[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v67y2020ics0301420720300921.html
   My bibliography  Save this article

Investigating the non-linear effects of globalization on material consumption in the EU countries: Evidence from PSTR estimation

Author

Listed:
  • Ulucak, Recep
  • Koçak, Emrah
  • Erdoğan, Seyfettin
  • Kassouri, Yacouba
Abstract
The efficient and sustainable use of resources has gained great importance in combating environmental threats and in keeping humanity out of resource scarcity. An effective way of monitoring and analyzing the state of ecological assets for sustainable resource policy is to understand the triggers of material consumption. To this end, this study follows a STIRPAT approach to reveal how domestic material consumption reacts to economic growth/income level, total factor productivity, human capital, population and globalization. Considering the transition effects of globalization, the study performs panel smooth transition regression on yearly data covering the 2000–2017 period for the 28 EU countries. Empirical results indicate that economic growth, total factor productivity and population increase material consumption when globalization level is below the threshold level. However, human capital decreases material usage. On the other hand, higher levels of globalization help to decrease material consumption and thus contribute to sustainable resource management.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:jrpoli:v:67:y:2020:i:c:s0301420720300921
    DOI: 10.1016/j.resourpol.2020.101667
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420720300921
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2020.101667?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. James West & Heinz Schandl, 2018. "Explanatory Variables for National Socio‐Metabolic Profiles and the Question of Forecasting National Material Flows in a Globalized Economy," Journal of Industrial Ecology, Yale University, vol. 22(6), pages 1451-1464, December.
    2. 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.
    3. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    4. Savina Gygli & Florian Haelg & Niklas Potrafke & Jan-Egbert Sturm, 2019. "The KOF Globalisation Index – revisited," The Review of International Organizations, Springer, vol. 14(3), pages 543-574, September.
    5. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    6. 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.
    7. Auci, Sabrina & Vignani, Donatella, 2013. "Environmental Kuznets curve and domestic material consumption indicator: an European analysis," MPRA Paper 52882, University Library of Munich, Germany.
    8. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    9. 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.
    10. Wenwen Li & Wenping Wang & Yu Wang & Yingbo Qin, 2017. "Industrial structure, technological progress and CO2 emissions in China: Analysis based on the STIRPAT framework," 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. 88(3), pages 1545-1564, September.
    11. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    12. 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.
    13. repec:fth:harver:1435 is not listed on IDEAS
    14. Wiedenhofer, Dominik & Fishman, Tomer & Lauk, Christian & Haas, Willi & Krausmann, Fridolin, 2019. "Integrating Material Stock Dynamics Into Economy-Wide Material Flow Accounting: Concepts, Modelling, and Global Application for 1900–2050," Ecological Economics, Elsevier, vol. 156(C), pages 121-133.
    15. Bilgili, Faik & Koçak, Emrah & Bulut, Ümit, 2016. "The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 838-845.
    16. Grabarczyk, Peter & Wagner, Martin & Frondel, Manuel & Sommer, Stephan, 2018. "A cointegrating polynomial regression analysis of the material kuznets curve hypothesis," Resources Policy, Elsevier, vol. 57(C), pages 236-245.
    17. Pothen, Frank & Welsch, Heinz, 2019. "Economic development and material use. Evidence from international panel data," World Development, Elsevier, vol. 115(C), pages 107-119.
    18. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    19. Jan Weinzettel & Jan Kovanda, 2011. "Structural Decomposition Analysis of Raw Material Consumption," Journal of Industrial Ecology, Yale University, vol. 15(6), pages 893-907, December.
    20. Marianne Faith G. Martinico-Perez & Tomer Fishman & Keijiro Okuoka & Hiroki Tanikawa, 2017. "Material Flow Accounts and Driving Factors of Economic Growth in the Philippines," Journal of Industrial Ecology, Yale University, vol. 21(5), pages 1226-1236, October.
    21. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
    22. Christopher D. Carroll, 2001. "A Theory of the Consumption Function, with and without Liquidity Constraints," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 23-45, Summer.
    23. 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.
    24. Chankrajang, Thanyaporn & Muttarak, Raya, 2017. "Green Returns to Education: Does Schooling Contribute to Pro-Environmental Behaviours? Evidence from Thailand," Ecological Economics, Elsevier, vol. 131(C), pages 434-448.
    25. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    26. Lv, Zhike & Xu, Ting, 2018. "Is economic globalization good or bad for the environmental quality? New evidence from dynamic heterogeneous panel models," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 340-343.
    27. Heinz Schandl & Marina Fischer‐Kowalski & James West & Stefan Giljum & Monika Dittrich & Nina Eisenmenger & Arne Geschke & Mirko Lieber & Hanspeter Wieland & Anke Schaffartzik & Fridolin Krausmann & S, 2018. "Global Material Flows and Resource Productivity: Forty Years of Evidence," Journal of Industrial Ecology, Yale University, vol. 22(4), pages 827-838, August.
    28. Fernández-Herrero, Laura & Duro, Juan Antonio, 2019. "What causes inequality in Material Productivity between countries?," Ecological Economics, Elsevier, vol. 162(C), pages 1-16.
    29. Zhang, Chao & Chen, Wei-Qiang & Liu, Gang & Zhu, Da-Jian, 2017. "Economic Growth and the Evolution of Material Cycles: An Analytical Framework Integrating Material Flow and Stock Indicators," Ecological Economics, Elsevier, vol. 140(C), pages 265-274.
    30. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    31. Nassani, Abdelmohsen A. & Awan, Usama & Zaman, Khalid & Hyder, Shabir & Aldakhil, Abdullah Mohammed & Abro, Muhammad Moinuddin Qazi, 2019. "Management of natural resources and material pricing: Global evidence," Resources Policy, Elsevier, vol. 64(C).
    32. Pablo Muñoz & Stefan Giljum & Jordi Roca, 2009. "The Raw Material Equivalents of International Trade," Journal of Industrial Ecology, Yale University, vol. 13(6), pages 881-897, December.
    33. Rühl, Christof & Appleby, Paul & Fennema, Julian & Naumov, Alexander & Schaffer, Mark, 2012. "Economic development and the demand for energy: A historical perspective on the next 20 years," Energy Policy, Elsevier, vol. 50(C), pages 109-116.
    34. Hall, Robert E & Mishkin, Frederic S, 1982. "The Sensitivity of Consumption to Transitory Income: Estimates from Panel Data on Households," Econometrica, Econometric Society, vol. 50(2), pages 461-481, March.
    35. De Vos, Ignace & Westerlund, Joakim, 2019. "On CCE estimation of factor-augmented models when regressors are not linear in the factors," Economics Letters, Elsevier, vol. 178(C), pages 5-7.
    36. Muhammad Ramzan & Bin Sheng & Muhammad Shahbaz & Jian Song & Zhilun Jiao, 2019. "Impact of trade openness on GDP growth: Does TFP matter?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(8), pages 960-995, November.
    37. Ronald R. Kumar & Peter J. Stauvermann, 2019. "The Effects of a Revenue-Neutral Child Subsidy Tax Mechanism on Growth and GHG Emissions," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    38. 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.
    39. Constant, Karine & Davin, Marion, 2019. "Environmental Policy And Growth When Environmental Awareness Is Endogenous," Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1102-1136, April.
    40. Paolo Agnolucci & Florian Flachenecker & Magnus Söderberg, 2017. "The causal impact of economic growth on material use in Europe," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 6(4), pages 415-432, October.
    41. Wang, Zhiping & Feng, Chao & Chen, Jinyu & Huang, Jianbai, 2017. "The driving forces of material use in China: An index decomposition analysis," Resources Policy, Elsevier, vol. 52(C), pages 336-348.
    42. Destek, Mehmet Akif & Ulucak, Recep & Dogan, Eyüp, 2018. "Analyzing the Environmental Kuznets Curve for the EU countries: The role of ecological footprint," MPRA Paper 106882, University Library of Munich, Germany.
    43. 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.
    44. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    45. 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.
    46. Duran, Hasan Engin, 2019. "Asymmetries in regional development: Does TFP or capital accumulation matter for spatial inequalities?," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    Full references (including those not matched with items on IDEAS)

    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. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    2. Pothen, Frank & Welsch, Heinz, 2019. "Economic development and material use. Evidence from international panel data," World Development, Elsevier, vol. 115(C), pages 107-119.
    3. Kassouri, Yacouba & Alola, Andrew Adewale & Savaş, Savaş, 2021. "The dynamics of material consumption in phases of the economic cycle for selected emerging countries," Resources Policy, Elsevier, vol. 70(C).
    4. Zheng, Lei & Hao, Jia & Ban, Nannan, 2023. "Do recycling and regulations influence trade-adjusted resource consumption? Exploring the role of renewable energy," Resources Policy, Elsevier, vol. 81(C).
    5. 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).
    6. 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.
    7. Jin, Guangzhu & Huang, Zhenhui, 2023. "Asymmetric influence of China's outward FDI and exports on trade-adjusted resources footprint in belt and road node countries: Moderating role of governance," Resources Policy, Elsevier, vol. 82(C).
    8. 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.
    9. 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).
    10. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2022. "Inclusive infrastructure development, green innovation, and sustainable resource management: Evidence from China’s trade-adjusted material footprints," Resources Policy, Elsevier, vol. 79(C).
    11. Alvarez-Herranz, Agustin & Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Cantos, José María, 2017. "Energy innovation and renewable energy consumption in the correction of air pollution levels," Energy Policy, Elsevier, vol. 105(C), pages 386-397.
    12. 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.
    13. Xin, Yongrong & Ajaz, Tahseen & Shahzad, Mohsin & Luo, Jia, 2023. "How productive capacities influence trade-adjusted resources consumption in China: Testing resource-based EKC," Resources Policy, Elsevier, vol. 81(C).
    14. Tutulmaz, Onur, 2015. "Environmental Kuznets Curve time series application for Turkey: Why controversial results exist for similar models?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 73-81.
    15. 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.
    16. Zhimin Zhou, 2019. "The Underground Economy and Carbon Dioxide (CO 2 ) Emissions in China," Sustainability, MDPI, vol. 11(10), pages 1-20, May.
    17. 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.
    18. Mohsen Mehrara, 2011. "Pollution, Energy Consumption and Economic Growth: evidence from India, China and Brazil," Journal of Social and Development Sciences, AMH International, vol. 2(5), pages 233-242.
    19. Ulucak, Zübeyde Şentürk & İlkay, Salih Çağrı & Özcan, Burcu & Gedikli, Ayfer, 2020. "Financial globalization and environmental degradation nexus: Evidence from emerging economies," Resources Policy, Elsevier, vol. 67(C).
    20. Frank Pothen & Heinz Welsch, 2017. "Economic Development and Material Use," Working Papers V-399-17, University of Oldenburg, Department of Economics, revised Mar 2017.

    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:eee:jrpoli:v:67:y:2020:i:c:s0301420720300921. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .

    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.