
← Normal Curves: Sexy Science, Serious Statistics18 mei · 57 min
Coffee and the Heart: Is caffeine a trigger for AFib?
Does coffee trigger atrial fibrillation — or have doctors been warning people away from caffeine without strong evidence? We dig into two recent randomized clinical trials testing whether caffeinated coffee causes dangerous heart rhythm problems. Along the way, we talk about AFib, survival analysis, intention-to-treat versus as-treated analyses, and one surprisingly elaborate effort to catch clinical trial cheaters with receipts and geolocation tracking. We also explore how a pope may have fueled a European coffee resurgence, why plants make caffeine, and how a game show competition explains hazard ratios.
Statistical topics
adherence and complianceas-treated analysisconfidence intervalsCox proportional hazards regressionhazard ratiosintention-to-treat analysismicro-randomizationmultiple testingPICOTpre-registrationprimary vs secondary outcomesrandomized clinical trialssensitivity analysesSMART frameworksurvival analysis
Methodological morals
“Never trust conventional wisdom until you see the randomized controlled trial.”“Trust your participants, but design the study so that they can be honest about their dishonesty.”
References
Harrington D, D'Agostino RB Sr, Gatsonis C, et al. New Guidelines for Statistical Reporting in the Journal. N Engl J Med. 2019;381(3):285-286. doi:10.1056/NEJMe1906559Marcus GM, Rosenthal DG, Nah G, et al. Acute Effects of Coffee Consumption on Health among Ambulatory Adults. N Engl J Med. 2023;388(12):1092-1100. doi:10.1056/NEJMoa2204737Wong CX, Cheung CC, Montenegro G, et al. Caffeinated Coffee Consumption or Abstinence to Reduce Atrial Fibrillation: The DECAF Randomized Clinical Trial. JAMA. 2026;335(4):317-325. doi:10.1001/jama.2025.21056@MarcKatzMD’s short video The Pitt- atrial fibrillation cardioversion scene
Kristin and Regina’s online courses:
Demystifying Data: A Modern Approach to Statistical Understanding
Clinical Trials: Design, Strategy, and Analysis
Medical Statistics Certificate Program
Writing in the Sciences