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GPCA-DEA overcomes the major disadvantages and limitations of former methodologies (e.g., DEA) while dealing with insufficient and interrelated data. Finally, SSSM applies Multiple Attribute Decision-Making (MADM) methods to select suppliers based on the ranking score. The application of SSSM is illustrated in the payment industry to select Payment Initiation Service Providers (PISP). For the first time, we considered the payment industry-specific criteria in compliance with the latest regulation (PSD2). The Spearman rank correlation statistical test showed that our method (GPCA-DEA used in SSSM) yields more reliable results than a former version of DEA. <\/jats:p>","DOI":"10.1142\/s0219622021500474","type":"journal-article","created":{"date-parts":[[2021,9,17]],"date-time":"2021-09-17T12:55:53Z","timestamp":1631883353000},"page":"1711-1745","source":"Crossref","is-referenced-by-count":3,"title":["Strategic Supplier Selection in Payment Industry: A Multi-Criteria Solution for Insufficient and Interrelated Data Sources"],"prefix":"10.1142","volume":"20","author":[{"given":"Siavash","family":"Hekmat","sequence":"first","affiliation":[{"name":"FANAP Studies & Research Center, Pardis Technology Park Pardis, Tehran, Iran"}]},{"given":"Maghsoud","family":"Amiri","sequence":"additional","affiliation":[{"name":"Department of Industrial Management, Faculty of Management and Accounting, Allameh Tabataba\u2019i University, Tehran, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2601-8968","authenticated-orcid":false,"given":"Golshan","family":"Madraki","sequence":"additional","affiliation":[{"name":"Engineering and Management, David D. 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