{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,20]],"date-time":"2025-12-20T21:52:04Z","timestamp":1766267524520,"version":"3.41.2"},"reference-count":93,"publisher":"Emerald","issue":"1","license":[{"start":{"date-parts":[[2020,4,2]],"date-time":"2020-04-02T00:00:00Z","timestamp":1585785600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2021,3,27]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>Project selection is a critical decision for any organization seeking to commission a large-scale construction project. Project selection is a complex multi-criteria decision-making problem with significant uncertainty and high risks. Fuzzy set theory has been used to address various aspects of project uncertainty, but with key practical limitations. This study aims to develop and apply a novel Pythagorean fuzzy sets (PFSs) approach that overcomes these key limitations.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>The study is particular to complex project selection in the context of increasing interest in resilience as a key project selection criterion. Project resilience is proposed and considered in the specific situation of a large-scale construction project selection case study. The case study develops and applies a PFS approach to manage project uncertainty. The case study is presented to demonstrate how PFS is applied to a practical problem of realistic complexity. Working through the case study highlights some of the key benefits of the PFS approach for practicing project managers and decision-makers in general.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>The PFSs approach proposed in this study is shown to be scalable, efficient, generalizable and practical. The results confirm that the inclusion of last aggregation and last defuzzification avoids the potentially critical information loss and relative lack of transparency. Most especially, the developed PFS is able to accommodate and manage domain expert expressions of uncertainty that are realistic and practical.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>The main novelty of this study is to address project resilience in the form of multi-criteria evaluation and decision-making under PFS uncertainty. The approach is defined mathematically and presented as a six-step approach to decision-making. The PFS approach is given to allow multiple domain experts to focus more clearly on accurate expressions of their agreement and disagreement. PFS is shown to be an important new direction in practical multi-criteria decision-making methods for the project management practitioner.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/k-04-2019-0225","type":"journal-article","created":{"date-parts":[[2020,4,2]],"date-time":"2020-04-02T07:47:25Z","timestamp":1585813645000},"page":"118-146","source":"Crossref","is-referenced-by-count":14,"title":["Introducing a multi-criteria evaluation method using Pythagorean fuzzy sets"],"prefix":"10.1108","volume":"50","author":[{"given":"Vahid","family":"Mohagheghi","sequence":"first","affiliation":[]},{"given":"Seyed Meysam","family":"Mousavi","sequence":"additional","affiliation":[]},{"given":"Mohammad","family":"Mojtahedi","sequence":"additional","affiliation":[]},{"given":"Sidney","family":"Newton","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2020,4,2]]},"reference":[{"issue":"2","key":"key2021043008573995800_ref001","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1007\/s40092-016-0175-5","article-title":"The multi-objective decision making methods based on MULTIMOORA and MOOSRA for the laptop selection problem","volume":"13","year":"2017","journal-title":"Journal of Industrial Engineering International"},{"issue":"24","key":"key2021043008573995800_ref002","doi-asserted-by":"crossref","first-page":"9565","DOI":"10.1016\/j.eswa.2015.07.061","article-title":"An integrated fuzzy AHP and fuzzy MOORA approach to the problem of industrial engineering sector choosing","volume":"42","year":"2015","journal-title":"Expert Systems with Applications"},{"issue":"1","key":"key2021043008573995800_ref003","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1080\/17509653.2018.1467802","article-title":"A fuzzy goal programming-regression approach to optimize process performance of multiple responses under uncertainty","volume":"14","year":"2019","journal-title":"International Journal of Management Science and Engineering Management"},{"key":"key2021043008573995800_ref004","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1016\/j.jclepro.2018.04.167","article-title":"An integrated fuzzy MOORA method and FMEA technique for sustainable supplier selection considering quantity discounts and supplier\u2019s risk","volume":"190","year":"2018","journal-title":"Journal of Cleaner Production"},{"volume-title":"Intuitionistic Fuzzy Sets","year":"1983","key":"key2021043008573995800_ref005"},{"key":"key2021043008573995800_ref006","first-page":"1","article-title":"An application of WASPAS method in risk qualitative analysis: a case study of a road construction project in Iran","year":"2019","journal-title":"International Journal of Construction Management"},{"issue":"3","key":"key2021043008573995800_ref007","doi-asserted-by":"crossref","first-page":"421","DOI":"10.3846\/13923730.2016.1268645","article-title":"Garage location selection for residential house by WASPAS-SVNS method","volume":"23","year":"2017","journal-title":"Journal of Civil Engineering and Management"},{"issue":"8","key":"key2021043008573995800_ref008","doi-asserted-by":"crossref","first-page":"2817","DOI":"10.1007\/s11269-018-1960-2","article-title":"An integrated framework to evaluate resilient-sustainable Urban drainage management plans using a combined-adaptive MCDM technique","volume":"32","year":"2018","journal-title":"Water Resources Management"},{"issue":"3","key":"key2021043008573995800_ref009","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1080\/014461998372358","article-title":"A methodology for assessing construction project delays","volume":"16","year":"1998","journal-title":"Construction Management and Economics"},{"issue":"3","key":"key2021043008573995800_ref010","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1111\/jscm.12050","article-title":"A contingent resource\u2010based perspective of supply chain resilience and robustness","volume":"50","year":"2014","journal-title":"Journal of Supply Chain Management"},{"issue":"1","key":"key2021043008573995800_ref011","first-page":"1","volume":"49","year":"2015","journal-title":"Applications of Waspas Method as A Multi-Criteria Decision-Making Tool. 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