Normal Curves: Sexy Science, Serious Statistics

Regina Nuzzo and Kristin Sainani

Hot Tubbing: Can soaking in hot water help you run faster?

JUL 27, 202644 MIN

Description

Can you improve your endurance by sitting in a hot tub instead of doing another hard workout? We dig into a study that put elite runners through five weeks of what we affectionately call “endurance hot tubbing” to see whether heat alone could trigger the same cardiovascular adaptations as altitude training. Along the way, we explore crossover study designs, multiple testing, why significant physiological changes don’t necessarily translate into better athletic performance, and how an exploratory regression analysis ended up answering the wrong scientific question. We also discover that serious hot tub research involves surprisingly little relaxation, debate whether bubbles should count as an experimental condition, and learn why distance runners pay good money to sleep in tents with some of the oxygen sucked out. Statistical topics best subsets regression causal inference crossover studies exploratory analyses mediation / mechanisms model specification multiple testing peer review sample size (00:15) - Introduction (00:44) - Can Hot Tubs Replace Exercise? (01:27) - Crazy Runners and Crazy Training (05:44) - The Amazon Delivery System Metaphor (12:12) - From Heat Training to Hot Tubs (13:33) - The Study: 10 Runners in Hot Water (22:31) - Results and the VO2 Max Question (29:26) - Statistical Sleuthing: Best Subsets Regression (36:50) - The Peer Review Problem (41:39) - Rating the Claim Methodologic Morals “A model can be very good at answering the wrong question.”  “The label ‘peer reviewed’ does not guarantee ‘carefully reviewed’.” References Jenkins EJ, Killick JA, Zerilli O, et al. Long-term passive heat acclimation enhances maximal oxygen consumption via haematological and cardiac adaptation in endurance runners. J Physiol. Published online November 20, 2025. doi:10.1113/JP289874 Stembridge M, Jenkins E. Marathon training: Why hot baths might help you run faster. The Conversation. Published March 16, 2026. doi:10.64628/AB.6vknm9esh 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  Epidemiology and Clinical Research Graduate Certificate Program  Programs that we teach in: Epidemiology and Clinical Research Graduate Certificate Program  Find us on: Kristin -  LinkedIn & Twitter/X Regina - LinkedIn & ReginaNuzzo.com (00:15) - Introduction (00:44) - Can Hot Tubs Replace Exercise? (01:27) - Crazy Runners and Crazy Training (05:44) - The Amazon Delivery System Metaphor (12:12) - From Heat Training to Hot Tubs (13:33) - The Study: 10 Runners in Hot Water (22:31) - Results and the VO2 Max Question (29:26) - Statistical Sleuthing: Best Subsets Regression (36:50) - The Peer Review Problem (41:39) - Rating the Claim