{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T22:20:14Z","timestamp":1755037214618,"version":"3.41.2"},"reference-count":81,"publisher":"World Scientific Pub Co Pte Ltd","issue":"05","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Info. Tech. Dec. Mak."],"published-print":{"date-parts":[[2025,7]]},"abstract":"<jats:p> It is important to perform to find the most appropriate normalization procedure in MCDM methods. Normalization procedures proposed in the literature have tended to focus on cost and benefit type criteria. Some of the criteria discussed in MCDM problems may be required not to exceed a certain lower bound or upper bound, while others may be required to meet a certain target value. However, some criteria require target and boundary values-based normalizations, and these types of procedures receive much less attention despite their importance in many decision-making problems such as workers\u2019 physical workload evaluation. Criteria affecting physical workload require target and boundary values-based normalizations because these normalization procedures best match the properties of human physiological capacities. In this context, this study proposes new normalization procedures based on target and boundary values. These new normalizations are applied in Criteria Importance through Inter-criteria Correlation (CRITIC), Preference Selection Index (PSI) to obtain criteria weights and Combined Compromise Solution (CoCoSo) method to prioritize workers for their physical workload levels. Additionally, a sensitivity analysis was performed to interpret the ranking differences for CRITIC-CoCoSo and PSI-CoCoSo integrations based on proposed normalization procedures. <\/jats:p>","DOI":"10.1142\/s0219622025500117","type":"journal-article","created":{"date-parts":[[2025,2,11]],"date-time":"2025-02-11T10:59:20Z","timestamp":1739271560000},"page":"1459-1491","source":"Crossref","is-referenced-by-count":1,"title":["Boundary and Target Value-Based Normalization Procedures for MCDM Methods: An Application on Workers\u2019 Physical Workload Evaluation by Using CRITIC-PSI-CoCoSo"],"prefix":"10.1142","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6622-4646","authenticated-orcid":false,"given":"Pelin","family":"Tokta\u015f","sequence":"first","affiliation":[{"name":"Engineering Faculty, Industrial Engineering Department, Ba\u015fkent University, Ankara, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7275-2012","authenticated-orcid":false,"given":"G\u00fclin Feryal","family":"Can","sequence":"additional","affiliation":[{"name":"Engineering Faculty, Industrial Engineering Department, Ba\u015fkent University, Ankara, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3051-0496","authenticated-orcid":false,"given":"Elif K\u0131l\u0131\u00e7","family":"Delice","sequence":"additional","affiliation":[{"name":"Engineering Faculty, Industrial Engineering Department, Atat\u00fcrk University, Erzurum, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2025,3,22]]},"reference":[{"key":"S0219622025500117BIB001","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-31165-4_26"},{"key":"S0219622025500117BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-78574-5_4"},{"key":"S0219622025500117BIB004","unstructured":"S. Brody,  Bioenergetics and Growth  (Reinhold,  New York,  1945), p.  906."},{"key":"S0219622025500117BIB005","doi-asserted-by":"publisher","DOI":"10.1080\/00140130210123499"},{"key":"S0219622025500117BIB006","doi-asserted-by":"publisher","DOI":"10.18488\/journal.11\/2014.3.4\/11.4.203.224"},{"key":"S0219622025500117BIB007","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-12586-2"},{"key":"S0219622025500117BIB008","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2009.06.021"},{"key":"S0219622025500117BIB009","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622015500315"},{"key":"S0219622025500117BIB010","doi-asserted-by":"publisher","DOI":"10.4314\/jasem.v23i8.7"},{"key":"S0219622025500117BIB011","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0548(94)00059-H"},{"key":"S0219622025500117BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksues.2013.06.003"},{"key":"S0219622025500117BIB013","doi-asserted-by":"publisher","DOI":"10.1108\/MD-05-2017-0458"},{"key":"S0219622025500117BIB015","unstructured":"A. Van Delft and  P. Nijkamp,  Multi-Criteria Analysis and Regional Decision-Making  (M. Nijhoft,  Leiden, The Netherlands,  1977),  pp. 37\u201338."},{"issue":"2","key":"S0219622025500117BIB017","first-page":"251","volume":"11","author":"Pavli\u010di\u0107 D.","year":"2001","journal-title":"Yugoslav Journal of Operations Research"},{"key":"S0219622025500117BIB018","doi-asserted-by":"publisher","DOI":"10.15388\/Informatica.2008.215"},{"key":"S0219622025500117BIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.matdes.2011.09.005"},{"key":"S0219622025500117BIB020","doi-asserted-by":"publisher","DOI":"10.20894\/IJCOA.101.003.003.023"},{"key":"S0219622025500117BIB021","doi-asserted-by":"publisher","DOI":"10.25103\/jestr.073.23"},{"key":"S0219622025500117BIB022","doi-asserted-by":"publisher","DOI":"10.1016\/j.matdes.2014.09.022"},{"issue":"1","key":"S0219622025500117BIB023","volume":"51","author":"Yazdani M.","year":"2017","journal-title":"Economic Computation & Economic Cybernetics Studies & Research"},{"issue":"1","key":"S0219622025500117BIB024","first-page":"7","volume":"61","author":"Turskis Z.","year":"2009","journal-title":"Engineering Economics"},{"issue":"4","key":"S0219622025500117BIB025","first-page":"159","volume":"52","author":"Kosareva N.","year":"2018","journal-title":"Economic Computation and Economic Cybernetics Studies and Research"},{"key":"S0219622025500117BIB026","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-020-02581-9"},{"issue":"2","key":"S0219622025500117BIB027","first-page":"59","volume":"4","author":"Mathew M.","year":"2017","journal-title":"International Journal of Innovative Research and Advanced Studies"},{"issue":"4","key":"S0219622025500117BIB028","first-page":"857","volume":"31","author":"Wen Z.","year":"2020","journal-title":"Informatica"},{"key":"S0219622025500117BIB029","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2022.02.099"},{"issue":"1","key":"S0219622025500117BIB030","first-page":"1","volume":"14","author":"Vafaei N.","year":"2022","journal-title":"International Journal of Decision Support System Technology (IJDSST)"},{"key":"S0219622025500117BIB031","doi-asserted-by":"publisher","DOI":"10.4018\/IJBAN.298017"},{"key":"S0219622025500117BIB032","doi-asserted-by":"publisher","DOI":"10.1097\/00007632-199812010-00005"},{"key":"S0219622025500117BIB033","doi-asserted-by":"publisher","DOI":"10.5271\/sjweh.643"},{"key":"S0219622025500117BIB034","doi-asserted-by":"publisher","DOI":"10.1097\/00043764-200210000-00012"},{"key":"S0219622025500117BIB035","doi-asserted-by":"publisher","DOI":"10.1080\/00140130210123499"},{"key":"S0219622025500117BIB036","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijnurstu.2004.03.012"},{"key":"S0219622025500117BIB037","doi-asserted-by":"publisher","DOI":"10.1002\/ajim.20221"},{"key":"S0219622025500117BIB038","doi-asserted-by":"publisher","DOI":"10.1016\/j.ergon.2008.01.012"},{"key":"S0219622025500117BIB039","doi-asserted-by":"publisher","DOI":"10.1080\/001401399185054"},{"key":"S0219622025500117BIB040","series-title":"Transition to Industry 4.0, Proceedings","first-page":"121","volume-title":"International Symposium for Production Research 2017","author":"Can G. F."},{"key":"S0219622025500117BIB041","doi-asserted-by":"publisher","DOI":"10.1002\/hfm.20924"},{"key":"S0219622025500117BIB042","doi-asserted-by":"publisher","DOI":"10.1016\/j.matdes.2009.11.020"},{"key":"S0219622025500117BIB043","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622023300033"},{"key":"S0219622025500117BIB044","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3374385"},{"key":"S0219622025500117BIB045","doi-asserted-by":"publisher","DOI":"10.1186\/s40854-024-00616-4"},{"key":"S0219622025500117BIB046","doi-asserted-by":"publisher","DOI":"10.1590\/0101-7438.2018.038.02.0331"},{"key":"S0219622025500117BIB047","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.04.023"},{"key":"S0219622025500117BIB048","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2018.02.062"},{"key":"S0219622025500117BIB049","doi-asserted-by":"publisher","DOI":"10.1016\/j.mcm.2011.12.022"},{"key":"S0219622025500117BIB050","doi-asserted-by":"publisher","DOI":"10.31181\/dmame0318102022t"},{"key":"S0219622025500117BIB051","doi-asserted-by":"publisher","DOI":"10.1007\/s12008-022-00894-1"},{"key":"S0219622025500117BIB052","first-page":"1","author":"Wan G.","year":"2023","journal-title":"Granular Computing"},{"key":"S0219622025500117BIB053","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-023-01032-4"},{"key":"S0219622025500117BIB054","doi-asserted-by":"publisher","DOI":"10.3389\/fenvs.2022.1088064"},{"key":"S0219622025500117BIB055","doi-asserted-by":"publisher","DOI":"10.1007\/s40314-022-02183-9"},{"key":"S0219622025500117BIB056","doi-asserted-by":"publisher","DOI":"10.1007\/s41660-022-00289-5"},{"key":"S0219622025500117BIB057","doi-asserted-by":"publisher","DOI":"10.1007\/s40815-022-01442-5"},{"key":"S0219622025500117BIB058","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110145"},{"key":"S0219622025500117BIB059","doi-asserted-by":"publisher","DOI":"10.1016\/j.seps.2022.101475"},{"key":"S0219622025500117BIB060","doi-asserted-by":"publisher","DOI":"10.33712\/mana.1250335"},{"key":"S0219622025500117BIB061","doi-asserted-by":"publisher","DOI":"10.58602\/chain.v1i2.27"},{"journal-title":"Journal of Geography and Regional Development","year":"2023","author":"Molaei Qelichi M.","key":"S0219622025500117BIB062"},{"key":"S0219622025500117BIB063","doi-asserted-by":"publisher","DOI":"10.5267\/j.dsl.2022.10.001"},{"volume-title":"International Academic Research and Reviews in Social, Human and Administrative Sciences","year":"2023","author":"Y\u0131lmaz N.","key":"S0219622025500117BIB064"},{"key":"S0219622025500117BIB065","doi-asserted-by":"publisher","DOI":"10.1108\/MD-12-2021-1621"},{"issue":"1","key":"S0219622025500117BIB066","volume":"6","author":"S\u00fcmerli Sar\u0131g\u00fcl S.","year":"2023","journal-title":"International Journal of Management Academy"},{"key":"S0219622025500117BIB067","doi-asserted-by":"publisher","DOI":"10.57223\/spies.2023.1.1.04"},{"key":"S0219622025500117BIB068","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2023.103667"},{"issue":"68","key":"S0219622025500117BIB069","volume":"17","author":"Jamasbi N.","year":"2023","journal-title":"Iranian Journal of Management Sciences"},{"key":"S0219622025500117BIB070","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110393"},{"key":"S0219622025500117BIB071","doi-asserted-by":"publisher","DOI":"10.3390\/systems11020074"},{"key":"S0219622025500117BIB072","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2023.103169"},{"key":"S0219622025500117BIB073","doi-asserted-by":"publisher","DOI":"10.1007\/s13762-022-04075-1"},{"issue":"48","key":"S0219622025500117BIB074","first-page":"539","volume":"12","author":"Abdi N.","year":"2023","journal-title":"Journal of Investment Knowledge"},{"key":"S0219622025500117BIB076","doi-asserted-by":"publisher","DOI":"10.17336\/igusbd.897535"},{"issue":"1","key":"S0219622025500117BIB077","volume":"9","author":"Turanl\u0131 R.","year":"2023","journal-title":"Balkan & Near Eastern Journal of Social Sciences (BNEJSS)"},{"key":"S0219622025500117BIB078","first-page":"1","author":"Yang B.","year":"2023","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"S0219622025500117BIB080","doi-asserted-by":"publisher","DOI":"10.1016\/j.dajour.2023.100168"},{"key":"S0219622025500117BIB081","doi-asserted-by":"publisher","DOI":"10.1108\/JGOSS-04-2022-0032"},{"key":"S0219622025500117BIB082","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-022-01669-6"},{"key":"S0219622025500117BIB083","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105785"},{"key":"S0219622025500117BIB084","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110225"},{"key":"S0219622025500117BIB085","doi-asserted-by":"publisher","DOI":"10.54216\/JNFS.010206"},{"key":"S0219622025500117BIB086","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.119620"}],"container-title":["International Journal of Information Technology &amp; Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219622025500117","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T08:53:52Z","timestamp":1753692832000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0219622025500117"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,22]]},"references-count":81,"journal-issue":{"issue":"05","published-print":{"date-parts":[[2025,7]]}},"alternative-id":["10.1142\/S0219622025500117"],"URL":"https:\/\/doi.org\/10.1142\/s0219622025500117","relation":{},"ISSN":["0219-6220","1793-6845"],"issn-type":[{"type":"print","value":"0219-6220"},{"type":"electronic","value":"1793-6845"}],"subject":[],"published":{"date-parts":[[2025,3,22]]}}}