IDEAS home Printed from https://ideas.repec.org/p/han/dpaper/dp-588.html
   My bibliography  Save this paper

Economic Development and Material Use. Evidence from International Panel Data

Author

Listed:
  • Pothen, Frank
  • Welsch, Heinz

Abstract

Between 1990 and 2008, many industrializing countries have experienced tremendous economic growth, which coincided with a substantial increase in the use of materials. That poses the question how a continued economic convergence of developing nations will affect the use of biomass, fossil fuels, and minerals. Building on the Environmental Kuznets Curve hypothesis, this study investigates whether material use reaches a maximum at a certain level of economic development and declines in income thereafter. Two indicators operationalize material use. Domestic Material Consumption (DMC) measures the apparent use of materials in a country. The Material Footprint (MFP) quantifies all materials extracted to produce a country's final demand, including materials embodied in imports. Employing a panel consisting of 144 countries, initial estimations results suggest an S-shaped (cubic) relationship between GDP per capita and material use, but the relationship is monotonically positive over most of the income range. The coefficients of the cubic model tend to become nonsignificant once endogeneity and non-stationarity are accounted for. A linear specification yields a significant (positive) coefficient irrespective of the estimation method and can thus be considered a satisfactory approximation to the income-material use relationship. The linear models that account for endogeneity and non-stationarity suggest a greater income-materials elasticity for MFP than for DMC. The long-run income elasticity is estimated to be 0.562 for DMC and 0.752 for MFP.

Suggested Citation

  • Pothen, Frank & Welsch, Heinz, 2017. "Economic Development and Material Use. Evidence from International Panel Data," Hannover Economic Papers (HEP) dp-588, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
  • Handle: RePEc:han:dpaper:dp-588
    as

    Download full text from publisher

    File URL: http://diskussionspapiere.wiwi.uni-hannover.de/pdf_bib/dp-588.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    2. Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
    3. Margarida Duarte & Diego Restuccia, 2010. "The Role of the Structural Transformation in Aggregate Productivity," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 129-173.
    4. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    5. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    6. Dauvin, Magali & Guerreiro, David, 2017. "The Paradox of Plenty: A Meta-Analysis," World Development, Elsevier, vol. 94(C), pages 212-231.
    7. Havranek, Tomas & Horvath, Roman & Zeynalov, Ayaz, 2016. "Natural Resources and Economic Growth: A Meta-Analysis," World Development, Elsevier, vol. 88(C), pages 134-151.
    8. Bagliani, Marco & Bravo, Giangiacomo & Dalmazzone, Silvana, 2008. "A consumption-based approach to environmental Kuznets curves using the ecological footprint indicator," Ecological Economics, Elsevier, vol. 65(3), pages 650-661, April.
    9. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    10. Welsch, Heinz, 2004. "Corruption, growth, and the environment: a cross-country analysis," Environment and Development Economics, Cambridge University Press, vol. 9(5), pages 663-693, October.
    11. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    12. Frederick Van Der Ploeg & Steven Poelhekke, 2017. "The Impact of Natural Resources: Survey of Recent Quantitative Evidence," Journal of Development Studies, Taylor & Francis Journals, vol. 53(2), pages 205-216, February.
    13. Bringezu, Stefan & Schutz, Helmut & Steger, Soren & Baudisch, Jan, 2004. "International comparison of resource use and its relation to economic growth: The development of total material requirement, direct material inputs and hidden flows and the structure of TMR," Ecological Economics, Elsevier, vol. 51(1-2), pages 97-124, November.
    14. Pothen, Frank & Schymura, Michael, 2014. "Bigger cakes with less ingredients? A comparison of material use of the world economy," ZEW Discussion Papers 14-030, ZEW - Leibniz Centre for European Economic Research.
    15. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    16. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    17. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    18. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    19. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    20. Stern, David I., 2014. "The Environmental Kuznets Curve: A Primer," Working Papers 249424, Australian National University, Centre for Climate Economics & Policy.
    21. William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
    22. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    23. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b.
    24. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a.
    25. Kirsten S. Wiebe & Martin Bruckner & Stefan Giljum & Christian Lutz & Christine Polzin, 2012. "Carbon and Materials Embodied in the International Trade of Emerging Economies," Journal of Industrial Ecology, Yale University, vol. 16(4), pages 636-646, August.
    26. Jakob, Michael & Haller, Markus & Marschinski, Robert, 2012. "Will history repeat itself? Economic convergence and convergence in energy use patterns," Energy Economics, Elsevier, vol. 34(1), pages 95-104.
    27. Julia K Steinberger & Fridolin Krausmann & Michael Getzner & Heinz Schandl & Jim West, 2013. "Development and Dematerialization: An International Study," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-11, October.
    28. Dauvin, Magali & Guerreiro, David, 2017. "The Paradox of Plenty: A Meta-Analysis," World Development, Elsevier, vol. 94(C), pages 212-231.
    29. C.-Y. Cynthia Lin & Zachary D. Liscow, 2013. "Endogeneity in the Environmental Kuznets Curve: An Instrumental Variables Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 268-274.
    30. Pothen, Frank & Schymura, Michael, 2015. "Bigger cakes with fewer ingredients? A comparison of material use of the world economy," Ecological Economics, Elsevier, vol. 109(C), pages 109-121.
    31. Ignacio Guzman, Juan & Nishiyama, Takashi & Tilton, John E., 2005. "Trends in the intensity of copper use in Japan since 1960," Resources Policy, Elsevier, vol. 30(1), pages 21-27, March.
    32. Ang, B.W. & Liu, F.L., 2001. "A new energy decomposition method: perfect in decomposition and consistent in aggregation," Energy, Elsevier, vol. 26(6), pages 537-548.
    33. Manfred Lenzen & Daniel Moran & Keiichiro Kanemoto & Arne Geschke, 2013. "Building Eora: A Global Multi-Region Input-Output Database At High Country And Sector Resolution," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 20-49, March.
    34. Syrquin, Moshe, 1988. "Patterns of structural change," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 7, pages 203-273, Elsevier.
    35. Jaunky, Vishal Chandr, 2012. "Is there a material Kuznets curve for aluminium? evidence from rich countries," Resources Policy, Elsevier, vol. 37(3), pages 296-307.
    36. Steinberger, Julia K. & Krausmann, Fridolin & Eisenmenger, Nina, 2010. "Global patterns of materials use: A socioeconomic and geophysical analysis," Ecological Economics, Elsevier, vol. 69(5), pages 1148-1158, March.
    37. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    38. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    39. Stern, David I., 2010. "Between estimates of the emissions-income elasticity," Ecological Economics, Elsevier, vol. 69(11), pages 2173-2182, September.
    40. Canas, Angela & Ferrao, Paulo & Conceicao, Pedro, 2003. "A new environmental Kuznets curve? Relationship between direct material input and income per capita: evidence from industrialised countries," Ecological Economics, Elsevier, vol. 46(2), pages 217-229, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ulucak, Recep & Koçak, Emrah & Erdoğan, Seyfettin & Kassouri, Yacouba, 2020. "Investigating the non-linear effects of globalization on material consumption in the EU countries: Evidence from PSTR estimation," Resources Policy, Elsevier, vol. 67(C).
    2. Hounnou, E. Fèmi & Dedehouanou, Houinsou & Zannou, Afio & Aguey, Segnon & Biaou, Gauthier, 2021. "Effects of Agricultural Public Investments on Economic Growth and Households’ Welfare in Benin: An Applied General Equilibrium Analysis," 2021 Conference, August 17-31, 2021, Virtual 315002, International Association of Agricultural Economists.
    3. Anton, Sorin Gabriel & Afloarei Nucu, Anca Elena, 2020. "The effect of financial development on renewable energy consumption. A panel data approach," Renewable Energy, Elsevier, vol. 147(P1), pages 330-338.
    4. Pothen, Frank & Tovar Reaños, Miguel Angel, 2018. "The Distribution of Material Footprints in Germany," Ecological Economics, Elsevier, vol. 153(C), pages 237-251.
    5. Tadashi Hirai, 2022. "A balancing act between economic growth and sustainable development: Historical trajectory through the lens of development indicators," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1900-1910, December.
    6. Dorothée Charlier & Florian Fizaine, 2020. "Does Becoming Richer Lead to a Reduction in Natural Resource Consumption? An Empirical Refutation of the Kuznets Material Curve," Working Papers 2020.05, FAERE - French Association of Environmental and Resource Economists.
    7. Chen, Fu & Tiwari, Sunil & Mohammed, Kamel Si & Huo, Weidong & Jamróz, Paweł, 2023. "Minerals resource rent responses to economic performance, greener energy, and environmental policy in China: Combination of ML and ANN outputs," Resources Policy, Elsevier, vol. 81(C).
    8. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    9. Tiejun Dai & Shuo Shan, 2020. "Path Analysis of Beijing’s Dematerialization Development Based on System Dynamics," Sustainability, MDPI, vol. 12(3), pages 1-23, January.
    10. Charles Peter Mgeni & Klaus Müller & Stefan Sieber, 2019. "Reducing Edible Oil Import Dependency in Tanzania: A Computable General Equilibrium CGE Approach," Sustainability, MDPI, vol. 11(16), pages 1-17, August.
    11. Stefan Cibulka & Stefan Giljum, 2020. "Towards a Comprehensive Framework of the Relationships between Resource Footprints, Quality of Life, and Economic Development," Sustainability, MDPI, vol. 12(11), pages 1-17, June.
    12. Regueiro-Ferreira, Rosa María & Alonso-Fernández, Pablo, 2023. "Interaction between renewable energy consumption and dematerialization: Insights based on the material footprint and the Environmental Kuznets Curve," Energy, Elsevier, vol. 266(C).
    13. Nagano, Hitoshi & Puppim de Oliveira, Jose A. & Barros, Allan Kardec & Costa Junior, Altair da Silva, 2020. "The ‘Heart Kuznets Curve’? Understanding the relations between economic development and cardiac conditions," World Development, Elsevier, vol. 132(C).
    14. Kerner, Philip & Wendler, Tobias, 2022. "Convergence in resource productivity," World Development, Elsevier, vol. 158(C).
    15. Leitão, João & Ferreira, Joaquim & Santibanez-González, Ernesto, 2022. "New insights into decoupling economic growth, technological progress and carbon dioxide emissions: Evidence from 40 countries," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    16. Barbier, Edward B. & Burgess, Joanne C., 2019. "Sustainable development goal indicators: Analyzing trade-offs and complementarities," World Development, Elsevier, vol. 122(C), pages 295-305.
    17. Lawal, Adedoyin Isola & Ozturk, Ilhan & Olanipekun, Ifedolapo O. & Asaleye, Abiola John, 2020. "Examining the linkages between electricity consumption and economic growth in African economies," Energy, Elsevier, vol. 208(C).
    18. Bianchi, Marco & Cordella, Mauro, 2023. "Does circular economy mitigate the extraction of natural resources? Empirical evidence based on analysis of 28 European economies over the past decade," Ecological Economics, Elsevier, vol. 203(C).
    19. João Leitão & Joaquim Ferreira, 2021. "Dynamic Effects of Material Production and Environmental Sustainability on Economic Vitality Indicators: A Panel VAR Approach," JRFM, MDPI, vol. 14(2), pages 1-20, February.
    20. Karakaya, Etem & Sarı, Erkam & Alataş, Sedat, 2021. "What drives material use in the EU? Evidence from club convergence and decomposition analysis on domestic material consumption and material footprint," Resources Policy, Elsevier, vol. 70(C).
    21. Matthias Pfaff & Rainer Walz, 2021. "Analysis of the development and structural drivers of raw‐material use in Germany," Journal of Industrial Ecology, Yale University, vol. 25(4), pages 1063-1075, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Frank Pothen & Heinz Welsch, 2017. "Economic Development and Material Use," Working Papers V-399-17, University of Oldenburg, Department of Economics, revised Mar 2017.
    2. Ulucak, Recep & Koçak, Emrah & Erdoğan, Seyfettin & Kassouri, Yacouba, 2020. "Investigating the non-linear effects of globalization on material consumption in the EU countries: Evidence from PSTR estimation," Resources Policy, Elsevier, vol. 67(C).
    3. Jean-Thomas Bernard & Michael Gavin & Lynda Khalaf & Marcel Voia, 2015. "Environmental Kuznets Curve: Tipping Points, Uncertainty and Weak Identification," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(2), pages 285-315, February.
    4. David I. Stern, 2017. "The environmental Kuznets curve after 25 years," Journal of Bioeconomics, Springer, vol. 19(1), pages 7-28, April.
    5. Stern, David I., 2014. "The Environmental Kuznets Curve: A Primer," Working Papers 249424, Australian National University, Centre for Climate Economics & Policy.
    6. Kacprzyk, Andrzej & Kuchta, Zbigniew, 2020. "Shining a new light on the environmental Kuznets curve for CO2 emissions," Energy Economics, Elsevier, vol. 87(C).
    7. Pothen, Frank, 2017. "A structural decomposition of global Raw Material Consumption," Ecological Economics, Elsevier, vol. 141(C), pages 154-165.
    8. Roxana Pincheira & Felipe Zuniga, 2021. "Environmental Kuznets curve bibliographic map: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1931-1956, April.
    9. Maurizio Lisciandra & Carlo Migliardo, 2017. "An Empirical Study of the Impact of Corruption on Environmental Performance: Evidence from Panel Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 297-318, October.
    10. Julia K Steinberger & Fridolin Krausmann & Michael Getzner & Heinz Schandl & Jim West, 2013. "Development and Dematerialization: An International Study," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-11, October.
    11. Tobias Wendler, 2019. "About the Relationship Between Green Technology and Material Usage," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(3), pages 1383-1423, November.
    12. Pascalau, Razvan & Qirjo, Dhimitri, 2017. "TTIP and the Environmental Kuznets Curve," MPRA Paper 80192, University Library of Munich, Germany.
    13. Zilio, Mariana & Recalde, Marina, 2011. "GDP and environment pressure: The role of energy in Latin America and the Caribbean," Energy Policy, Elsevier, vol. 39(12), pages 7941-7949.
    14. Marbuah, George & Amuakwa-Mensah, Franklin, 2017. "Spatial analysis of emissions in Sweden," Energy Economics, Elsevier, vol. 68(C), pages 383-394.
    15. Neophyta Empora, 2017. "Air pollution spillovers and U.S. state productivity growth," University of Cyprus Working Papers in Economics 06-2017, University of Cyprus Department of Economics.
    16. Carson, Richard T, 2009. "Searching for Empirical Regularity and Theoretical Structure: The Environmental Kuznets Curve," University of California at San Diego, Economics Working Paper Series qt4m6263c2, Department of Economics, UC San Diego.
    17. Richard T. Carson, 2010. "The Environmental Kuznets Curve: Seeking Empirical Regularity and Theoretical Structure," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 3-23, Winter.
    18. Xiaosheng Li & Xia Yan & Qingxian An & Ke Chen & Zhen Shen, 2016. "The coordination between China’s economic growth and environmental emission from the Environmental Kuznets Curve viewpoint," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 83(1), pages 233-252, August.
    19. Fernández-Amador, Octavio & Francois, Joseph F. & Oberdabernig, Doris A. & Tomberger, Patrick, 2017. "Carbon Dioxide Emissions and Economic Growth: An Assessment Based on Production and Consumption Emission Inventories," Ecological Economics, Elsevier, vol. 135(C), pages 269-279.
    20. Mikkel Bennedsen & Eric Hillebrand & Sebastian Jensen, 2022. "A Neural Network Approach to the Environmental Kuznets Curve," CREATES Research Papers 2022-09, Department of Economics and Business Economics, Aarhus University.

    More about this item

    Keywords

    Economic Development; Material Use; Material Footprint; Environmental Kuznets Curve; Economic Transformation;
    All these keywords.

    JEL classification:

    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q32 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Exhaustible Resources and Economic Development

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:han:dpaper:dp-588. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Heidrich, Christian (email available below). General contact details of provider: https://edirc.repec.org/data/fwhande.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.