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      Behavioral Economics Interventions in Clinical Decision Support Systems

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          Summary

          Background:  Clinical decision support (CDS) systems can improve safety and facilitate evidence-based practice. However, clinical decisions are often affected by the cognitive biases and heuristics of clinicians, which is increasing the interest in behavioral and cognitive science approaches in the medical field.

          Objectives:  This review aimed to identify decision biases that lead clinicians to exhibit irrational behaviors or responses, and to show how behavioral economics can be applied to interventions in order to promote and reveal the contributions of CDS to improving health care quality.

          Methods:  We performed a systematic review of studies published in 2016 and 2017 and applied a snowball citationsearch method to identify topical publications related to studies forming part of the BEARI (Application of Behavioral Economics to Improve the Treatment of Acute Respiratory Infections) multisite, cluster-randomized controlled trial performed in the United States.

          Results:  We found that 10 behavioral economics concepts with nine cognitive biases were addressed and investigated for clinician decision-making, and that the following five concepts, which were actively explored, had an impact in CDS applications: social norms, framing effect, status-quo bias, heuristics, and overconfidence bias.

          Conclusions:  Our review revealed that the use of behavioral economics techniques is increasing in areas such as antibiotics prescribing and preventive care, and that additional tests of the concepts and heuristics described would be useful in other areas of CDS. An improved understanding of the benefits and limitations of behavioral economics techniques is also still needed. Future studies should focus on successful design strategies and how to combine them with CDS functions for motivating clinicians.

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          Most cited references51

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          Accounting for the effects of accountability.

          This article reviews the now extensive research literature addressing the impact of accountability on a wide range of social judgments and choices. It focuses on 4 issues: (a) What impact do various accountability ground rules have on thoughts, feelings, and action? (b) Under what conditions will accountability attenuate, have no effect on, or amplify cognitive biases? (c) Does accountability alter how people think or merely what people say they think? and (d) What goals do accountable decision makers seek to achieve? In addition, this review explores the broader implications of accountability research. It highlights the utility of treating thought as a process of internalized dialogue; the importance of documenting social and institutional boundary conditions on putative cognitive biases; and the potential to craft empirical answers to such applied problems as how to structure accountability relationships in organizations.
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            Medicine. Do defaults save lives?

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              The framing of decisions and the psychology of choice.

              The psychological principles that govern the perception of decision problems and the evaluation of probabilities and outcomes produce predictable shifts of preference when the same problem is framed in different ways. Reversals of preference are demonstrated in choices regarding monetary outcomes, both hypothetical and real, and in questions pertaining to the loss of human lives. The effects of frames on preferences are compared to the effects of perspectives on perceptual appearance. The dependence of preferences on the formulation of decision problems is a significant concern for the theory of rational choice.
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                Author and article information

                Journal
                Yearb Med Inform
                Yearb Med Inform
                10.1055/s-00034612
                Yearbook of Medical Informatics
                Georg Thieme Verlag KG (Stuttgart )
                0943-4747
                2364-0502
                August 2018
                29 August 2018
                : 27
                : 1
                : 114-121
                Affiliations
                [1 ]Nursing Department, Inha University, Incheon, South Korea
                [2 ]The Center for Patient Safety Research and Practice, Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA, USA
                [3 ]Harvard Medical School, Boston, MA, USA
                [4 ]Partners Healthcare Systems, Inc., Wellesley, MA, USA
                Author notes
                Correspondence to Insook Cho, RN, PhD. Nursing Department, Inha University Inharo 100, Namgu, Incheon 22212South Korea+82 32 860 8201+82 32 874 8201 insook.cho@ 123456inha.ac.kr
                Article
                Cho
                10.1055/s-0038-1641221
                6115210
                30157514
                3b4bcb17-1e63-4b0c-8576-47dad45be726

                This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited.

                History
                Categories
                Section 5: Decision Support
                Survey

                clinical decision support systems,behavioral economics,cognitive science,decision bias

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