Field Testing of a Decision Support Tool for Acute Appendicitis using an Online Randomized Experimental Design
Rosen, J. E.; Flum, D. R.; Davidson, G. H.; Liao, J. M.
Show abstract
BackgroundMounting evidence from randomized controlled trials have shown that antibiotics can be a safe and effective treatment for appendicitis. Patients and surgeons must work together to choose the optimal treatment approach for each patient based on their own preferences and values. We developed a novel decision support tool (DST) to facilitate shared decision making for appendicitis. The effect of this DST on decisional outcomes remains unknown. MethodsWe conducted an online randomized field test in at-risk individuals comparing the DST to a standard infographic as a control. Individuals were randomized 3:1 to the DST (intervention) or infographic (control). The primary outcome was the total decisional conflict scale (DCS) score measured before and after exposure to the DST. Secondary outcomes included between-group DCS scores, and between group comparisons of the acceptability of DST or infographic. Results180 individuals were included in the study after quality control checks. Total DCS scores decreased significantly after viewing the DST (59.0 to 14.6, p<0.001) representing movement from a state of high to low decisional conflict. Individuals exposed to the DST reported higher acceptability ratings (3.7 vs. 3.3, p<0.001) and had more individuals who would completely agreed that they would be willing to try antibiotics (45% vs. 21%, p=0.008). ConclusionsThe novel appendicitis DST significantly decreased decisional conflict in this online randomized field test. Users rated the tool as highly acceptable and expressed increased willingness to consider antibiotics as a treatment approach after viewing it. Study FundingThis work was supported by the National Institute of Diabetes and Digestive and Kidney Diseases [grant number T32DK070555]; and a generous gift from Marty and Linda Ellison. The development of aspects of the decision support tool was funded by the Patient Centered Outcomes Research Institute. The funding sources had no role in the study design, collection, analysis, or interpretation of data, in the writing of the manuscript or in the decision to submit for publication.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Scientific hypothesis generation process in clinical research: a secondary data analytic tool versus experience study protocol 93%
- Strategies and Tools for electronic health records and physician workflow alignment: A scoping review protocol 91%
- The Womens Wellness After Giving Birth Program (WWAGBP) for Vietnamese women: A single-arm trial protocol 91%
Similar papers in this journal
Similar papers in this journal
- Electronic early notification of sepsis in hospitalized ward patients: a study protocol for a stepped-wedge cluster randomized controlled trial 91%
- The effect of osteotomy technique (flat-cut vs wedge-cut Weil) on pain relief and complication incidence following surgical treatment for patients presenting with metatarsalgia in a private metropolitan clinic: Protocol for a randomised controlled trial 91%
- Moderate-Intensity Exercise Versus High-Intensity Interval Training to Recover Walking Post-Stroke: Protocol for a Randomized Controlled Trial 90%
Similar papers in this journal
- A mixed methods study protocol to develop and pilot a Competency Assessment Tool to support therapists in the care of patients with blunt CHest trauma (CATCh Study) 93%
- Guided relaxation-based virtual reality versus distraction-based virtual reality or passive control for postoperative pain management in children and adolescents undergoing Nuss repair of pectus excavatum: protocol for a prospective, randomized, controlled trial (FOREVR Peds trial) 92%
- Surgery & COVID-19: A rapid scoping review of the impact of COVID-19 on surgical services during public health emergencies 92%
Similar papers in this journal
- Assessing ChatGPT’s Mastery of Bloom’s Taxonomy using psychosomatic medicine exam questions 93%
- Using a Multilingual AI Care Agent to Reduce Disparities in Colorectal Cancer Screening: Higher FIT Test Adoption Among Spanish-Speaking Patients 93%
- Improving Patient Engagement in Phase 2 Clinical Trials with a Trial-specific Patient Decision Aid (tPDA): A Development and Usability Study 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.