A cognitive forcing tool to mitigate cognitive bias - a randomised control trial

被引:33
|
作者
O'Sullivan, Eoin D. [1 ]
Schofield, Susie J. [2 ]
机构
[1] Royal Infirm Edinburgh NHS Trust, Dept Renal Med, 51 Little France Cres, Edinburgh EH16 4SA, Midlothian, Scotland
[2] Univ Dundee, Ctr Med Educ, Dundee, Scotland
关键词
Cognitive bias; Heuristics; Clinical error; Decision making; DIAGNOSTIC ERRORS; DECISION-MAKING; SLOWING-DOWN; STRATEGIES;
D O I
10.1186/s12909-018-1444-3
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
BackgroundCognitive bias is an important source of diagnostic error yet is a challenging area to understand and teach. Our aim was to determine whether a cognitive forcing tool can reduce the rates of error in clinical decision making. A secondary objective was to understand the process by which this effect might occur.MethodsWe hypothesised that using a cognitive forcing tool would reduce diagnostic error rates. To test this hypothesis, a novel online case-based approach was used to conduct a single blinded randomized clinical trial conducted from January 2017 to September 2018. In addition, a qualitative series of think aloud interviews were conducted with 20 doctors from a UK teaching hospital in 2018. The primary outcome was the diagnostic error rate when solving bias inducing clinical vignettes. A volunteer sample of medical professionals from across the UK, Republic of Ireland and North America. They ranged in seniority from medical student to Attending Physician.ResultsSeventy six participants were included in the study. The data showed doctors of all grades routinely made errors related to cognitive bias. There was no difference in error rates between groups (mean 2.8 cases correct in intervention vs 3.1 in control group, 95% CI -0.94 - 0.45 P=0.49). The qualitative protocol revealed that the cognitive forcing strategy was well received and a produced a subjectively positive impact on doctors' accuracy and thoughtfulness in clinical cases.ConclusionsThe quantitative data failed to show an improvement in accuracy despite a positive qualitative experience. There is insufficient evidence to recommend this tool in clinical practice, however the qualitative data suggests such an approach has some merit and face validity to users.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] A cognitive forcing tool to mitigate cognitive bias – a randomised control trial
    Eoin D. O’Sullivan
    Susie J. Schofield
    BMC Medical Education, 19
  • [2] Interactive Interventions to Mitigate Cognitive Bias
    Rieger, Alisa
    PROCEEDINGS OF THE 30TH ACM CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION, UMAP 2022, 2022, : 316 - 320
  • [3] Cognitive bias modification to prevent depression (COPE): results of a randomised controlled trial
    Basanovic, Julian
    Grafton, Ben
    Ford, Andrew
    Hirani, Varsha
    Glance, David
    MacLeod, Colin
    Almeida, Osvaldo P.
    PSYCHOLOGICAL MEDICINE, 2020, 50 (15) : 2514 - 2525
  • [4] Changing voices: A randomised control trial of group cognitive treatment
    Wykes, T
    Thompson, N
    Hayward, P
    SCHIZOPHRENIA RESEARCH, 2002, 53 (03) : 12 - 12
  • [5] Cognitive bias modification to prevent depression (COPE): study protocol for a randomised controlled trial
    Osvaldo P Almeida
    Colin MacLeod
    Andrew Ford
    Ben Grafton
    Varsha Hirani
    David Glance
    Emily Holmes
    Trials, 15
  • [6] Cognitive bias modification to prevent depression (COPE): study protocol for a randomised controlled trial
    Almeida, Osvaldo P.
    MacLeod, Colin
    Ford, Andrew
    Grafton, Ben
    Hirani, Varsha
    Glance, David
    Holmes, Emily
    TRIALS, 2014, 15
  • [7] A Cognitive Forensic Framework to Study and Mitigate Human Observer Bias
    Kretz, Donald R.
    Granderson, Charles W.
    2016 IEEE SYMPOSIUM ON TECHNOLOGIES FOR HOMELAND SECURITY (HST), 2016,
  • [8] Changing voices: A randomised control trial of group cognitive behavioural treatment
    Wykes, T
    Thompson, N
    Green, N
    Surgaldze, S
    Hayward, P
    SCHIZOPHRENIA RESEARCH, 2003, 60 (01) : 331 - 331
  • [9] Use of cognitive bias as a welfare tool in poultry
    Kost'al, L'ubor
    Skalna, Zuzana
    Pichova, Katarina
    JOURNAL OF ANIMAL SCIENCE, 2020, 98 : S63 - S79
  • [10] Cognitive Bias Modification for paranoia (CBM-pa): study protocol for a randomised controlled trial
    Jenny Yiend
    Antonella Trotta
    Christopher Meek
    Ilvana Dzafic
    Nora Baldus
    Bryony Crane
    Thomas Kabir
    Daniel Stahl
    Margaret Heslin
    Sukhwinder Shergill
    Philip McGuire
    Emmanuelle Peters
    Trials, 18