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Measuring the Effects of Increasing Circularity in the Economy Through Recycling

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Abstract

The circular economy is a productive and consumption paradigm, aimed at reducing resource utilization and waste generation. By looping materials and resources and extending the life cycle of durable goods, the environmental impact of human activities is reduced. This paper contributes to understanding the effects of the increment of recycling activities (a subset of circular activities), on production, employment, and the environment in a developing country with a large informal labor sector. The analysis is based on an enhanced input-output matrix or waste input-output matrix (WIO), within a hybrid (including monetary and physical transactions) model accounting for the recycling sectors interlinking with the rest of the economy and final consumption. The study quantifies some of the effects of accomplishing the Paris Agreement Commitments recycling goals, showing emission reductions and job creation in the recycling sector. Also, the results show not-so-obvious effects of partial substitution of virgin raw material production by recycled materials, on total employment quantity and quality (gender, age, or formality composition) in the context of a prevalent informal labor market in recycling activities.

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Notes

  1. Because of lower access to durable goods by comparison with developed countries (due to relatively low-income levels and long-standing import substitution policies, which turn durable goods more expensive than in most open economies), Argentina has important repairing, rental, and leasing equipment sectors. The life cycle of durable domestic goods, machinery, tools, and vehicles is prolonged as consequence. Recycling, on the other hand, reaches mostly paper and cardboard, plastics, pneumatics, and metals, among others, employing low-skilled workers in informal ways.

  2. We considered two lists of keywords: (1) Environmentally extended input-output analysis; Waste input-output; Waste supply and use; Physical input-output; Physical supply and use; Hybrid input-output; Hybrid supply and use; Mixed-unit input-output. (2) Waste management; Waste treatment; Waste footprint; Recycling; Incineration; Landfill; Disposal; Energy recovery. We applied each keyword in (1) crossed with each one in the list (2). We used Scopus to perform the bibliometric analysis. In the ‘Article title, Abstract, Keywords’ query. Additionally, we include the keywords employment and jobs.

  3. Such as a specific census or survey

  4. Ferraro et al. [10] established that for Argentina, the bulk of production and employment in the circular economy takes place in the service sector of repairing, maintenance, and rental (356.3 thousand employments, of which 61% are informal). In agroindustry circular activities, the intensity of labor is lower than in urban waste and industrial material recycling.

  5. Our model does not require a perfect correspondence between wastes and treatments. We consider \(M\) types of waste \(i\) that are assigned to \(K\) treatments \(j\) through a matrix S, whose cells are the shares \({s}_{\mathrm{ij}}\), and \(\sum_{i=1}^{K}{s}_{\mathrm{ij}}=1 (j=1,\dots ,\mathrm{M}\)).

  6. Backward linkages characterize the relationship of a sector with its supply chain. \({BL}_{\mathrm{j}}\) captures the multiplier effect of the increase in the production of sector j, which implies a greater demand on other sectors whose goods are used as inputs to produce j [21].

  7. Formally, \({BL}_{\mathrm{j}}\) is the sum of row elements of the inverse matrix \({L}^{*}\) for each column j. Production is the sum of the row elements corresponding to activity sectors, recycling is the sum of the row representing recycling sectors, and disposal is the sum of treatment sectors.

References

  1. Aguilar-Hernandez G, Sigüenza-Sanchez C, Donati F, Rodrigues J, Tukker A (2018) Assessing circularity interventions: a review of EEIOA-based studies. J Econ Struct 7(14):1–24. https://doi.org/10.1186/s40008-018-0113-3

    Article  Google Scholar 

  2. Beylot A, Boitier A, Lancesseur N, Villeneuve J (2017) The waste footprint of French households in 2020. A comparison of scenarios of consumption growth using input-output analysis Antoine. J Ind Ecol 22:2. https://doi.org/10.1111/jiec.12566

    Article  Google Scholar 

  3. CEAMSE (2020) CoordinaciónEcológica Área Metropolitana Sociedad del Estado. https://www.ceamse.gov.ar/

  4. de Boer B, Rietveld E, Rodrigues J, Tukker A (2021) Global environmental and socio-economic impacts of a transition to a circular economy in metal and electrical products. A Dutch case study. J Ind Ecol 25:1264–1271. https://doi.org/10.1111/jiec.13133

    Article  Google Scholar 

  5. Dietzenbacher E, Giljum S, Hubacek K, Suh S (2009) Physical input-output analysis and disposals to nature. In: Suh S (ed) Handbook of input-output economics in industrial ecology. Springer Netherlands, Dordrecht, pp 123–137

    Chapter  Google Scholar 

  6. Doussoulin J-P, Bittencourt M (2022) How effective is the construction sector in promoting the circular economy in Brazil and France?: a waste input-output analysis. Struct Chang Econ Dyn 60:47–58. https://doi.org/10.1016/j.strueco.2021.10.009

    Article  Google Scholar 

  7. Duchin F (1990) The conversion of biological materials and wastes to useful products. Struct Chang Econ Dyn 1:243–261

    Article  Google Scholar 

  8. Ellen MacArthur Foundation (2023) What is a circular economy? (July 11th) https://ellenmacarthurfoundation.org/topics/circular-economy-introduction/overview

  9. Ferrão P, Ribeiro P, Rodrigues J, Marques A, Preto M, Amaral M, Domingos T, Lopes A, Costa C (2014) Environmental, economic and social costs and benefits of a packaging waste management system: a Portuguese case study. Resour Conserv Recycl 85:67–78. https://doi.org/10.1016/j.resconrec.2013.10.020

    Article  Google Scholar 

  10. Ferraro C, Rojo-Brizuela S, Paz J (2021) Las cadenas de valor de la economía circular: hacia un nuevo modelo de desarrollo inclusivo. Oficina de país de la OIT para la Argentina, Buenos Aires

    Google Scholar 

  11. Fry J, Lenzen M, Giurco D, Pauliuk S (2015) An Australian multi-regional waste supply-use framework. J Ind Ecol 20(6):1295–1305. https://doi.org/10.1111/jiec.12376

    Article  Google Scholar 

  12. Geerken T, Schmidt J, Boonen K, Christis M, Merciai S (2019) Assessment of the potential of a circular economy in open economies. The case of Belgium. J Clean Prod 227:683–699. https://doi.org/10.1016/j.jclepro.2019.04.120

    Article  Google Scholar 

  13. INDEC (2020) Generación del ingreso e insumo de mano de obra. https://www.indec.gob.ar/uploads/informesdeprensa/cgi_04_219C96E27491.pdf

  14. Kaza S, Yao L, Bhada-Tata P, Van Woerden F (2018) WHAT AWASTE 2.0 A Global Snapshot of Solid Waste Management to 2050. World Bank Group. https://openknowledge.worldbank.org/entities/publication/d3f9d45e-115f-559b-b14f-28552410e90a

  15. Lenzen M, Reynolds C (2014) A supply-use approach to waste input-output analysis. J Ind Ecol 18:2. https://doi.org/10.1111/jiec.12105

    Article  Google Scholar 

  16. Leontief W (1970) Environmental repercussions and the economic structure: an input-output approach. Rev Econ Stat 52:262–271

    Article  Google Scholar 

  17. Mastronardi L, Vila Martínez J, Capobianco S, Michelena G (2017) Matriz de contabilidad social para Argentina: Estimación con desagregación exhaustiva de los sectores energéticos. Documento de Trabajo Conjunto, Ministerio de Energía y Minería y Ministerio de Producción. https://www.researchgate.net/publication/320617448_Matriz_de_Contabilidad_Social_para_Argentina_2015Estimacion_con_desagregacion_exhaustiva_de_los_sectores_energeticos

  18. McCarthy A, Dellink R, Bibas R (2018) The macroeconomics of the circular economy transition: a critical review of modelling approaches. OECD Environment Working Papers, No. 130, OECD Publishing, Paris. https://doi.org/10.1787/af983f9a-en

  19. McDowall W, Geng Y, Huang B, Barteková E, Bleischwitz R, Türkeli S, Kemp R, Doménechet T (2017) Circular economy policies in China and Europe. J Ind Ecol 21:651–661. https://doi.org/10.1111/jiec.12597

    Article  Google Scholar 

  20. Meyer D, Li M, Ingwersen W (2020) Analyzing economy-scale solid waste generation using the United States environmentally extended input-output model. Resources, Conservation and Recycling 157(January). https://doi.org/10.1016/j.resconrec.2020.104795

  21. Miller R, Blair P (2009) Input-output analysis: foundations and extensions. Cambridge University Press. https://www.scirp.org/(S(351jmbntvnsjt1aadkposzje))/reference/ReferencesPapers.aspx?ReferenceID=1443008

  22. Ministerio de Ambiente y Desarrollo Sustentable (2017) Inventario Nacional de Gases de Efecto Invernadero. https://www.argentina.gob.ar/sites/default/files/inventario_de_gei_de_2019_de_la_republica_argentina.pdf

  23. Ministerio de Ambiente y Desarrollo Sostenible (2022) Plan Nacional de Adaptación y Mitigación al Cambio Climático. https://www.argentina.gob.ar/sites/default/files/manual_-_adaptacion_y_mitigacion_al_cambio_climatico_1285pag_1.pdf

  24. Ministerio de Energía (2018) Generación de empleo en energías renovables. Programa RenovAr y Mater, Subsecretaría de Energías Renovables. https://www.argentina.gob.ar/sites/default/files/empleorenovable.pdf

  25. Nakamura S, Kondo Y (2002) Input-output analysis of waste management. J Ind Ecol 6(1):305–314

    Article  Google Scholar 

  26. Nakamura S, Kondo Y (2009) Waste Input-Output Analysis, LCA and LCC. In: Suh S (ed) Handbook of Input-Output Economics in Industrial Ecology. Eco-Efficiency in Industry and Science, (vol 23). Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5737-3_27

  27. Observatorio de Recicladores (2020) Un espacio de generación y difusión de información sobre la situación. http://recicladores.com.ar/sitio/home/observatorio

  28. OEDE (2020) Observatorio de Empleo y DinámicaEmpresarial del Ministerio de Trabajo de Argentina https://www.trabajo.gob.ar/estadisticas/oede/index.asp

  29. PANNIC (2018b) Plan Nacional de Acción de Energía y Cambio Climático. Ministerio de Ambiente y Desarrollo Sustentable, Ministerio de Energía y Minería. https://www.argentina.gob.ar/sites/default/files/plan_de_accion_nacional_de_energia_y_cc_2.pdf

  30. Pérez T (2019) Los residuos que generamos. Su manejosustentable, un gran desafío. Academia Nacional de Ciencias Exactas, Físicas y Naturales. Buenos Aires, Argentina

  31. Picone J, Seraffini G (2019) Reciclado de Plásticos y Economía Circular. In: Teresa Perez (ed) Los residuos que generamos. Su manejo sustentable, un gran desafío. Academia Nacional de Ciencias Exactas, Físicas y Naturales. https://www.ancefn.org.ar/user/FILES/PUBLICACIONES/LOS%20RESIDUOS%20WEB.pdf

  32. Pimenteira C, Carpio L, Rosa L, Tolmansquim M (2005) Solid wastes integrated management in Rio de Janeiro: input-output analysis. Waste Manage 25(5):539–553. https://doi.org/10.1016/j.wasman.2004.08.008

    Article  CAS  Google Scholar 

  33. Pyatt G, Round J (1985) Social accounting matrices. A basis for planning, The World Bank. https://www.un.org/en/development/desa/policy/mdg_workshops/eclac_training_mdgs/pyatt_round_1985_sams.pdf

  34. Reis Neto O (2021) Impacts of a large-scale model of Municipal Solid Waste: an input-output analysis for the largest Brazilian metropolitan region. Heliyon 7. https://doi.org/10.1016/j.heliyon.2021.e06776

  35. Reutter B, Lant P, Reynolds C, Lane J (2017) Food waste consequences: environmentally extended input-output as a framework for analysis. J Clean Prod 153:506–514. https://doi.org/10.1016/j.jclepro.2016.09.104

    Article  Google Scholar 

  36. Reynolds J, Piantadosi J, Boland J (2014) A waste supply-use analysis of Australian waste flows. J Econ Struct 3(5):1–16. https://doi.org/10.1186/s40008-014-0005-0

    Article  Google Scholar 

  37. Rojo S, Ferraro C, Paz J, Berra C, Breard G, Romero C (2021) La reconstrucciónverde. Avances de la economía circular hacia una transición justa en Argentina. Organización Internacional del Trabajo, oficina de Argentina (ILO, Argentina). https://www.ilo.org/wcmsp5/groups/public/---americas/---ro-lima/---ilo-buenos_aires/documents/publication/wcms_781004.pdf

  38. Romero C, Ernst C, Epifanio D, Ferro G (2023) Bioenergy and employment - a regional economic impact evaluation. Int J Sustain Energy Plan Manag 37:95–108. https://doi.org/10.54337/ijsepm.7474

    Article  Google Scholar 

  39. Ruiz-Peñalver S, Rodríguez M, Camacho J (2019) A waste generation input output analysis: the case of Spain. J Clean Prod 210:1475–1482. https://doi.org/10.1016/j.jclepro.2018.11.145

    Article  Google Scholar 

  40. SADYS (2018a) Plan de Acción Nacional de Industria y CambioClimático. Secretaría de Ambiente y Desarrollo Sustentable. https://www.argentina.gob.ar/sites/default/files/plan_de_accion_nacional_de_industria_y_cambio_climatico.pdf

  41. SADYS (2018b) Plan de Acción Nacional de Agro y CambioClimático. Secretaría de Ambiente y Desarrollo Sustentable. https://www.magyp.gob.ar/sitio/_pdf/plan_sectorial_cc.pdf

  42. Salemdeeb R, Al-tabbaa A, Reynolds C (2016) The UK waste input–output table: linking waste generation to the UK economy. Waste Manag Resour 34:1089–1094. https://doi.org/10.1177/0734242X16658545

    Article  Google Scholar 

  43. Stahel W (2019) The circular economy a user’s guide. Edited by the Ellen MacArthur Foundation. Routledge-Taylor and Francis. https://www.routledge.com/The-Circular-Economy-A-Users-Guide/Stahel/p/book/9780367200176

  44. Singh A, Rorrer N, Nicholson S, Erickson E, DesVeaux J, Avelino A, Lamers P, Bhatt A, Zhang Y, Avery G, Tao L, Pickford A, Carpenter A, McGeehan J, Beckham G (2021) Techno-economic, life-cycle, and socioeconomic impact analysis of enzymatic recycling of poly(ethylene terephthalate). Joule 5:2479–2503. https://doi.org/10.1016/j.joule.2021.06.015

    Article  CAS  Google Scholar 

  45. Suárez F (2007) RecuperadoresUrbanos de Residuos (cartoneros), inclusión social y sustentabilidad. XXVI Congreso de la Asociación Latinoamericana de Sociología

  46. Towa E, Zeller V, Achten W (2020) Input-output models and waste management analysis: a critical review. J Cleaner Prod 249:119359. https://doi.org/10.1016/j.jclepro.2019.119359

    Article  Google Scholar 

  47. Wijkman A, Skånberg K (2015) The circular economy and benefits for society jobs and climate clear winners in an economy based on renewable energy and resource efficiency. The Club of Rome. https://www.clubofrome.org/publication/the-circular-economy-and-benefits-for-society/

  48. Wiprächtiger M, Haupt M, Froemelt A, Klotz M, Beretta C, Osterwalder D, Burg V, Hellweg S (2023) Combining industrial ecology tools to assess potential greenhouse gas reductions of a circular economy. Method development and application to Switzerland. J Ind Ecol 27:254–271. https://doi.org/10.1111/jiec.13364

    Article  CAS  Google Scholar 

  49. WRAP (2015) Employment and the circular economy. WRAP UK, WRAP, p 2. https://wrap.org.uk/resources/report/employment-and-circular-economy

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Acknowledgements

We thank valuable research assistance from Benicia Marisol Añón Galeano.

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Romero, C.A., Rojo Brizuela, S. & Ferro, G. Measuring the Effects of Increasing Circularity in the Economy Through Recycling. Circ.Econ.Sust. (2023). https://doi.org/10.1007/s43615-023-00299-6

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