RT journal article T1 Multicriteria Decision Model for Port Evaluation and Ranking: An Analysis of Container Terminals in Latin America and the Caribbean Using PCA-TOPSIS Methodologies A1 Pabón Noguera, Adriana A1 Carrasco García, María Gema A1 Ruíz Aguilar, Juan Jesús A1 Rodríguez García, María Inmaculada A1 Cerbán Jiménez, María del Mar A1 Turias Domínguez, Ignacio José A2 Economía General A2 Ingeniería Industrial e Ingeniería Civil A2 Ingeniería Informática K1 container terminal K1 multi-criteria decision model K1 PCA K1 TOPSIS K1 ranking of ports AB In recent years, despite a decline in international trade and disruptions in the supply chaincaused by COVID-19, the main container terminals in Latin America and the Caribbean (LAC) haveincreased their container volumes. This growth has necessitated significant adaptations by seaportsand their authorities to meet new demands. Consequently, there has been a focused analysis on theperformance, efficiency, and competitiveness, particularly their most relevant logistical aspects. Inthis paper, a multi-objective hybrid approach was employed. The Principal Component Analysis(PCA) technique was combined with the Technique for Order of Preference by Similarity to theIdeal Solution (TOPSIS) to rank LAC container terminals and identify operational criteria affectingefficiency. The analysis considered all input variables (berth/quay length, quay draught, yard area,number of quay cranes (portainer), number of yard cranes (trastainer), reachstacker, multicranes,daily montainer movement capacity, number of station reefer container type, number of terminals,and distance to the Panama Canal) and output variable (port performance expressed in TEUs from2014 to 2023). The results revealed noteworthy findings for several terminals, particularly Colón,Santos, or Cartagena, which stands out as the main container port in LAC not only in annual TEUsthroughput, but also in resource utilization. PB MDPI SN 2076-3417 YR 2024 FD 2024 LK http://hdl.handle.net/10498/35737 UL http://hdl.handle.net/10498/35737 LA eng DS Repositorio Institucional de la Universidad de Cádiz RD 10-may-2026