Lydia OlanderKatie WarnellSara MasonRachel KarasikHeather TallisKara CoffeyChristine HaleChristine ShepardKateryna WowkDavid Yoskowitz2024-10-012024-10-012024-09-30Olander, L., Warnell, K., Mason, S. et al. Advancing consistent socio-economic monitoring of coastal ecosystem restoration through collaborative metric development. Commun Earth Environ 5, 537 (2024). https://doi.org/10.1038/s43247-024-01705-zhttps://hdl.handle.net/1969.6/98135Ecological restoration programs increasingly aim to provide socio-economic and environmental benefits. However, monitoring of socio-economic outcomes of these programs lags behind monitoring of ecological outcomes. Socio-economic methods are less established, managers have less experience, and metrics used vary, stymieing evaluation and adaptive management. Here we demonstrate that logic models and stakeholder engagement can be used to identify core socio-economic metrics across various types of restoration, focusing on coastal restoration in the Gulf of Mexico. Across four major restoration types (oyster restoration, habitat restoration, recreation enhancement, and water quality improvement), core metrics were identified as changes in jobs, restoration expenditures, recreational activity, cognitive function, and subjective well-being. These metrics can provide a starting point for increased and more consistent monitoring of socio-economic outcomes. The collaborative, science-based, and replicable process we developed to identify core metrics can be applied to other ecosystems and management actions to expand monitoring and evaluation of socio-economic impacts.Articlehttps://doi.org/10.1038/s43247-024-01705-z