Pressure Point
Below you’ll find all the notes, references, and citations for every chapter in Pressure Point. Where possible I've pointed you toward the original source so you can go deeper on anything that caught your attention. If I've misattributed an idea or missed giving someone credit, please don’t hesitate to let me know at [email protected] so I can update it – because while the research and quotes I cite in the printed version of the book are fixed, I’ll continue to update this page as new knowledge or data emerges.
Chapter 1
Patrick Mahomes’ historic night
Texas Tech vs. Oklahoma, October 22, 2016. Mahomes set FBS records with 819 total yards of offense and 734 passing yards on 88 attempts. espn.com/college-football/story/_/id/25136382/baker-mayfi… (opens in a new tab)
Baker Mayfield and his bulldozing team out of Oklahoma
Mayfield won the Heisman Trophy the following season (2017). Oklahoma entered the 2016 season ranked #3 in the AP poll and came into this game undefeated in conference play. espn.com/college-football/story/_/id/21722616/baker-mayfi… (opens in a new tab)
Julius Caesar stood at the banks of the Rubicon
Suetonius covers this in The Twelve Caesars, trans. Robert Graves (London: Penguin Classics, 1957). The phrase “Alea iacta est” (“The die is cast”) is attributed to Caesar in Divus Iulius, 32.
74 percent of people say the number of decisions they face has increased exponentially
Oracle and Seth Stephens-Davidowitz, “The Decision Dilemma,” global survey of 14,250 people across 17 countries (2023). The survey also found 78% were bombarded with more data from more sources than ever before. oracle.com/au/database/decision-dilemma/ (opens in a new tab)
pressure narrows attentional focus and reduces cognitive capacity by as much as 50%
Amy Arnsten’s “Stress Signalling Pathways That Impair Prefrontal Cortex Structure and Function,” Nature Reviews Neuroscience 10, no. 6 (2009): 410–422. You’ll see Arnsten referenced more than any other researcher in this book - her work on how stress hijacks the prefrontal cortex is foundational. Also: Schmader, T., and Johns, M., “Converging Evidence That Stereotype Threat Reduces Working Memory Capacity,” Journal of Personality and Social Psychology 85, no. 3 (2003): 440–452.
brains shift away from goal-directed actions under pressure
Raio, C. M., et al., “Cognitive Emotion Regulation Fails the Stress Test,” Journal of Neuroscience 33, no. 18 (2013): 7943–7951. Ruhr University Bochum research on orbitofrontal cortex involvement in cognitive flexibility under changing conditions.
preventable medical errors remain the third leading cause of death in the US
An eye-popping 251,000 deaths a year. Makary, M. A., and Daniel, M., “Medical Error - The Third Leading Cause of Death in the US,” BMJ 353 (2016): i2139.
the most decorated players struggled the most under pressure
Many would assume the best players handle the biggest moments best. Geir Jordet’s data says the opposite. “When Superstars Flop,” Journal of Applied Sport Psychology 21, no. 2 (2009): 125–136. Analysis of penalty shootouts across World Cup, European Championship, and Champions League history. The decorated stars scored 24 percentage points less often.
the number of self-help titles published tripled
WordsRated analysis of ISBN publishing data: self-help titles grew from approximately 30,897 ISBNs in 2013 to 85,253 in 2019. U.S. self-help book sales grew 11% annually during this period, reaching 18.6 million volumes by 2019. wordsrated.com/self-help-books-statistics/ (opens in a new tab)
Stress is what you feel when there’s too much to do. Pressure is what you feel when there’s too much to lose
The distinction between stress (demand overload) and pressure (threat to identity or status) is central to Kirschbaum’s Trier Social Stress Test research. Also: Baumeister, R. F., “Choking Under Pressure,” Journal of Personality and Social Psychology 46, no. 3 (1984): 610–620.
positive thinking can actually backfire when stakes are high
Gabriele Oettingen’s lab at NYU ran a series of studies showing that fantasising about success actually drains the motivation to achieve it. Oettingen, G., and Mayer, D., “The Motivating Function of Thinking About the Future,” Journal of Personality and Social Psychology 83, no. 5 (2002): 1198–1212. Also: Kappes, H. B., and Oettingen, G., “Positive Fantasies About Idealized Futures Sap Energy,” Journal of Experimental Social Psychology 47, no. 4 (2011): 719–729.
people told to suppress a single thought reported it intruding more than once per minute
Wegner, D. M., et al., “Paradoxical Effects of Thought Suppression,” Journal of Personality and Social Psychology 53, no. 1 (1987): 5–13. The foundational “white bear” experiment on ironic process theory.
habitual suppressors face a 35% higher risk of early death
Chapman, B. P., et al., “Emotion Suppression and Mortality Risk Over a 12-Year Follow-Up,” Journal of Psychosomatic Research 75, no. 4 (2013): 381–385. Analysis of 729 participants. Also found 70% greater risk of cancer mortality.
157 police officers surveyed after shooting incidents
Klinger, D. A., and Brunson, R. K., “Police Officers’ Perceptual Distortions During Lethal Force Situations,” Criminology & Public Policy 8, no. 1 (2009): 141–175. 79% reported tunnel vision. Also: Artwohl, A., “Perceptual and Memory Distortion During Officer-Involved Shootings,” FBI Law Enforcement Bulletin 71, no. 10 (2002): 18–24.
frost cracks
Kubler, H., “Frost Cracks in Stems of Trees,” Arboricultural Journal 7 (1983): 131–142. Vertical fractures caused by rapid freeze-thaw cycles. Thin-barked species (maple, birch, elm) are most susceptible.
trees flood their sap with sugar, essentially creating antifreeze
Sakai, A., and Larcher, W., Frost Survival of Plants (Berlin: Springer-Verlag, 1987). The sugar-as-cryoprotectant mechanism is well established in plant cold-hardiness research.
You just don’t think about it
Sam McDowell, “How Patrick Mahomes Learned to Play Free - and What It Means for the Chiefs,” The Kansas City Star. kansascity.com/sports/spt-columns-blogs/sam-mcdowell/arti… (opens in a new tab)
Paddy used to talk about how your mind can only think about six things
Vahe Gregorian, “Why Chiefs Quarterback Patrick Mahomes Is Finally Playing With a Free Mind Again,” The Kansas City Star. The “six things” concept aligns with working memory research: Cowan, N., “The Magical Mystery Four,” Current Directions in Psychological Science 19, no. 1 (2010): 51–57. kansascity.com/sports/nfl/kansas-city-chiefs/article28596… (opens in a new tab)
University of Texas research on emotional expression
Pennebaker, J. W., “Writing About Emotional Experiences as a Therapeutic Process,” Psychological Science 8, no. 3 (1997): 162–166. Pennebaker’s extensive research at UT Austin showed reductions in cortisol, blood pressure, and heart rate across 100+ studies.
composure under pressure is reliably perceived as leadership presence
Hewlett, S. A., “Executive Presence,” Harvard Business Review (2014). 67% of senior executives identified it as essential for leadership success.
psychological training for NHS staff
Flaxman, P. E., and Bond, F. W., “A Randomised Worksite Comparison of Acceptance and Commitment Therapy and Stress Inoculation Training,” Behaviour Research and Therapy 48, no. 8 (2010): 816–820.
Chapter 2
a wildfire erupted in Pacific Palisades
CAL FIRE Incident Report, Palisades Fire, January 7, 2025. Burned over 23,000 acres and destroyed more than 5,000 structures. fire.ca.gov/incidents/2025/1/7/palisades-fire/ (opens in a new tab)
Bump in the Black
Wildland firefighting terminology. “The Black” refers to already-burned terrain used as a safety zone. “Bumping” means repositioning along the fireline.
Between stimulus and response there is a space
Widely attributed to Viktor Frankl but doesn’t appear in Man’s Search for Meaning or any of Frankl’s published works. Popularised by Stephen Covey in The 7 Habits of Highly Effective People (1989). The Viktor Frankl Institute has confirmed it is a misattribution. viktorfrankl.org/quote_stimulus.html (opens in a new tab)
Admiral James Stockdale
Jim Collins’ interview with Stockdale is one of the most powerful chapters in Good to Great (New York: HarperBusiness, 2001). The “Stockdale Paradox” comes from Stockdale’s seven years of captivity in the “Hanoi Hilton,” 1965–1973. jimcollins.com/concepts/Stockdale-Concept.html (opens in a new tab)
Collins studied 1,435 companies over 40 years
The research team analysed Fortune 500 companies from 1965–1995, applying cumulative stock return criteria to identify the 11 that achieved sustained greatness.
Angela Duckworth and grit
Duckworth’s 2007 paper out of Penn launched a thousand TED Talks and an entire field of study. Duckworth, A. L., et al., “Grit: Perseverance and Passion for Long-Term Goals,” Journal of Personality and Social Psychology 92, no. 6 (2007): 1087–1101.
Karen Reivich and Martin Seligman trained over a million soldiers
Reivich, K. J., Seligman, M. E. P., and McBride, S., “Master Resilience Training in the U.S. Army,” American Psychologist 66, no. 1 (2011): 25–34. The largest resilience initiative in military history.
27 percent at peak, 39 percent for consistency
Steinfort, P. J., “Tough Teammates,” master’s capstone, University of Pennsylvania (2016). Data collected from professional athletes in Adelaide, Australia. repository.upenn.edu/mapp_capstone/79/ (opens in a new tab)
115 aerospace engineers
Luthans, F., et al., “Positive Psychological Capital: Measurement and Relationship with Performance and Satisfaction,” Personnel Psychology 60, no. 3 (2007): 541–572. PsyCap predicted performance above and beyond personality traits.
513 students at low-income schools in Shenzhen
Wen, X., and Li, Z., “Impact of Social Support Ecosystem on Academic Performance of Children From Low-Income Families,” Frontiers in Psychology 13 (2022): 710441.
384 European military reservists
Zukauskas, P., et al., “Reserve Soldiers’ Psychological Resilience Impact to Sustainable Military Competences,” Sustainability 14, no. 11 (2022): 6810.
176 managers and 357 employees in finance
Kappagoda, U. W. M. R. S., et al., “Psychological Capital and Job Performance,” Journal of Human Resource and Sustainability Studies 2, no. 2 (2014): 102–116. PsyCap explained 23.1% of variance in job performance.
nurses in hospitals
Ma, Z., et al., “Psychological Capital and Job Performance Mediate Psychological Contract and Turnover Intention in Young Nurses,” International Nursing Review 73, no. 3 (2026): e70214. For almost 800 registered nurses aged 35 and under across three hospitals, the combined measure correlated with self-rated job performance at r = 0.83.
more than 50 studies and 12,000 employees
Avey’s team at Central Washington University pooled the entire PsyCap literature into one meta-analysis. Avey, J. B., et al., “Meta-Analysis of the Impact of Positive Psychological Capital,” Human Resource Development Quarterly 22, no. 2 (2011): 127–152.
20 years of NBA free throw data
Original research conducted in collaboration with Sean Farrell and Finn Laister-Smith. Publicly available NBA play-by-play data examining free throw accuracy in clutch situations as a function of psychological profile scores, which were compiled using publicly available interview data via the LIWC (Linguistic Inquiry and Word Count) - a text analysis tool developed by James Pennebaker at the University of Texas at Austin. Pennebaker, J. W., Boyd, R. L., Jordan, K., and Blackburn, K., "The Development and Psychometric Properties of LIWC2015" (University of Texas at Austin, 2015). liwc.app/ (opens in a new tab)
Carol Dweck’s work on growth mindset
Dweck’s original research paper - “A Social-Cognitive Approach to Motivation and Personality,” Psychological Review 95, no. 2 (1988): 256–273 - laid the groundwork. Her book Mindset: The New Psychology of Success (Random House, 2006) is where most people first encountered the idea.
Janus, the Roman god of thresholds
Janus was the Roman deity of beginnings, transitions, doorways, and duality - depicted with two faces looking in opposite directions. The month of January is named for him. Platner, S. B., A Topographical Dictionary of Ancient Rome (Oxford, 1929).
Chapter 3
most people would rather be in the casket than doing the eulogy
Jerry Seinfeld, standup routine, circa 1989. The joke references a 1973 Bruskin Associates survey, later popularised in The Book of Lists (New York: William Morrow, 1977), which ranked public speaking as Americans’ number-one fear.
29% of adults identified public speaking as a top anxiety trigger
Chapman University Survey of American Fears, Wave 9 (2023). news.chapman.edu/2024/10/01/what-scares-you/ (opens in a new tab)
fight-or-flight struggles to differentiate between physical and social threats
LeDoux, J. E., “Emotion Circuits in the Brain,” Annual Review of Neuroscience 23 (2000): 155–184. LeDoux’s dual-pathway model shows the lateral amygdala processes both through overlapping neural circuits.
social exclusion activates the same brain regions as physical pain
Naomi Eisenberger’s UCLA lab put people inside an fMRI scanner and had them play a ball-tossing game where they were gradually excluded. The dorsal anterior cingulate cortex - the same region that lights up during physical pain - fired in response. Eisenberger, N. I., Lieberman, M. D., and Williams, K. D., “Does Rejection Hurt?,” Science 302, no. 5643 (2003): 290–292.
speech-based challenges triggered stronger cortisol responses
Dickerson, S. S., and Kemeny, M. E., “Acute Stressors and Cortisol Responses,” Psychological Bulletin 130, no. 3 (2004): 355–391. Tasks combining uncontrollability and social-evaluative threat produced the largest cortisol changes and longest recovery times.
The lights were brighter than expected
Jarrett Allen after the Cavaliers’ first-round playoff series against the Knicks at Madison Square Garden in 2023. The quote became a widely circulated meme on NBA social media.
speaking before an audience triggers the same fear circuits as dangling off a skyscraper
LeDoux, J. E., The Emotional Brain (New York: Simon & Schuster, 1996). Note: more recent Northeastern University research (2024) in The Journal of Neuroscience suggests these fears may activate overlapping but distinct neural regions.
cortisol spikes even in anticipation of addressing a crowd
Kirschbaum, C., Pirke, K.-M., and Hellhammer, D. H., “The ‘Trier Social Stress Test’,” Neuropsychobiology 28 (1993): 76–81.
salivary cortisol levels jumped on the day of a class presentation
Preuss, D., et al., “The Stressed Student,” Stress 13, no. 3 (2010): 221–229. Thirty-four students showed substantially elevated cortisol before and after oral presentations vs. a control day.
As Mark Twain observed
Commonly attributed to Twain, though the earliest traceable appearance is a 1984 issue of Supervision magazine - proof that not everything the internet puts in Twain’s mouth actually came out of it. quoteinvestigator.com/2020/03/05/nervous/ (opens in a new tab)
the Trier Social Stress Test
Kirschbaum, C., et al., “The ‘Trier Social Stress Test’,” Neuropsychobiology 28 (1993): 76–81. The gold standard in psychophysiological stress research. You can see this unfold on an episode of the BBC documentary Secrets of the Sexes: Love (Episode 3, 2005). youtube.com/watch?v=aYI6lCeeT5g (opens in a new tab)
greater mastery of relevant skills displayed lower cortisol spikes
Dickerson, S. S., and Kemeny, M. E., “Acute Stressors and Cortisol Responses,” Psychological Bulletin 130, no. 3 (2004): 355–391. Also: Bollini, A. M., et al., “The Influence of Perceived Control and Locus of Control on the Cortisol and Subjective Responses to Stress,” Biological Psychology 67, no. 3 (2004): 245–260.
higher neuroticism scores experienced bigger cortisol spikes
Garcia-Banda, G., et al., “Neuroticism and Cortisol,” International Journal of Psychophysiology 91, no. 2 (2014): 132–138. Approximately 20% higher in high-neuroticism participants.
residual stress produced higher and faster cortisol responses
Dickerson, S. S., and Kemeny, M. E., “Acute Stressors and Cortisol Responses,” Psychological Bulletin 130, no. 3 (2004): 355–391. Also: Kirschbaum, C., and Hellhammer, D. H., “Salivary Cortisol in Psychoneuroendocrine Research,” Psychoneuroendocrinology 19, no. 4 (1994): 313–333.
a moderate cortisol bump can sharpen performance
Lupien, S. J., et al., “The Effects of Stress and Stress Hormones on Human Cognition,” Brain and Cognition 65, no. 3 (2007): 209–237. The inverted-U relationship follows the Yerkes-Dodson Law.
Chapter 4
forty-five feet of North-Pacific water folded above Andrea Moller
This wave is on YouTube if you want to get your own sense of scale. youtube.com/watch?v=y_h26R7q35Y (opens in a new tab)
Andrea Moller holds the world record for the largest wave ever ridden solo
Set January 16, 2016, riding a 42-foot wave at Pe’ahi (“Jaws”), Maui, Hawaii. No jet-ski assistance or tow-rope. Moller’s interview is on YouTube if you want to hear it in her own words. youtube.com/watch?v=Pz5k9n-Uf2Y (opens in a new tab)
the Big Wave Risk Assessment Group
BWRAG conducts annual summits focused on safety protocols, breath training, and risk mitigation for big-wave surfing. bwrag.org (opens in a new tab)
roughly 241 million people worldwide use a meditation app
“Meditation Apps - Worldwide,” Statista Market Forecast, accessed December 19, 2024. statista.com/outlook/hmo/digital-health/digital-fitness-w… (opens in a new tab)
the share of US adults who practice mindful meditation is still only 17%
National Center for Health Statistics, NHIS (2022). More than double the 7.5% recorded in 2002. nature.com/articles/s41598-024-64562-y (opens in a new tab)
two-thirds of Marines perform worse after being taught that technique
The Camp Pendleton mindfulness pilot predates the published MMFT studies. Roughly two-thirds showed signs of HPA-axis overactivation, including increased anxiety, flashbacks, and insomnia. Details drawn from author’s interview with Professor Elizabeth Stanley and subsequent advisory work with the US Army.
Jon Kabat-Zinn enlisted 51 patients
Kabat-Zinn was a molecular biologist at UMass who had studied Zen Buddhism and thought meditation might help chronic pain patients that Western medicine had given up on. He was right. Kabat-Zinn, J., “An Outpatient Program in Behavioral Medicine for Chronic Pain Patients Based on the Practice of Mindfulness Meditation,” General Hospital Psychiatry 4, no. 1 (1982): 33–47.
nearly two-thirds had reduced their pain by at least one-third
Kabat-Zinn, J., “An Outpatient Program in Behavioral Medicine for Chronic Pain Patients Based on the Practice of Mindfulness Meditation,” General Hospital Psychiatry 4, no. 1 (1982): 33–47. Of the 51 patients, 65% achieved a pain reduction of at least one-third, and 50% achieved a reduction of at least one-half.
by 1985, follow-ups on 90 patients
Kabat-Zinn, J., Lipworth, L., and Burney, R., “The Clinical Use of Mindfulness Meditation for the Self-Regulation of Chronic Pain,” Journal of Behavioral Medicine 8, no. 2 (1985): 163–190.
psoriasis patients cleared skin nearly four times faster
Kabat-Zinn partnered with dermatologists at UMass to test whether mindfulness could accelerate skin healing during UV phototherapy sessions. It could. Kabat-Zinn, J., et al., “Influence of a Mindfulness Meditation-Based Stress Reduction Intervention on Rates of Skin Clearing,” Psychosomatic Medicine 60, no. 5 (1998): 625–632.
the MMFT group preserved working memory capacity
Jha, A. P., et al., “Examining the Protective Effects of Mindfulness Training on Working Memory Capacity,” Emotion 10, no. 1 (2010): 54–64. Forty-eight Marines; 31 received MMFT over an eleven-week pre-deployment cycle.
faster heart-rate recovery, sixty seconds instead of three minutes
Johnson, D. C., et al., “Modifying Resilience Mechanisms in At-Risk Individuals,” American Journal of Psychiatry 171, no. 8 (2014): 844–853.
performance gains of more than a full standard deviation
Equivalent to moving from the 50th to approximately the 84th percentile. Johnson, D. C., et al., “Modifying Resilience Mechanisms in At-Risk Individuals,” American Journal of Psychiatry 171, no. 8 (2014): 844–853.
RAND’s review of more than a hundred trials
RAND Corporation, “The Impact of Mindfulness Meditation Programs on Performance-Related Outcomes,” Report RRA1522-1 (2022). Confirmed small to moderate effect sizes. rand.org/pubs/research_reports/RRA1522-1.html (opens in a new tab)
the vagus nerve, the longest in your body
Stephen Porges’ The Polyvagal Theory (W. W. Norton, 2011) is the definitive text on vagal function. The vagus nerve (cranial nerve X) runs from the brainstem to the abdomen.
five minutes a day of physiological sighs beat traditional meditation
Andrew Huberman’s Stanford lab tested cyclic sighing against mindfulness meditation in a randomised trial and the breathing protocol won on mood, arousal reduction, and resting respiratory rate. Balban, M. Y., et al., “Brief Structured Respiration Practices Enhance Mood and Reduce Physiological Arousal,” Cell Reports Medicine 4, no. 1 (2023): 100895.
two minutes of vagal breathing boosted correct answers by nearly 50%
A Belgian team at Vrije Universiteit Brussel had participants do two minutes of slow breathing before a decision-making task and saw accuracy jump by nearly half. De Couck, M., et al., “How Breathing Can Help You Make Better Decisions,” International Journal of Psychophysiology 139 (2019): 1–9.
Greg Long, the only surfer to win every major big-wave event
His near-death blackout occurred at Cortes Bank, approximately 100 miles offshore San Diego, on December 21, 2012. Rescued unconscious.
20,000 breaths you take each day
The average adult takes approximately 17,000–23,000 breaths per day. The 20,000 figure represents a resting respiratory rate of approximately 14 breaths per minute.
Chapter 5
his father had shot my brother on Father’s Day
Mostert has spoken publicly about the family trauma. His father shot his younger brother four times while Mostert was competing at the NCAA national championships. nbcsports.com/nfl/profootballtalk/rumor-mill/news/raheem-… (opens in a new tab)
only 12% of surfers are African American
Surf Industry Members Association (SIMA) Diversity in Surfing Report (2024). African American and Black surfers comprise approximately 11–13% of U.S. surfers, with the fastest growth rate among all demographics. surfindustry.org/pages/diversity-in-surfing-report (opens in a new tab)
employees who feel they can’t be authentic are 2.5 times more likely to feel emotionally drained
SHRM, “Employee Mental Health in 2024 Research Series” (May 2024). Survey of 1,405 U.S. employees. shrm.org/topics-tools/news/inclusion-diversity/burnout-sh… (opens in a new tab)
emotional suppressors had a 35% greater risk of dying
Chapman, B. P., et al., “Emotion Suppression and Mortality Risk over a 12-Year Follow-Up,” Journal of Psychosomatic Research 75, no. 4 (2013): 381–385. Over 700 Americans. 47% greater risk from heart disease, 70% greater risk from cancer.
David Goggins’ Can’t Hurt Me
If you haven’t read Goggins’ Can’t Hurt Me (Lioncrest Publishing, 2018), you should. Just know that the approach it champions is only one slice of the pie.
Reivich and her colleagues at Penn studying kids between nine and fourteen
Brunwasser, S. M., Gillham, J. E., and Kim, E. S., “A Meta-Analytic Review of the Penn Resiliency Program’s Effect on Depressive Symptoms,” Journal of Consulting and Clinical Psychology 77, no. 6 (2009): 1042–1054.
more than twenty controlled studies followed
In 2009 Brunwasser, Gillham, and Kim at Penn published a meta-analytic review confirming significant reductions in depressive symptoms across racial and ethnic backgrounds, with effects persisting for years. “A Meta-Analytic Review of the Penn Resiliency Program’s Effect on Depressive Symptoms,” Journal of Consulting and Clinical Psychology 77, no. 6 (2009): 1042–1054.
college freshmen, targeting the most pessimistic of their class
Seligman, M. E. P., Schulman, P., and Tryon, A. M., “Group Prevention of Depression and Anxiety Symptoms,” Behaviour Research and Therapy 45, no. 6 (2007): 1111–1126. Control group: 32% moderate-to-severe depression; workshop group: 22%.
soldier suicides had soared around 2008
Black, S. A., et al., “Prevalence and Risk Factors Associated with Suicides of Army Soldiers 2001–2009,” Military Psychology 23, no. 4 (2011): 433–451. The rate exceeded the civilian rate for the first time.
the largest-scale resilience training ever attempted
Reivich, K. J., et al., “Master Resilience Training in the U.S. Army,” American Psychologist 66, no. 1 (2011): 25–34. Over 55,000 certified trainers. 97% reported using the tools; 92% said they helped.
anxiety dropped by about a third
“Effects of Psychological Interventions on Anxiety in Athletes: A Meta-Analysis,” Frontiers in Psychology 16 (2025): 1621635. Blood pressure during competition fell. Effects held through 4, 6, even 9 months.
Thought-Consequence connection
A core component of the Penn Resilience Program, adapted from Aaron Beck’s cognitive therapy model and Albert Ellis’s Rational Emotive Behaviour Therapy.
emotional granularity
Kashdan, T. B., Barrett, L. F., and McKnight, P. E., “Unpacking Emotion Differentiation,” Current Directions in Psychological Science 24, no. 1 (2015): 10–16.
Raheem takes the handoff, 220 yards and four touchdowns
NFC Championship Game, January 19, 2020. 49ers 37, Packers 20. Mostert’s 220 rushing yards set a new NFL postseason record for a conference championship. espn.com/nfl/story/_/id/28519341/49ers-rb-raheem-mostert-… (opens in a new tab)
surgeons who practiced a three-breath reset
Arora, S., et al., “The Impact of Stress on Surgical Performance,” Surgery 147, no. 3 (2010): 318–330. Divided attention added ~30–40% to surgical task time.
Chapter 6
Ronny Chieng sits at the Daily Show desk
Daily Show viewership figures reflect Comedy Central linear ratings during Chieng’s hosting periods. Approximately 405,000 viewers. deadline.com/2026/01/the-daily-show-2025-ratings-1236664617/ (opens in a new tab)
Chieng’s controversial remark that Indians are not Asians
The Daily Show with Trevor Noah, Comedy Central, October 25, 2022. The segment on Rishi Sunak is worth watching if you want the full context. nbcnews.com/news/asian-america/-daily-show-faces-backlash… (opens in a new tab)
internet users sent nearly 150,000 messages every 60 seconds
Domo, “Data Never Sleeps” infographic, 10th edition (September 2022). domo.com/data-never-sleeps (opens in a new tab)
emotion is the stamp that tells the brain this matters, keep this
Hat tip to James McGaugh at UC Irvine, who spent decades mapping how the amygdala stamps emotionally charged events into long-term memory. “The Amygdala Modulates the Consolidation of Memories of Emotionally Arousing Experiences,” Annual Review of Neuroscience 27 (2004): 1–28.
when working memory is completely loaded, the emotional significance system goes flat
van Dillen, L. F., and Hofmann, W., “Emotional Regulation Through Cognitive Load,” Emotion Review 15, no. 2 (2023): 145–157.
177 samples, 22,000 participants
Moran, T. P., “Anxiety and Working Memory Capacity: A Meta-Analysis,” Psychological Bulletin 142, no. 8 (2016): 831–864.
7.5 to 10% slower in reaction time
Derakhshan, N., et al., “Anxiety, Inhibition, Efficiency, and Effectiveness,” Experimental Psychology 56, no. 1 (2009): 48–55.
penalty takers’ eyes locked onto the goalkeeper
Wilson, M. R., Vine, S. J., and Wood, G., “Anxiety, Attentional Control, and Performance Impairment in Penalty Kicks,” Journal of Sport and Exercise Psychology 31, no. 6 (2009): 761–775. Accuracy dipped by 15%.
Attentional Control Theory
Eysenck, M. W., et al., “Anxiety and Cognitive Performance: Attentional Control Theory,” Emotion 7, no. 2 (2007): 336–353. Anxiety impairs two central executive functions: inhibition and shifting.
the general consensus says four or five
Cowan, N., “The Magical Number 4 in Short-Term Memory,” Behavioral and Brain Sciences 24, no. 1 (2001): 87–114. Cowan revised Miller’s classic “seven plus or minus two” downward to approximately four chunks.
cortisol blocks dopamine clearance
Butts, K. A., et al., “Glucocorticoid Receptors in the Prefrontal Cortex Regulate Stress-Evoked Dopamine Efflux,” Proceedings of the National Academy of Sciences 108, no. 45 (2011): 18459–18464.
dopamine fires in anticipation of pleasure, not the pleasure itself
Wolfram Schultz’s primate research at Cambridge showed that dopamine neurons fire before the reward, not during it - making dopamine a wanting chemical, not a pleasure chemical. Schultz, W., Dayan, P., and Montague, P. R., “A Neural Substrate of Prediction and Reward,” Science 275, no. 5306 (1997): 1593–1599.
transient hypofrontality
Dietrich, A., “Functional Neuroanatomy of Altered States of Consciousness,” Consciousness and Cognition 12, no. 2 (2003): 231–256. The prefrontal cortex temporarily goes offline.
chemo brain and structural grey and white matter changes
Janelsins, M. C., et al., “Chemotherapy-Induced Cognitive Impairments,” Cancer Treatment Reviews 61 (2017): 90–101.
what chemo brain causes is, functionally, what happens under intense pressure
Both conditions reduce the prefrontal cortex’s capacity to maintain attentional control. The parallel is drawn from Derakhshan’s work on Attentional Control Theory and the chemo-brain literature.
Ronny Chieng SOLD OUT
Chieng’s “The Love to Hate It Tour” included a sold-out Radio City Music Hall (capacity ~5,960). The Comedy Cellar’s main room on MacDougal Street seats approximately 130.
Chapter 7
Cody Simpson posted a webcam cover and woke up with a million views
His debut single “iYiYi” (featuring Flo Rida) earned gold certification in multiple countries. “La Da Dee” (2013) went platinum internationally.
a duet with Bieber, 147 million streams
“Home to Mama” (2014). Stream count as of time of writing.
two engineers in Napa connected a microphone and a loudspeaker
Peter L. Jensen and Edwin S. Pridham at 1606 F Street, Napa, California, 1911–1916. Their first public demonstration was December 24, 1915, at San Francisco City Hall. The audio feedback phenomenon was an unintended byproduct. napahistory.org/ask-a-librarian-magnavox-loudspeaker/ (opens in a new tab)
chronic ruminators under an EEG showed decreased activation
Ferdek, M. A., et al., “Depressive Rumination and the Emotional Control Circuit,” Cognitive, Affective, & Behavioral Neuroscience 16, no. 6 (2016): 1099–1113.
Don’t think of a pink elephant
Wegner, D. M., et al., “Paradoxical Effects of Thought Suppression,” Journal of Personality and Social Psychology 53, no. 1 (1987): 5–13. The original study used “white bear” rather than “pink elephant,” but the principle is identical.
Adrian Wells and the Attention Training Technique
Wells, A., “Panic Disorder in Association with Relaxation Induced Anxiety,” Behavior Therapy 21, no. 3 (1990): 273–280. Relaxation increased panic attacks. ATT eliminated them.
the average ATT completer ended up in the 80th percentile
Knowles, M. M., et al., “A Systematic Review of Efficacy of the Attention Training Technique,” Journal of Clinical Psychology 72, no. 10 (2016): 999–1025. 10 studies, 295 participants.
effects were still holding at two years
Papageorgiou, C., and Wells, A., “Treatment of Recurrent Major Depression with Attention Training,” Cognitive and Behavioral Practice 7, no. 4 (2000): 407–413.
metacognitive
Adrian Wells developed metacognitive therapy (MCT). His book Metacognitive Therapy for Anxiety and Depression (Guilford Press, 2009) is the comprehensive reference.
seventy-three middle school students
Fergus, T. A., et al., “Reducing Test Anxiety in School Settings,” Behavior Therapy 50, no. 4 (2019): 803–816. Five sessions. Effects held at three weeks.
eighty-five medical school students got measurably faster
Barth, A.-L., Quirin, M., and Jäger, I., “Shifting Instead of Drifting,” Frontiers in Psychology 10 (2019). The first empirical evidence ATT improves attentional flexibility in non-clinical participants.
nearly three times more likely to delay gratification
Murray, J., et al., “The Attention Training Technique Improves Children’s Ability to Delay Gratification,” Behaviour Research and Therapy 104 (2018): 1–6.
significantly increased EEG activity in frontoparietal networks
Knowles, M. M., and Wells, A., “Single Dose of the Attention Training Technique Increases Resting Alpha and Beta-Oscillations,” Frontiers in Psychology 9 (2018): 1768. Thirty-six volunteers, same twelve-minute audio track.
Sports Illustrated Daily Cover feature
Sports Illustrated Daily Cover, October 2, 2020. The feature profiled the courtside exercise with TJ McConnell at AT&T Center in San Antonio. si.com/edge/2020/10/02/paddy-steinfort-mental-performance… (opens in a new tab)
Mark Manson’s The Subtle Art
If you haven’t read Manson’s The Subtle Art of Not Giving a F*ck (HarperOne, 2016), the core idea is that choosing what to care about is the real skill. It pairs well with the attentional control work in this chapter.
Cody and Olympic preparation
Simpson competed at the 2024 Australian Swimming Trials for the Paris Olympics. Narrowly missed qualification in the 100m butterfly (51.79 vs. the required 51.17). He’s since returned to music.
Chapter 8
the longest penalty shootout in World Cup history
FIFA Women’s World Cup 2023, Quarter-Final: Australia defeated France 7–6 on penalties at Brisbane Stadium, August 12, 2023. 10 rounds, 20 penalties. The full shootout is on the FIFA YouTube channel. youtu.be/XDEh7yQlZtc?t=207 (opens in a new tab)
Cortnee Vine
She scored the decisive 20th penalty to clinch Australia’s quarter-final victory.
the average person spends five years of their life worrying
The “five years” figure is from a UK health survey by Benenden Health (2013). The average adult loses about two hours a day to worry. The claim that 85–90% of worries never materialise is supported by: LaFreniere, L. S., and Newman, M. G., “Exposing Worry’s Deceit,” Behavior Therapy 51, no. 3 (2020): 413–423. counselheal.com/articles/3609/20130128/average-person-spe… (opens in a new tab)
Pavlov’s puppy, Watson’s feelings as fuzz, Skinner’s stimulus-response
Behaviourism, the “first wave” of cognitive-behavioural therapies, was founded by Watson and Skinner, building on Pavlov’s classical conditioning experiments.
the Ellis-and-Beck method
Cognitive therapy (the “second wave”) was developed by Aaron T. Beck and Albert Ellis. Beck’s Cognitive Therapy and the Emotional Disorders (1976) and Ellis’s Reason and Emotion in Psychotherapy (1962) are the foundational texts.
most people actually feel worse after repeating affirmations
Wood, J. V., et al., “Positive Self-Statements: Power for Some, Peril for Others,” Psychological Science 20, no. 7 (2009): 860–866. Participants with low self-esteem felt worse after repeating “I am a lovable person.”
Steven Hayes and Acceptance and Commitment Therapy
Hayes, a clinical psychologist at the University of Nevada, built ACT partly from his own experience with panic attacks - he wanted a therapy that didn’t require you to fight your own mind. Hayes, S. C., Strosahl, K. D., and Wilson, K. G., Acceptance and Commitment Therapy (Guilford Press, 1999). If the ideas in this chapter resonate, start here.
forty-plus sessions of CBT failed, eight ACT meetings cracked it
Gloster, A. T., et al., “Treating Treatment-Resistant Patients with Panic Disorder,” Psychotherapy and Psychosomatics 84, no. 2 (2015): 100–109.
ACT trimmed depression and anxiety as effectively as the pills
A Dutch team pooled 39 randomised controlled trials and found ACT matched pharmacological interventions for both depression and anxiety. A-Tjak, J. G. L., et al., “A Meta-Analysis of the Efficacy of Acceptance and Commitment Therapy,” Psychotherapy and Psychosomatics 84, no. 1 (2015): 30–36.
voice teachers trained in ACT coached adolescent singers
“Acceptance and Commitment Coaching for Music Performance Anxiety in Adolescent Singers,” Frontiers in Psychology 15 (2024). The first investigation into ACT coaching for music performance anxiety in adolescent singers.
the MAC protocol
Gardner and Moore’s The Psychology of Enhancing Human Performance (Springer Publishing, 2007) introduced the Mindfulness-Acceptance-Commitment approach, built specifically for athletes.
acceptance and compassion practices reduced cortisol by up to 51%
Engert, V., et al., “Specific Reduction in Cortisol Stress Reactivity After Social but Not Attention-Based Mental Training,” Science Advances 3, no. 10 (2017): e1700495. Part of the ReSource Project at the Max Planck Institute. 313 participants, nine months.
acceptance training physically grew the hippocampus
Wittmann, M., et al., “Differential Increase of Hippocampal Subfield Volume After Socio-Affective Mental Training,” eLife 13 (2024): e87634.
sharing inner experience with others boosted the benefits
Singer and Engert’s work at the Max Planck Institute found that solitary contemplation moved the needle, but dyadic sharing - practicing with another person - amplified the effects considerably. Singer, T., and Engert, V., “It Matters What You Practice,” Current Opinion in Psychology 28 (2019): 151–158.
the first woman to grace the cover of FIFA
Sam Kerr became the first female player on the global cover of EA Sports’ FIFA 23 (2022), alongside Kylian Mbappé.
the most watched event in Australian TV history
Almost 18.6 million Australians watched the 2023 FIFA Women’s World Cup across Seven’s screens. Cathy Freeman’s Olympic gold at Sydney 2000 drew approximately 8.8 million.
MDD on the folder
MDD refers to Major Depressive Disorder. SSRIs are commonly prescribed as first-line treatment.
Chapter 9
Maria Konnikova
Konnikova holds a PhD in psychology from Columbia (2013). Her doctoral research under Walter Mischel examined risky financial decision-making. Her book The Biggest Bluff (Penguin Press, 2020) is the full story of how she went from never having played poker to competing professionally.
Dimitar Danchev
Won the PokerStars Caribbean Adventure Main Event in 2014 for $1.4 million. Konnikova’s own hand analysis is on Greenwood, S., “POTD #47,” Punt of the Day (Substack). puntoftheday.com/p/potd-47-analyzing-an-ept-monte-carlo (opens in a new tab)
Monte Carlo simulation
Named after the Monte Carlo Casino. Developed in the 1940s by Stanislaw Ulam and John von Neumann during the Manhattan Project, using repeated random sampling to estimate mathematical functions too complex for analytical solutions.
the brain runs on Bayesian thinking
Tom Griffiths’ lab at Princeton (now Berkeley) showed that human cognition maps surprisingly well onto Bayesian statistical models - we update beliefs based on evidence more rationally than we think. Griffiths, T. L., et al., “Probabilistic Models of Cognition,” Trends in Cognitive Sciences 14, no. 8 (2010): 357–364.
Preston Cline and Mission Critical Teams
Preston’s seminal work that has been the foundation of so much incredible work with the world’s 0.0001% was his PhD thesis dissertation, which he completed at the University of Pennsylvania. Cline, P. B., “Mission Critical Teams” (doctoral dissertation, University of Pennsylvania, 2017). repository.upenn.edu/dissertations/AAI10275988/ (opens in a new tab)
Small (4–12) integrated teams of indigenously trained experts
Preston’s very specific, well-worn definition for what it means to be a member of a Mission Critical Team. If it resonates with you (like it did for me) or even just intrigues you, more of his subsequent work as well as the rest of the MCT community can be found at missioncti.com/ (opens in a new tab)
three hundred seconds of oxygen in your brain
The figure refers to the approximate duration of useful consciousness following complete loss of cerebral blood flow. Standard in aviation and military medicine. my.clevelandclinic.org/health/diseases/6025-cerebral-hypoxia (opens in a new tab)
PEAK conditions
Original framework, adapted from Cline’s Mission Critical Teams research. Particular Demands, Emergent Problems, Against the Clock, Known Risks.
decision-making deteriorates under uncertainty
Grant Shields at UC Davis pooled 88 studies into a meta-analysis of what acute stress does to executive function - working memory, inhibition, and cognitive flexibility all took a hit. Shields, G. S., et al., “The Effects of Acute Stress on Core Executive Functions: A Meta-Analysis,” Neuroscience & Biobehavioral Reviews 68 (2016): 651–668. Also: Starcke, K., and Brand, M., “Stress and Decision Making,” Current Opinion in Behavioral Sciences 14 (2017): 33–39.
cortisol impairs the clearance of norepinephrine
Arnsten, A. F. T., “Stress Signalling Pathways That Impair Prefrontal Cortex Structure and Function,” Nature Reviews Neuroscience 10, no. 6 (2009): 410–422.
53 recovering heroin addicts given clonidine
Zhang, X.-L., et al., “Clonidine Improved Laboratory-Measured Decision-Making Performance in Abstinent Heroin Addicts,” PLoS ONE 7, no. 1 (2012): e29084. A single dose tripled their Iowa Gambling Task scores, surpassing healthy controls.
26% chance you’ll face all four PEAK conditions at once
Author’s calculation using the complement rule of binomial probability. Seven days climbs to 88%. Ten days hits 95%.
Chatham House Rules
Participants are free to use information received, but neither the identity nor the affiliation of the speaker may be revealed. Originated at the Royal Institute of International Affairs, London, 1927.
Tilt
A poker term for the state of emotional frustration that leads to suboptimal play. Aligns with the neuroscience of stress-impaired prefrontal cortex function in Arnsten (2009).
Expected Value
A fundamental concept in probability theory representing the average outcome of a decision repeated many times. In poker, “positive EV” means making decisions that are profitable long-term, regardless of short-term variance.
Chapter 10
Luca Pacioli and double-entry bookkeeping
Pacioli’s Summa de arithmetica (Venice, 1494) contains the first published description. He was a Franciscan friar and mathematician; approximately 120 copies of the original print run survive today.
Cognitive Carry
Author’s original framework. The term draws on the financial concept of “carry” - the cost of holding an open position - applied to the cognitive bandwidth consumed by unresolved decisions.
overconfidence isn’t just one flaw, it’s three
Don Moore at Berkeley Haas separated overconfidence into overestimation, overplacement, and overprecision - three distinct biases that require different corrections. Moore, D. A., and Schatz, D., “The Three Faces of Overconfidence,” Social and Personality Psychology Compass 11, no. 8 (2017): e12331.
16,559 economic forecasts
Campbell, S., and Moore, D. A., “Overprecision in the Survey of Professional Forecasters,” Collabra: Psychology 10, no. 1 (2024): 92953. 53% confidence but correct only 23% of the time. online.ucpress.edu/collabra/article/10/1/92953/200113/ (opens in a new tab)
ambivalence and a 51% spike in norepinephrine
Frenk van Harreveld’s team at the University of Amsterdam measured the physiological cost of being torn between two positions - the autonomic nervous system treats indecision like a threat. Van Harreveld, F., et al., “The Agony of Ambivalence,” Personality and Social Psychology Review 13, no. 1 (2009): 45–61.
putting feelings into words diminishes amygdala activity
Matt Lieberman’s UCLA neuroimaging study showed that the simple act of labelling an emotion reduced amygdala activation - the neuroscience behind why “name it to tame it” works. Lieberman, M. D., et al., “Putting Feelings into Words,” Psychological Science 18, no. 5 (2007): 421–428.
the Spiral becomes self-reinforcing
Arnsten, A. F. T., “Stress Signalling Pathways,” Nature Reviews Neuroscience 10, no. 6 (2009): 410–422. High norepinephrine strengthens amygdala responses while impairing PFC function.
pre-mortem
Gary Klein’s pre-mortem technique: imagine the decision has already failed and work backwards. Klein, G., “Performing a Project Premortem,” Harvard Business Review 85, no. 9 (2007): 18–19.
Chapter 11
the average knowledge worker switches tasks every three minutes
Mark, G., et al., “No Task Left Behind?,” CHI ’05 (New York: ACM, 2005). Every 3 minutes and 5 seconds on average. dl.acm.org/doi/10.1145/985692.985707 (opens in a new tab)
mental contrasting with implementation intentions
Peter Gollwitzer at NYU published the original implementation intentions paper in 1999 and it spawned an entire subfield on “if-then” planning. Gollwitzer, P. M., “Implementation Intentions: Strong Effects of Simple Plans,” American Psychologist 54, no. 7 (1999): 493–503. Also: Oettingen, G., and Gollwitzer, P. M., “Strategies of Setting and Implementing Goals,” in Social Psychological Foundations of Clinical Psychology (Guilford Press, 2010).
183 stroke survivors
Marquardt’s team tested MCII on stroke patients relearning physical movement - a population where motivation and follow-through are literally life-altering. Marquardt, M. K., et al., “Mental Contrasting With Implementation Intentions Improves Physical Activity and Weight Loss,” Rehabilitation Psychology 62, no. 4 (2017): 580–590.
fifty-eight women in a business education program
Oettingen, G., et al., “Self-Regulation of Time Management,” European Journal of Social Psychology 45, no. 2 (2015): 218–229.
early-career software engineers experienced more flow
A 2024 German study applied mental contrasting to software engineers and found it boosted flow states during coding sprints - one of the first tests of MCII in a tech workplace. Bartholomeyczik, K., et al., “Using Mental Contrasting to Promote Flow Experiences at Work,” Computers in Human Behavior Reports 16 (2024): 100488.
feedforward, 5.1% higher in performance ratings
Budworth, M.-H., et al., “Looking Forward to Performance Improvement,” Human Resource Management 54, no. 1 (2015): 45–54. 145 employees.
call centre workers who reflected for 15 minutes
Di Stefano, G., et al., “Making Experience Count,” Harvard Business School Working Paper No. 14-093 (2016). Workers at Wipro in India performed 22.8% better on final assessments. hbs.edu/faculty/Pages/item.aspx?num=63487 (opens in a new tab)
Agile teams and a 250% quality improvement
Broadcom Software, “The Impact of Agile. Quantified.” (2022). broadcom.com/rally (opens in a new tab)
feedforward got 32% more students across the finish line
Saeed, N., and Mohamedali, F., “A Study to Evaluate Students’ Performance Based on Feedforward Teaching,” Education Sciences 12, no. 1 (2022): 56. Pass rate: 92% vs. 60%.
future-oriented states improved reaction times
Weiland, B. J., et al., “Relationship Between Impulsivity, Prefrontal Anticipatory Activation, and Striatal Dopamine Release,” Psychiatry Research: Neuroimaging 223, no. 3 (2014): 244–252. Reaction times improved from 227ms to 202ms.
Boeing’s Model 299
Atul Gawande tells this story brilliantly in The Checklist Manifesto (Metropolitan Books, 2009). The prototype crashed at Wright Field on October 30, 1935. Two of five crew died. The resulting preflight checklist produced 1.8 million miles without a major incident.
a checklist for central line procedures cut ICU infections by two-thirds
Pronovost, P., et al., “An Intervention to Decrease Catheter-Related Bloodstream Infections,” New England Journal of Medicine 355, no. 26 (2006): 2725–2732. 103 ICUs, 67 Michigan hospitals. An estimated 1,500 lives saved.
the WHO’s surgical safety checklist
Haynes, A. B., et al., “A Surgical Safety Checklist to Reduce Morbidity and Mortality,” New England Journal of Medicine 360, no. 5 (2009): 491–499. Eight hospitals, eight countries. Complications fell 36%, deaths fell 47%.
Chapter 12
Kawhi Leonard’s shot
May 12, 2019. Buzzer-beating fadeaway to win Game 7 for the Raptors over the 76ers, 92–90. The ball bounced four times. Leonard scored 41 points. Commonly known as “The Bounce.”
the largest analytics unit in the league
Keith Pompey, “Sixers’ Team of NBA Stats Gurus,” Philadelphia Inquirer, November 15, 2017. Ten number-crunchers. inquirer.com/philly/sports/sixers/philadelphia-76ers-anal… (opens in a new tab)
the 2019 offseason roster moves
Tobias Harris re-signed ($180M). Al Horford came in ($109M). Jimmy Butler headed to Miami. JJ Redick to New Orleans. TJ McConnell to Indiana.
Barry Staw and “Knee Deep in the Big Muddy”
Staw was at Northwestern in 1976 when he published what became the foundational paper on escalation of commitment - why we double down when we should walk away. Staw, B. M., “Knee-Deep in the Big Muddy,” Organizational Behavior and Human Performance 16, no. 1 (1976): 27–44.
Jerry Ross and Expo ’86
Ross, J., and Staw, B. M., “Expo 86: An Escalation Prototype,” Administrative Science Quarterly 31, no. 2 (1986): 274–297. British Columbia’s projected deficit escalated from $6 million to over $300 million.
the Shoreham nuclear reactor, Pan Am, and Sears
By 1993, Ross and Staw had tracked the escalation pattern across industries - a nuclear reactor, an airline, a retail empire - all pouring good money after bad. Ross, J., and Staw, B. M., “Organizational Escalation and Exit,” Academy of Management Journal 36, no. 4 (1993): 701–732.
over 500 corporate acquisitions
Guenzel, M., “In Too Deep,” The Journal of Finance (2025). 558 acquisitions. Firms were 8–9% less likely to divest when the acquiring CEO was still in the chair.
one in six large IT projects overshoots by 200%
Bloch, M., et al., “Delivering Large-Scale IT Projects,” McKinsey Digital (2012). Also: Flyvbjerg, B., and Budzier, A., “Why Your IT Project May Be Riskier Than You Think,” Harvard Business Review (2011). mckinsey.com/capabilities/tech-and-ai/our-insights/delive… (opens in a new tab)
NHL first-rounders logged 44.4 extra seconds of ice time
Farah and Sivasubramaniam analysed NHL playing time data and found draft position predicted ice time even after controlling for performance - the sunk cost fallacy on ice. Farah, K. B., and Sivasubramaniam, D., “Eliminating Buyer’s Remorse,” Scandinavian Journal of Medicine & Science in Sports 31, no. 6 (2021): 1390–1397.
threat-rigidity
Staw, B. M., Sandelands, L. E., and Dutton, J. E., “Threat Rigidity Effects in Organizational Behavior,” Administrative Science Quarterly 26, no. 4 (1981): 501–524. Under threat, individuals restrict information processing and revert to dominant responses.
twelve franchises tried the Big 3 model
Author’s analysis of publicly available NBA roster and championship data. Only Miami (2012, 2013), Cleveland (2016), and Golden State (2015, 2017, 2018, 2022) cashed in with actual rings. That’s a 25% success rate.
Christmas Day, 2024
Lakers defeated Golden State 115–113 at Chase Center. Curry hit a 31-foot shot to tie with 6.3 seconds left. Austin Reaves hit a driving layup with one second remaining.
the Palisades fire costing his family their home
The fire in January 2025 destroyed over 5,000 structures. JJ Redick confirmed his family lost their home during a press conference on January 11, 2025.
Chapter 13
clyccan meant to clench
The Old English verb clyccan means “to bring together, bend (the fingers), clench.” Likely Proto-Germanic origin. Harper, D., “Clutch,” Online Etymology Dictionary. etymonline.com/word/clutch (opens in a new tab)
Karl Benz invented the device itself
Benz patented the clutch during the 1880s as a component of his Patent-Motorwagen (1885–1886), the first practical mass-produced automobile.
baseball borrowed it around the 1920s
The use of “clutch” to describe a critical moment in baseball emerged in American sports journalism in the early twentieth century.
the brain’s version of a clutch lives in the prefrontal cortex
Adele Diamond at UBC wrote what many consider the definitive review of executive functions - inhibitory control, working memory, and cognitive flexibility - in 2013. Diamond, A., “Executive Functions,” Annual Review of Psychology 64 (2013): 135–168.
Gary Klein and Wright-Patterson Air Force Base
Gary Klein’s Sources of Power (MIT Press, 1998) is the book that changed how we think about expert decision-making. It all started at Wright-Patterson.
156 decision points from 26 fireground commanders
Klein, G. A., et al., “Rapid Decision Making on the Fire Ground,” Human Factors 28, no. 3 (1986): 335–350. Fewer than 12% compared multiple options. 80% of critical decisions made in under a minute. Updated with postscript in Journal of Cognitive Engineering and Decision Making 4, no. 3 (2010): 186–209.
120 cases of breakthrough insight
Klein’s Seeing What Others Don’t (PublicAffairs, 2013) catalogues these. In 82% of cases, the insight came from abandoning an assumption that had anchored the old frame.
data/frame theory
Klein, G., Moon, B., and Hoffman, R. R., “Making Sense of Sensemaking,” IEEE Intelligent Systems 21, no. 4 (2006): 70–73. The intelligence community’s core model.
non-first-person self-talk
Ethan Kross’s Michigan lab ran seven experiments with 585 participants testing what happens when you switch from “I” to your own name during self-talk. Kross, E., et al., “Self-Talk as a Regulatory Mechanism,” Journal of Personality and Social Psychology 106, no. 2 (2014): 304–324. His book Chatter (Crown, 2021) is an accessible deep dive.
third-person self-talk reduced the brain’s emotional response within one second
Jason Moser’s team at Michigan State used EEG to track the speed of the effect - the brain’s emotional response dampened within a single second of the shift to third person. Moser, J. S., et al., “Third-Person Self-Talk Facilitates Emotion Regulation,” Scientific Reports 7 (2017): 4519.
Ryan Holiday’s Ego Is the Enemy
Holiday diagnosed this beautifully in Ego Is the Enemy (Portfolio/Penguin, 2016). Worth reading alongside this chapter.
experienced paramedics relied on snap judgements for 36% of field activations
Newgard, C. D., et al., “Out-of-Hospital Decision Making,” Journal of Trauma 70, no. 6 (2011): 1345–1353. Reaching a diagnosis within 1–2 minutes.
60–81% of elite athletes’ in-game decisions relied on pattern spotting
Anne-Claire Macquet at the French National Institute of Sport applied Klein’s naturalistic decision-making framework to elite athletes and found the same pattern recognition process he’d documented in fireground commanders. Macquet, A.-C., and Fleurance, P., “Naturalistic Decision-Making in Sport,” Frontiers in Psychology 13 (2022): 936140.
simpler approaches get you 90% of the accuracy
Gigerenzer and Goldstein’s “Take The Best” heuristic, from their book Simple Heuristics That Make Us Smart (Oxford University Press, 1999), achieved over 90% of the accuracy of complex regression models using significantly fewer cues.
STEP protocol
Developed by Klein’s team (ShadowBox LLC). Naval officers detected 58% more. Industrial operators diagnosed root causes 26% faster. Soldiers at Fort Benning improved decisions by 21%. gary-klein.com/ (opens in a new tab)
Chase Briscoe’s 2025 season
Driver rating jumped to 100.4. Average starting position from sixteenth to sixth. Seven top fives. Two wins. Third overall in the championship - all career bests. racing-reference.info/drivdet/briscch01/2025/W (opens in a new tab)
Chapter 14
The Show
Bart Ripp, Albuquerque Journal (1975). The earliest documented use of “the show” as minor-league shorthand for the majors.
66 days to automaticity
Lally, P., et al., “How Are Habits Formed,” European Journal of Social Psychology 40, no. 6 (2010): 998–1009. Range: 18–254 days. Missing a single day had basically zero impact.
85 to 95% of lapsers never came back
This draws on the abstinence violation effect literature. Marlatt, G. A., and Gordon, J. R., Relapse Prevention (Guilford Press, 1985). The mechanism is now understood as a drop in self-efficacy rather than guilt alone.
dieters ate 50% more cookies
Herman, C. P., and Mack, D., “Restrained and Unrestrained Eating,” Journal of Personality 43, no. 4 (1975): 647–660. The “what-the-hell effect.” Also: Herman and Polivy, “The Self-Regulation of Eating,” in Handbook of Self-Regulation (Guilford Press, 2004).
30% to 60% drop in cortisol after a laughter session
Gonot-Schoupinsky, F., et al., “Laughter as Medicine,” PLOS ONE (2023). Single sessions showed a 36.7% mean reduction.
older adults watched 20 minutes of comedy
Bains, G. S., et al., “The Effect of Humor on Short-Term Memory in Older Adults,” Advances in Mind-Body Medicine 28, no. 2 (2014): 16–24. Learning ability improved 38.5%, delayed recall improved 43.6%.
firefighters high in coping humor showed far less burnout
Sliter’s team surveyed firefighters and found that those who used humour as a coping mechanism showed significantly lower burnout even when exposed to the same traumatic events. Sliter, M., et al., “Is Humor the Best Medicine?,” Journal of Organizational Behavior 35, no. 2 (2014): 257–272.
POWs described humor as “fundamental to resilience”
Henman, L. D., “Humor as a Coping Mechanism: Lessons from POWs,” Humor 14, no. 1 (2001): 83–94. Repatriated Vietnam POWs suffered almost no mental illness.
jazz pianists’ brains powered down, not up
Limb, C. J., and Braun, A. R., “Neural Substrates of Spontaneous Musical Performance,” PLoS ONE 3, no. 2 (2008): e1679. Extensive deactivation of dorsolateral prefrontal regions during improvisation.
the same occurred in freestyle rappers
Siyuan Liu’s team at the National Institutes of Health scanned rappers mid-freestyle and saw the same prefrontal deactivation pattern that Limb and Braun found in jazz pianists. Liu, S., et al., “Neural Correlates of Lyrical Improvisation,” Scientific Reports 2 (2012): 834.
thirty-two teenagers with Complex Developmental Trauma
DeMichele, M., and Kuenneke, S., “Short-Form, Comedy Improv Affects the Functional Connectivity in the Brain,” NeuroRegulation 8, no. 2 (2021): 114–122. Twenty minutes of improv. Live EEG showed brain regions linking with less delay.
roughly 43% of what people do each day is habitual
Wendy Wood’s lab at USC tracked daily activities using experience-sampling diaries and found that nearly half of what people do each day happens in the same location, at the same time, with the same cues. Wood, W., et al., “Habits in Everyday Life,” Journal of Personality and Social Psychology 83, no. 6 (2002): 1281–1297.
exercise habits survived only when the new gym was in the same location
Wood followed up in 2005 by studying students who transferred universities - those whose new campus gym was in a similar location to the old one kept exercising, while those whose environment changed lost the habit entirely. Wood, W., et al., “Changing Circumstances, Disrupting Habits,” Journal of Personality and Social Psychology 88, no. 6 (2005): 918–933.
15% of soldiers were addicted in Vietnam, only 5% after returning home
Robins, L. N., et al., “Narcotic Use in Southeast Asia and Afterward,” Archives of General Psychiatry 32, no. 8 (1975): 955–961. Approximately 20% became dependent in Vietnam, but only 5% after returning - demonstrating the powerful role of environmental context.
people who linked a trigger to an action doubled or tripled adherence
Gollwitzer, P. M., and Sheeran, P., “Implementation Intentions and Goal Achievement,” Advances in Experimental Social Psychology 38 (2006): 69–119. Meta-analysis of 94 studies (N > 8,000).
James Clear’s Atomic Habits
Clear’s Atomic Habits (Avery, 2018) is the book on habit formation. If you want to go deeper on cues, routines, and the compounding effect of small changes, start there.
self-monitoring ranks as the most effective among 93 strategies
Susan Michie’s team at University College London catalogued and tested 93 distinct behaviour change techniques - self-monitoring (simply tracking what you do) outperformed all of them. Michie, S., et al., “The Behavior Change Technique Taxonomy (v1),” Annals of Behavioral Medicine 46, no. 1 (2013): 81–95.
110mph off the bat
Baseball Savant data. Vientos’s maximum exit velocity peaked at 114.9 mph in 2023. Average sits around 91–93 mph. baseballsavant.mlb.com/savant-player/mark-vientos-668901 (opens in a new tab)
Epilogue
Michelin stars
The Michelin Guide was first published in 1900 by the Michelin Tyre Company in France. The star system was introduced in 1926, with the modern three-tier hierarchy established by 1936.
omakase
Omakase (お任せ) is a Japanese dining tradition meaning “I leave it up to you.” From the verb makaseru (任せる), “to entrust.”
Eihei Dōgen and the Tenzo Kyōkun
Dōgen (1200–1253), founder of Sōtō Zen Buddhism in Japan. Tenzo Kyōkun (Instructions for the Tenzo) was written in 1237. Translations: Uchiyama, K., How to Cook Your Life (Shambhala, 2005); Leighton and Okumura, Dōgen’s Pure Standards for the Zen Community (SUNY Press, 1996).
Sanshin, the three minds
The three minds (三心) from Dōgen’s Tenzo Kyōkun: Daishin (大心, magnanimous mind), Kishin (喜心, joyful mind), and Roshin - traditionally rendered 老心 (nurturing mind). Chef Ishibuchi’s rendering as 炉心 (furnace heart / reactor core) is a deliberate culinary reinterpretation.
I’ve always said I’m two different people
Vahe Gregorian, “Why Chiefs Quarterback Patrick Mahomes Is Finally Playing With a Free Mind Again,” Kansas City Star. kansascity.com/sports/nfl/kansas-city-chiefs/article28596… (opens in a new tab)
Corrections
If a source is misattributed or someone deserves credit they haven’t been given, Paddy would like to hear about it. This page is updated as new research emerges.