Highlighting the need for de-implementation - Choosing Wisely recommendations based on clinical practice guidelines.

Background: The Choosing Wisely campaign has spread to many countries. Methods for developing recommendations are inconsistent. We describe our process of developing such recommendations from a comprehensive national set of clinical practice guidelines (Current Care, CC) and the results of a one-year Choosing Wisely Finland project.

Methods: Two of the authors drafted the quality and process criteria for all the Choosing Wisely Finland recommendations. The quality criteria were relevance, feasibility, evidence-based and strength. These were discussed in editors' meetings and subsequently revised. Two different processes for developing recommendations within national clinical practice guidelines were designed and piloted (processes A and B). Process A was based on a published guideline. The recommendations are drafted by an editor and revised and approved by the guideline development group. In process B the development of the recommendations is integrated with guideline production or update. Choosing Wisely recommendations were then drafted for half of the published CC Guidelines. An additional process (process C) was designed for producing independent recommendations outside a guideline.

Results: At least one Choosing Wisely recommendation could be identified from 39 out of 52 reviewed guidelines. Of the 106 recommendations drafted, 62 (58%) were accepted for publication. The main reasons for rejection were inability to give a strong recommendation (n = 18, 41%) and insufficient relevance (n = 14, 32%). Two thirds (n = 41, 66%) of the published recommendations were based on high to moderate level of evidence, and 18% (n = 11) on low or very low level of evidence, whereas for the rest, the quality of evidence was not critically appraised.

Conclusions: Choosing Wisely recommendations can be produced systematically from existing clinical practice guidelines. The rigorous methods of evidence-based medicine ensure high-quality recommendations. We welcome the use of our processes and methods describes in this article by other guideline-producing organizations.