Clinical decision support improves the appropriateness of laboratory test ordering in primary care without increasing di

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Clinical decision support improves the appropriateness of laboratory test ordering in primary care without increasing diagnostic error: the ELMO cluster randomized trial Nicolas Delvaux1* , Veerle Piessens2, Tine De Burghgraeve1, Pavlos Mamouris1, Bert Vaes1, Robert Vander Stichele3, Hanne Cloetens4, Josse Thomas5, Dirk Ramaekers1, An De Sutter2 and Bert Aertgeerts1

Abstract Background: Inappropriate laboratory test ordering poses an important burden for healthcare. Clinical decision support systems (CDSS) have been cited as promising tools to improve laboratory test ordering behavior. The objectives of this study were to evaluate the effects of an intervention that integrated a clinical decision support service into a computerized physician order entry (CPOE) on the appropriateness and volume of laboratory test ordering, and on diagnostic error in primary care. Methods: This study was a pragmatic, cluster randomized, open-label, controlled clinical trial. Setting: Two hundred eighty general practitioners (GPs) from 72 primary care practices in Belgium. Patients: Patients aged ≥ 18 years with a laboratory test order for at least one of 17 indications: cardiovascular disease management, hypertension, check-up, chronic kidney disease (CKD), thyroid disease, type 2 diabetes mellitus, fatigue, anemia, liver disease, gout, suspicion of acute coronary syndrome (ACS), suspicion of lung embolism, rheumatoid arthritis, sexually transmitted infections (STI), acute diarrhea, chronic diarrhea, and follow-up of medication. Interventions: The CDSS was integrated into a computerized physician order entry (CPOE) in the form of evidencebased order sets that suggested appropriate tests based on the indication provided by the general physician. Measurements: The primary outcome of the ELMO study was the proportion of appropriate tests over the total number of ordered tests and inappropriately not-requested tests. Secondary outcomes of the ELMO study included diagnostic error, test volume, and cascade activities. (Continued on next page)

* Correspondence: [email protected] 1 Department of Public Health and Primary Care, KU Leuven, Kapucijnenvoer 33 Blok J PB 7001, B-3000 Leuven, Belgium Full list of author information is available at the end of the article © The Author(s). 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission dire