Abstract Performance-based research funding systems have been extensively used around the globe to allocate funds across higher education institutes (HEIs), which led an increased amount of literature examining their use. The UK’s Research Excellence Framework (REF) uses a peer-review process evaluate environment, outputs and non-academic impact produced by HEIs produce more accountable distrib...