4R Circular Economy Disclosure Dataset for Global Apparel Companies, 2019–2024

This replication package contains the supplementary dataset, 4R coding framework, item-level evidence log, report inventory, variable dictionary, analysis workbook, figures, and documentation for a longitudinal content analysis of 4R circular economy disclosure among 12 global apparel companies from 2019 to 2024. The dataset supports the manuscript “Benchmarking 4R Circular Economy Disclosure in Global Apparel Companies: Longitudinal Evidence from Corporate Reports, 2019–2024.” The underlying corporate reports are publicly available from company websites or public reporting archives and are not redistributed in this package.