic activity for Westem Thessaly. The input - output elasticities, present the important advantage that their use take into consideration data with regard to the size of sectors of economic activity and the coπesponding sales ίη the fina1 demand. Ιη Table 3 are presented the main input - output elasticities of the most important sectors of economic activity for the area under review. As appear from the table mentioned before, the sectors of 'Products of Agriculture, Hunting and Forestry', 'Constructions', Ήotels and Restaurants', 'Foods - Drinks - Tobacco', 'Textile Manufacturing Matters and Products', 'Real Estate Services, Services of Renting and Enterprising Services', 'Services of Education' and 'Sanitary and Social Services' constitute the more dynamically cells of economy under review. The above results can be used for the economic planning and the development of the area under research. Indeed, ίη case that regional planning takes into account the input - output elasticities, we have to strengthen the sector of 'Products of Agriculture, Hunting and Forestry' and 'Constructions' ίη order to achieve economic development and welfare improvement for Westem Thessaly. References Alcantara V., Padilla Ε., "Key sectors in final energy consumption: an input - output application to the Spanish case, Energy Policy, 31, Anderson Α., Manning Τ., The use of input/output analysis in eνa luation water resource deνelopment, Canadian Journal of Agricultural Economics, 31, Νο 1: Douglas J., Reilly J., National impacts of a regional primary industry, Australian Journal of Agricultural Economics, 21, National Statistic Service of Greece, Distribution of extent of Greece at basic categories of use, Athens (in Greek). National Statistic Service of Greece, Results of inνentory of population, Athens (in Greek). Helmstiidter Ε., Mayer Β., Κl e in e Ε., Richtering J., Die Input - Output Analyse als lnstrument der Structurforschung, J.C.B. Mohr (Paul Siebeck), Tϋbingen. Ireri D., California - Arizona Economic Interdependence and their Water Use Patterns, Ph.D. Dissertation. Jensen R.C., Mandeνille Τ. D., Karunaratne N.D., Regional Economic Planning, Generation of Regional Input - Output Analysis, Croom Helm Ltd, London. Karagianni S., Pempetzoglou Μ., Energy taxes with exemptions in Greece: An Input - Output analysis, SPOUDAI 54, (3) Karkacier Ο., Goktolga G. Κ., Input - output analysis of energy use in agriculture, Energy Conνention & Management.

7 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), Katochianou D., Tonikidou Ρ., Kavadias Ρ., asic Data of Regional Socioeconomic Development ίη Greece, ΚΕΡΕ, Athens (ίη Greek). Lenzen Μ., Foran 8., Απ Input - Output Analysis of Australian Water Usage, Water Policy, 3, Livas Ρ Input - Output Analysis, Α. Stamoulis Publications, Athens ( ίη Greek). Livas Ρ., Hondronicolas G., Energy input -output tables of Greek economy for years 1980 and 1985, ΚΕΡΕ, Athens (ίη Greek). Livas Ρ., Technological changes of energy input - output tables and input - output coefficients for year 1990 of Greek economy, ΚΕΡΕ, Athens (ίη Greek). Lofting Ε. Μ., Απ Input - Output and Linear Programming Analysis of California Water Requirements, Ph. D. Dissertation. Loizou Ε. S., Quantitative evaluation of repercussions of productive process in the environment, Ph.D. thesis that was submitted ίη the Department of Agronomy of Aristotle University of Thessaloniki (ίη Greek). Loukakis Μ., Mathematics of Economic Sciences, Volume ΙΙ, Zigos Publications, Thessaloniki (ίη Greek). Mattas Κ., Pagoulatos Α., Dabertin D., uilding Input / Output Models Using Νοη - Survey Technjques: Απ Application to Kentucky, Southem Rural Development Center and University of Kentucky, Department of Agricultural Economics. Mattas Κ., Shrestha C., Α New Approach to Determining Sectoral Priorities ίη an Economy: Input - Output Elasticities, Applied Economics, 23, Miernyk W., The elements of input - output analysis. Random House, Inc., New York. Miller R.E., Blair P.D., Input - Output analysis: Foundations and extensions. Englewood Cliffs, Prentice - Hall, Inc., New Jersey. Ozkan 8., Akcaoz Η., Fert C., Energy input - output analysis in Turkish agriculture, Renewable energy 29, Rabinowicz Ε., Input/output studies of agriculture in regional economy-some problems of method, European Review of Agricultural Economics, 9, Robinson Μ. Η., Comrnuruty input-output models for rural area analysis with an example from central Idaho, Annals of Regional Science, 31, Skountzos Τ.Α., Economic Planning, Α. Stamoulis Publications, Piraeus (ίη Greek). Skountzos Τ.Α., Regional Economic Analysis and Policy. Techniques of Analysis Volume 11. Α. Stamoulis Publications, Athens - Piraeus (ίη Greek). Stilwell L. C., Minnitt R. C. Α., Monson Τ. D., Kuhn G., Απ input - output analysis of the impact of rnirung οη the South African Econoπiy. Resources Policy, 26, Sofios S., Evaluation of the contribution of water potential ίη the regional development using quantitative methods (the case of Western Thessaly), Ph.D. thesis that was submitted in the Department of Forestry and Natural Environment of Aristotle University of Thessaloniki (ίη Greek). Soutsas C. Ρ., Estimate of contribution of timber in the regional development using quantitative methods, Ph.D. thesis that was submitted ίη the Department of Forestry and Natural Environment of Aristotle University of Thessaloniki (ίη Greek). Yan C. S., Introduction to input - output economics, Holt, Rinehart, and Winston Inc., USA. 255

8 ΣΠ. ΣΟΦΙΟΣ, Γ. ΑΡΑΜΠΑΤΖΗΣ, κ. ΣΟΥΤΣΑΣ, ΑΝ. ΠΑΠΑΠΑΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχο ς 9 (2006), Table l. E/asticities ο/ product Sectors ofeconomic Elasticities Lineof Activity ofproduct classification Direct Elasticities of Product Lineof classification Indirect Elasticities ofρroduct Line of classification ProducΙSof Agήcώture, Hunting and Forestrv Fish Cιιtch Enervv Mateήals Νοιι I!nergy Mateήals Foods - Dήnks - Tobacco Textile Manufactuήng Matters 8ld ProducΙS Skin and Leaιher tvτ>es Timber and ProducΙS oftimber Pιper and ProduclS from Paper, Services of Publications - Pήntinp;s ProducΙSof Refinement Fuel ΟίΙ Chemical Substιnces and ProducΙS Plastic, Flexible Matters ΙΚΙd Products ProducΙS from non Metal Μίnίnιι Basic Metals ΙΚΙd Metal Products InstrumenlS and Eαuiρment Electήc Equipment and Optical Aρρliances Equipment of Tnιnsnort Remaining Remade Products Electήcal Enenzv

9 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU REVIEW OF ECONOMIC SCIENCES Νο 9 (2006), d Natural Gas Water Constructions o.0416n1 2 Services of Wbolesale ιιιd Retail Trade Hotels and Restaw8DIS Servicesof Trιosport, Stoιage ιιιd Communicatioos Services offίn811cίer Mediaιioo Real Estate Services, Services ofrenting 81d F.nterpήsing Services Serνicesof Education S811itary 8ld Social Services Services of Housebolds that Employ Personnel, services in favour of the Pυblic, Services ofsocial and hιdividual Oιanιcter, Services of Public Administration, Defeoce.ιd Obligatory Social Insurance o.o52n

10 ΣΠ. ΣDtlDΣ, Γ. ΑΡΛΜΠΑΤΖΗΣ, κ. ΣDΥΤΙΛΣ, ΑΝ. ΠΑΙ1ΛΙΤΛΥΡDΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), Τ able 2. lnpιιt - Οιιtpιιt Elasticities Sec1orsof Ecooomic Activity Elasticities Lineof lncome Lineof Employment Lineof ofproduct clιssificatioo Elasticities clasιιificatioo Elasticities clasιιificιtion Produc1sof Agήcultwτi, Huntingιnd Forestιy Fish Catdι F.nergy M.ateriιls Νοο F.nergy M.ateriιls Foods - Drinb -Tobacco Textile Manufactuήng Mιtters81d Products Skin 81d Leadιer Types

11 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), Timberand Productsof Timber Pιper81d ProducΙS &om Pιper, Services of Publicatioos Pήntίngs ProducΙSof Refinemeot Fuel Oil Chemical Substaoces and Products Plιstic, Flexible Matters 81d Products Products &om noometal Mίning Basic Metals andmetal Products

12 ΣΠ. ΣΟtΙΟΣ, Γ. ΑΡΑΜΠΑΤΖΗΣ, Κ. ΣΟΥΤΣΑΣ, ΑΝ. ΠΑΠΑΠΑΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), lnstnιmeιι1s and Equipmeιιt Electήc Equipment and Optical Aρplisιces Equίpmeιιt of Tnκιsport Remaining Remade Products Electήcal Energy and Natural Gas Wιιter Constructioos Services of Wbolesale ιnd Retail Trade Hotels sιd Restaurants Servicesof Trιnsport,

13 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), Storage ιnd Communications Services of Finιncier Mediation R.ea1 Estate Services, Servicesof Rentingand Enteιpήsing Services Services of Education Sanitaιy and Social Services Services of Households that Employ Per.ιonnel, Services in Ο. 01ΠΟ faνour of the Public, Services of Social sid 261

14 ΣΠ. ΣΟtΙΟΣ, Γ. ΛΡΛΜΠΑΤΖΗΣ, Κ. ΣΟΠΣΛΣ, ΑΝ. ΠΑΠΛΠΛΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006) Individual Character, Services of Public Adιnίnistration, Defence and Obligatoιy Social lnsunιιce 262

15 SP. SOFIOS, G. ARABATZIS, Κ. SOUTSAS, ΑΝ. PAPASTAVROU - REVIEW OF ECONOMIC SCIENCES - Νο 9 (2006), Table 3. Μαiιι ιιectora of econoιrιic c activity Sectorsof Product Income Employmeot ( Economic Actίvity Elasticities Elasticities Elasticities Productsof Agricώtuιe, Hιmtίngιnd (1) (1) (1) Forestry Foods - Drin.ks n54 - Tobacco (3) (4) (4) Constructioos (2) (2) (2) Hotιels ιnd Restaurants (4) (3) (3) Textile Mιnufactuήng Mattersεd (10) (5) (5) Products Real &tate Services, Servicesof (5) (6) (6) Reotίngιnd 263

16 ΣΠ. ΣΟ ΙΟΣ, r. ΑΡΑΜΠΑΤΖΗΣ, κ. ΣΟΥΤΣΑΣ, ΑΝ. ΠΑΠΑΠΑΥΡΟΥ - ΕΠΙθΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχος 9 (2006), Enterpήsing Services Servicesof Education (6) (7) (7) Sanitary and Social Services (7) (8) (8) 264

11th National Convention on Statistics (NCS) EDSA Shangri-La Hotel October 4-5, 2010

11th National Convention on Statistics (NCS) EDSA Shangri-La Hotel October 4-5, 2010 11th National Convention on Statistics (NCS) EDSA Shangri-La Hotel October 4-5, 2010 INPUT-OUTPUT MULTIPLIER ANALYSIS FOR MAJOR INDUSTRIES IN THE PHILIPPINES by Madeline B. Dumaua For additional information,

More information

A Multiplier and Linkage Analysis :

A Multiplier and Linkage Analysis : A Multiplier and Linkage Analysis : Case of Algeria - 287 Dr. MATALLAH Kheir Eddine* Abstract The development strategy for the Algerian economy in the 1980s and 1990s was based on the establishment of

More information

Economic impacts of cultural events on local economies: an input output analysis of the Kaustinen Folk Music Festival

Economic impacts of cultural events on local economies: an input output analysis of the Kaustinen Folk Music Festival Tourism Economics, 2005, 11 (3), 431 451 Economic impacts of cultural events on local economies: an input output analysis of the Kaustinen Folk Music Festival TIMO TOHMO School of Business and Economics,

More information

Map of Industry Classification Benchmark (ICB) to proposed GRI Business Activity Groups

Map of Industry Classification Benchmark (ICB) to proposed GRI Business Activity Groups Additional information about the project can be found at https://www.globalreporting.org/reporting/sector-guidance/topics-research/pages/default.aspx Map of Industry Classification Benchmark (ICB) to proposed

More information

THE SOCIOECONOMIC IMPLICATIONS OF RENEWABLE ENERGY AND LOW CARBON TRAJECTORIES IN SOUTH AFRICA

THE SOCIOECONOMIC IMPLICATIONS OF RENEWABLE ENERGY AND LOW CARBON TRAJECTORIES IN SOUTH AFRICA THE SOCIOECONOMIC IMPLICATIONS OF RENEWABLE ENERGY AND LOW CARBON TRAJECTORIES IN SOUTH AFRICA Tara Caetano and James Thurlow Green and Social Workshop 12-13 March 2014 Bonn, Germany Introduction Literature

More information

ΤΗΕ HEALTH SECTOR ΙΝ ΤΗΕ E.U. COUNTRIES. Α COMPARATIVE ECONOMETRIC ANALYSIS. Abstract

ΤΗΕ HEALTH SECTOR ΙΝ ΤΗΕ E.U. COUNTRIES. Α COMPARATIVE ECONOMETRIC ANALYSIS. Abstract ΕΠΙΘΕΩΡΗΣΗ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ - Τεύχο ς 2 (2002), 97-126 Νικόλαος Δριτοάκης Αναπληρωτής Κοβηyητήc; Τμήματος Εφηρμοσμένης Πληροφορικής, Πονεπιοτημίου Μακεδονίας ΤΗΕ HEALTH SECTOR ΙΝ ΤΗΕ E.U. COUNTRIES.

More information

The energy industry and energy price issues in Slovakia during recent years 1

The energy industry and energy price issues in Slovakia during recent years 1 The energy industry and energy price issues in Slovakia during recent years 1 Ing. Mikulá Cár, PhD. National Bank of Slovakia The energy industry and energy prices are becoming a subject of political decisions

More information

Copyright: SFSO Neuchâtel 2002 Reproduction with mention of source authorized (except for commercial purposes)

Copyright: SFSO Neuchâtel 2002 Reproduction with mention of source authorized (except for commercial purposes) NOGA General Classification of Economic Activities Structure Bern, 2002 Information: Editor: Obtainable from: Section: Original text: Translation: Cover : Layout: Esther Nagy, BFS Tel. ++41 32 713 66 72

More information

Afghanistan Statistical Yearbook 2011-12 126

Afghanistan Statistical Yearbook 2011-12 126 Afghanistan Statistical Yearbook 2011-12 126 Afghanistan Statistical Yearbook 2011-12 127 Afghanistan Statistical Yearbook 2011-12 128 Afghanistan Statistical Yearbook 2011-12 129 Million Afs Sector 1390

More information

Maps of Global Industry Classification Standard (GICS) to proposed GRI Business Activity Groups

Maps of Global Industry Classification Standard (GICS) to proposed GRI Business Activity Groups Additional information about the project can be found at https://www.globalreporting.org/reporting/sector-guidance/topics-research/pages/default.aspx Maps of Global Industry Classification Standard ()

More information

Presented by D. R. Khanal Chairman Institute for Policy Research and Development (IPRAD)

Presented by D. R. Khanal Chairman Institute for Policy Research and Development (IPRAD) Work in Progress Construction of GTAP Compatible Input Output (I/O) Table and Social Accounting Matrix (SAM) with Limited Data Base : Nepalese Experience Presented by D. R. Khanal Chairman Institute for

More information

The impact of increased efficiency in the use of energy: A computable general equilibrium analysis for Spain

The impact of increased efficiency in the use of energy: A computable general equilibrium analysis for Spain The impact of increased efficiency in the use of energy: A computable general equilibrium analysis for Spain Pablo Arocena Universidad Pública de Navarra Nafarroako Unibertsitate Publikoa OUTLINE o Motivation:

More information

Μοναδική εορταστική προσφορά!

Μοναδική εορταστική προσφορά! Μοναδική εορταστική προσφορά! Η Louis Cruises και το γραφείο μας ως αντιπρόσωπος Βορείου Ελλάδος, με υπερηφάνεια παρουσιάζουν την Celestyal Cruises με μια μοναδική εορταστική προσφορά: Για όλες τις κρατήσεις

More information

Travel & Tourism Sector Ranking Australia

Travel & Tourism Sector Ranking Australia Travel & Tourism Sector Ranking Australia Summary of Findings, November 2013 Introduction Sector Ranking Analysis In order to better understand the importance of the Travel & Tourism industry in a global

More information

growing sources of employment in the country. In

growing sources of employment in the country. In SRI LANKA 8,000 7,000 6,000 5,000 Fig. 1: Employment by Major Economic Activity ('000s), 2002-2008 Agriculture, Hunting, Forestry, Mining and Wholesale and Retail Trade Hotels and Restaurants Agriculture,

More information

DEVELOPING AND OPERATIONALISING STRATEGIC PRIORITIES FOR A LOW-COST ZERO WASTE MUNICIPALITY

DEVELOPING AND OPERATIONALISING STRATEGIC PRIORITIES FOR A LOW-COST ZERO WASTE MUNICIPALITY DEVELOPING AND OPERATIONALISING STRATEGIC PRIORITIES FOR A LOW-COST ZERO WASTE MUNICIPALITY Karagiannidis A. 1, Karkanias C. 1, Samaras P. 2 1 Laboratory of Heat Transfer and Environmental Engineering,

More information

SECTOR SUB-SECTOR BRANCH SUB-BRANCH

SECTOR SUB-SECTOR BRANCH SUB-BRANCH 01000 Energy 01100 Energy 01110 Energy & 01000 01100 01110 01112 01000 01100 01120 Oil, Gas & Consumable Fuels 01000 01100 01120 01122 01111 Oil & Gas Drilling Oil & Gas & 01121 Integrated Oil & Gas Oil

More information

SURVEY OF EMPLOYMENT AND EARNINGS IN LARGE ESTABLISHMENTS. March 2011 (Preliminary results)

SURVEY OF EMPLOYMENT AND EARNINGS IN LARGE ESTABLISHMENTS. March 2011 (Preliminary results) SURVEY OF EMPLOYMENT AND EARNINGS IN LARGE ESTABLISHMENTS March 2011 (Preliminary results) 1. Introduction Statistics Mauritius carries out, every year in March, the Survey of Employment and Earnings in

More information

INTERNATIONAL COMPETITIVENESS LABOR PRODUCTIVITY LEADERSHIP AND CONVERGENCE AMONG 14 OECD COUNTRIES

INTERNATIONAL COMPETITIVENESS LABOR PRODUCTIVITY LEADERSHIP AND CONVERGENCE AMONG 14 OECD COUNTRIES INTERNATIONAL COMPETITIVENESS LABOR PRODUCTIVITY LEADERSHIP AND CONVERGENCE AMONG 14 OECD COUNTRIES Morton Schnabel * Office of Business and Industrial Analysis Office of Policy Development Economics and

More information

Business Major Industries Summary

Business Major Industries Summary Business Major Industries Summary Geography: Youngstown The number of businesses in the Business/Households data includes more small business entities, therefore the count of businesses under that tab

More information

PRINCIPAL BUSINESS ACTIVITIES OF THE COMPANY

PRINCIPAL BUSINESS ACTIVITIES OF THE COMPANY PRINCIPAL BUSINESS ACTIVITIES OF THE COMPANY S. No. Field Name Instructions II Number of business Enter the number of business undertaken by the company. II Main code Based on the number of business undertaken,

More information

ENERGY AND INFRASTRUCTURE NEEDS IN INDIA :AN INPUT-OUTPUT ANALYSIS

ENERGY AND INFRASTRUCTURE NEEDS IN INDIA :AN INPUT-OUTPUT ANALYSIS ENERGY AND INFRASTRUCTURE NEEDS IN INDIA :AN INPUT-OUTPUT ANALYSIS Joyashree Roy 1 Faculty at Department of Economics, Jadavpur University, India & Visiting Fellow at Lawrence Berkeley National Laboratory,

More information

education. In contrast, workers engaged in fishing worked an average of 61.7 hours per

education. In contrast, workers engaged in fishing worked an average of 61.7 hours per THAILAND 40,000 Fig. 1: Employment by Major Economic Activity ('000s), 2002-2008 Agriculture, Forestry, Agriculture, Forestry & 35,000 30,000 25,000 20,000 15,000 10,000 5,000 0 2002 2004 2006 2008 Mining

More information

NEW YORK DBL BENEFITS FROM THE HARTFORD.

NEW YORK DBL BENEFITS FROM THE HARTFORD. GROUP BENEFITS Rate guide: Effective February 1, 2012 NEW YORK DBL BENEFITS FROM THE HARTFORD. More disability benefit choices for NY employers with 10 to 99 employees. THE HARTFORD EXPANDS NY DISABILITY

More information

Total Employees 9,863 17,107 Total Establishments 448 1,751

Total Employees 9,863 17,107 Total Establishments 448 1,751 Business Comparison Geography: ZIP - 98498, ZIP - The total number of businesses in the demographic reports may be higher due to the roll-up of additional small business entities not otherwise contained

More information

Thomson Reuters Business Classification

Thomson Reuters Business Classification Classification Structure 2012 Economic Sector: 50 Energy 5010 Energy - Fossil Fuels 501010 Coal 50101010 Coal 501020 Oil & Gas 50102010 Integrated Oil & Gas 50102020 Oil & Gas Exploration and Production

More information

GICS system sectors and industries

GICS system sectors and industries GICS system sectors and industries In studying the share markets any where around the world, it can be useful to compare companies that are somewhat similar in what they do. That is, for example, to compare

More information

The Economic Impacts of Reducing. Natural Gas and Electricity Use in Ontario

The Economic Impacts of Reducing. Natural Gas and Electricity Use in Ontario The Economic Impacts of Reducing Natural Gas and Electricity Use in Ontario Prepared for Blue Green Canada July 2013 Table of Contents Executive Summary... i Key Findings... i Introduction...1 Secondary

More information

PART TIME FARMING IN CYPRUS

PART TIME FARMING IN CYPRUS AGRICULTURAL ECONOMICS REPORT 40 ISSN 0379-0827 PART TIME FARMING IN CYPRUS A. Antoniades and Chr. Papayiannis AGRICULTURAL RESEARCH INSTITUTE MINISTRY OF AGRICULTURE, NATURAL RESOURCES AND THE ENVIRONMENT

More information

This is to signify that

This is to signify that This is to signify that TQA ULUSLARARASI BELGELENDIRME TEKNIK KONTROL EĞITIM İÇ VE DIŞ TIC. LTD. ŞTI. FERHUNİYE MH. SULTANŞAH CD. BELEDİYE İŞHANI NO: 46/22 SELÇUKLU, KONYA TÜRKİYE Management System Certification

More information

The Economic Impact of the New Hospital on the Economy of Drumright, Creek County, Oklahoma

The Economic Impact of the New Hospital on the Economy of Drumright, Creek County, Oklahoma The Economic Impact of the New Hospital on the Economy of Drumright, Creek County, Oklahoma Drumright Creek County Oklahoma Cooperative Extension Service Oklahoma Office of Rural Health Rural Health Policy

More information

0.5 Miles: N ANN ARBOR ST & E MICHIGAN AVE SALINE, MI 48176. Total Employees 1,492 3,240 4,955 Total Establishments 184 403 595

0.5 Miles: N ANN ARBOR ST & E MICHIGAN AVE SALINE, MI 48176. Total Employees 1,492 3,240 4,955 Total Establishments 184 403 595 Business Comparison Geography: 0.5 Miles: N ANN ARBOR ST &, 1 Mile: N ANN ARBOR ST & E MICHIGAN AVE SALINE, MI, 2 Miles: N ANN ARBOR ST & The total number of businesses in the demographic reports may be

More information

Explaining the changing input-output multipliers in South African: 1980-2010

Explaining the changing input-output multipliers in South African: 1980-2010 Explaining the changing input-output multipliers in South African: 1980-2010 Le Roux Burrows Anthonie P. Botha # Paper presented at the Biennial Conference of the Economic Society of South Africa 25-27

More information

WORLD BANK CHINA RESEARCH PAPER NO. 8

WORLD BANK CHINA RESEARCH PAPER NO. 8 WORLD BANK CHINA RESEARCH PAPER NO. 8 RAW MATERIAL PRICES, WAGES, AND PROFITABILITY IN CHINA S INDUSTRY HOW WAS PROFITABILITY MAINTAINED WHEN INPUT PRICES AND WAGES INCREASED SO FAST? Song-Yi Kim * / and

More information

Policy on Scoping Quality/Environmental Management Systems Certification Bodies

Policy on Scoping Quality/Environmental Management Systems Certification Bodies Policy on Scoping Quality/Environmental Management Systems Certification Bodies Purpose: The purpose of this policy is to ensure that the International Accreditation Service (IAS) applicants and accredited

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 ISO/IEC 17021:2011 to provide quality management systems Stocking Lane High Wycombe Buckinghamshire HP14 4ND Contact: Mr Alan Gower Tel: +44

More information

Ministry of Economic Development

Ministry of Economic Development Ministry of Economic Development Department of Communications Contribution of ICT to economic growth in Italy: Input Output analysis DEPARTMENT OF COMMUNICATIONS Relatore: n Claudio Di Carlo claudio.dicarlo@sviluppoeconomico.gov.it

More information

KING COLLEGE SCHOOL OF BUSINESS KING COLLEGE REGIONAL ECONOMIC STUDIES (KCRES) KCRES PAPER NO. 4, May 2012

KING COLLEGE SCHOOL OF BUSINESS KING COLLEGE REGIONAL ECONOMIC STUDIES (KCRES) KCRES PAPER NO. 4, May 2012 KING COLLEGE SCHOOL OF BUSINESS KING COLLEGE REGIONAL ECONOMIC STUDIES (KCRES) KCRES PAPER NO. 4, May 2012 Economic Impact Multipliers for the Coalfield Region of Southwestern Virginia The Coalfield Region

More information

Trinidad and Tobago. Table 1: GDP Value Added by Industry (Million Dollars, Constant Prices) & % Share in Total Value Added

Trinidad and Tobago. Table 1: GDP Value Added by Industry (Million Dollars, Constant Prices) & % Share in Total Value Added TRINIDAD AND TOBAGO 600 Fig. 1: Employment by Major Economic Activity ('000s), 2000-2008 Agriculture, Hunting, Forestry and Fishing Community, Social & Personal 500 400 300 200 100 100,000 90,000 80,000

More information

Map of proposed GRI Business Activity Groups to Thomson Reuters Business Classification (TRBC)

Map of proposed GRI Business Activity Groups to Thomson Reuters Business Classification (TRBC) Additional information about the project can be found at https://www.globalreporting.org/reporting/sector-guidance/topics-research/pages/default.aspx Map of proposed GRI Business Activity Groups to Thomson

More information

GOVERNMENT OF INDIA MINISTRY OF STATISTICS AND PROGRAMME IMPLEMENTATION

GOVERNMENT OF INDIA MINISTRY OF STATISTICS AND PROGRAMME IMPLEMENTATION This Press Release is embargoed against publication, telecast or circulation on internet till 5.30 pm today i.e. 29th January, 2016. GOVERNMENT OF INDIA MINISTRY OF STATISTICS AND PROGRAMME IMPLEMENTATION

More information

Agricultural Technology and Marketing Margins in Vietnam 1. Henning Tarp Jensen Department of Economics University of Copenhagen

Agricultural Technology and Marketing Margins in Vietnam 1. Henning Tarp Jensen Department of Economics University of Copenhagen A Study Prepared under the CIEM-Danida Project Strengthening the Development Research and Policy Analysis Capacity of CIEM funded by the Danida Poverty Reduction Grant (PRG) Agricultural Technology and

More information

Economic Impact of Skidmore College on Saratoga County

Economic Impact of Skidmore College on Saratoga County Economic Impact of Skidmore College on Saratoga County July 29, 2011 Capital District Regional Planning Commission One Park Place, Suite 102, Albany, New York 12205 518 / 453-0850 Fax: 518 / 453-0856 e-mail:

More information

21 - MINING. 42 0.87% 221 Utilities 42 0.87% 6,152 0.68 23 - CONSTRUCTION

21 - MINING. 42 0.87% 221 Utilities 42 0.87% 6,152 0.68 23 - CONSTRUCTION Total of State, Local Government and Private Sector 11 - AGRICULTURE, FORESTRY, FISHING & HUNTING 21 - MINING 4,824 71 1.47% 111 Crop Production 24 0.50% 2,754 0.87 112 Animal Production 35 0.73% 5,402

More information

Survey Data Analysis with China and US Geo-Explorers. Shuming Bao China Data Center University of Michigan

Survey Data Analysis with China and US Geo-Explorers. Shuming Bao China Data Center University of Michigan Survey Data Analysis with China and US Geo-Explorers Shuming Bao China Data Center University of Michigan Topics 1. Exploring local amenity data (environmental data) with China Geo-Explorer 2. Integrating

More information

THE COMPOSITION OF BUSINESS ESTABLISHMENTS IN SMALLER AND LARGER COMMUNITIES IN CANADA

THE COMPOSITION OF BUSINESS ESTABLISHMENTS IN SMALLER AND LARGER COMMUNITIES IN CANADA Rural and Small Town Canada Analysis Bulletin Vol. 1, No. 3 (February 1999) Catalogue no. 21-006-XIE THE COMPOSITION OF BUSINESS ESTABLISHMENTS IN SMALLER AND LARGER COMMUNITIES IN CANADA Robert Mendelson

More information

Trade, Energy, and Carbon Dioxide: An Analysis for the Two Economies of Ireland

Trade, Energy, and Carbon Dioxide: An Analysis for the Two Economies of Ireland Journal of the Statistical and Social Inquiry Society of Ireland Vol. XLI Trade, Energy, and Carbon Dioxide: An Analysis for the Two Economies of Ireland Marie Hyland, Anne Jennings and Richard S.J. Tol

More information

Oil Analysis Services

Oil Analysis Services Oil Analysis Services for the European Markets by Pro-Action and Valuation & Research Specialists (VRS) June 2012 Pro-Action www.proaction.gr Value Invest www.valueinvest.gr Investment Research & Analysis

More information

R&D AND ENVIRONMENTAL OBJECTIVES OF THE EUROPE 2020 STRATEGY: ASSESSMENT BY THE NEMESIS MODEL

R&D AND ENVIRONMENTAL OBJECTIVES OF THE EUROPE 2020 STRATEGY: ASSESSMENT BY THE NEMESIS MODEL R&D AND ENVIRONMENTAL OBJECTIVES OF THE EUROPE 2020 STRATEGY: ASSESSMENT BY THE NEMESIS MODEL 1 Francis BOSSIER Arnaud FOUGEYROLLAS Antoine MELON Brussels, June 11th 2010 OUTLINE 1. Origin of the model

More information

Intermedia Global Ltd, VAT Reg. No. 817 4168 23 Company registration No. 4821034

Intermedia Global Ltd, VAT Reg. No. 817 4168 23 Company registration No. 4821034 Axis Business Base Postal Addresses 2.9m Phone Numbers 2.6m Email Addresses 1.1m Contacts 4.1m Description/Profile The Axis Business Base is a tele-verified database and one of the most comprehensive and

More information

*Estonian Education tree Haridusepuu_2010_ENG[1].pdf

*Estonian Education tree Haridusepuu_2010_ENG[1].pdf Merlin Müür Estonian Education tree Haridusepuu_2010_ENG[1].pdf * *School attendance is compulsory for children who become seven by 1st October of the current year. Compulsory school attendance lasts until

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 ISO/IEC 17021:2011 to provide environmental management systems certification to Unit 6, Gordano Court Gordano Gate Business Park Serbert Close

More information

We look forward to serving you!

We look forward to serving you! Dear Construction Customer: Enclosed you will find your DP&L Electric Construction Packet. This packet provides you with the information needed to obtain your new electric service or electric service change

More information

GENERAL INFORMATION FORM -- AUTHORIZATION APPLICATION NAICS CODES GENERAL INFORMATION

GENERAL INFORMATION FORM -- AUTHORIZATION APPLICATION NAICS CODES GENERAL INFORMATION GIF CODES COMMONWEALTH OF PENNSYLVANIA DEPARTMENT OF ENVIRONMENTAL PROTECTION GENERAL INFORMATION FORM -- AUTHORIZATION APPLICATION NAICS CODES GENERAL INFORMATION The United States has a new industry

More information

Dimitrios Anastasiou Curriculum Vitae PRESENT POSITION

Dimitrios Anastasiou Curriculum Vitae PRESENT POSITION Dimitrios Anastasiou Curriculum Vitae PRESENT POSITION Assistant Professor of Special Education Department of Elementary Education University of Western Macedonia 3 rd km highway Nikis Florinas 53100 Florina,

More information

The Role of Green Electricity Purchases in Reducing Commercial/Institutional Entity s Carbon Footprint

The Role of Green Electricity Purchases in Reducing Commercial/Institutional Entity s Carbon Footprint The Role of Green Electricity Purchases in Reducing Commercial/Institutional Entity s Carbon Footprint Extended Abstract #66 Y. Anny Huang 1, Christopher L. Weber 2, and H. Scott Matthews 3 1 Formerly

More information

E-Commerce Inquiry to Business 2000

E-Commerce Inquiry to Business 2000 E-Commerce Inquiry to Business 2 Magdalen Williams Financial, International and Innovation Inquiries Division Office for National Statistics E-mail: info@statistics.gov.uk National Statistics customer

More information

There are 6 base years in China GDP estimation history. The base year of 1952-1956

There are 6 base years in China GDP estimation history. The base year of 1952-1956 Improvement in Real GDP Estimation by Production Approach Zhang Dongyou 1. Summarize As GDP estimation at current price, production approach for China GDP estimation at constant price which based on National

More information

Macroeconomic. impact of the Wind Energy Sector in Belgium

Macroeconomic. impact of the Wind Energy Sector in Belgium Macroeconomic impact of the Wind Energy Sector in Belgium Report December 2012 For further information please visit www.deloitte.es Deloitte provides audit, tax and legal advisory, consulting and corporate

More information

TOP-DOWN DATA ANALYSIS WITH TREEMAPS

TOP-DOWN DATA ANALYSIS WITH TREEMAPS TOP-DOWN DATA ANALYSIS WITH TREEMAPS Martijn Tennekes, Edwin de Jonge Statistics Netherlands (CBS), P.0.Box 4481, 6401 CZ Heerlen, The Netherlands m.tennekes@cbs.nl, e.dejonge@cbs.nl Keywords: Abstract:

More information

Does the interaction between service and manufacturing explain the recent trends in export specialisation? A look at the evidence from the EU

Does the interaction between service and manufacturing explain the recent trends in export specialisation? A look at the evidence from the EU PRELIMINARY AND INCOMPLETE PLEASE DO NOT QUOTE Does the interaction between service and manufacturing explain the recent trends in export specialisation? A look at the evidence from the EU Novella Bottini

More information

Mapping Global Value Chains

Mapping Global Value Chains Mapping Global Value Chains Koen De Backer Sébastien Miroudot OECD Final WIOD Conference: Causes and Consequences of Globalization Groningen, The Netherlands, April 24-26, 2012. Why focusing on GVCs? A

More information

Consumer Behavior in Tourism Symposium 2013. ESTIMATING THE CARBON FOOTPRINT OF TOURISM IN SOUTH TYROL Mattia Cai

Consumer Behavior in Tourism Symposium 2013. ESTIMATING THE CARBON FOOTPRINT OF TOURISM IN SOUTH TYROL Mattia Cai Consumer Behavior in Tourism Symposium 2013 ESTIMATING THE CARBON FOOTPRINT OF TOURISM IN SOUTH TYROL Mattia Cai Overview Aim: Quantify the greenhouse gas (GHG) emissions associated with tourism in South

More information

Business and Agricultural Loans

Business and Agricultural Loans Business and Agricultural Loans Business Loan Proposals Fund based business requirements. Non fund based business requirement. Classification of Loans based on Loan Pricing Sub-PLR (Prime Lending Rate)

More information

Scope of Capital Measurement and Classifications

Scope of Capital Measurement and Classifications From: Measuring Capital - OECD Manual 2009 Second edition Access the complete publication at: http://dx.doi.org/10.1787/9789264068476-en Scope of Capital Measurement and Classifications Please cite this

More information

DIPLOMA SUPPLEMENT. Place of birth:

DIPLOMA SUPPLEMENT. Place of birth: UNIVERSITY OF MACEDONIA ECONOMIC AND SOCIAL SCIENCES DEPARTMENT OF APPLIED INFORMATICS Egnatia 156, 54006 Thessaloniki, Greece, Tel. +302310891218 - FAX: +302310891290 - website: http://www.uom.gr - e-mail:

More information

A STRUCTURAL AND ECONOMIC ANALYSIS OF FARMING IN CYPRUS

A STRUCTURAL AND ECONOMIC ANALYSIS OF FARMING IN CYPRUS AGRICULTURAL ECONOMICS REPORT 38 ISSN 0379-0827 A STRUCTURAL AND ECONOMIC ANALYSIS OF FARMING IN CYPRUS Chr. Papayiannis and M. Markou AGRICULTURAL RESEARCH INSTITUTE MINISTRY OF AGRICULTURE, NATURAL RESOURCES

More information

Response to the Energy White Paper Issues Paper PREPARED BY EMC ENGINEERING FOR THE AUSTRALIAN GOVERNMENT DEPARTMENT OF INDUSTRY

Response to the Energy White Paper Issues Paper PREPARED BY EMC ENGINEERING FOR THE AUSTRALIAN GOVERNMENT DEPARTMENT OF INDUSTRY Response to the Energy White Paper Issues Paper PREPARED BY EMC ENGINEERING FOR THE AUSTRALIAN GOVERNMENT DEPARTMENT OF INDUSTRY i P a g e www.energym adeclean.com CONTENTS

More information

Terminology in times of economic and political globalisation. Η ορολογία σε καιρούς οικονομικής και πολιτικής παγκοσμιοποίησης. Jan Roukens ABSTRACT

Terminology in times of economic and political globalisation. Η ορολογία σε καιρούς οικονομικής και πολιτικής παγκοσμιοποίησης. Jan Roukens ABSTRACT Terminology in times of economic and political globalisation Jan Roukens ABSTRACT The consequences of globalisation increased interest for language diversity, in Europe and hopefully worldwide. Multilingualism

More information

How To Create A Health Fund For Bank Employees

How To Create A Health Fund For Bank Employees Κοινωνική Συνοχή και Ανάπτυξη 2014 9 (1), 63-81 Social Cohesion and Development 2014 9 (1), 63-81 Is there Health Insurance in Greece outside EOPYY? Feasibility analysis of creating an independent, private

More information

// BRIEF STATISTICS 2014

// BRIEF STATISTICS 2014 // BRIEF STATISTICS 2014 // TAXATION IN FINLAND Finland s taxation is subject to decisions by the Finnish Parliament, the European Union and the municipalities of Finland. It is governed by tax legislation,

More information

MN Lake Superior Watershed Stream Science Symposium: Economic Aspects of Stream Restoration Henry Eichman USDA Forest Service, TEAMS Enterprise Unit

MN Lake Superior Watershed Stream Science Symposium: Economic Aspects of Stream Restoration Henry Eichman USDA Forest Service, TEAMS Enterprise Unit MN Lake Superior Watershed Stream Science Symposium: Economic Aspects of Stream Restoration Henry Eichman USDA Forest Service, TEAMS Enterprise Unit Non market values, Ecosystem Services Economic Objectives

More information

First record of Stenodiplosis sorghicola on sorghum in Greece

First record of Stenodiplosis sorghicola on sorghum in Greece SHORT COMMUNICATION ENTOMOLOGIA HELLENICA 20 (2011): 48-52 First record of Stenodiplosis sorghicola on sorghum in Greece A.E. TSAGKARAKIS 1*, N.G. EMMANOUEL 1 AND G.N. SCARAKIS 2 1 Laboratory of Agricultural

More information

Enhancing the value of Health Care Services at a regional level

Enhancing the value of Health Care Services at a regional level Enhancing the value of Health Care Services at a regional level Dr. Galina Williams 1 (Ivanova) and Dr. Delwar Akbar 2 1 School of Business and Law, CQUniversity, 160 Ann Street, Brisbane, Queensland,

More information

Regional Economic Impact Analysis

Regional Economic Impact Analysis Section III: Applying Knowledge Regional Economic Impact Analysis Summary In this activity, teachers present a lecture related to assessing regional economic impacts and students use this knowledge to

More information

An analysis of the drivers behind the fall in direct investment earnings and their impact on the UK's current account deficit

An analysis of the drivers behind the fall in direct investment earnings and their impact on the UK's current account deficit Article An analysis of the drivers behind the fall in direct investment earnings and their impact on the UK's current account deficit The UK current account deficit continued to widen in 2015, marking

More information

2015/2016 CPSA Media Kit

2015/2016 CPSA Media Kit 2015/2016 CPSA Media Kit The Canadian Professional Sales Association (CPSA) has been serving business travelers since 1874. For over 140 years, CPSA has been helping sales professionals and business executives

More information

Usability of sickness absence data from selected European member states for workrelated

Usability of sickness absence data from selected European member states for workrelated Annex 7: Usability of sickness absence data from selected European member states for workrelated health reporting Feasibility study as part of work package 4 Improving indicators of the project WORKHEALTH

More information

Gross Domestic Product Province of Buenos Aires

Gross Domestic Product Province of Buenos Aires Gross Domestic Product Province of Buenos Aires This report describes the preliminary results for 2011. November 15, 2012 Ministry of Economy Under-secretariat of Economic Coordination Provincial Office

More information

DRAFT. All NAICS. 3-Digit NAICS BP C 3 P 76 X 0 BP C 0 P 0 X 2 OC C 29 P 44 X 35 OC C 0 P 0 X 2 MH C 96 MH C 8 P 37 X 62 P 1107 X 587

DRAFT. All NAICS. 3-Digit NAICS BP C 3 P 76 X 0 BP C 0 P 0 X 2 OC C 29 P 44 X 35 OC C 0 P 0 X 2 MH C 96 MH C 8 P 37 X 62 P 1107 X 587 All NAICS 3-Digit NAICS BP C 3 P 76 X 0 OC C 29 P 44 X 35 MH C 96 P 1107 X 587 BP C 0 P 0 X 2 OC C 0 P 0 X 2 MH C 8 P 37 X 62 ML C 66 P 958 X 772 ML C 4 P 34 X 69 A. Resource Uses. 11 Agriculture, Forestry,

More information

Technical Note: Global Industry Classification Standards (GICS) CDP info@cdp.net +44 (0) 20 7970 5660 www.cdp.net

Technical Note: Global Industry Classification Standards (GICS) CDP info@cdp.net +44 (0) 20 7970 5660 www.cdp.net Technical Note: Global Industry Classification Standards (GICS) CDP info@cdp.net +44 (0) 20 7970 5660 www.cdp.net 1 The Global Industry Classification Standard structure consists of 10 sectors, 24 industry

More information

CONTENTS LEVY. (Prepared by Ian G. Heggie, revised March 1999) 1. Weight-Distance Charges...2. 2. Exempting Non-Road Users...3

CONTENTS LEVY. (Prepared by Ian G. Heggie, revised March 1999) 1. Weight-Distance Charges...2. 2. Exempting Non-Road Users...3 CONTENTS EXEMPTING NON-ROAD USERS FROM PAYING THE DIESEL LEVY (Prepared by Ian G. Heggie, revised March 1999) 1. Weight-Distance Charges...2 2. Exempting Non-Road Users...3 3. Coloring Un-Taxed Diesel...3

More information

Alberta Economic Multipliers

Alberta Economic Multipliers Alberta Economic Multipliers 2011 Representations and Warranties Government of Alberta, 2015 The information contained in this publication is based on the 2011 Input tables produced by Statistics Canada.

More information

IMPACT OF AGRICULTURE, MANUFACTURING AND SERVICE INDUSTRY ON THE GDP GROWTH OF PAKISTAN

IMPACT OF AGRICULTURE, MANUFACTURING AND SERVICE INDUSTRY ON THE GDP GROWTH OF PAKISTAN IMPACT OF AGRICULTURE, MANUFACTURING AND SERVICE INDUSTRY ON THE GDP GROWTH OF PAKISTAN ABDUL RAZZAQ NAZISH (Corresponding Author) ABDULLAH IQBAL Dr. MUHAMMAD RAMZAN SUPERIOR UNIVERSITY, Raiwind Road,

More information

Modeling of the impacts of monetary and fiscal policy in the Russian economy with GE-IO model of Russia with aggregated money and currency markets*

Modeling of the impacts of monetary and fiscal policy in the Russian economy with GE-IO model of Russia with aggregated money and currency markets* Modeling of the impacts of monetary and fiscal policy in the Russian economy with GE-IO model of Russia with aggregated money and currency markets* Vadim Gilmundinov Novosibirsk National Research State

More information

The production cost of sheep milk in intensive and extensive breeding farms in Greece

The production cost of sheep milk in intensive and extensive breeding farms in Greece The production cost of sheep milk in intensive and extensive breeding farms in Greece Alexandra Sintori 1 and Konstantinos Tsiboukas 1 1 Agricultural University of Athens, Department of Agricultural Economics

More information

IAF Mandatory Document. Witnessing Activities for the Accreditation of Management Systems Certification Bodies. Issue 1, Version 2 (IAF MD 17:2015)

IAF Mandatory Document. Witnessing Activities for the Accreditation of Management Systems Certification Bodies. Issue 1, Version 2 (IAF MD 17:2015) IAF Mandatory Document Witnessing Activities for the Accreditation of Management Systems Certification Bodies (IAF MD 17:2015) Witnessing Activities for the Accreditation Page 2 of 18 The (IAF) facilitates

More information

Supplier Diversity Program. Ensure a diversity of small businesses work with the Smithsonian to accomplish the Institution s mission.

Supplier Diversity Program. Ensure a diversity of small businesses work with the Smithsonian to accomplish the Institution s mission. SDP Goals Supplier Diversity Program Ensure a diversity of small businesses work with the Smithsonian to accomplish the Institution s mission. Accomplish success through each museum, research institute

More information

Business-Facts: 3 Digit NAICS Summary 2015

Business-Facts: 3 Digit NAICS Summary 2015 Business-Facts: Digit Summary 5 5 Demographics Radius : 9 CHAPEL ST, NEW HAVEN, CT 65-8,. -.5 Miles, Agriculture, Forestry, Fishing and Hunting Crop Production Animal Production and Aquaculture Forestry

More information

Statistical release P9119.4

Statistical release P9119.4 Statistical release Financial statistics of consolidated general government 2013/2014 Embargoed until: 23 November 2015 09:00 Enquiries: Forthcoming issue: Expected release date User information services

More information

REGIONAL MULTIPLIERS, INEQUALITIES AND PLANNING IN GREECE

REGIONAL MULTIPLIERS, INEQUALITIES AND PLANNING IN GREECE South-Eastern Europe Journal of Economics 1 (2008) 53-77 REGIONAL MULTIPLIERS, INEQUALITIES AND PLANNING IN GREECE SERAFEIM POLYZOS a*, SPYROS SOFIOS b a,b University of Thessaly Abstract In this paper

More information

ΑΝΑΚΟΙΝΩΣΗ. Οι ενδιαφερόµενοι πρέπει να επικοινωνούν απευθείας µε τις εργοδότριες επιχειρήσεις, οι οποίες και θα κάνουν την επιλογή.

ΑΝΑΚΟΙΝΩΣΗ. Οι ενδιαφερόµενοι πρέπει να επικοινωνούν απευθείας µε τις εργοδότριες επιχειρήσεις, οι οποίες και θα κάνουν την επιλογή. ΕΛΛΗΝΙΚΗ ΠΡΕΣΒΕΙΑ ΣΤΗ ΣΕΟΥΛ ΓΡΑΦΕΙΟ ΟΙΚΟΝΟΜΙΚΩΝ & ΕΜΠΟΡΙΚΩΝ ΥΠΟΘΕΣΕΩΝ Rm 2511, Janggyo Bldg, Janggyo-dong 1, Chung-ku, Seoul, Korea 100-760 Τηλ: +82-2-754-8292, Fax: +82-2-754-8293 E-mail: ecocom-seoul@mfa.gr

More information

Calgary Small Businesses: Fact Sheet

Calgary Small Businesses: Fact Sheet Calgary Small Businesses: Fact Sheet Calgary small businesses account for nearly 95 per cent of all businesses they are a driving force within the city s business community. Small business owners have

More information

Economic and Electricity Demand Analysis and. Comparison of the Council s 1995 Forecast to Current Data

Economic and Electricity Demand Analysis and. Comparison of the Council s 1995 Forecast to Current Data Economic and Electricity Demand Analysis and Comparison of the Council s 1995 Forecast to Current Data By Debbie Hollen, Research Associate, BPA 1 September, 21 Introduction Energy is a critical component

More information

INDUSTRIES W/PEER GROUPS 11/30/2015 CONSUMER SECTOR

INDUSTRIES W/PEER GROUPS 11/30/2015 CONSUMER SECTOR INDUSTRIES W/PEER GROUPS 11/30/2015 AUTOMOTIVE GROUP 1. Auto Parts Original Equipment 1-4 Replacement Equipment 5-7 2. Auto & Truck Mfg. 1-4 3. Tire & Rubber 1 CONSUMER SECTOR CONSUMER GOODS GROUP 4. Cosmetics

More information

Deforestation in Indonesia: A Household Level Analysis of the Role of Forest Income Dependence and Poverty

Deforestation in Indonesia: A Household Level Analysis of the Role of Forest Income Dependence and Poverty Deforestation in Indonesia: A Household Level Analysis of the Role of Forest Income Dependence and Poverty Ririn S. Purnamasari Department of Economics The University of Melbourne Organization of the Presentation

More information

Economic Contributions of Pacific Gas and Electric Company

Economic Contributions of Pacific Gas and Electric Company Economic Contributions of Pacific Gas and Electric Company February 2014 Prepared for: Pacific Gas and Electric Company 77 Beale Street San Francisco, CA 94105 www.pge.com Prepared by: 400 Capitol Mall,

More information

Think About Energy Summit

Think About Energy Summit Think About Energy Summit Richard Wobbekind Senior Associate Dean Executive Director Business Research Division Leeds School of Business Mining GDP, Employment, and Wages Share of Colorado Economy GDP

More information

National Heavy Duty Truck Transportation Efficiency Macroeconomic Impact Analysis

National Heavy Duty Truck Transportation Efficiency Macroeconomic Impact Analysis National Heavy Duty Truck Transportation Efficiency Macroeconomic Impact Analysis Prepared for the: Union of Concerned Scientists 2397 Shattuck Ave., Suite 203 Berkeley, CA 94704 Prepared by: Marshall

More information