Multi-Criteria Decision Making
Multi-Criteria Decision Making on World Data Ocean: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on multi-criteria decision making in some way — the news, the analysis, the deep dives, and the occasional surprise find. A Global Hub for Ocean Intelligence 4 World Data Ocean is a centralized digital platform where researchers, scientists, and ocean enthusiasts converge to explore, analyze, and… New stories are added to this page as we find them, so check back if you want to keep up with what is happening around multi-criteria decision making, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything World Data Ocean is covering right now.

Prioritizing resilience-oriented ESG competencies for port managerial and professional roles: a hybrid MCDM case study of Ningbo-Zhoushan Port
Global shipping networks face escalating systemic shocks, demanding enhanced resilience and Environmental, Social, and Governance (ESG) implementation within port organizations. This study addresses this critical need by prioritizing ESG-related competencies for port managerial and professional roles, rather than solely focusing on outcomes. Utilizing a hybrid multi-criteria decision-making (MCDM) framework and survey data from Ningbo-Zhoushan Port Group, we identified “systemic risk foresight” as the highest-weighted indicator among twenty. For deeper exploration of related strategic pathways, see our article, "Mining minds before mining metals."

Evaluation of challenges to marine plastic waste management with an integrated multiple-criteria decision-making approach
Marine plastic pollution represents a critical global environmental threat, demanding robust and validated management strategies. This study utilizes an integrated, multi-criteria decision-making framework—employing Fermatean Fuzzy Sets, Analytic Hierarchy Process, and Decision-Making Trial and Evaluation Laboratory—to assess key challenges impeding effective waste management. Our analysis, informed by expert consensus and a comprehensive literature review, identifies deficiencies in real-time data, social awareness, coastal planning, scientific guidance, and enforcement as primary obstacles.