Document Type : Original Article

Authors

1 Department of Mathematics, Lahijan Branch, Islamic Azad University, Lahijan, Iran.

2 Department of Mathematics, Rasht Branch, Islamic Azad University, Rasht, Iran.

Abstract

Purpose: In the most investigations of sustainability, including environmental, social and economic issues, in addition to the desirable outputs, undesirable outputs are also presented, which is an obstacle to sustainable development. In this regard, the purpose of this paper is providing an approach based on Data Envelopment Analysis (DEA) with different forms of weak disposability of undesirable outputs to move towards sustainability.
Methodology: Presenting a DEA-based model, the sustainability and performance of each dimension of sustainability are calculated simultaneously, while undesirable outputs are present with different forms of weak disposability. The sustainability performance of provincial gas companies is examined using the proposed technique.
Findings: The results show that the proposed method in the performance analysis of sustainability and its dimensions is efficient when undesirable outputs are presented.
Originality/Value: DEA provides a variety of disposability to minimize undesirable outputs and moves to optimize. In this study, an integrated approach with different forms of weak disposability is presented to analyze sustainability.

Keywords

Main Subjects

  • Momeni, E. Hosseinzadeh Lotfi, F., & Farzipoor Saen, R. (2020). Fuzzy centralized DEA approach for reallocation of emission permits under cap and trade regulation. Journal of decisions and operations research, 5(1), 99-123. (In Persian). https://www.magiran.com/paper/2188579
  • Habibzadeh Shojaei, S., & Jankchi Kashani, S. (2015). Investigating the economic, social and environmental sustainability factors of corn seed farms in Qazvin province. Rural economy research, 3(6), 48-33. (In Persian). http://ruraleconomics.kiau.ac.ir/article_532977.html
  • Hosseinzadeh Saljooghi, F., & Elahi Moghaddam, Z. (2013). A new model for determining anchor points in data envelopment analysis. Journal of advanced mathematical modeling, 3(2), 61-79. (In Persian) https://jamm.scu.ac.ir/article_10774.html
  • Maheshwari, S.H. (1994). Sustainable development: agenda for public administration in India. Journal of management and development process, 7(4), 45-55. (In Persian). DOI: 1001.1.17350719.1372.7.4.5.0
  • Jalali Doghozlo, A., Zolfagharzadeh, M. M., Pourezzat, A. , & Bahrami-Kia, G. (2020). Visioning the sustainable development of the Iranian gas refining industry based on the GRI. Organizational resource management research, 10(3), 67-86. (In Persian). http://ormr.modares.ac.ir/article-28-40807-fa.html
  • Afarin Mohammadzadeh, A., & Hasanzadeh, R. (2018). Identification and ranking of effective factors on the implementation of green supply chain management by fuzzy TOPSIS and fuzzy AHP in electricity industry. Journal of decisions and operations research, 3(3), 281-301. (In Persian). DOI: 22105/DMOR.2018.69514
  • Kazemi Matin, R, (2011). A review on weak disposability axiom in modern undesirable output in non-parametric activity analysis. Operations research in its applications, 8(3), 53-69. (In Persian). https://www.sid.ir/Fa/Journal/ViewPaper.aspx?id=164789
  • Mousakhani, M., Saghafi, F., Hasanzade, M., & Sadeghi, M. E. (2020). Presenting a policy framework for high technologies, using identification of factors affecting the development of a technological innovation system with meta-synthesis. Journal of decisions and operations, 5(1).13-27. (In Persian). DOI: 22105/DMOR.2020.221888
  • Fazli, H., & Ansari, M. (2017). Guide for reporting corporate / organizational social responsibility based on 2018 standards: GRI. (In Persian). https://csrrasaneh.ir/wp-content/uploads/2020/11
  • Amirteimoori, A., Fouladvand, M., & Kordrostami, S. (2017). Efficiency measurement using nonparametric production analysis in the presence of undesirable outputs, application to power plants. Operations research and decisions, 27(3), 5-20.
  • Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European journal of operational research, 2(6), 429-444
  • Dakpo, K. H., Jeanneaux, P., & Latruffe, L. (2016). Modelling pollution-generating technologies in performance benchmarking: Recent developments, limits and future prospects in the nonparametric framework. European journal of operational research, 250(2), 347-359.
  • Färe, R., & Grosskopf, S. (2003). Nonparametric productivity analysis with undesirable outputs: comment. American journal of agricultural economics, 85(4), 1070-1074.
  • Knipling, E. F. (1972). Entomology and the management of man's environment. Australian journal of entomology, 11(3), 153-167.
  • Hailu, A., & Veeman, T. S. (2001). Non-parametric productivity analysis with undesirable outputs: an application to the Canadian pulp and paper industry. American journal of agricultural economics, 83(3), 605-616.
  • Kuosmanen, T., & Podinovski, V. (2009). Weak disposability in nonparametric production analysis: reply to Färe and Grosskopf. American journal of agricultural economics, 91(2), 539-545.
  • Zhou, H., Yang, Y., Chen, Y., & Zhu, J. (2018). Data envelopment analysis application in sustainability: the origins, development and future directions. European journal of operational research, 264(1), 1-16.
  • Amirteimoori, H., Amirteimoori, A., & Amirteimoori, A. (2020). Sustainability assessment in the presence   of undesirable factors over time: a case on gas companies. Expert systems, 37, e12316. https://doi.org/10.1111/exsy.12316
  • Noveiri, M. J. S., & Kordrostami, S. (2019). Multi-period sustainability performance in the presence of discrete and bounded measures. International journal of industiral engineering & producion research, 30(4), 507-528.
  • Noveiri, M. J. S., & Kordrostami, S. (2020). Trade-offs analysis of sustainability dimensions using integer-valued DEA. Croatian operational research review, 11(2), 275-289.
  • Shephard R.W. (1970). Theory of cost and production functions. Princeton University Press, Princeton.
  • Carson, R. (1962). Silent spring (1st Ed). Houghton Mifflin. https://www.abebooks.com
  • Kuosmanen, T. (2005). Weak disposability in nonparametric productivity analysis with undesirable outputs. American journal of agricultural economics, 87, 1077-1082.