The performance coach for the top 0.0001%

Pressure Point

Notes and sources

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.

Pressure Point by Paddy Steinfort, book cover

Chapter 1

Face It

  1. Note 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)

  2. Note 2

    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)

  3. Note 3

    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.

  4. Note 4

    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)

  5. Note 5

    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.

  6. Note 6

    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.

  7. Note 7

    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.

  8. Note 8

    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.

  9. Note 9

    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)

  10. Note 10

    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.

  11. Note 11

    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.

  12. Note 12

    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.

  13. Note 13

    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.

  14. Note 14

    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.

  15. Note 15

    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.

  16. Note 16

    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.

  17. Note 17

    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)

  18. Note 18

    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)

  19. Note 19

    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.

  20. Note 20

    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.

  21. Note 21

    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

The Secret

  1. Note 22

    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)

  2. Note 23

    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.

  3. Note 24

    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)

  4. Note 25

    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)

  5. Note 26

    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.

  6. Note 27

    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.

  7. Note 28

    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.

  8. Note 29

    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)

  9. Note 30

    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.

  10. Note 31

    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.

  11. Note 32

    384 European military reservists

    Zukauskas, P., et al., “Reserve Soldiers’ Psychological Resilience Impact to Sustainable Military Competences,” Sustainability 14, no. 11 (2022): 6810.

  12. Note 33

    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.

  13. Note 33a

    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.

  14. Note 34

    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.

  15. Note 35

    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)

  16. Note 36

    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.

  17. Note 37

    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

The Spike

  1. Note 38

    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.

  2. Note 39

    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)

  3. Note 40

    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.

  4. Note 41

    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.

  5. Note 42

    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.

  6. Note 43

    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.

  7. Note 44

    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.

  8. Note 45

    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.

  9. Note 46

    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.

  10. Note 47

    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)

  11. Note 48

    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)

  12. Note 49

    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.

  13. Note 50

    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.

  14. Note 51

    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.

  15. Note 52

    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

Feel

  1. Note 53

    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)

  2. Note 54

    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)

  3. Note 55

    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)

  4. Note 56

    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)

  5. Note 57

    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)

  6. Note 58

    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.

  7. Note 59

    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.

  8. Note 60

    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.

  9. Note 61

    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.

  10. Note 62

    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.

  11. Note 63

    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.

  12. Note 64

    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.

  13. Note 65

    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.

  14. Note 66

    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)

  15. Note 67

    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.

  16. Note 68

    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.

  17. Note 69

    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.

  18. Note 70

    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.

  19. Note 71

    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

Read the Route

  1. Note 72

    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)

  2. Note 73

    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)

  3. Note 74

    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)

  4. Note 75

    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.

  5. Note 76

    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.

  6. Note 77

    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.

  7. Note 78

    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.

  8. Note 79

    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%.

  9. Note 80

    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.

  10. Note 81

    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.

  11. Note 82

    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.

  12. Note 83

    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.

  13. Note 84

    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.

  14. Note 85

    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)

  15. Note 86

    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

The Jam

  1. Note 87

    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)

  2. Note 88

    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)

  3. Note 89

    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)

  4. Note 90

    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.

  5. Note 91

    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.

  6. Note 92

    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. Note 93

    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.

  8. Note 94

    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%.

  9. Note 95

    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.

  10. Note 96

    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.

  11. Note 97

    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.

  12. Note 98

    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.

  13. Note 99

    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.

  14. Note 100

    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.

  15. Note 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.

  16. Note 102

    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

Aim

  1. Note 103

    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.

  2. Note 104

    a duet with Bieber, 147 million streams

    “Home to Mama” (2014). Stream count as of time of writing.

  3. Note 105

    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)

  4. Note 106

    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.

  5. Note 107

    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.

  6. Note 108

    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.

  7. Note 109

    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.

  8. Note 110

    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.

  9. Note 111

    metacognitive

    Adrian Wells developed metacognitive therapy (MCT). His book Metacognitive Therapy for Anxiety and Depression (Guilford Press, 2009) is the comprehensive reference.

  10. Note 112

    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.

  11. Note 113

    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.

  12. Note 114

    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.

  13. Note 115

    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.

  14. Note 116

    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)

  15. Note 117

    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.

  16. Note 118

    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

Build the Filter

  1. Note 119

    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)

  2. Note 120

    Cortnee Vine

    She scored the decisive 20th penalty to clinch Australia’s quarter-final victory.

  3. Note 121

    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)

  4. Note 122

    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.

  5. Note 123

    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.

  6. Note 124

    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.”

  7. Note 125

    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.

  8. Note 126

    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.

  9. Note 127

    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.

  10. Note 128

    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.

  11. Note 129

    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.

  12. Note 130

    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.

  13. Note 131

    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.

  14. Note 132

    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.

  15. Note 133

    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.

  16. Note 134

    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.

  17. Note 135

    MDD on the folder

    MDD refers to Major Depressive Disorder. SSRIs are commonly prescribed as first-line treatment.

Chapter 9

The Skew

  1. Note 136

    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.

  2. Note 137

    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)

  3. Note 138

    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.

  4. Note 139

    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.

  5. Note 140

    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)

  6. Note 141

    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)

  7. Note 142

    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)

  8. Note 143

    PEAK conditions

    Original framework, adapted from Cline’s Mission Critical Teams research. Particular Demands, Emergent Problems, Against the Clock, Known Risks.

  9. Note 144

    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.

  10. Note 145

    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.

  11. Note 146

    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.

  12. Note 147

    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%.

  13. Note 148

    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.

  14. Note 149

    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).

  15. Note 150

    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

Commit

  1. Note 151

    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.

  2. Note 152

    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.

  3. Note 153

    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.

  4. Note 154

    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)

  5. Note 155

    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.

  6. Note 156

    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.

  7. Note 157

    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.

  8. Note 158

    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

Write the Code

  1. Note 159

    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)

  2. Note 160

    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).

  3. Note 161

    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.

  4. Note 162

    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.

  5. Note 163

    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.

  6. Note 164

    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.

  7. Note 165

    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)

  8. Note 166

    Agile teams and a 250% quality improvement

    Broadcom Software, “The Impact of Agile. Quantified.” (2022). broadcom.com/rally (opens in a new tab)

  9. Note 167

    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%.

  10. Note 168

    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.

  11. Note 169

    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.

  12. Note 170

    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.

  13. Note 171

    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

The Stick

  1. Note 172

    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.”

  2. Note 173

    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)

  3. Note 174

    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.

  4. Note 175

    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.

  5. Note 176

    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.

  6. Note 177

    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.

  7. Note 178

    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.

  8. Note 179

    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)

  9. Note 180

    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.

  10. Note 181

    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.

  11. Note 182

    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.

  12. Note 183

    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.

  13. Note 184

    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

Execute

  1. Note 185

    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)

  2. Note 186

    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.

  3. Note 187

    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.

  4. Note 188

    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.

  5. Note 189

    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.

  6. Note 190

    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.

  7. Note 191

    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.

  8. Note 192

    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.

  9. Note 193

    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.

  10. Note 194

    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.

  11. Note 195

    Ryan Holiday’s Ego Is the Enemy

    Holiday diagnosed this beautifully in Ego Is the Enemy (Portfolio/Penguin, 2016). Worth reading alongside this chapter.

  12. Note 196

    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.

  13. Note 197

    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.

  14. Note 198

    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.

  15. Note 199

    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)

  16. Note 200

    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

Find the Flow

  1. Note 201

    The Show

    Bart Ripp, Albuquerque Journal (1975). The earliest documented use of “the show” as minor-league shorthand for the majors.

  2. Note 202

    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.

  3. Note 203

    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.

  4. Note 204

    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).

  5. Note 205

    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.

  6. Note 206

    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%.

  7. Note 207

    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.

  8. Note 208

    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.

  9. Note 209

    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.

  10. Note 210

    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.

  11. Note 211

    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.

  12. Note 212

    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.

  13. Note 213

    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.

  14. Note 214

    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.

  15. Note 215

    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).

  16. Note 216

    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.

  17. Note 217

    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.

  18. Note 218

    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

The Recipe

  1. Note 219

    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.

  2. Note 220

    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.”

  3. Note 221

    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).

  4. Note 222

    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.

  5. Note 223

    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

Spotted an error?

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.

[email protected]

Pressure Point by Paddy Steinfort. Published by Avery, an imprint of Penguin Random House.

Paddy Steinfort is a performance coach, not a licensed psychologist or psychiatrist. Nothing on this page is medical advice or a substitute for care from a qualified clinician.

Research, publications and organisations are cited for reference and identification only, and do not endorse this book.