This is the report of the Fourth (Virtual) Meeting of the Joint CRFM/WECAFC/JICA/IFREMER Working group on fisheries using anchored fish aggregating devices (aFAD) that took place virtually between 14 and 16 February 2022. The meeting was attended by WECAFC delegates from Member Nations for FAO including, Brazil, Colombia, Dominica, the Dominican Republic, the European Union (Member Organization), Haiti, Jamaica, the Caribbean Netherlands (Kingdom of the), Nicaragua, Panama, Saint Lucia, Saint Vincent and the Grenadines, Trinidad and Tobago, Montserrat (United Kingdom of Great Britain and Northern Ireland), Bermuda (United Kingdom), the United States of America, and Bolivarian Republic of Venezuela and nine partner organizations. At the meeting, country representatives provided updates on the status and management of their aFAD fisheries. Participants were also informed by recent examples in the region (Dominica and Montserrat) and elsewhere (Indian and Pacific Ocean) of the use of information and communications technology (ICT) tools to improve aFAD fisheries management. A key objective of the meeting was the review and discussion of several documents stemming out of the 2019–2021 Workplan aimed at improving aFAD fisheries management in the region. These documents included (1) the WECAFC Regional aFAD Fishery management Plan, (2) the Guide for improved monitoring of aFADs and improved assessment of impacts of aFADs on stocks, and (3) the Guide for the development of local aFAD fishery management plans. Another important objective of the meeting was the review and discussion of the Terms of Reference (ToR), Workplan for the 2022–2024 period, and Recommendations of the Joint Working Group. In general, Member Nations for FAO and partner organizations (CRFM, OSPESCA) approved in principle the three aforementioned documents as well as the Terms of Reference, workplan for the 2022–2024 period, and recommendations of the Working Group and some suggested minor revisions.