Abstract
An environmentally extendedSocial Accounting Matrix (SAM) has beenconstructed for Brazil for the first time. Wereview in detail previous studies in thisfield, describe the construction, structure anddata sources of the Brazilian SAM, anddemonstrate the effect of system closure.Examining a range of type-I and type-IImultipliers, we show that incomes generated byfinal consumption are highly skewed towardsrich households, but energy requirements andcarbon emissions are higher for the consumptionof the poor. A significant negative correlationexists between employment and income on onehand, and energy requirements and carbonemissions on the other, while a significantpositive correlation exists between imports,and energy and carbon. These correlationsdemonstrate that there is scope for policiesthat pursue imports substitution and reduceenergy consumption and carbon emissions whilstincreasing employment and income.
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Alarcón, J., J. van Heemst and N. de Jong (2000), ‘Extending the SAM with Social and Environmental Indicators: An Application to Bolivia’, Economic Systems Research 12(4), 473–496.
Australian Bureau of Statistics (1998a), Forest Account, Australia. ABS Catalogue No. 4609.0, Canberra, Australia: Australian Bureau of Statistics.
Australian Bureau of Statistics (1998b), Mineral Account, Australia. ABS Catalogue No. 4608.0, Canberra, Australia: Australian Bureau of Statistics.
Australian Bureau of Statistics (1999), Fish Account, Australia. ABS Catalogue No. 4607.0, Canberra, Australia: Australian Bureau of Statistics.
Australian Bureau of Statistics (2000), Water Account for Australia. ABS Catalogue No. 4610.0, Canberra, Australia: Australian Bureau of Statistics.
Australian Bureau of Statistics (2001), Energy and Greenhouse Gas Emissions Accounts, Australia. ABS Catalogue No. 4604.0, Canberra, Australia: Australian Bureau of Statistics.
Baer, W., M.A.R. da Fonseca and J.J.M. Guilhoto (1987), ‘Structural Changes in Brazil's Industrial Economy, 1960-1990’, World Development 14, 275–286.
Balboa, M. (1963), ‘Construction and Use of Input-output Tables in Latin American Countries’, in T. Barna, ed., Structural Interdependence and Economic Development. London, UK: MacMillan & Co Ltd.
Barker, T. and B. Gardiner (1995), ‘Employment and Pricing in the European Union’, in C. Carraro and D. Siniscalco, eds., Environmental Fiscal Reform and Unemployment. Dordrecht, Netherlands: Kluwer Academic Publishing.
Bartelmus, P., C. Stahmer and J. van Tongeren (1991), ‘Integrated Environmental and Economic Accounting: Framework for a SNA Satellite System’, Review of Income and Wealth 37(2), 111–148.
Batey, P.W.J. (1985), ‘Input-output Models for Regional Demographic-economic Analysis: Some Structural Comparisons’, Environment and Planning A 17(1), 73–99.
Batey, P.W.J., M. Madden and M.J.Weeks (1987), ‘Household Income and Expenditure in Extended Input-output Models: A Comparative Theoretical and Empirical Analysis’, Journal of Regional Science 27(3), 341–356.
Batey, P.W.J. and A.Z. Rose (1990), ‘Extended Input-output Models: Progress and Potential’, International Regional Science Review 13(1&2), 27–49.
Batey, P.W.J. and M.J. Weeks (1987), ‘An Extended Input-output Model Incorporating Employed, Unemployed, and In-migrant Households’, Papers of the Regional Science Association 62, 93–115.
Batey, P.W.J. and M.J. Weeks (1989), ‘The Effects of Household Disaggregation in Extended Inputoutput Models’, in R.E. Miller, K.R. Polenske and A.Z. Rose, eds., Frontiers of Input-Output Analysis. New York, USA: Oxford University Press.
Bigsten, A. (1995), ‘Social Accounting Matrices and Income Distribution Analysis in Kenya’, in G.J.D. Hewings and M. Madden, eds., Social and Demographic Accounting. Cambridge, UK: Cambridge University Press.
Bradley, I.E. and J.P. Gander (1969), ‘Input-output Multipliers: Some Theoretical Comments’, Journal of Regional Science 9(2), 309–317.
Bulmer-Thomas, V. (1982), Input-Output Analysis in Developing Countries. Chichester, UK: John Wiley & Sons Ltd.
Cavalcanti, J.E.A. (1997), ‘Distribuição setorial da renda: seus efeitos de indução na economia brasileira’, Pesquisa e Planejamento Econômico 27(1), 141–184.
Cavalcanti, J.E.A. (2001), ‘Income Distributive Effects in the Brazilian Economy’, Economic Systems Research 13(3), 275–287.
Cella, G. (1984), ‘The Input-output Measurement of Interindustry Linkages’, Oxford Bulletin of Economics and Statistics 46(1), 73–84.
Chander, R., S. Gnasegarah, G. Pyatt and J.I. Round (1980), ‘Social Accounts and the Distribution of Income: The Malaysian Economy in 1970’, Review of Income and Wealth 26(1), 67–85.
Chapman, P.F. (1975), ‘The Energy Costs of Materials’, Energy Policy 3(2), 47–57.
Clements, B.J. (1990), ‘On the Decomposition and Normalization of Interindustry Linkages’, Economics Letters 33, 337–340.
Clements, B.J. and J.W. Rossi (1991), ‘Interindustry Linkages and Economic Development: The Case of Brazil Reconsidered’, Developing Economies 29(2), 166–187.
Cohen, C.A.M.J., M. Lenzen and R. Schaeffer (2003), ‘Energy Requirements of Households in Brazil’, Energy, submitted.
Cohen, S.I. (1989), ‘Multiplier Analyses in Social Accounting and Input-output Frameworks’, in R.E. Miller, K.R. Polenske and A.Z. Rose, eds., Frontiers of Input-Output Analysis. New York, USA: Oxford University Press.
Cohen, S.I. (1997), ‘Economic Growth of Rich and Poor Countries: A Social Accounting Matrix Approach’, Pakistan Development Review 36(4), 765–790.
Crama, Y., J. Defourny and J. Gazon (1984), ‘Structural Decomposition ofMultipliers in Input-output or Social Accounting Matrix Analysis’, Economie Appliquée 37, 215–222.
da Fonseca, M.A.R. and J.J.M. Guilhoto (1987), ‘Uma análise dos efeitos econômicos de estratégias setoriais’, Revista Brasileira de Economia 41(1), 81–98.
de Andrade, S.C. and S. Najberg (1997), Uma matriz de contabilidade social atualizada para o Brasil. Textos para Discussão 58, Rio de Janeiro, Brazil: Área de Planejamento, Departamento Econômico.
de Avila Bêrni, D. (2000), Structural Changes in the Brazilian Economy between 1959 and 2000. Paper presented at XIII International Conference on Input-Output Techniques, Macerata, Italy: Internet site http://policy.rutgers.edu/cupr/iioa/iioa.htm.
de Haan, M. and S.J. Keuning (1996), ‘Taking the Environment into Account: The NAMEA Approach’, Review of Income and Wealth 42(2), 131–148.
Defourny, J. and E. Thorbecke (1984), ‘Structural Path Analysis and Multiplier Decomposition within a Social Accounting Matrix Framework’, Economic Journal 94, 111–136.
Drud, A., W. Grais and G. Pyatt (1986), ‘Macroeconomic Modeling Based on Social-accounting Principles’, Journal of Policy Modeling 8(1), 111–145.
Eckaus, R.S., D. McCarthy and A. Mohie-Eldin (1981), ‘A Social Accountiung Matrix for Egypt’, Journal of Development Economics 9(2), 183–203.
Folk, H. and B. Hannon (1973), An Energy, Pollution, and Employment Policy Model. Paper presented at Energy: Demand, Conservation, and Institutional Problems, Cambridge, MA, USA: Massachusetts Institute of Technology.
Fritz, O.M., M. Sonis and G.J.D. Hewings (1998), ‘A Miyazawa Analysis of Interactions between Polluting and Non-polluting Sectors’, Structural Change and Economic Dynamics 9(3), 289–305.
Ghosh, A. and A. Sengupta (1984), Income Distribution and the Structure of Production in an Input-output Framework. Paper presented at Seventh International Conference on Input-Output Techniques, New York, NY, USA: United Nations Industrial Development Organization.
Gregory, M. and R. Sinha (1984), ‘Income Distribution in a Macroeconomic Model-Some Estimates for India’, in H.-P. Nissen, ed., Towards Income Distribution Policies, EADI-Book Series 3. Tilburg, Netherlands: European Association of Development Research and Training Institutes.
Haddad, E.A. (1993), The Economic Structure of Minas Gerais. Master Thesis, Urbana-Champaign, IL, USA: University of Illinois.
Hay, R.W. (1980), ‘The Food Accounting Matrix: An Analytical Device for Food Planners’, Oxford Bulletin of Economics and Statistics 42(2), 97–124.
Hellsten, E., S. Ribacke and G. Wickbom (1999), ‘SWEEA-Swedish Environmental and Economic Accounts’, Structural Change and Economic Dynamics 10(1), 39–72.
Hewings, G.J.D., M. da Fonseca, J. Guilhoto and M. Sonis (1989), ‘Key Sectors and Structural Change in the Brazilian Economy: A Comparison of Alternative Approaches and Their Policy Implications’, Journal of Policy Modeling 11(1), 67–90.
Hewings, G.J.D. and R.C. Jensen (1989), ‘Regional, Interregional and Multiregional Input-output Analysis’, in H. Chenery and T.N. Srinivasan, eds., Handbook of Development Economics. Amsterdam, Netherlands: North-Holland.
Hewings, G.J.D. and M. Madden (1995), ‘Social Accounting: Essays in Honour of Sir Richard Stone’, in G.J.D. Hewings and M. Madden, eds., Social and Demographic Accounting. Cambridge, UK: Cambridge University Press.
Hirschman, A.O. (1958), The Strategy of Economic Development. New haven, CT, USA: Yale University Press.
Hoffmann, R. and A. Kageyama (1986), ‘Distribuição de renda no Brasil, entre famílias e entre pessoas, em 1970 e 1980’, Estudos Econômicos 16, 25–51.
Hoffmann, R. and P. Scampini (1995), Desigualdade e pobreza na agricultura do Estado de Minas Gerais, de 1970 a 1990. Paper presented at XXXIII Congresso Brasileiro de Economia e Sociologia Rural, Curitiba, Brazil.
Ike, T. (1999), ‘A Japanese NAMEA’, Structural Change and Economic Dynamics 10(1), 123–149.
Instituto Brasileiro de Geografia e Estatística (1997), Matriz de Insumo-Produto Brasil 1995. Rio de Janeiro, Brazil: Ministério de Planejamento e Orçamento.
Instituto Brasileiro de Geografia e Estatística (1999), Pesquisa de Orçamento Familiares. Rio de Janeiro, Brazil: Ministério da Fazenda.
Iqbal, Z. and R. Siddiqui (1998), ‘The Impact of Structural Adjustment on Income Distribution in Pakistan-a SAM-based Analysis’, Pakistan Development Review 37(4), 377–397.
Iqbal, Z. and R. Siddiqui (1999), ‘The Impact of Fiscal Adjustment on Income Distribution in Pakistan’, Pakistan Development Review 38(1), 1–24.
James, J. and H.A. Khan (1993), ‘The Employment Effects of an Income Redistribution in Developing Countries’, World Development 21(5), 817–827.
Johnson, K. (2001), ‘Brazil and the Politics of the Climate Change Negotiations’, Journal of Environment and Development 10(2), 178–206.
Karunaratne, N.D. (1981), ‘An Input-output Analysis of Australian Energy Planning Issues’, Energy Economics July, 159-168.
Katz, J.L. (1980), ‘The Relationship between type I and type II Income Multipliers in an Input-output Model’, International Regional Science Review 5(1), 51–56.
Keuning, S.J. (1994), ‘The SAM and Beyond: Open, SESAME!’, Economic Systems Research 6(1), 21–50.
Keuning, S.J., J. van Dalen and M. de Haan (1999), ‘The Netherlands ‘NAMEA’; Presentation, Usage and Future Extensions’, Structural Change and Economic Dynamics 10(1), 15–37.
Khan, H.A. and E. Thorbecke (1989), ‘Macroeconomic Effects of Technology Choice: Multiplier and Structural Path Analysis within a SAM Framework’, Journal of Policy Modeling 11(1), 131–156.
Laitner, S., S. Bernow and J. DeCicco (1998), ‘Employment and Other Macroeconomic Benefits of an Innovation-led Climate Strategy for the United States’, Energy Policy 26(5), 425–432.
Lee, T.H. (1971), Intersectoral Capital Flows in the Economic Development of Taiwan, 1895-1960. Ithaca, USA: Cornell University Press.
Lenzen, M. (2003), ‘Environmentally Important Linkages and Key Sectors in the Australian Economy’, Structural Change and Economic Dynamics 14, 1–34.
Lenzen, M. and C.J. Dey (2002), ‘Economic, Energy and Emissions Impacts of Some Environmentally Motivated Consumer, Technology and Government Spending Options’, Energy Economics 24, 377–403.
Leontief, W. and D. Ford (1970), ‘Environmental Repercussions and the Economic Structure: An Input-output Approach’, Review of Economics and Statistics 52(3), 262–271.
Madsen, B. and C. Jensen-Butler (1999), ‘Make and Use Approaches to Regional and Interregional Accounts and Models’, Economic Systems Research 11(3), 277–299.
Midmore, P. and L. Harrison-Mayfield (1996), ‘Rural Economic Modelling: Multi-sectoral Approaches’, in P. Midmore and L. Harrison-Mayfield, eds., Rural Economic Modelling. Wallingford, Oxon, UK: CAB International.
Miller, R.E. (1980), ‘The Relationship between Type I and Type II Income Multipliers in an Inputoutput Model: A Comment’, International Regional Science Review 5(2), 185–188.
Miller, R.E. and P.D. Blair (1985), Input-Output Analysis: Foundations and Extensions. Englewood Cliffs, NJ, USA: Prentice-Hall.
Miyazawa, K. (1968), ‘Input-output Analysis and Interrelational Income Multiplier as a Matrix’, Hitotsubashi Journal of Economics 18, 39–58.
Miyazawa, K. (1976), Input-Output Analysis and the Structure of Income Distribution. Berlin, Germany: Springer-Verlag.
Musu, I. and D. Siniscalco (1996), National Accounts and the Environment. Dordrecht, Netherlands: Kluwer Academic Publishers.
National Department for Energy Development (1999), Brazilian Energy Balance 2000. Brasília, Brazil: Ministry of Mines and Energy.
Osman, O.M. (1984), A Social Accounting Matrix for Egypt. Paper presented at Seventh International Conference on Input-Output Techniques, New York, NY, USA: United Nations Industrial Development Organization.
Paukert, F., J. Skolka and J. Maton (1976), ‘Redistribution of Income Patterns, Consumption, and Employment’, in K.R. Polenske and J.V. Skolka, eds., Advances in Input-Output Analysis. Cambridge, MA, USA: Ballinger Publishing Co.
Pedersen, O.G. (1996), ‘Input-output Analysis and Emissions of CO2, SO2, and NOx-Linking Physical and Monetary data’, in B. Madsen, C. Jensen-Butler, J.B. Mortensen and A.M.B. Christensen, eds., Modelling the Economy and the Environment. Berlin, Germany: Springer-Verlag.
Peskin, H.M. (1981), ‘National Income Accounts and the Environment’, Natural Resources Journal 21(3), 511–537.
Polenske, K.R. (1989), ‘Historical and New International Perspectives on Input-output Accounts’, in R.E. Miller, K.R. Polenske and A.Z. Rose, eds., Frontiers of Input-Output Analysis. New York, USA: Oxford University Press.
Pyatt, G. (1990), ‘Accounting for Time Use’, Review of Income and Wealth 36(1), 33–52.
Pyatt, G. (1991), ‘Fundamentals of Social Accounting’, Economic Systems Research 3(3), 315–341.
Pyatt, G., A. Roe, J. Round, R. Lindley and R. Stone (1977), Social Accounting for Development Planning with special reference to Sri Lanka. Cambridge, UK: Cambridge University Press.
Pyatt, G. and J.I. Round (1977), ‘Social Accounting Matrices for Development Planning’, Review of Income and Wealth 23(4), 339–364.
Pyatt, G. and J.I. Round (1979), ‘Accounting and Fixed Price Multipliers in a Social Accounting Matrix Framework’, Economic Journal 89(356), 850–873.
Rasmussen, P.N. (1956), Studies in Intersectoral Relations. Amsterdam, Netherlands: North-Holland.
Reinert, K.A. and D.W. Roland-Holst (2001), ‘Industrial Pollution Linkages in North America: A Linear Analysis’, Economic Systems Research 13(2), 197–208.
Resosudarmo, B.P. and E. Thorbecke (1996), ‘The Impact of Environmental Policies on Household Incomes for Different Socio-economic Classes: The Case of Air Pollutants in Indonesia’, Ecological Economics 17(2), 83–94.
Robinson, S. (1989), ‘Multisectoral Models’, in H. Chenery and T.N. Srinivasan, eds., Handbook of Development Economics. Amsterdam, Netherlands: North-Holland.
Roland-Holst, D.W. (1990), ‘Interindustry Analysis with Social Accounting &M’, Economic Systems Research 2(2), 125–145.
Rose, A., B. Stevens and G. Davis (1988), Natural Resource Policy and Income Distribution. Baltimore, MD, USA: John Hopkins University Press.
Rose, A.Z. and P. Beaumont (1988), ‘Interrelational Income Distribution Multipliers for the West Virginia Economy’, Journal of Regional Science 28(4), 461–475.
Rose, A.Z. and P. Beaumont (1989), ‘Interrelational Income Distribution Multipliers for the U.S. Economy’, in R.E.Miller, K.R. Polenske and A.Z. Rose, eds., Frontiers of Input-Output Analysis. New York, USA: Oxford University Press.
Round, J. (1984), ‘Income Distribution within a Social AccountingMatrix: A Review of Some Experience in Malaysia and Other LDCs’, in H.-P. Nissen, ed., Towards Income Distribution Policies, EADI-Book Series 3. Tilburg, Netherlands: European Association of Development Research and Training Institutes.
Round, J.I. (1985), ‘Decomposing Multipliers for Economic Systems Involving Regional and World Trade’, Economic Journal 95, 383–399.
Round, J.I. (1989), 1Decomposition of Input-output and Economy-wide Multipliers in a Regional Setting’, in R.E. Miller, K.R. Polenske and A.Z. Rose, eds., Frontiers of Input-Output Analysis. New York, USA: Oxford University Press.
Sahota, G.S. and C.A. Rocca (1985), Income Distribution-Theory, Modeling, and Case Study of Brazil. Ames, IA, USA: The Iowa State University Press.
Sastry, M.L., J. Szyrmer and M. Weeks (1989), ‘Economic-demographic Linkages in an Extended U.S. Input-output Model: The Impact of Income and Age’, Socio-Economic Planning Series 23(5), 303–320.
Schechtman, R., A. Szklo and J. Sala (1999), Determinação das emissões de carbono derivadas do sistema energético brasileiro-abordagem bottom-up. Technical Report, Projeto BRA/95/G31, Rio de Janeiro, Brazil: MCT/COPPE/Universidade Federal do Rio de Janeiro.
Schinnar, A.P. (1976), ‘A Multidimensional Accounting Model for Demographic and Economic Planning Interactions’, Environment and Planning A 8(4), 455–475.
Schinnar, A.P. (1977), ‘An Eco-demographic Accounting-type Multiplier Analysis of Hungary’, Environment and Planning A 9(4), 373–384.
Schinnar, A.P. (1978), ‘AMethod for Computing LeontiefMultipliers from Rectangular Input-output Accounts’, Environment and Planning A 10(1), 137–143.
Skolka, J. (1984), ‘Critical Comments on the Use of Input-output Models for the Analysis of Consequences of Income Redistribution in Developing Countries’, in H.-P. Nissen, ed., Towards Income Distribution Policies, EADI-Book Series 3. Tilburg, Netherlands: European Association of Development Research and Training Institutes.
Sonis, M., J.J.M. Guilhoto, G.J.D. Hewings and E.B. Martins (1995), ‘Linkages, Key Sectors, and Structural Change: Some New Perspectives’, Developing Economies 33(3), 233–270.
Sonis, M. and G.J.D. Hewings (1991), ‘Fields of Influence and extended Input-output Analysis: A Theoretical Account’, in J.J.L. Dewhurst, G.J.D. Hewings and R.C. Jensen, eds., Regional Input-Output Modeling: New Developments and Interpretations. Avebury, UK: Aldershot.
Stone, R. (1961), Input-Output and National Accounts. Paris, France: Organisation for Economic Co-Operation and Development (OECD).
Stone, R. (1965), ‘A Model of the Educational System’, Minerva 3(2), 173–186.
Stone, R. (1966), ‘Input-output and Demographic Accounting’, Minerva 4(3), 365–380.
Stone, R. (1970), Demographic Input-output: An Extension of Social Accounting. Paper presented at Contributions to Input-Output Analysis: Fourth International Conference on Input-Output Techniques, Geneva, Switzerland: North-Holland Publishing Company.
Stone, R., G. Stone and J. Gunton (1968), ‘An Example of Demographic Accounting’, Minerva 6(2), 185–212.
Székely, M. (2001), The 1990s in Latin America: Another Decade of Persistent Inequality, but with Somewhat Lower Poverty. Working Paper #454, Washington, DC, USA: Inter-American Development Bank.
Taylor, L., E.L. Bacha, E.A. Cardoso and F.J. Lysy (1980), Models of Growth and Distribution for Brazil. New York, USA: Oxford University Press.
Tjahjadi, B., D. Schäfer, W. Radermacher and H. Höh (1999), ‘Material and Energy Flow Accounting in Germany-Data Base for Applying the National Accounting Matrix Including Environmental Accounts Concept’, Structural Change and Economic Dynamics 10(1), 73–97.
Tolmasquim, M.T. and A.S. Szklo (2000), A matriz energética brasileira na virada do milênio. Rio de Janeiro, Brazil: COPPE/UFRJ.
Vaze, P. (1999), ‘A NAMEA for the UK’, Structural Change and Economic Dynamics 10(1), 99–121.
Weale, M. (1997), ‘Environmental Statistics and the National Accounts’, in P. Dasgupta and K.-G. Mäler, eds., The Environment and Emerging Development Issues. Oxford, UK: Clarendon Press.
Weisskopf, R. (1976), ‘Income Distribution and Export Promotion in Puerto Rico’, in K.R. Polenske and J.V. Skolka, eds., Advances in Input-Output Analysis. Cambridge, MA, USA: Ballinger Publishing Co.
Willumsen, M.J.F. (1990), ‘The Impact of Production Structure on Income Distribution: AMultiplier Approach’, Review of Regional Studies 20(3), 12–22.
Xie, J. (2000), ‘An Environmentally Extended Social Accounting Matrix’, Environmental and Resource Economics 16, 391–406.
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Lenzen, M., Schaeffer, R. Environmental and Social Accounting for Brazil. Environmental and Resource Economics 27, 201–226 (2004). https://doi.org/10.1023/B:EARE.0000017281.24020.49
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DOI: https://doi.org/10.1023/B:EARE.0000017281.24020.49