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2022 | OriginalPaper | Buchkapitel

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

verfasst von : Wagner Rui Correa Olaya, Victor Welder Santiago Araújo, Nathália Jucá Monteiro, Andreia Zanella, Renata Oliveira

Erschienen in: Industrial Engineering and Operations Management

Verlag: Springer International Publishing

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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).

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Literatur
2.
Zurück zum Zitat de Carvalho, C.H.R.: TD2198 – Textos para discussão: Desafios da mobilidade urbana no Brasil. IPEA, Rio de Janeiro (2016) de Carvalho, C.H.R.: TD2198 – Textos para discussão: Desafios da mobilidade urbana no Brasil. IPEA, Rio de Janeiro (2016)
3.
Zurück zum Zitat 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) 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)
4.
Zurück zum Zitat Rupprecht Consult – Forschung & Beratung GmbH: SUMP Planning for More Resilient and Robust Urban Mobility. Amsterdam (2019) Rupprecht Consult – Forschung & Beratung GmbH: SUMP Planning for More Resilient and Robust Urban Mobility. Amsterdam (2019)
5.
Zurück zum Zitat Charnes, A., Cooper, W.W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2(6), 429–444 (1978)MathSciNetCrossRefMATH Charnes, A., Cooper, W.W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2(6), 429–444 (1978)MathSciNetCrossRefMATH
6.
Zurück zum Zitat 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)CrossRef 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)CrossRef
7.
Zurück zum Zitat Nardo, M., Saisana, M., Saltelli, A., Tarantola, S., Hoffman, A., Giovannini, E.: Handbook on Constructing Composite Indicators, 1st edn. OECD Publications, Paris (2008) Nardo, M., Saisana, M., Saltelli, A., Tarantola, S., Hoffman, A., Giovannini, E.: Handbook on Constructing Composite Indicators, 1st edn. OECD Publications, Paris (2008)
8.
Zurück zum Zitat 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)CrossRef 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)CrossRef
9.
Zurück zum Zitat Oliveira, R., Camanho, A.S., Zanella, A.: Expanded eco-efficiency assessment of large mining firms. J. Clean. Prod. 142, 2364–2373 (2017)CrossRef Oliveira, R., Camanho, A.S., Zanella, A.: Expanded eco-efficiency assessment of large mining firms. J. Clean. Prod. 142, 2364–2373 (2017)CrossRef
10.
Zurück zum Zitat 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) 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)
11.
Zurück zum Zitat 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)CrossRef 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)CrossRef
12.
Zurück zum Zitat 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)CrossRef 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)CrossRef
13.
Zurück zum Zitat Farrell, M.J.: The measurement of productive efficiency. J. R. Stat. Soc. 120(3), 253–290 (1957) Farrell, M.J.: The measurement of productive efficiency. J. R. Stat. Soc. 120(3), 253–290 (1957)
14.
Zurück zum Zitat Taveres, G.: A Bibliography of Data Envelopment Analysis (1978–2001). New Jersey (2002) Taveres, G.: A Bibliography of Data Envelopment Analysis (1978–2001). New Jersey (2002)
15.
Zurück zum Zitat Gattoufi, S., Oral, M., Reisman, A.: Data envelopment analysis literature: a bibliography update (1951–2001). Socioecon. Plann. Sci. 38(2–3), 159–229 (2004) Gattoufi, S., Oral, M., Reisman, A.: Data envelopment analysis literature: a bibliography update (1951–2001). Socioecon. Plann. Sci. 38(2–3), 159–229 (2004)
16.
Zurück zum Zitat 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)CrossRef 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)CrossRef
17.
Zurück zum Zitat 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)MathSciNetCrossRefMATH 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)MathSciNetCrossRefMATH
18.
Zurück zum Zitat 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)CrossRef 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)CrossRef
19.
Zurück zum Zitat 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)CrossRef 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)CrossRef
20.
Zurück zum Zitat Cook, W.D., Kress, M.: A data envelopment model for aggregating prefence rankings. Manage. Sci. 36(11), 1302–1310 (1990)CrossRefMATH Cook, W.D., Kress, M.: A data envelopment model for aggregating prefence rankings. Manage. Sci. 36(11), 1302–1310 (1990)CrossRefMATH
21.
Zurück zum Zitat 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)MathSciNetCrossRefMATH 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)MathSciNetCrossRefMATH
22.
Zurück zum Zitat 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)MathSciNetCrossRefMATH 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)MathSciNetCrossRefMATH
26.
Zurück zum Zitat Seiford, L.M., Zhu, J.: Modeling undesirable factors in efficiency evaluation. Eur. J. Oper. Res. 142(1), 16–20 (2002)CrossRefMATH Seiford, L.M., Zhu, J.: Modeling undesirable factors in efficiency evaluation. Eur. J. Oper. Res. 142(1), 16–20 (2002)CrossRefMATH
Metadaten
Titel
Eco-efficiency Analysis of the Brazilian Public Transport Based on Data Envelopment Analysis
verfasst von
Wagner Rui Correa Olaya
Victor Welder Santiago Araújo
Nathália Jucá Monteiro
Andreia Zanella
Renata Oliveira
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-031-14763-0_1