Clinical decision support improves autoimmune/paraneoplastic antibody panel utilization

Objectives: Selection of autoimmune/paraneoplastic antibody panels remains challenging because health-care professionals often lack familiarity with panel contents, recommended specimen types, and antibody combinations for a given patient. Inappropriate use adds cost, prompts unnecessary additional workup, and delays the identification of the true cause of patient symptoms. In this study, we assessed whether order-entry clinical decision support can improve autoimmune/paraneoplastic antibody panel utilization. Methods: An order-entry clinical decision support tool was embedded in the electronic health record system. Using a nested panel structure, the decision support tool prompted clinicians to identify their patient's clinical presentation and guided selection of the appropriate tests. In addition, the tool featured a duplicate checking function to alert clinicians when placing multiple orders with substantially similar antibody content within a 3-month period. Panel ordering practices were assessed during the 12 months before implementation and compared with the 6 months immediately following implementation. Results: Clinical decision support significantly reduced the monthly test volume of all orderables from 75.8 per month before implementation to 54.5 per month after implementation (incident rate ratio [IRR], 0.72; 95% CI, 0.63-0.81; P < .001). Placement of multiple orders for panels with substantially overlapping antibody content also decreased significantly, from 7.0 per month to 1.2 per month (IRR, 0.17; 95% CI, 0.07-0.33; P < .001). The number of neural-specific antibodies detected remained unchanged, but the reduction in total test volume increased the neural-specific antibody positivity rate from 4.2% to 6.8% (IRR, 1.61; 95% CI, 0.94-2.70; P = .075). Conclusions: Order-entry clinical decision support offers an efficient and effective approach to improve the utilization of autoimmune/paraneoplastic antibody panels.