Incentivizing Environmental Improvements in Supply Chains through Data-Driven Governance

The Sustainable Apparel Coalition’s Facility Environmental Module (FEM) is one of the world’s most advanced “data-driven governance” initiatives. The FEM represents an important new strategy in the governance of Global Value Chains. This article reports on a multi-year study to evaluate how firms have implemented the FEM, and whether and under what conditions it leads to improvements in factory performance. It finds that while the FEM represents an important step in improving environmental measurement systems, the program currently acts like a “scale without a diet.” Companies are now better able to measure performance, but many have not implemented the mechanisms needed to motivate systematic improvements. This article offers recommendations for how to strengthen data-driven governance systems and explores their implications for managers.

TOFF, a database of traits of fish to promote advances in fish aquaculture

Functional traits can be valuable pieces of information for aquaculture research and management. Although fish traits have been the focus of an abundant research, trait datasets for these organisms are difficult to access and often unpractical to achieve meta-analyses without a time-consuming extensive review. Already available large-scale compilations include trait information for many fish species but not as detailed as required for aquaculture purpose. Here, we introduce the TOFF (i.e. Traits OF Fish), a database focusing on fish functional traits that aims at bringing together behavioral, morphological, phenological, and physiological traits always coupled to environmental measurement context into a single open-source access repository. TOFF hosts data from published field and experimental studies. Here, we release data for 228 traits for 174 species extracted from 165 publications and present a collaborative platform. We ultimately aim at providing an inclusive and accessible data resource to facilitate advances in aquaculture development.