IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i9p4690-d541464.html
   My bibliography  Save this article

Group Spatial Preferences of Residential Locations—Simplified Method Based on Crowdsourced Spatial Data and MCDA

Author

Listed:
  • Joanna Jaroszewicz

    (Department of Spatial Planning and Environmental Sciences, Warsaw University of Technology, 00-661 Warsaw, Poland)

  • Anna Majewska

    (Department of Spatial Planning and Environmental Sciences, Warsaw University of Technology, 00-661 Warsaw, Poland)

Abstract

Residential location preferences illustrate how the attractiveness of particular neighbourhoods is perceived and indicate what improves or lowers the comfort of life in a city according to its residents. This research analyses the residential preferences of students who were asked to indicate their most preferred residential locations and to define their selection criteria. The study was conducted in two phases: in 2019, before the outbreak of the pandemic, and in 2020 during the second wave of the COVID-19 outbreak. The methodology of spatial multi-criteria analyses and the developed simplified approach to determining collective preferences from crowdsourced data FCPR (first criteria partial ranking) were used to analyse the preferences. The following research questions were asked: (1) whether the developed simplified FCPR methodology would provide results similar to the methods currently used to determine group weightings of criteria; (2) what spatial aspects were important for the students when choosing where to live, and (3) whether these aspects change in the face of the pandemic. The results obtained confirmed the effectiveness of the simplified approach. They indicated a significant relationship between an efficient public transport system and residence preferences, even with prolonged distance learning. They also showed the increased importance of location close to family or friends in the face of the pandemic. Only a combined analysis of the preferences expressed both in the form of a ranking of criteria and directly indicated locations provides complete information.

Suggested Citation

  • Joanna Jaroszewicz & Anna Majewska, 2021. "Group Spatial Preferences of Residential Locations—Simplified Method Based on Crowdsourced Spatial Data and MCDA," Sustainability, MDPI, vol. 13(9), pages 1-24, April.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:4690-:d:541464
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/9/4690/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/9/4690/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hobday, R.A. & Cason, J.W., 2009. "The open-air treatment of pandemic influenza," American Journal of Public Health, American Public Health Association, vol. 99(S2), pages 236-242.
    2. Fischer, Gregory W., 1995. "Range Sensitivity of Attribute Weights in Multiattribute Value Models," Organizational Behavior and Human Decision Processes, Elsevier, vol. 62(3), pages 252-266, June.
    3. Krzysztof Herman & Łukasz Drozda, 2021. "Green Infrastructure in the Time of Social Distancing: Urban Policy and the Tactical Pandemic Urbanism," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    4. Ahmad Alkharabsheh & Sarbast Moslem & Laila Oubahman & Szabolcs Duleba, 2021. "An Integrated Approach of Multi-Criteria Decision-Making and Grey Theory for Evaluating Urban Public Transportation Systems," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    5. Donald G. Saari, 1985. "The Optimal Ranking Method is the Borda Count," Discussion Papers 638, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    6. Mats Danielson & Love Ekenberg, 2017. "A Robustness Study of State-of-the-Art Surrogate Weights for MCDM," Group Decision and Negotiation, Springer, vol. 26(4), pages 677-691, July.
    7. Brad Carter & Claus Rinner, 2014. "Locally weighted linear combination in a vector geographic information system," Journal of Geographical Systems, Springer, vol. 16(3), pages 343-361, July.
    8. Zaher Youssef & Habib Alshuwaikhat & Imran Reza, 2021. "Modeling the Modal Shift towards a More Sustainable Transport by Stated Preference in Riyadh, Saudi Arabia," Sustainability, MDPI, vol. 13(1), pages 1-19, January.
    9. Pekka Korhonen & Kari Silvennoinen & Jyrki Wallenius & Anssi Öörni, 2013. "A careful look at the importance of criteria and weights," Annals of Operations Research, Springer, vol. 211(1), pages 565-578, December.
    10. Sajjad Zahir, 2009. "Normalisation and rank reversals in the additive analytic hierarchy process: a new analysis," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 4(4), pages 446-467.
    11. Georgia Pozoukidou & Zoi Chatziyiannaki, 2021. "15-Minute City: Decomposing the New Urban Planning Eutopia," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    12. David Uribe & Davide Geneletti & Rafael F. Del Castillo & Francesco Orsi, 2014. "Integrating Stakeholder Preferences and GIS-Based Multicriteria Analysis to Identify Forest Landscape Restoration Priorities," Sustainability, MDPI, vol. 6(2), pages 1-17, February.
    13. Michael D Lee & Mark Steyvers & Brent Miller, 2014. "A Cognitive Model for Aggregating People's Rankings," PLOS ONE, Public Library of Science, vol. 9(5), pages 1-9, May.
    14. P Leskinen & J Kangas, 2005. "Rank reversals in multi-criteria decision analysis with statistical modelling of ratio-scale pairwise comparisons," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(7), pages 855-861, July.
    15. Yunxi Bai & Jusheng Song & Shanshan Wu & Wei Wang & Jacqueline T. Y. Lo & S. M. Lo, 2020. "Comparing the Impacts of Location Attributes on Residents’ Preferences and Residential Values in Compact Cities: A Case Study of Hong Kong," Sustainability, MDPI, vol. 12(12), pages 1-23, June.
    16. Arika Ligmann-Zielinska & Piotr Jankowski, 2012. "Impact of proximity-adjusted preferences on rank-order stability in geographical multicriteria decision analysis," Journal of Geographical Systems, Springer, vol. 14(2), pages 167-187, April.
    17. Misato Uehara & Makoto Fujii & Kazuki Kobayashi, 2021. "A Model of Stress Change under the First COVID-19 Pandemic among the General Public in Japanese Major Cities and Rural Areas," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
    18. Thomas L. Saaty, 1994. "How to Make a Decision: The Analytic Hierarchy Process," Interfaces, INFORMS, vol. 24(6), pages 19-43, December.
    19. Ginevra Balletto & Mara Ladu & Alessandra Milesi & Giuseppe Borruso, 2021. "A Methodological Approach on Disused Public Properties in the 15-Minute City Perspective," Sustainability, MDPI, vol. 13(2), pages 1-19, January.
    20. Sylvia J.T. Jansen, 2020. "Urban, suburban or rural? Understanding preferences for the residential environment," Journal of Urbanism: International Research on Placemaking and Urban Sustainability, Taylor & Francis Journals, vol. 13(2), pages 213-235, April.
    21. Giuseppe Munda, 2008. "Social Multi-Criteria Evaluation for a Sustainable Economy," Springer Books, Springer, number 978-3-540-73703-2, December.
    Full references (including those not matched with items on IDEAS)

    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. Chang, Yu-Hern & Yeh, Chung-Hsing, 2001. "Evaluating airline competitiveness using multiattribute decision making," Omega, Elsevier, vol. 29(5), pages 405-415, October.
    2. Vladimir Jakovljevic & Mališa Zizovic & Dragan Pamucar & Željko Stević & Miloljub Albijanic, 2021. "Evaluation of Human Resources in Transportation Companies Using Multi-Criteria Model for Ranking Alternatives by Defining Relations between Ideal and Anti-Ideal Alternative (RADERIA)," Mathematics, MDPI, vol. 9(9), pages 1-25, April.
    3. Majewska, Anna & Denis, Małgorzata & Krzysztofik, Sylwia & Monika Maria, Cysek-Pawlak, 2022. "The development of small towns and towns of well-being: Current trends, 30 years after the change in the political system, based on the Warsaw suburban area," Land Use Policy, Elsevier, vol. 115(C).
    4. Tugce Beycan & B. P. Vani & Rainer Bruggemann & Christian Suter, 2019. "Ranking Karnataka Districts by the Multidimensional Poverty Index (MPI) and by Applying Simple Elements of Partial Order Theory," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 173-200, May.
    5. Fabio Borghetti & Cristian Giovanni Colombo & Michela Longo & Renato Mazzoncini & Leonardo Cesarini & Luigi Contestabile & Claudio Somaschini, 2021. "15-Min Station: A Case Study in North Italy City to Evaluate the Livability of an Area," Sustainability, MDPI, vol. 13(18), pages 1-18, September.
    6. Mehmet Ali Dereli & Emre Tercan, 2021. "Comparison of GIS-based surrogate weighting methods for multi-directional landfill site selection in West Mediterranean Planning Region in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 3438-3457, March.
    7. Ardalan Bafahm & Minghe Sun, 2019. "Some Conflicting Results in the Analytic Hierarchy Process," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 465-486, March.
    8. Majewska, Anna & Denis, Małgorzata & Jarecka-Bidzińska, Ewa & Jaroszewicz, Joanna & Krupowicz, Wioleta, 2022. "Pandemic resilient cities: Possibilities of repairing Polish towns and cities during COVID-19 pandemic," Land Use Policy, Elsevier, vol. 113(C).
    9. Sdoukopoulos, Alexandros & Papadopoulos, Efthymis & Verani, Eleni & Politis, Ioannis, 2024. "Putting theory into practice: A novel methodological framework for assessing cities' compliance with the 15-min city concept," Journal of Transport Geography, Elsevier, vol. 114(C).
    10. Najmeh Mozaffaree Pour & Jenni Partanen, 2024. "Planning for the urban future: two-level spatial analysis to discover 15-Minute City potential in urban area and expansion in Tallinn, Estonia," Journal of Computational Social Science, Springer, vol. 7(1), pages 777-807, April.
    11. Jose Antonio Fernández Gallardo & Jose María Caridad y Ocerín & María Genoveva Millán Vázquez de la Torre, 2019. "Evaluation of the Reception Capacity of a Certain Area Regarding Tourist Housing, Addressing Sustainable-Tourism Criteria," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    12. Ilan Noy & Toshihiro Okubo & Eric Strobl, 2023. "The Japanese textile sector and the influenza pandemic of 1918–1920," Journal of Regional Science, Wiley Blackwell, vol. 63(5), pages 1192-1227, November.
    13. Bruno Marques & Jacqueline McIntosh & Chitrakala Muthuveerappan & Krzysztof Herman, 2022. "The Importance of Outdoor Spaces during the COVID-19 Lockdown in Aotearoa—New Zealand," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    14. Lars Carlsen, 2024. "Sustainability: An Ethical Challenge: The Overexploitation of the Planet as an Exemplary Case," Sustainability, MDPI, vol. 16(8), pages 1-16, April.
    15. Amir Reza Khavarian-Garmsir & Ayyoob Sharifi & Mohammad Hajian Hossein Abadi & Zahra Moradi, 2023. "From Garden City to 15-Minute City: A Historical Perspective and Critical Assessment," Land, MDPI, vol. 12(2), pages 1-15, February.
    16. Del Corso, Jean-Pierre & Kephaliacos, Charilaos & Plumecocq, Gaël, 2015. "Legitimizing farmers' new knowledge, learning and practices through communicative action: Application of an agro-environmental policy," Ecological Economics, Elsevier, vol. 117(C), pages 86-96.
    17. Bhatta, Arun & Bigsby, Hugh R. & Cullen, Ross, 2011. "Alternative to Comprehensive Ecosystem Services Markets: The Contribution of Forest-Related Programs in New Zealand," 2011 Conference, August 25-26, 2011, Nelson, New Zealand 115350, New Zealand Agricultural and Resource Economics Society.
    18. Jamie P. Monat, 2009. "The benefits of global scaling in multi-criteria decision analysis," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 4(6), pages 492-508, October.
    19. Fernando Fonseca & Escolástica Fernandes & Rui Ramos, 2022. "Walkable Cities: Using the Smart Pedestrian Net Method for Evaluating a Pedestrian Network in Guimarães, Portugal," Sustainability, MDPI, vol. 14(16), pages 1-23, August.
    20. Daniel Schatz & Rabih Bashroush, 0. "Economic valuation for information security investment: a systematic literature review," Information Systems Frontiers, Springer, vol. 0, pages 1-24.

    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:gam:jsusta:v:13:y:2021:i:9:p:4690-:d:541464. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.