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In the absence of unequivocal measures for ranking options, the decision maker needs to resort to pairwise comparisons and capture preferences using comparative linguistic expressions. If multiple decision-makers are involved, the complexity of analysis grows and consistency of results may become questionable. This paper proposes a group decision-making method that draws from the fuzzy Analytic Hierarchy Process (FAHP) and utilizes the type-2 fuzzy envelope of an extended hesitant fuzzy linguistic term set (EHFLTS) to aggregate the preferences of multiple decision-makers. This approach avoids the need for normalization or transformation of the input, thereby reducing information loss. The method\u2019s performance is demonstrated using a notional example of a contractor selection problem. The result (the final ranking of options) is then compared with results generated by means of methods presented in the literature. The proposed approach is a flexible and effective group decision support method that addresses key gaps observed in the existing methods.<\/jats:p>","DOI":"10.1007\/s00500-025-11047-3","type":"journal-article","created":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T03:39:01Z","timestamp":1770435541000},"page":"2481-2502","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The group analytic hierarchy process (G-AHP) with preference aggregation by type-2 fuzzy envelope of extended hesitant fuzzy linguistic term set (EHFLTS)"],"prefix":"10.1007","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3743-0122","authenticated-orcid":false,"given":"Micha\u0142","family":"Tomczak","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2431-033X","authenticated-orcid":false,"given":"G\u00fcl","family":"Polat","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,2,7]]},"reference":[{"key":"11047_CR1","doi-asserted-by":"publisher","first-page":"3297","DOI":"10.1016\/J.ESWA.2013.11.028","volume":"41","author":"L Abdullah","year":"2014","unstructured":"Abdullah L, Najib L (2014) A new type-2 fuzzy set of linguistic variables for the fuzzy analytic hierarchy process. 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