Abstract
Solid waste management is a recent challenge for both developed and developing countries because of urbanization and population growth. This research aims to identify and compare the economic efficiency of Canadian waste management systems integrating the fuzzy analytic hierarchy process (FAHP) with the efficacy method. Six economic indicators—diversion gross domestic product (DGDP) ratio, gross domestic product (GDP) of all industries, GDP of Sector 562, diversion rate, waste management output indicator, and diversion size indicator—are considered in this study. Initially, the FAHP method was used to calculate the indicator weights, and the efficacy method then ranked the DGDP ratio as the most influential factor for the GDP-related indicators. The DGDP ratio and diversion rate were determined to be most critical in the assessment of the economic efficiency of a solid waste management system in Canada. The result also revealed that the economic performance of the waste management systems of Nova Scotia, British Columbia, and Ontario are better compared to those of other provinces. The outcome of this study will aid the government and provincial organizations in establishing an effective solid waste management plan to improve their overall performance.
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The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Abbasi SA (2018) The myth and the reality of energy recovery from municipal solid waste. Ener Sust Soc 8(1):1–15
Bolingbroke D, Ng KTW, Vu HL, Richter A (2021) Quantification of solid waste management system efficiency using input–output indices. J Mater Cycles Waste Manag 23(3):1015–1025
Bolingbroke DEJ (2019) Using waste diversion indicators to understand the diversion efficiency and the materials handled efficiency of Canadian solid waste management systems [Master’s thesis, University of Regina]. http://hdl.handle.net/10294/9193/. Accessed 1 Feb 2022
Bruce N, Asha AZ, Ng KTW (2016) Analysis of solid waste management systems in Alberta and British Columbia using provincial comparison. Can J Civ Eng 43(4):351–360
Chang DY (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95(3):649–655
Chen Q, Wang C, Wen P, Wang M, Zhao J (2018) Comprehensive performance evaluation of low-carbon modified asphalt based on efficacy coefficient method. J Clean Prod 203:633–644
Kabir G, Ng KTW (2019), Economic efficiency evaluation of Canadian solid waste management systems. First International Conference on Sustainability of Natural Resources: Sustainable Solid Waste Management, Buraydah, Saudi Arabia, November 05–06.
Kabir G, Hasin MAA (2013) Integrating modified Delphi method with fuzzy AHP for optimal power substation location selection. Int J Mul Dec Mak 3(4):381–398
Kabir G, Sumi RS (2013) Integrating fuzzy Delphi with fuzzy analytic hierarchy process for multiple criteria inventory classification. J Eng pro pro Manage 3(1):22–34
Kahraman C, Cebeci U, Ulukan Z (2003) Multi-criteria supplier selection using fuzzy AHP. Log Inf Manage 16(6):382–394
Khoshand A, Rahimi K, Ehteshami M, Gharaei S (2019) Fuzzy AHP approach for prioritizing electronic waste management options: a case study of Tehran. Iran Environ Sci Pollut Res 26(10):9649–9660
Lakhan C (2015) Diversion, but at what cost? The economic challenges of recycling in Ontario. Resour Conserv Recycl 95:133–142
Mosadeghi R, Warnken J, Tomlinson R, Mirfenderesk H (2015) Comparison of fuzzy-AHP and AHP in a spatial multi-criteria decision making model for urban land-use planning. Comp Env Urb Sys 49:54–65
Mueller W (2013) The effectiveness of recycling policy options: waste diversion or just diversions? Waste Manage 33(3):508–518
Pan C, Bolingbroke D, Ng KTW, Richter A, Vu HL (2019) The use of waste diversion indices on the analysis of Canadian waste management models. J Mater Cycles Waste Manag 21(3):478–487
Richter A, Bruce N, Ng KT, Chowdhury A, Vu HL (2017) Comparison between Canadian and Nova Scotian waste management and diversion models—a Canadian case study. Sustain Cities Soc 30:139–149
Richter A, Ng KT, Pan C (2018) Effects of percent operating expenditure on Canadian non-hazardous waste diversion. Sustain Cities Soc 38:420–428
Rupani PF, Delarestaghi RM, Abbaspour M, Rupani MM, El-Mesery HS, Shao W (2019) Current status and future perspectives of solid waste management in Iran: a critical overview of Iranian metropolitan cities. Environ Sci Pollut Res 26(32):32777–32789
Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York
Sen MK, Dutta S, Kabir G, Laskar SA (2021) Fuzzy analytic hierarchy process framework for quantifying the flood resilience of housing infrastructure systems. Can J Civ Eng. https://doi.org/10.1139/cjce-2020-0819
Statistics Canada (2017) Disposal of waste, by source, Canada, provinces and territories every 2 years (tonnes). CANSIM table 153–0041. Catalogue No. 16F0023X
Waste & Recycling (2019) Canada scores eighth worst in OECD waste index. https://www.wasterecyclingmag.ca/solid-waste/canada-scores-eighth-worst-in-global-waste-index/1003282901/. Accessed 1 Feb 2022
Wang Y, Ng KTW, Asha AZ (2016) Non-hazardous waste generation characteristics and recycling practices in Saskatchewan and Manitoba. Canada J Mater Cycles Waste Manag 18(4):715–724
Wang Y, Jing H, Han L, Yu L, Zhang Q (2014) Risk analysis on swell-shrink capacity of expansive soils with efficacy coefficient method and entropy coefficient method. App Clay Sci 99:275–281
Wang YM, Luo Y, Hua Z (2007) On the extent analysis method for fuzzy AHP and its applications. Eur J Oper Res 186(2):735–747
Xiao S, Dong H, Geng Y, Francisco MJ, Pan H, Wu F (2020) An overview of the municipal solid waste management modes and innovations in Shanghai. China Environ Sci Pollut Res 27(24):29943–29953
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All authors contributed to the study. Golam Kabir contributed to the conceptualization, methodology, formal analysis, software, data curation, resources, visualization, validation, supervision, and reviewing of the final draft. Sk Kafi Ahmed and Armin Aalirezaei contributed to the conceptualization, methodology, formal analysis, investigation, data curation, visualization, and preparation of the initial draft. Kelvin T.W. Ng contributed to the conceptualization, resources, data curation, validation, and reviewing of the final draft. All authors read and approved the final manuscript.
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Kabir, G., Ahmed, S.K., Aalirezaei, A. et al. Benchmarking Canadian solid waste management system integrating fuzzy analytic hierarchy process (FAHP) with efficacy methods. Environ Sci Pollut Res 29, 51578–51588 (2022). https://doi.org/10.1007/s11356-022-19492-5
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DOI: https://doi.org/10.1007/s11356-022-19492-5