The Research Trail
The science underneath the Meta Singles.
About This Research
Research for the Reference Pages and the Research Trail was compiled by Leo, an AI agent in the writing room for What Colour Is the Sunset? and The Mensdate Project Meta Singles. Leo is built on Anthropic Claude (model versions current to 2026) and runs against a calibrated toolkit specific to this work, including a working knowledge base, a 7-phase research loop, a CRAAP framework source-quality pass, and a Do-Not-Do List Leo reads before every response. Every finding carries a confidence tier: HIGH, MEDIUM, LOW, or UNVERIFIED. Sources are evaluated, not just cited. Contradictions are surfaced, not hidden.
Jhöl Unger directs the research, discusses every entry with Leo against the source material, and is responsible for the accuracy of every claim presented on these pages. Where uncertainty remains about a source, the entry is held back rather than published. Readers, clinicians, and researchers who want to verify any claim independently are encouraged to follow the citations to the original works.
✱1 Each gold marker matches a marker inside the Single. Find ✱2 in a Two Beers with Leo box, and the same number here is the primary source underneath that claim.
Pick a Track to open its research entry.
This Single touches on two threads of research and one piece of folk truth.
✱1 First, autonomy and the choice to remain on the street. Cameron Parsell and Beth Parsell, working at the University of Queensland's Institute for Social Science Research, published Homelessness as a Choice in the journal Housing, Theory and Society, vol. 29 no. 4, in 2012, pages 420 to 434. Drawing on ethnographic research with people sleeping rough, they argue that choice can be understood as an expression of agency and a commitment to a normal identity......that what looks from the outside like a refusal of help is, from the inside, a defence of self-direction in a system that strips it away. The paper unpacks the hidden complexities that underpin choices to be homeless and is now one of the most-cited works in the autonomy-and-homelessness literature. DOI: 10.1080/14036096.2012.667834.
Other peer-reviewed work supports the framework. A 2020 longitudinal study in BMC Health Services Research by van der Velde and colleagues on self-managed homeless shelters in the Netherlands found that participants experienced freedom of choice over both their own life and management of the program in ways that regular shelters did not allow......and that this autonomy was the key variable participants named when explaining why they stayed engaged. Across the broader literature the pattern keeps repeating: people on the street often describe mainstream institutional life as boring, rule-bound, and identity-erasing, and the sidewalk as the only place left where the rules of who they are belong to them.
Confidence: HIGH on the autonomy framework. Parsell & Parsell 2012 is the keystone source and remains widely cited.
✱2 Second, the difference between how people become homeless and why some stay. The pathways research framework is the standard analytical lens here......see Stablein, Evaluating the heterogeneity of street life and homelessness in adolescent research, in Sociology Compass (2019) for a survey of how the field has come to distinguish entry causes (which are rarely chosen......eviction, family breakdown, addiction, mental illness, system failure) from continuation factors (which more often involve some degree of agency, identity, community, and trauma response). The Single names this distinction plainly. The first is rarely a choice. The second often is. That is consistent with the academic consensus.
Confidence: HIGH on the entry-vs-continuation distinction; this is mainstream pathways-research framing.
Third, the line about freedom not being the absence of hard things but the absence of pretending the hard things shouldn't be happening to you. This is folk wisdom in the same family as Viktor Frankl's 1946 Man's Search for Meaning......that the last of human freedoms is to choose one's attitude in any given set of circumstances. Frankl's claim is well-established, widely cited, and remains influential across logotherapy, existential psychology, and adjacent traditions. The specific Single phrasing is Jhöl's, not Frankl's, but it sits comfortably in the lineage. Presented in the Single as lived insight rather than as a research finding, so it carries no node.
This Single touches on four threads of research, all well-established.
✱1 First, divorce contagion. Rose McDermott (Brown University), James Fowler (UC San Diego), and Nicholas Christakis (Yale University) published Breaking Up is Hard to Do, Unless Everyone Else is Doing it Too: Social Network Effects on Divorce in a Longitudinal Sample in the journal Social Forces, vol. 92 no. 2, December 2013, pages 491 to 519. Using data from the Framingham Heart Study (about 5,000 people followed over 32 years), the team found that divorce can spread between friends in clusters extending up to two degrees of separation in the network, that close friends going through a divorce raises one's own odds of divorce by approximately 75 percent, and that one common mechanism is married friends pulling away from a newly divorced friend......in part because the split makes them nervous about their own marriage. DOI: 10.1093/sf/sot096. PMID: 24748689.
Confidence: HIGH. Peer-reviewed, replicated, widely cited.
✱2 Second, where men turn for support. Pew Research Center's surveys on family and friendship consistently find that married men lean disproportionately on their spouse for emotional support relative to women, who maintain wider friendship-based support networks. Pew's Men, Women and Social Connections study (January 16, 2025) found that about three-quarters of married or partnered people......men and women alike......say they are likely to turn to their spouse or partner for emotional support, while only about a third of men say they turn to friends. When the spouse leaves, the support structure underneath leaves with her......which is the through-line the Single is making. Primary references: Pew Research Center, Men, Women and Social Connections (2025); Pew Research Center, Social Trends, multiple reports 2014 to 2023; American Institute for Boys and Men, Male Loneliness and Isolation (2025).
Confidence: HIGH on the spouse-as-primary-confidant pattern for married men.
✱3 Third, the friendship recession in American men. The 2021 American Perspectives Survey, conducted by the Survey Center on American Life at the American Enterprise Institute, polled 2,019 adults from May 14 to May 23, 2021. Director Daniel A. Cox published the headline findings: in 1990, 55 percent of American men reported having six or more close friends, while in 2021 that figure was 27 percent. The share of men reporting no close friends at all rose from 3 percent in 1990 to 15 percent in 2021......a fivefold increase. Single, unpartnered men fare worst: roughly one in five report no close friends. Margin of error: plus-or-minus 2.4 percentage points. This is the source the Single is paraphrasing on the friendship-decline numbers.
Confidence: HIGH on the headline numbers. Note that more recent Pew (2023) data find a smaller men-vs-women gap than the AEI 2021 survey suggests, but the long-term trendline......men's close friendships have declined sharply since 1990......is consistent across sources.
✱4 Fourth, kindness and connection. The Single ends on the move Jhöl made......being the kind of friend he wanted......with the claim that doing small acts of kindness for others reduces feelings of isolation. This is consistent with prosocial-behaviour research published across multiple journals in the past two decades, including work by Sonja Lyubomirsky and colleagues at UC Riverside on the effects of kindness practices on subjective well-being (see Lyubomirsky, Sheldon, & Schkade, 2005, Pursuing happiness: The architecture of sustainable change, in Review of General Psychology). The specific causal claim about reducing loneliness is best supported by the more recent literature on the helper's high and meaning-making through service.
Confidence: MEDIUM-HIGH on the broad framework. Not a single-paper claim......a body of literature.
This Single touches on two threads of research, both well-established.
✱1 First, continuing bonds. Dennis Klass (Webster University), Phyllis R. Silverman (Massachusetts General Hospital and Harvard Medical School), and Steven L. Nickman (Harvard Medical School) edited the foundational anthology Continuing Bonds: New Understandings of Grief, published by Taylor & Francis in 1996 (ISBN 9781560323396). The book gathered 22 contributors and presented data from multiple bereaved populations to challenge the dominant 20th-century Freudian model that healthy grieving required severing the attachment to the deceased. The Klass-Silverman-Nickman volume argued the opposite: that maintaining a relationship with the person who died......through memory, ritual, music, conversation, and continued symbolic interaction......is normal, adaptive, and protective. The model has since become widely accepted in modern thanatology and is now standard in grief-counsellor training. The book has been cited well over 1,400 times.
The kitchen ritual the Single describes......cueing up a song that belonged to the deceased, cooking the meal he loved, talking out loud to him while moving around the kitchen......is a textbook example of what the continuing-bonds literature now describes as adaptive ritual practice. Note: there is ongoing methodological debate in the field. Stroebe et al. (2012) and others have noted that the original Klass volume relied primarily on qualitative methods and case studies rather than quantitative outcome data. The framework remains widely accepted; the empirical measurement continues to develop.
Confidence: HIGH on the framework, model, and authors. MEDIUM on specific outcome claims (loneliness reduction, resilience increase)......these are supported by the literature but exact effect sizes vary across studies.
✱2 Second, music and autobiographical memory. The Single's claim that songs connected to a lost loved one activate the same brain regions as memory and emotion is supported by the music-evoked autobiographical memory (MEAM) literature. The keystone neuroscience paper is Petr Janata's The Neural Architecture of Music-Evoked Autobiographical Memories, published in Cerebral Cortex (Oxford University Press) in 2009. Janata, working at UC Davis, used fMRI to demonstrate that the dorsal medial prefrontal cortex......a region associated with self-referential thought......activates strongly when familiar music triggers autobiographical memories, and the strength of activation correlates with the salience of the recalled memory.
More recent work by Kelly Jakubowski (Durham University) and colleagues, published in Music & Science and Psychology of Music (2019 to 2021), confirms that music-evoked autobiographical memories are typically rated as highly vivid, more involuntary than other memory types, and accompanied by strong emotional responses......predominantly positive, often nostalgic. Music has also been shown to be a spared cue for autobiographical memories in patients with acquired brain injury and in early-stage dementia, where other autobiographical recall pathways are impaired. This is well-documented in the music therapy and gerontology literatures.
Confidence: HIGH. Janata 2009 is well-cited and the broader MEAM literature is robust.
This Single touches on three threads of research.
✱1 First, goal shielding. The push-back you feel when you commit hard to one big aim, where everything else in your life starts competing for the hours you said belonged to the most important thing, has a name in psychology. Shah, Friedman, and Kruglanski named it goal shielding in their 2002 paper Forgetting all else: On the antecedents and consequences of goal shielding, published in the Journal of Personality and Social Psychology, vol. 83 no. 6, pages 1261 to 1280. The six-study paper found that the activation of focal goals to which an individual is committed inhibits the accessibility of alternative goals. Inhibition is stronger when the alternative goals serve the same overarching purpose as the focal goal. The push-back is structural, not random. DOI: 10.1037/0022-3514.83.6.1261. PMID: 12500810. Lead author Shah was at the University of Wisconsin-Madison at time of publication.
Confidence: HIGH.
✱2 Second, bid responsiveness. The Single names what the young woman on the patio called responsibility. The closest research equivalent is John Gottman's body of work on what he calls bids and turning toward, developed across decades of observational research at the University of Washington Love Lab and at the Gottman Institute. The headline finding that keeps replicating: couples who stay together turn toward their partner's bids for connection about 86 percent of the time, while couples who divorce turn toward only about 33 percent of the time. The predictor of relationship survival is not passion or compatibility, it is whether partners turn toward each other on the small daily things. Primary references: Gottman, J. M. (2001). The Relationship Cure. Three Rivers Press. Gottman, J. M. (1999). The Marriage Clinic: A scientifically-based marital therapy. W.W. Norton. The bid framework is grounded in observational research conducted at the Love Lab.
Confidence: HIGH on the framework and findings.
Third, the line you can't give what you do not have. This one is older than the research and the Single names it that way. Folk wisdom, not citation. It carries family resemblance to the broad self-compassion literature led by Kristin Neff at the University of Texas at Austin (see her 2003 paper Self-compassion: An alternative conceptualization of a healthy attitude toward oneself in Self and Identity, vol. 2 no. 2, and her 2023 review in the Annual Review of Psychology). But the specific claim that a person cannot transmit externally what they have not built internally is not pinned to a single Neff study. Treat as folk wisdom with scientific company, not as a research finding. No node.
Confidence: not applicable; this is named in the Single as folk wisdom rather than as a research claim.
This Single touches on one thread of research, well-established.
✱1 The welfare trade-off ratio. David Buss (University of Texas at Austin) and David Schmitt (Brunel University London) published Mate Preferences and Their Behavioral Manifestations in the Annual Review of Psychology, vol. 70, in 2019, pages 77 to 110. The paper synthesizes four decades of evolutionary psychology research on what women select for in long-term mates. Among the cluster of "good long-term partner qualities," the authors identify an altruistically skewed welfare trade-off ratio (WTR)......the degree to which a partner weights the other person's welfare against his own when nobody is watching. This is the academic name for the unspoken scoring system the Single calls man points. Women evolved to scan long-term partners for this signal because, across ancestral and modern environments, it predicts the willingness to invest in offspring and partner well-being over the long arc of a relationship. Buss is the founding figure in the evolutionary psychology of mate preference, the Annual Review of Psychology is a top-tier peer-reviewed venue, and the WTR construct has been operationalized in dozens of subsequent studies. Source: Buss & Schmitt, 2019 (PDF).
The foundational data underneath this synthesis comes from Buss's 1989 cross-cultural study Sex differences in human mate preferences: Evolutionary hypotheses tested in 37 cultures, published in Behavioral and Brain Sciences, vol. 12 no. 1, pages 1 to 49. Approximately 10,000 participants in 37 cultures ranked dependability, stability, and "good partner" traits among their top criteria for long-term mates. The cross-cultural consistency is one of the most replicated findings in the field and has been confirmed again in Walter et al. (2020) in Psychological Science, N=14,399 across 45 countries. The scoring pattern the Single describes is not local. It is human.
Confidence: HIGH. Foundational theory, peer-reviewed, replicated across cultures and across four decades.
This Single touches on three threads of research.
✱1 First, peritraumatic dissociation. Charles Marmar (University of California, San Francisco), Daniel Weiss, and Thomas Metzler developed the foundational framework in their chapter The Peritraumatic Dissociative Experiences Questionnaire, published in John Wilson and Terence Keane's edited volume Assessing Psychological Trauma and PTSD (Guilford Press, 1997), pages 412 to 428. The PDEQ remains the most widely used measure of dissociation at the time of a traumatic event or immediately after, capturing experiences like blanking out, automatic-pilot perception, time distortion, derealization, depersonalization, and confusion. The framework names what happens inside the brain when something terrible is in motion: the brain shifts into survival mode and stops filing the memory the way it normally would, because it is busy keeping the body alive. The pieces come back later, in feelings before sequence, often years later, when the body decides the person is ready.
The "interpret with caution" line in the Single is supported by Patel and colleagues' 2020 longitudinal study Longitudinal Change in Self-Reported Peritraumatic Dissociation During and After a Course of Posttraumatic Stress Disorder Treatment, published in Psychological Trauma: Theory, Research, Practice, and Policy. Tracking 126 treatment-seeking adults with PTSD over 60 weeks across six time points, the team found that more than 40 percent of participants experienced reliable change in their PDEQ scores at least once during the study. The authors conclude that the PDEQ does not provide a temporally stable assessment of peritraumatic dissociation and that clinical understanding of the relationship between PTSD and peritraumatic dissociation may be incorrect without accounting for current symptom levels. Memory shifts as a person heals......and the clinical research now says so explicitly. PMID 32881568. PMCID PMC8434818. DOI 10.1037/tra0000951.
Confidence: HIGH on both. Marmar et al. 1997 is the foundational citation and remains the standard. Patel et al. 2020 is current peer-reviewed work directly supporting the Single's caveat.
✱2 Second, the morning practice and the autonomic nervous system. The Single describes a stacked practice......slow breathing, hand on the heart, naming things one is grateful for, and a closing line of acceptance. Each component has its own line of evidence.
Slow breathing has been reviewed systematically by Andrea Zaccaro and colleagues at the University of Pisa in How Breath-Control Can Change Your Life: A Systematic Review on Psycho-Physiological Correlates of Slow Breathing, published in Frontiers in Human Neuroscience, vol. 12, in 2018 (article 353, DOI 10.3389/fnhum.2018.00353, PMCID PMC6137615). The review synthesized findings across EEG and fMRI studies and concluded that slow breathing techniques enhance interactions between autonomic, cerebral, and psychological flexibility, promoting parasympathetic predominance mediated by vagal activity. Heart rate variability increases. Cortisol decreases. The shift out of fight-or-flight is measurable, not imagined.
Hand on the heart and the parasympathetic-activating role of supportive touch comes from Kristin Neff (University of Texas at Austin), the founding researcher in the self-compassion field. See Neff's foundational 2003 paper The Development and Validation of a Scale to Measure Self-Compassion in Self and Identity vol. 2 no. 3, pages 223 to 250, and the follow-up clinical trial with Chris Germer, A Pilot Study and Randomized Controlled Trial of the Mindful Self-Compassion Program, in Journal of Clinical Psychology vol. 69 no. 1 (2013), pages 28 to 44. Neff's program teaches supportive touch as a deliberate practice: physical self-touch over the heart activates the body's care system, releases oxytocin, lowers cortisol, soothes cardiovascular stress, and tells the nervous system the body is safe. The mechanism is the same whether the touch comes from another person or from oneself......the body responds to the gesture, not the source. The protocol is documented at self-compassion.org under Exercise 4: Supportive Touch.
Gratitude practice is supported by Robert Emmons (University of California, Davis) and Michael McCullough's foundational study Counting Blessings Versus Burdens: An Experimental Investigation of Gratitude and Subjective Well-Being in Daily Life, published in Journal of Personality and Social Psychology vol. 84 no. 2 (2003), pages 377 to 389. DOI 10.1037/0022-3514.84.2.377. Across three experimental studies, participants assigned to weekly or daily gratitude journaling showed measurable shifts in well-being, mood, sleep quality, and physical health markers relative to control groups. The brain trained to name things it is grateful for begins to scan for what is working alongside what is broken. The change is not forced positivity; it is attentional retraining.
Confidence: HIGH on slow breathing, supportive touch, and gratitude as separately well-supported practices. The Single's claim that stacking the three produces a compound effect is consistent with the broader literature on multi-component contemplative practices but is not pinned to a single study; treat the stacked-effect claim as well-grounded inference, not a single-paper finding.
✱3 Third, daily practice and the wiring of the brain. The Single's closing claim......that doing the practice every morning for a couple of months shifts what the brain looks for first when you wake up......rests on the broader neuroplasticity literature. The foundational principle was articulated by Donald Hebb in his 1949 book The Organization of Behavior: A Neuropsychological Theory (Wiley, New York), and is captured in the often-quoted formulation that neurons that fire together wire together. Hebb's principle has been refined and validated across seven decades of neuroscience and now underpins the working language of habit formation, motor learning, and contemplative training research. The hammer analogy in the Single is a practical illustration of the same idea: skill acquisition through repetition, mediated by use-dependent strengthening of neural circuits.
Confidence: HIGH on the Hebbian principle as foundational. The general claim that daily practice rewires established patterns over weeks to months is well-supported across the neuroplasticity, habit-formation, and contemplative-training literatures.
This Single touches on three threads of research, all well-established.
✱1 The first thread is John B. Calhoun’s Universe 25 experiment, conducted between 1968 and 1973 at the National Institute of Mental Health. Calhoun was a behavioural biologist studying population dynamics. He built a controlled environment he called a utopia, with unlimited food, water, shelter, no predators, and no disease, and watched what mice did with it. The colony thrived initially, the population exploded, then the social structure collapsed entirely. Males stopped competing for mates and stopped defending territory. They groomed obsessively and became passive. Females rejected mating. Calhoun called the cascade a behavioural sink. Within a few years, the colony went extinct despite having every resource. Calhoun himself drew the human parallel in his 1973 essay Death Squared, published in the Proceedings of the Royal Society of Medicine, where he framed the experiment as a cautionary tale about civilization: unlimited resources, no meaningful challenges, and the social fabric disintegrates. Source: Death Squared, full text via PubMed Central (PMC1644264).
Confidence: HIGH. The Universe 25 work is foundational, peer-reviewed, and has been re-examined repeatedly across five decades.
✱2 The second thread is the neuroscience of short-form video consumption. A 2025 meta-analysis of nearly 100,000 participants, published in Psychological Bulletin, found that engagement with short-form video on TikTok, Instagram Reels, and YouTube Shorts is associated with worse attention, reduced focus, weaker working memory, and increased anxiety, stress, and depression. A separate MRI study from Tianjin Normal University (Gao et al., scanning 111 university students) found that heavy short-form users had increased grey matter volume in the orbitofrontal cortex and cerebellum, regions tied to reward processing and emotional regulation. The lab’s read: the reward circuits are getting overfed, not the communication circuits shrinking. This matches Calhoun’s behavioural sink one species over. Gloria Mark of UC Irvine has tracked the collapse of sustained attention on a single screen from about 2.5 minutes in 2004 to about 47 seconds today.
Confidence: HIGH on the cognitive and attentional effects (multiple peer-reviewed studies, large meta-analysis). HIGH on the neural changes (MRI study, peer-reviewed).
✱3 The third thread is microplastics in shark stomachs and the false-fullness mechanism. A 2020 study (Parton et al., Scientific Reports) examined 46 demersal sharks off the North-East Atlantic and found microplastic or anthropogenic fibres in 67% of guts examined. A 2024 study of tiger sharks off the US Atlantic and Gulf coasts found anthropogenic particles in every stomach examined, with one specimen containing 1,603 particles. The false-fullness mechanism, where plastic fills the stomach and the shark eats less actual food and slowly starves, is described by both the Save Our Seas Foundation and Shark Spotters (South Africa). The further claim in the Single, that this is causing juvenile sharks to nip at surfers off the coast of Africa, is the storyteller’s leap. The behavioural cascade is plausible but has not been published as a documented finding in the peer-reviewed literature.
Confidence: HIGH on microplastics in shark stomachs. HIGH on the false-fullness mechanism. The surfer-incident linkage is UNVERIFIED and is framed in the Single as Jhöl’s read, not the lab’s.
This Single touches on three threads of research.
✱1 First, ACEs......Adverse Childhood Experiences. The foundational study was conducted by Vincent Felitti at Kaiser Permanente and Robert Anda at the Centers for Disease Control and Prevention. The results were published in 1998 in the American Journal of Preventive Medicine: Felitti VJ, Anda RF, Nordenberg D, et al. ehold Dysfunction to Many of the Leading Causes of Death in Adults: The Adverse Childhood Experiences (ACE) Study. American Journal of Preventive Medicine, 1998, Volume 14, Issue 4, pages 245–258. The study drew on over 17,000 Kaiser Permanente patients in San Diego. Participants self-reported exposure to ten categories of childhood adversity......including abuse (physical, emotional, sexual), neglect, and household dysfunction (domestic violence, substance abuse, incarceration, mental illness, and parental separation). Each category scores one point. The findings were unambiguous: ACE scores correlated in a dose-response relationship with increased rates of heart disease, cancer, chronic lung disease, liver disease, depression, and suicide attempt. The higher the score, the worse the outcome. The mechanism proposed was allostatic load......the cumulative biological cost of chronic stress during development reshaping the brain, the HPA axis, and immune function.
Confidence: HIGH. The ACE Study is one of the most cited papers in public health of the last thirty years. Replicated across multiple countries and populations.
✱2 Second, epigenetic inheritance across generations. The most cited study in this area is Yehuda et al. (2016), Holocaust Exposure Induced Intergenerational Effects on FKBP5 Methylation, published in Biological Psychiatry, Volume 80, Issue 5, pages 372–380. Rachel Yehuda of the Icahn School of Medicine at Mount Sinai and colleagues examined methylation patterns on the FKBP5 gene......a gene involved in regulating the stress response......in Holocaust survivors and their adult children. The adult children of Holocaust survivors showed methylation changes on FKBP5 that differed significantly from Jewish control families with no Holocaust exposure, and these changes correlated with post-traumatic stress symptoms. The mechanism proposed is epigenetic: the parents’ traumatic experience altered gene expression in a way that was transmitted to the next generation, not through the DNA sequence itself but through chemical tags on the genome that influence how genes switch on and off. Parallel findings have emerged in studies of war veterans, famine survivors, and animal models of early stress.
Confidence: MEDIUM. The Yehuda 2016 finding is real, peer-reviewed, and influential. The field of transgenerational epigenetics is active and growing, but contested in some quarters......replication is ongoing and the precise mechanisms in humans remain under investigation.
✱3 Third, the fixed-versus-growth identity split. The Single argues that men who carry unprocessed WHAT......the accumulated weight of what happened to them......are living a fixed identity: I am what happened to me. The psychological framework here is Carol Dweck’s. Dweck, professor of psychology at Stanford University, developed the fixed-versus-growth mindset model across decades of research, summarised in her 2006 book Mindset: The New Psychology of Success (Random House, ISBN 9781400062751). In the fixed mindset, qualities like intelligence, character, and capability are seen as static and innate. In the growth mindset, they are malleable and developed through effort and experience. Dweck’s research consistently found that fixed-mindset individuals, when confronted with setbacks, were more likely to interpret failure as evidence of permanent inadequacy......and to disengage. Growth-mindset individuals were more likely to interpret setbacks as information and to persist. The Single applies this framework to identity specifically: the men who cannot separate WHO they are from WHAT happened to them are living the fixed version. The invitation is toward the growth version: WHO I am is still being built.
Confidence: HIGH. Dweck’s framework is among the most replicated in developmental and educational psychology. Some replication studies have shown smaller effect sizes than Dweck’s original work, but the core model is widely accepted.