Decoupling material consumption from economic development? Evidence of dematerialization from a multi-decade analysis of 176 countries

Hitoshi Nagano , Saleem H Ali , José A Puppim de Oliveira

Carbon Footprints ›› 2025, Vol. 4 ›› Issue (4) : 26

PDF
Carbon Footprints ›› 2025, Vol. 4 ›› Issue (4) :26 DOI: 10.20517/cf.2025.36
Original Article

Decoupling material consumption from economic development? Evidence of dematerialization from a multi-decade analysis of 176 countries

Author information +
History +
PDF

Abstract

Dematerialization of the economy is crucial for reducing the global carbon footprint. However, empirical evidence on how different paths of dematerialization can be achieved remains limited. This paper examines historical trends (1970-2015) in material consumption, accounting for a broad range of materials, including biomass, metal ores, non-metallic minerals, and fossil fuels, across 176 countries grouped by income level. Using regression and statistical analyses, we find that material consumption generally increases with economic growth across all income groups in linear models, reflecting a strong coupling between material use and earlier stages of development. In contrast, second- and third-order polynomial analyses provide robust evidence of an inverted U-shaped relationship between income and material use, especially in upper-middle- and high-income countries. This pattern suggests a turning point in material consumption as economies mature. A disaggregated analysis further shows that forms of dematerialization vary across income groups and material types. Based on the data, we identify four main theoretical mechanisms that help explain the inverted U-shaped relationship between economic growth and material use: the scale effect, the composition effect, the technique effect, and the policy effect. These differences highlight distinct pathways of material consumption as countries advance economically, indicating that more sustainable trajectories are achievable.

Keywords

Dematerialization / economic development / income per capita / Kuznets curve

Cite this article

Download citation ▾
Hitoshi Nagano, Saleem H Ali, José A Puppim de Oliveira. Decoupling material consumption from economic development? Evidence of dematerialization from a multi-decade analysis of 176 countries. Carbon Footprints, 2025, 4(4): 26 DOI:10.20517/cf.2025.36

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

World Resources Forum. Making Natural Resource Governance Fit for the 21st Century. 2019. https://www.wrforum.org/resources/making-natural-resource-governance-fit-for-the-21st-century/ (accessed 2025-09-18).

[2]

UNEP: United Nations Environment Programme, International Resource Panel. Global resources outlook 2024: bend the trend - pathways to a liveable planet as resource use spikes. Nairobi; 2024. https://www.unep.org/resources/Global-Resource-Outlook-2024 (accessed 2025-09-18).

[3]

Wernick IK.Is America dematerializing?.Resources Policy2025;101:105463

[4]

Ali SH,de Oliveira JAP.A global minerals trust could prevent inefficient and inequitable protectionist policies.Science2025;388:1028-30

[5]

Erdoğan S,Ulucak R.The role of natural resources abundance and dependence in achieving environmental sustainability: evidence from resource-based economies.Sustainable Development2021;29:143-54

[6]

Kovanda J.Raw material consumption or total material consumption?.Environ Monit Assess2020;192:362

[7]

Ulucak R,Erdoğan S.Investigating the non-linear effects of globalization on material consumption in the EU countries: evidence from PSTR estimation.Resources Policy2020;67:101667

[8]

Weinzettel J.Structural decomposition analysis of raw material consumption: the case of the Czech Republic.J Ind Ecol2011;15:893-907

[9]

Milanez B, de Oliveira JAP.Mapping industrial disaster recovery: Lessons from mining dam failures in Brazil.Extr Ind Soc2021;8:100900

[10]

Baninla Y,Zhang Q.Material use and resource efficiency of African sub-regions.J Clean Prod2020;247:119092

[11]

Steinberger JK,Eisenmenger N.Global patterns of materials use: a socioeconomic and geophysical analysis.Ecol Econ2010;69:1148-58

[12]

Zhang C,Liu G.Economic growth and the evolution of material cycles: an analytical framework integrating material flow and stock indicators.Ecol Econ2017;140:265-74

[13]

United Nations (UN). Transforming our world: the 2030 Agenda for Sustainable Development (A/RES/70/1). 2015. https://sdgs.un.org/2030agenda (accessed 2025-09-18).

[14]

Kemp-benedict E.Dematerialization, decoupling, and productivity change.Ecol Econ2018;150:204-16

[15]

Kuznets S.Economic growth and income inequality.Am Econ Rev1955;45:1-28https://assets.aeaweb.org/asset-server/files/9438.pdf (accessed 2025-09-25).

[16]

Grossman GM.Economic growth and the environment.Q J Econ1995;110:353-77

[17]

Stern DI.The rise and fall of the environmental Kuznets curve.World Dev2004;32:1419-39

[18]

Focacci A.Empirical relationship between total consumption-GDP ratio and per capita income for different metals of a series of industrialised nations.Int J Environ Technol Manag2005;5:347

[19]

Malenbaum W. World demand for raw materials in 1985 and 2000. New York: McGraw-Hill; 1978. https://archive.org/details/worlddemandforra0000male (accessed 2025-09-18).

[20]

Grabarczyk P,Frondel M.A cointegrating polynomial regression analysis of the material kuznets curve hypothesis.Resources Policy2018;57:236-45

[21]

Jaunky VC.Does a material Kuznets Curve exist for copper?.Econ Papers A J Appl Econ Policy2014;33:374-90

[22]

Jaunky VC.Is there a material Kuznets curve for aluminium?.Resources Policy2012;37:296-307

[23]

Wårell L.Trends and developments in long-term steel demand-the intensity-of-use hypothesis revisited.Resour Policy2014;39:134-43

[24]

Kassouri Y,Savaş S.The dynamics of material consumption in phases of the economic cycle for selected emerging countries.Resources Policy2021;70:101918

[25]

Shao Q,Mayer A.The high ‘price’ of dematerialization: A dynamic panel data analysis of material use and economic recession.J Clean Prod2017;167:120-32

[26]

Mukherjee PK,Bhardwaj PK.Socio-economic sustainability with circular economy - an alternative approach.Sci Total Environ2023;904:166630

[27]

Abdirahman AA,Mohsen O.Circular economy in the renewable energy sector: a review of growth trends, gaps and future directions.Energy Nexus2025;17:100395

[28]

Xie H,Zhang D,Wu T.Community-based virtual power plants’ technology and circular economy models in the energy sector: a techno-economy study.Renew Sustain Energy Rev2024;192:114189

[29]

Tiwari S.Unraveling the impacts of linear economy, circular economy, green energy and green patents on environmental sustainability: empirical evidence from OECD countries.Gondwana Res2024;135:75-88

[30]

Hettige H,Wheeler D.Industrial pollution in economic development: the environmental Kuznets curve revisited.J Dev Econ2000;62:445-76

[31]

Bilgili F,Kuşkaya S.Environmental pollution and energy research and development: an environmental Kuznets Curve model through quantile simulation approach.Environ Sci Pollut Res Int2021;28:53712-27

[32]

Erdogan S.Dynamic nexus between technological innovation and building sector carbon emissions in the BRICS countries.J Environ Manage2021;293:112780

[33]

Dong Q,Geng Y,Chen W.A bibliometric review of carbon footprint research.Carbon Footprints2024;3:3

[34]

Pothen F.Economic development and material use. Evidence from international panel data.World Development2019;115:107-19

[35]

Nagano H,Barros AK.The 'Heart Kuznets Curve'?.World Dev2020;132:104953 PMCID:PMC7190509

[36]

International Resource Panel (IRP). Global Material Flows Database. https://www.resourcepanel.org/global-material-flows-database (accessed 2025-09-25).

[37]

World Bank. Africa Development Indicators (GDP, constant 2000 USD).https://databank.worldbank.org/source/africa-development-indicators/Series/NY.GDP.MKTP.KD (accessed 2025-09-29).

[38]

Taylor AM.The purchasing power parity debate.J Econ Perspect2004;18:135-58

[39]

World Bank. https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups (accessed 2025-09-25).

[40]

Bithas K.Unmasking decoupling: redefining the resource intensity of the economy.Sci Total Environ2018;619-620:338-51

[41]

Shuai C,Wu Y,Tan Y.A three-step strategy for decoupling economic growth from carbon emission: Empirical evidences from 133 countries.Sci Total Environ2019;646:524-43

[42]

Altıntaş H.Is the environmental Kuznets Curve in Europe related to the per-capita ecological footprint or CO2 emissions?.Ecol Indic2020;113:106187

[43]

Jobert T,Tykhonenko A.Estimating country-specific environmental Kuznets curves from panel data: a Bayesian shrinkage approach.Appl Econ2014;46:1449-64

[44]

Pata UK.Renewable energy consumption, urbanization, financial development, income and CO2 emissions in Turkey: testing EKC hypothesis with structural breaks.J Clean Prod2018;187:770-9

[45]

Baninla Y,Lu Y.A transitional perspective of global and regional mineral material flows.Resour Conserv Recycl2019;140:91-101

[46]

Ansari M, Haider S, Khan N. Environmental Kuznets curve revisited: an analysis using ecological and material footprint.Ecol Indic2020;115:106416

[47]

UN environment programme. Decoupling 2: technologies, opportunities and policy options. https://www.unep.org/resources/report/decoupling-2-technologies-opportunities-and-policy-options (accessed 2025-09-25).

[48]

Alola AA,Usman O.Domestic material consumption and greenhouse gas emissions in the EU -28 countries: Implications for environmental sustainability targets.Sustain Dev2021;29:388-97

[49]

Razzaq A,Li JC,Suksatan W.Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economies.Resour Policy2021;74:102302

[50]

Wang H,Moriguchi Y,Lu Z.Resource Use in Growing China: Past Trends, Influence Factors, and Future Demand.J Ind. Ecol2012;16:481-92

[51]

Wang H,Zhang Z,Yuan J.Material flows embodied in China-Japan Trade. In Application of Intelligent Systems in Multi-modal Information Analytics, 4th ed.; Advances in Intelligent Systems and Computing, Vol. 929; Cham: Springer International Publishing; 2019. pp. 338-44.

[52]

Wu R,Liu W.Trends of natural resource footprints in the BRIC (Brazil, Russia, India and China) countries.J Clean Prod2017;142:775-82

[53]

Antweiler W,Taylor MS.Is free trade good for the environment?.Am Econ Rev2001;91:877-908

[54]

Crowson P.Intensity of use reexamined.Miner Econ2018;31:61-70

[55]

Pothen F.Bigger cakes with fewer ingredients?.Ecol Econ2015;109:109-21

[56]

Bruckner M,Lutz C.Materials embodied in international trade - global material extraction and consumption between 1995 and 2005.Glob Environ Change2012;22:568-76

[57]

Jayadevappa R.International trade and environmental quality: a survey.Ecol Econ2000;32:175-94

[58]

Johnstone P,Kivimaa P,Primmer E.Waves of disruption in clean energy transitions: Sociotechnical dimensions of system disruption in Germany and the United Kingdom.Energy Res Soc Sci2020;59:101287

[59]

Polzin F,Steffen B.How do policies mobilize private finance for renewable energy?.Appl Energy2019;236:1249-68

[60]

de Oliveira J. The policymaking process for creating competitive assets for the use of biomass energy: the Brazilian alcohol programme.Renew Sustain Energy Rev2002;6:129-40

[61]

Mango F.Does polycentric climate governance drive the circular economy?.Ecol Econ2025;231:108533

[62]

Torras M.Global structural change and its de-materialization implications.Int J Soc Econ2003;30:700-19

[63]

Pérez-Martínez J,San Miguel G,Arredondo MT.Analysing associations between digitalization and the accomplishment of the Sustainable Development Goals.Sci Total Environ2023;857:159700

AI Summary AI Mindmap
PDF

385

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/