IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v32y2018i15d10.1007_s11269-018-2152-9.html
   My bibliography  Save this article

Multi-Criteria Decision Analysis Under Uncertainty: Two Approaches to Incorporating Data Uncertainty into Water, Sanitation and Hygiene Planning

Author

Listed:
  • Fatine Ezbakhe

    (Universitat Politècnica de Catalunya BarcelonaTech)

  • Agusti Perez-Foguet

    (Universitat Politècnica de Catalunya BarcelonaTech)

Abstract

In the era of the Sustainable Development Goals, for which one of the aims is to provide universal access to safe water, sanitation and hygiene (WASH) services, it is crucial to target and prioritize those who remain unserved. Multi-criteria decision analysis (MCDA) models can play an important role in WASH planning by supporting priority-setting and policy-making. However, in order to avoid misleading assumptions and policy decisions, data uncertainty — intrinsic to the available collection methods — must be integrated into the decision analysis process. In this paper, we present two approaches to incorporating data uncertainty into MCDA models (MAUT and ELECTRE-III). We use WASH planning in rural Kenya as a case study to illustrate and compare the two approaches. The comparison focuses on the way these two models handle uncertainty in the available data. The analysis shows that, while both methods incorporate data uncertainty in a considerably different manner, they lead to similar prioritization settings.

Suggested Citation

  • Fatine Ezbakhe & Agusti Perez-Foguet, 2018. "Multi-Criteria Decision Analysis Under Uncertainty: Two Approaches to Incorporating Data Uncertainty into Water, Sanitation and Hygiene Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(15), pages 5169-5182, December.
    • Handle: RePEc:spr:waterr:v:32:y:2018:i:15:d:10.1007_s11269-018-2152-9
    DOI: 10.1007/s11269-018-2152-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11269-018-2152-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11269-018-2152-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Agustí Pérez-Foguet & Ricard Giné Garriga, 2011. "Analyzing Water Poverty in Basins," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(14), pages 3595-3612, November.
    2. Nastaran Chitsaz & Mohammad Banihabib, 2015. "Comparison of Different Multi Criteria Decision-Making Models in Prioritizing Flood Management Alternatives," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(8), pages 2503-2525, June.
    3. Michela Nardo & Michaela Saisana & Andrea Saltelli & Stefano Tarantola & Anders Hoffman & Enrico Giovannini, 2005. "Handbook on Constructing Composite Indicators: Methodology and User Guide," OECD Statistics Working Papers 2005/3, OECD Publishing.
    4. Roy, B. & Bouyssou, D., 1986. "Comparison of two decision-aid models applied to a nuclear power plant siting example," European Journal of Operational Research, Elsevier, vol. 25(2), pages 200-215, May.
    5. Stewart, Theodor J. & Losa, Fabio B., 2003. "Towards reconciling outranking and value measurement practice," European Journal of Operational Research, Elsevier, vol. 145(3), pages 645-659, March.
    6. Mohammad Ebrahim Banihabib & Farkhondeh-Sadat Hashemi-Madani & Ali Forghani, 2017. "Comparison of Compensatory and non-Compensatory Multi Criteria Decision Making Models in Water Resources Strategic Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(12), pages 3745-3759, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tyler Jarvis & Jordan Clough & Jane Cox & Konnor Petersen & Mitchell Sailsbery & Connor Robertson & Tyler Moncur & Katie Palmer & Darren Lund, 2021. "Using Survey Data and Mathematical Modeling to Prioritize Water Interventions in Developing Countries," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(2), pages 745-756, January.
    2. Sarita Gajbhiye Meshram & Ehsan Alvandi & Chandrashekhar Meshram & Ercan Kahya & Ayad M. Fadhil Al-Quraishi, 2020. "Application of SAW and TOPSIS in Prioritizing Watersheds," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(2), pages 715-732, January.
    3. Ezbakhe, Fatine & Pérez-Foguet, Agustí, 2021. "Decision analysis for sustainable development: The case of renewable energy planning under uncertainty," European Journal of Operational Research, Elsevier, vol. 291(2), pages 601-613.
    4. Manuel Sousa & Maria Fatima Almeida & Rodrigo Calili, 2021. "Multiple Criteria Decision Making for the Achievement of the UN Sustainable Development Goals: A Systematic Literature Review and a Research Agenda," Sustainability, MDPI, vol. 13(8), pages 1-37, April.
    5. Jaros{l}aw Wk{a}tr'obski & Aleksandra Bk{a}czkiewicz & Iga Rudawska, 2023. "A Strong Sustainability Paradigm Based Analytical Hierarchy Process (SSP-AHP) Method to Evaluate Sustainable Healthcare Systems," Papers 2306.00718, arXiv.org.
    6. Wątróbski, Jarosław & Bączkiewicz, Aleksandra & Sałabun, Wojciech, 2022. "New multi-criteria method for evaluation of sustainable RES management," Applied Energy, Elsevier, vol. 324(C).
    7. Vassilios A. Tsihrintzis & Harris Vangelis, 2018. "Water Resources and Environment," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(15), pages 4813-4817, December.
    8. Babak Zolghadr-Asli & Omid Bozorg-Haddad & Maedeh Enayati & Erfan Goharian, 2021. "Developing a Robust Multi-Attribute Decision-Making Framework to Evaluate Performance of Water System Design and Planning under Climate Change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(1), pages 279-298, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hatem Jemmali, 2018. "Water Poverty in Africa: A Review and Synthesis of Issues, Potentials, and Policy Implications," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 335-358, February.
    2. O. Flores Baquero & A. Jiménez Fdez. de Palencia & A. Pérez Foguet, 2016. "Measuring disparities in access to water based on the normative content of the human right," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(2), pages 741-759, June.
    3. Govindan, Kannan & Jepsen, Martin Brandt, 2016. "ELECTRE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 250(1), pages 1-29.
    4. Marek Walesiak & Grażyna Dehnel, 2023. "A Measurement of Social Cohesion in Poland’s NUTS2 Regions in the Period 2010–2019 by Applying Dynamic Relative Taxonomy to Interval-Valued Data," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    5. Heidary Dahooie, Jalil & Qorbani, Ali Reza & Daim, Tugrul, 2021. "Providing a framework for selecting the appropriate method of technology acquisition considering uncertainty in hierarchical group decision-making: Case Study: Interactive television technology," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    6. Hertrich Markus, 2019. "A Novel Housing Price Misalignment Indicator for Germany," German Economic Review, De Gruyter, vol. 20(4), pages 759-794, December.
    7. Drago, Carlo & Ginesti, Gianluca & Pongelli, Claudia & Sciascia, Salvatore, 2018. "Reporting strategies: What makes family firms beat around the bush? Family-related antecedents of annual report readability," Journal of Family Business Strategy, Elsevier, vol. 9(2), pages 142-150.
    8. Fabio Pammolli & Francesco Porcelli & Francesco Vidoli & Guido Borà, 2014. "La spesa sanitaria delle Regioni in Italia - Saniregio 3," Working Papers CERM 02-2014, Competitività, Regole, Mercati (CERM).
    9. Fabio Pammolli & Francesco Porcelli & Francesco Vidoli & Monica Auteri & Guido Borà, 2017. "La spesa sanitaria delle Regioni in Italia - Saniregio2017," Working Papers CERM 01-2017, Competitività, Regole, Mercati (CERM).
    10. Mehar, Mamta & Yamano, Takashi & Panda, Architesh, 2017. "The Role of Gender, Risk, and Time Preferences in Farmers' Rice Variety Selection in Eastern India," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 14(1), June.
    11. Marta Santagata & Enrico Ivaldi & Riccardo Soliani, 2019. "Development and Governance in the Ex-Soviet Union: An Empirical Inquiry," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 157-190, January.
    12. Erahman, Qodri Febrilian & Purwanto, Widodo Wahyu & Sudibandriyo, Mahmud & Hidayatno, Akhmad, 2016. "An assessment of Indonesia's energy security index and comparison with seventy countries," Energy, Elsevier, vol. 111(C), pages 364-376.
    13. Hans-Dieter Evers & Azhari Karim, 2011. "The Maritime Potential of ASEAN Economies," Journal of Current Southeast Asian Affairs, Institute of Asian Studies, GIGA German Institute of Global and Area Studies, Hamburg, vol. 30(1), pages 117-124.
    14. María Pilar de la Cruz López & Juan José Cartelle Barros & Alfredo del Caño Gochi & Manuel Lara Coira, 2021. "New Approach for Managing Sustainability in Projects," Sustainability, MDPI, vol. 13(13), pages 1-27, June.
    15. Schepelmann, Philipp & Goossens, Yanne & Makipaa, Arttu (ed.), 2009. "Towards sustainable development: Alternatives to GDP for measuring progress," Wuppertal Spezial, Wuppertal Institute for Climate, Environment and Energy, volume 42, number 42.
    16. Alessandro Bitetto & Paola Cerchiello & Charilaos Mertzanis, 2021. "A data-driven approach to measuring epidemiological susceptibility risk around the world," DEM Working Papers Series 200, University of Pavia, Department of Economics and Management.
    17. Elisa Barbieri & Manli Huang & Shenglei Pi & Mattia Tassinari, 2017. "Restructuring the Production of Medicines: An Investigation on the Pharmaceutical Sector in China and the Role of Mergers and Acquisitions," IJERPH, MDPI, vol. 14(10), pages 1-21, October.
    18. Ewa Roszkowska & Bartłomiej Jefmański, 2021. "Interval-Valued Intuitionistic Fuzzy Synthetic Measure (I-VIFSM) Based on Hellwig’s Approach in the Analysis of Survey Data," Mathematics, MDPI, vol. 9(3), pages 1-17, January.
    19. Peter Mayerhofer & Oliver Fritz & Dieter Pennerstorfer, 2010. "Dritter Bericht zur internationalen Wettbewerbsfähigkeit Wiens," WIFO Studies, WIFO, number 42430.
    20. Qingyun Du & Yanxia Wang & Fu Ren & Zhiyuan Zhao & Hongqiang Liu & Chao Wu & Langjiao Li & Yiran Shen, 2014. "Measuring and Analysis of Urban Competitiveness of Chinese Provincial Capitals in 2010 under the Constraints of Major Function-Oriented Zoning Utilizing Spatial Analysis," Sustainability, MDPI, vol. 6(6), pages 1-26, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:waterr:v:32:y:2018:i:15:d:10.1007_s11269-018-2152-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.