Skip to main content

Eco-efficiency Analysis of the Brazilian Public Transport Based on Data Envelopment Analysis

  • Conference paper
  • First Online:
Industrial Engineering and Operations Management (IJCIEOM 2022)

Abstract

This study reports the eco-efficiency quantification of urban public transportation in Brazilian states. The modal focused on is urban bus. A composite indicator was specified to meet the premises of Sustainable Consumption and Production (SC&P) in the urban planning domain. This paper can be considered applied research that considers the Benefit of the doubt (BoD) approach in Data Envelopment Analysis (DEA) models. DEA is non-parametric a technique recommended by the Organization for Economic Co-operation and Development (OECD) for performance assessments using composite indicators (CI). The scope of this research encompasses 26 capitals of Brazilian states and the capital of the Federal District. This paper also reports the framework of Key Performance Indicators (KPIs) reflecting urban transportation system in Brazil. The results using data of 2019 showed that only the Brazilian Federal District was considered eco-efficient whilst more economically developed and populous states showed undesirable levels of CO2 emissions (e.g. Sao Paulo and Rio de Janeiro).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. UN: Transforming our world: the 2030 agenda for sustainable development. In: General Assembley 70 Session, vol. 16301, no. October. pp. 1–35 (2015). United Nations. Homepage, https://www.un.org/en/development/desa/population/migration/generalassembly/docs/globalcompact/A_RES_70_1_E.pdf. Last accessed 29 Nov 2021

  2. de Carvalho, C.H.R.: TD2198 – Textos para discussão: Desafios da mobilidade urbana no Brasil. IPEA, Rio de Janeiro (2016)

    Google Scholar 

  3. Albuquerque, I., et al.: Análise das Emissões Brasileiras de Gases de Efeito Estufa e suas implicações para as metas de clima do Brasil, São Paulo (2020)

    Google Scholar 

  4. Rupprecht Consult – Forschung & Beratung GmbH: SUMP Planning for More Resilient and Robust Urban Mobility. Amsterdam (2019)

    Google Scholar 

  5. Charnes, A., Cooper, W.W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2(6), 429–444 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  6. Cherchye, L., Moesen, W., Rogge, N., Puyenbroeck, T.V.: An introduction to ‘benefit of the doubt’ composite indicators. Soc. Indic. Res. 82(1), 111–145 (2007)

    Article  Google Scholar 

  7. Nardo, M., Saisana, M., Saltelli, A., Tarantola, S., Hoffman, A., Giovannini, E.: Handbook on Constructing Composite Indicators, 1st edn. OECD Publications, Paris (2008)

    Google Scholar 

  8. Yoshino, D., Fujiwara, A., Zhang, J.: Environmental efficiency model based on data envelopment analysis and its application to environmentally sustainable transport policies. Transp. Res. Rec. J. Transp. Res. Board. 2163(1), 112–123 (2010)

    Article  Google Scholar 

  9. Oliveira, R., Camanho, A.S., Zanella, A.: Expanded eco-efficiency assessment of large mining firms. J. Clean. Prod. 142, 2364–2373 (2017)

    Article  Google Scholar 

  10. Oliveira, R., Camanho, A., Zanella, A.: Eco-efficiency assessment at firm level: an application to the mining sector. In: Operations Research and Big Data, IO2015-XVII Congress of Portuguese Association of Operational Research (APDIO), vol. 15, pp. 149–157 (2015)

    Google Scholar 

  11. Milanović, T., Savić, G., Martić, M., Milanović, M., Petrović, N.: Development of the waste management composite index using DEA method as circular economy indicator: the case of European Union countries. Polish J. Environ. Stud. 31(1), 771–784 (2022)

    Article  Google Scholar 

  12. Huang, J., Xia, J., Yu, Y., Zhang, N.: Composite eco-efficiency indicators for China based on data envelopment analysis. Ecol. Indic. 85, 674–697 (2018)

    Article  Google Scholar 

  13. Farrell, M.J.: The measurement of productive efficiency. J. R. Stat. Soc. 120(3), 253–290 (1957)

    Google Scholar 

  14. Taveres, G.: A Bibliography of Data Envelopment Analysis (1978–2001). New Jersey (2002)

    Google Scholar 

  15. Gattoufi, S., Oral, M., Reisman, A.: Data envelopment analysis literature: a bibliography update (1951–2001). Socioecon. Plann. Sci. 38(2–3), 159–229 (2004)

    Google Scholar 

  16. Emrouznejad, A., Yang, G.: A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016. Socioecon. Plann. Sci. 61, 4–8 (2018)

    Article  Google Scholar 

  17. Zhou, H., Yang, Y., Chen, Y., Zhu, J.: Data envelopment analysis application in sustainability: the origins, development and future directions. Eur. J. Oper. Res. 264(1), 1–16 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  18. Cook, W.D., Kazakov, A., Seiford, L.M.: A data envelopment approach to measuring efficiency: case analysis of highway maintenace patrols. J. Socio. Econ. 20(1), 83–103 (1991)

    Article  Google Scholar 

  19. Blancard, S., Hoarau, J.-F.: A new sustainable human development indicator for small island developing states: a reappraisal from data envelopment analysis. Econ. Model. 30(1), 623–635 (2013)

    Article  Google Scholar 

  20. Cook, W.D., Kress, M.: A data envelopment model for aggregating prefence rankings. Manage. Sci. 36(11), 1302–1310 (1990)

    Article  MATH  Google Scholar 

  21. Cherchye, L., et al.: Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index. J. Oper. Res. Soc. 59(2), 239–251 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  22. Charnes, A., Cooper, W.W.W., Huang, Z.M.M., Sun, D.B.B.: Relations between half-space and finitely generated cones in polyhedral cone-ratio DEA models. Int. J. Syst. Sci. 22(11), 2057–2077 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  23. SEEG, “SEEG MUNICÍPIOS,” Base de dados, Aug-2019. Online. Available: https://plataforma.seeg.eco.br/map. Accessed: 26 Oct 2021

  24. SENATRAN, “Secretaria Nacional de Trânsito,” Portal de Serviços, Jun-2021. [Online]. Available: https://portalservicos.senatran.serpro.gov.br. Accessed: 26 Oct 2021

  25. IBGE, “Instituto Brasileiro de Geografia e Estatística,” Estados, Aug-. [Online]. Available: https://www.ibge.gov.br. Accessed: 26 Oct 2021

  26. Seiford, L.M., Zhu, J.: Modeling undesirable factors in efficiency evaluation. Eur. J. Oper. Res. 142(1), 16–20 (2002)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Renata Oliveira .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Olaya, W.R.C., Araújo, V.W.S., Monteiro, N.J., Zanella, A., Oliveira, R. (2022). Eco-efficiency Analysis of the Brazilian Public Transport Based on Data Envelopment Analysis. In: López Sánchez, V.M., Mendonça Freires, F.G., Gonçalves dos Reis, J.C., Costa Martins das Dores, J.M. (eds) Industrial Engineering and Operations Management. IJCIEOM 2022. Springer Proceedings in Mathematics & Statistics, vol 400. Springer, Cham. https://doi.org/10.1007/978-3-031-14763-0_1

Download citation

Publish with us

Policies and ethics