When does NICE recommend the use of health technologies within a programme of evidence development? The study aimed to identify where NICE had made "Only in research" (OIR) and "Approval with research" (AWR) recommendations in its guidance, and the key considerations leading to those recommendations. The review found that 31 appraisals included OIR/AWR recommendations in draft guidance, with 29 in final guidance. OIR recommendations were more common due to uncertainties in relative treatment effects, while AWR addressed long-term effects. Both OIR and AWR recommendations have declined in recent years, especially under NICE's Single Technology Appraisal process.