Annual Research Review: On the relations among self‐regulation, self‐control, executive functioning, effortful control, cognitive control, impulsivity, risk‐taking, and inhibition for developmental psychopathology
Open accessAbstract
Background: Self‐regulation (SR) is central to developmental psychopathology, but progress has been impeded by varying terminology and meanings across fields and literatures. Methods: The present review attempts to move that discussion forward by noting key sources of prior confusion such as measurement‐concept confounding, and then arguing the following major points. Results: First, the field needs a domain‐general construct of SR that encompasses SR of action, emotion, and cognition and involves both top‐down and bottom‐up regulatory processes. This does not assume a shared core process across emotion, action, and cognition, but is intended to provide clarity on the extent of various claims about kinds of SR. Second, top‐down aspects of SR need to be integrated. These include (a) basic processes that develop early and address immediate conflict signals, such as cognitive control and effortful control (EC), and (b) complex cognition and strategies for addressing future conflict, represented by the regulatory application of complex aspects of executive functioning. Executive function (EF) and cognitive control are not identical to SR because they can be used for other activities, but account for top‐down aspects of SR at the cognitive level. Third, impulsivity, risk‐taking, and disinhibition are distinct although overlapping; a taxonomy of the kinds of breakdowns of SR associated with psychopathology requires their differentiation. Fourth, different aspects of the SR universe can be organized hierarchically in relation to granularity, development, and time. Low‐level components assemble into high‐level components. This hierarchical perspective is consistent across literatures. Conclusions: It is hoped that the framework outlined here will facilitate integration and cross‐talk among investigators working from different perspectives, and facilitate individual differences research on how SR relates to developmental psychopathology.
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Claims the paper makes
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- Premisecitation
Adolescence is characterized by asynchronous, non-linear development across different aspects of self-regulation, moderated by emotional context.
“Adolescence, for example, is typified by asynchronous, non-linear development across different kinds or aspects of SR (Casey, 2015), moderated by emotion context (Cohen et al., 2016).”
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- cites Cohen et al., 2016
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- Premisecitation
Different aspects of self-regulation may relate to different outcomes in distinct ways.
“different aspects of SR may relate to different outcomes in distinct ways”
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- cites Wakschlag et al., 2014
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- Interpretationnone given
Aspects of self-regulation can be arranged hierarchically by granularity, development, and time, with lower-level components combining into higher-level components.
“Fourth, different aspects of the self-regulation universe can be organized hierarchically in relation to granularity, development, and time. Lower-level components assemble into higher-level components.”
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Confounding measurement with construct causes confusion because measures are not isomorphic with constructs.
“needless confusion arises from confounding measurement and construct—they are far from isomorphic”
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Self-regulation develops through critical periods from early life to adulthood in a non-linear, stage-sequenced, hierarchical cascade.
“SR is not static. It develops through critical periods from early life to adulthood, in non-linear and stage-sequenced fashion, via a hierarchical, cascade process.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Cox et al., 2010
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- cites Masten & Cicchetti, 2010
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- cites L. B. Smith & Thelen, 2003
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- Premisecitation
Problems in self-regulation predict future obesity, unintentional injury, homicide, and suicide in youth.
“problems in SR predict future obesity, unintentional injury, homicide, and suicide in youth”
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- cites Prager, 2009
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- cites van den Ban et al., 2014
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- Premisereasoning
Integration of findings is impeded by differences in terminology, levels of analysis, and measurement among related constructs across fields.
“integration of findings is impeded by differences in terminology, levels of analysis, and measurement among related constructs across fields”
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Progress in self-regulation research has been slowed by inconsistent terminology and meanings across fields.
“progress has been impeded by varying terminology and meanings across fields and literatures”
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Laboratory observations, computerized reaction time and accuracy tasks, and rating scales have weak inter-correlations.
“laboratory-based observations, computerized reaction time and accuracy tasks, and rating scales have weak inter-correlations”
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- Premisecitation
Models of self-regulation typically begin with dual-process logic that includes at least one top-down control aspect and one or more bottom-up processes that are both targets and sources of regulation.
“Models of SR propose at least one top-down ‘control’ aspect and one or more bottom-up processes, the latter as targets of regulation (Gross, 2014; Rothbart, 1981; Shulman et al., 2016) but also as regulating.”
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- cites Rothbart, 1981
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- cites Shulman et al., 2016
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- Premisecitation
Bottom-up and top-down processes lie on a continuum rather than being absolute categories.
“bottom-up (automatic, reactive, or Type I) and top-down (deliberate, or Type II) are on a continuum, not absolute categories”
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- cites MacLeod, 1991
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- cites Nigg, 2000
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- Interpretationreasoning
Impulsivity in its second meaning is more than disinhibition because it reflects weighting of immediate versus delayed reward.
“Thus, impulsivity in the second instance is more than disinhibition: it also reflects the (implicit as well as explicit) weighting of immediate versus delayed reward.”
Quote in the paperSubstantial claim - Premisecitation
Executive functioning as a description of top-down cognition emerged from studies of frontal lobe functioning and clinical neuropsychology of adults.
“EF as a description of top-down cognition emerged from studies of frontal lobe functioning and clinical neuropsychology of adults”
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- cites Pribram, 1973
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- cites Shallice, 1982
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Important brain nodes in top-down processes include the anterior cingulate cortex, ventromedial prefrontal cortex, ventrolateral prefrontal cortex, and dorsolateral prefrontal cortex.
“brain nodes important in top-down processes include the anterior cingulate cortex (ACC) (Botvinick & Braver, 2015; Shenhav, Botvinick, & Cohen, 2013); ventromedial prefrontal cortex (VMPFC) (Cohen & Lieberman, 2010); ventrolateral prefrontal cortex (Egner, 2011); and the dorsolateral prefrontal cortex (DLPFC) (Diamond, 2013).”
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- cites Shenhav et al., 2013
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- cites Diamond, 2013
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- Premisenone given
Bottom-up processes modulate and optimize one another.
“First, they modulate and optimize one another.”
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Some cases of impulsivity involve discounting of delayed rewards and cannot be reduced to disinhibition.
“But other cases of impulsivity include discounting of delayed rewards and are not reducible to disinhibition.”
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Cross-talk with the default mode network and a noradrenergic locus-coeruleus alertness network involved in arousal regulation is important.
“Cross-talk with additional brain networks is important, including the default mode network (which includes the ventromedial PFC) and a noradrenergic, locus-coeruleus ‘alertness’ network involved in arousal regulation”
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- Premisecitation
Bottom-up processes can prime, activate, or modulate top-down processing.
“Second, bottom-up processes can prime, activate, or modulate top-down processing”
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- Interpretationnone given
Bottom-up processes can be regulatory in at least four ways.
“they also can be regulatory in at least four ways”
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Immediate reward, not merely earlier reward, invokes a distinct approach response system.
“Notably, immediate reward, not merely earlier reward, is what invokes a distinct approach response system (Depue & Lenzenweger, 2006; McClure et al., 2004; Mitchell et al., 2015).”
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- cites McClure et al., 2004
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- cites Mitchell et al., 2015
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- Premisecitation
Attention and other cognitive functions are regulating.
“it is clear that attention (and other cognitive functions) are regulating”
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- Premisecitation
Various top-down operations involved in self-regulation engage overlapping and distinct neural regions.
“Various top-down operations involved in SR engage overlapping and distinct neural regions”
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Effortful control is narrower than executive function.
“EC is narrower than EF.”
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Two important networks for top-down processing are the cingulo-opercular and fronto-parietal networks.
“Two important networks include the cingulo-opercular and fronto-parietal”
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- Premisecitation
Response inhibition is an early-developing component of top-down aspects of self-regulation.
“It is an early developing component of top-down aspects of SR (Diamond, 1990; 2013).”
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- Premisecitation
Bottom-up reactive processes related to approach and fear/avoidance are an important part of self-regulation of action and cognition.
“bottom-up, reactive processes related to (a) approach and (b) fear/avoidance are a particularly important part of SR of action and cognition”
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- cites Derryberry & Rothbart, 1997
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- cites Eisenberg et al., 1997
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Bottom-up systems can activate goal-related behavior through priming or other effects, thereby limiting top-down effects.
“bottom-up systems can activate goal-related behavior via priming or other effects, limiting the effects of top-down process”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Verbruggen et al., 2016
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- Interpretationreasoning
Effortful control does not include complex cognition, which is high-level executive function.
“EC does not include complex cognition (high level EF).”
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Bottom-up processes are not unitary.
“Bottom-up processes are not unitary”
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- Premisecitation
Top-down systems can activate, suppress, or bias bottom-up responses.
“top-down systems can activate, suppress, or bias bottom-up responses”
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- cites Corbetta et al., 2008
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- cites Ochsner et al., 2009
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- Premisereasoning
Bottom-up processes support top-down regulation by supplying goal-relevant information to working memory when cued.
“they support top-down regulation by providing goal-relevant information (threat or reward cue information; prior learned associations) to working memory, when cued”
Quote in the paperSubstantial claim - Premisecitation
Risk-taking's non-linear developmental pattern is plastic to environmental context.
“In support, risk-taking’s non-linear developmental pattern is also quite plastic to environmental context (Mata, Josef, & Hertwig, 2016).”
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- Interpretationreasoning
Either bottom-up appetitive process can interrupt or update top-down processes, thereby contributing to or disrupting self-regulation.
“Either can also interrupt or update top-down processes, thus contributing to (or else disrupting) SR.”
Quote in the paperSubstantial claim - Premisecitation
Faulty response inhibition is apparent in multiple conditions that are not necessarily impulsive in relation to discounting, such as anxiety and habit disorders.
“Faulty response inhibition is apparent in multiple conditions that are not necessarily impulsive in relation to discounting, e.g., anxiety (failure to inhibit response to punishment cue), and habit disorders (e.g., obsessive-compulsive disorder, trichotillomania)(Pinto, Steinglass, Greene, Weber, & Simpson, 2014).”
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- Interpretationreasoning
Impulsivity may be adaptive or not.
“Impulsivity, crucially, may be adaptive or not (see Appendix S1 for further discussion).”
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The hierarchical model of personality appears to be related to the hierarchical model of psychopathology.
“It is notable that the hierarchical model of personality appears to be related to the hierarchical model of psychopathology (Tackett et al., 2013).”
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- Interpretationreasoning
Low avoidance motivation with strong top-down control might be associated with planful risk-taking.
“The upper left quadrant of Panel 3.C. illustrates that low avoidance motivation with strong top-down control might be associated with planful risk-taking, as in expert mountain-climbing.”
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It is misleading to label impulsivity or risk-taking globally as psychopathological or dysregulatory without specifying the context.
“The example illustrates that it is misleading to label impulsivity or risk taking globally as psychopathological or dysregulatory without specifying the context.”
Quote in the paperNot a substantial claim - Interpretationnone given
Impulsivity entails computations about timing of outcome, with immediate outcomes favored, regardless of valence.
“Impulsivity entails computations about timing of outcome (immediate is favored) regardless of valence (though research usually focuses on reward).”
Quote in the paperSubstantial claim - Interpretationreasoning
Risk-taking can be impulsive or reflective.
“Risk-taking can be impulsive (clamoring up a risky cliff face for a view without stopping to think) or reflective (planning an expedition on Mt. Everest).”
Quote in the paperSubstantial claim - Interpretationreasoning
Risk-taking entails computations about probability, with relative probability of punishment or loss discounted, regardless of immediacy.
“Risk-taking entails computations about probability, with relative probability of punishment or loss discounted, regardless of immediacy.”
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Big Five personality traits are correlated into two super-factors labeled avoid and approach or, more recently, stability and plasticity.
“For example, the ‘Big Five’ personality traits are correlated into two ‘super-factors’ labeled in earlier research as avoid and approach but more recently as ‘stability’ and ‘plasticity’ (Sharma et al., 2014; Tsukayama et al., 2013).”
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- cites Tsukayama et al., 2013
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- Interpretationreasoning
Psychopathological risk-taking is maladaptive because it is inappropriately impulsive or inflexible.
“Psychopathological risk-taking is maladaptive because it is inappropriately impulsive or inflexible.”
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Responses in the two experiments on time and probability discounting are uncorrelated.
“Further, responses in the two experiments are uncorrelated.”
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Impulsivity lies at the conjunction of low top-down control and high bottom-up approach.
“Panel 3.B shows that impulsivity lies at the conjunction of low top-down control and high bottom-up approach (e.g., excitement).”
Quote in the paperSubstantial claim - Interpretationcitation
Different terms in the conceptual space of top-down self-regulation are distinguished by hierarchical variation in specificity, coverage, granularity, temporal focus, and developmental emergence.
“On a similar principle, the different terms occupying the conceptual space related to top-down aspects of SR are distinguished, in part, by hierarchical variation in specificity, coverage, or granularity, in temporal focus, and in developmental emergence.”
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Temporal and probability computations behave differently.
“Temporal and probability computations behave differently (L. Green & Myerson, 2010).”
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- Interpretationreasoning
Impulsive risk-taking is likely with low avoidance and low control, provided sufficient approach motivation.
“Impulsive risk-taking is likely with low avoidance and low control, provided sufficient approach motivation (thus the small arrow from 3.B. to 3.C).”
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Risk-taking has a curvilinear developmental pattern, tending with cultural variation to peak in adolescence and decline again in adulthood.
“Risk-taking, in contrast, has a curvilinear pattern, tending (with cultural variation) to peak in adolescence, and decline again in adulthood (Casey, 2015; Mata, Josef, Samanez-Larkin, & Hertwig, 2011).”
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- cites Mata, Josef, Samanez-Larkin, & Hertwig, 2011
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- Premisecitation
Sub-domains of psychopathology may also have a bifactor structure consistent with a cascade in which breakdown in one domain leads to further breakdowns.
“These sub-domains may also have a bifactor structure (Martel, Roberts, Gremillion, von Eye, & Nigg, 2011) consistent with a cascade in which breakdown in one domain leads to further breakdowns (Martel et al., 2009).”
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- cites Martel et al., 2009
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A principle of development and of the organization of cognition and personality is that it is hierarchical.
“A principle of development, and thus of the organization of cognition and personality (response dispositions) is that it is hierarchical.”
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Higher-order personality traits appear to assemble hierarchically in development by building on lower-order constituents of self-regulation.
“These higher order personality traits appear to assemble hierarchically in development by building on lower order constituents of SR.”
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Low top-down control and low bottom-up approach motivation converge to heighten depression risk.
“In the other lower quadrant of Panel 3.B., low top-down control and low bottom-up approach motivation converge to heighten depression risk (Clark, Watson, & Mineka, 1994).”
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- Interpretationcitation
The adolescent suppressed sensitivity to punishment context may be a bottom-up effect involving reduced hippocampal signaling to the amygdala.
“This may be a bottom-up effect, as animal work she reviewed suggests reduced hippocampal signaling to the amygdala in that context.”
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- Premisecitation
Development proceeds in a cascade in which sub-routines, abilities, or traits combine or share features that can be described as higher-order abilities, routines, or traits.
“Development proceeds in a cascade in which sub-routines, abilities, or traits combine or share features that can be described in terms of higher order abilities, routines, or traits (Cicchetti & Tucker, 1994; Cox et al., 2010; Masten & Cicchetti, 2010; L. B. Smith & Thelen, 2003; Thelen et al., 2001).”
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- cites Cox et al., 2010
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- cites Masten & Cicchetti, 2010
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- Interpretationreasoning
Impulsivity and risk-taking are related to failed self-regulation only if a modifier such as 'inflexible' is attached.
“Note that impulsivity and risk-taking are only related to failed SR if a modifier is attached, such as ‘inflexible.’”
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Neurobiology is partially shared in conditions with poor response inhibition.
“Neurobiology is partially shared in conditions with poor response inhibition (Fineberg et al., 2014).”
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- Premisecitation
Some youth in dangerous inner-city environments appear to adaptively discount the future.
“For example, some youth in dangerous inner city environments appear to adaptively discount the future (Ramos, Victor, Seidl-de-Moura, & Daly, 2013) and as noted, soldiers may learn to make snap decisions as a successful adaptation to frequent combat (Carey, 2016).”
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- cites Carey, 2016
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- Premisecitation
Impulsivity declines linearly from childhood to adulthood.
“Impulsivity declines in linear fashion from childhood to adulthood (Shulman et al., 2016).”
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- Interpretationreasoning
Medium and longer time frames involve higher-level executive function, such as strategies and planning, in the face of future conflict or to prepare for future challenge.
“Medium and longer time frames involve higher-level EF (strategies and planning) in the face of future conflict or to prepare for future challenge.”
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Different aspects of self-regulation differ in their timescale.
“Another way of looking at hierarchical integration is to recognize that different aspects of SR differ in their timescale (Duckworth & Gross, 2014; Newell, 1990; Verbruggen et al., 2014).”
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- cites Newell, 1990
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- cites Verbruggen et al., 2014
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- Interpretationnone given
Immediate and very short-term conflict requires engagement of response inhibition and working memory.
“Immediate and very short-term conflict requires engagement of response inhibition and working memory (bottom-up regulatory processes are usually immediate, or stimulus-driven7).”
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Low-level operations such as response inhibition and working memory support the emergence of more complex operations such as higher-order executive function.
“Their hierarchical arrangement was outlined by Diamond (2013) as alluded to earlier, and suggests that low level operations like response inhibition and working memory support emergence of more complex operations like higher order EF.”
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- Interpretationreasoning
The long-term future beyond hours is largely the domain of higher-order executive function.
“The long-term future (beyond hours) is largely the domain of higher order EF.”
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Different aspects of self-regulation mature at different rates within both bottom-up and top-down domains.
“Here my intent is simply to recall that (a) bottom-up processes emerge and mature earlier than top-down processes and (b) different aspects of SR mature at different rates within both bottom-up and top-down domains.”
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PremisecitationPoor self-regulation in some form is related to ADHD, internalizing and externalizing psychopathology, addiction, depression, bipolar disorder risk, schizophrenia, autism spectrum disorder, obsessive-compulsive and habit disorders, eating disorders, and some personality disorders.
“Poor SR in some form is related to ADHD and internalizing and externalizing psychopathology”
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- cites Eisenberg et al., 2009
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- cites Espy et al., 2011
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InterpretationreasoningExecutive function and cognitive control are not the same as self-regulation because they can serve other activities, but they account for the cognitive top-down part of self-regulation.
“Executive function and cognitive control are not identical to self-regulation because they can be used for other activities, but account for top-down aspects of self-regulation at the cognitive level.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningA taxonomy of self-regulation breakdowns linked to psychopathology requires distinguishing impulsivity, risk-taking, and disinhibition.
“a taxonomy of the kinds of breakdowns of self-regulation associated with psychopathology requires their differentiation”
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PremisecitationChildren's self-regulation informs social and intellectual developmental milestones and predicts academic, occupational, and health outcomes.
“Children’s SR informs social and intellectual developmental milestones”
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- cites Kochanska, 1997
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- cites Padilla-Walker & Christensen, 2011
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Premisenone givenThe hierarchical perspective on self-regulation is consistent across literatures.
“This hierarchical perspective is consistent across literatures.”
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Interpretationnone givenThe field needs a domain-general construct of self-regulation that covers action, emotion, and cognition and includes both top-down and bottom-up regulatory processes.
“First, the field needs a domain-general construct of self-regulation that encompasses self-regulation of action, emotion, and cognition and involves both top-down and bottom-up regulatory processes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningTop-down aspects of self-regulation include early basic processes such as cognitive control and effortful control, and also complex executive functioning strategies for future conflict.
“Second, top-down aspects of self-regulation need to be integrated. These include (a) basic processes that develop early and address immediate conflict signals, such as cognitive control and effortful control, and (b) complex cognition and strategies for addressing future conflict, represented ty the regulatory application of complex aspects of executive functioning.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationSelf-regulation and self-control are sometimes used interchangeably to mean top-down control.
“they are used at times interchangeably (Kelley, Wagner, & Heatherton, 2015; McClelland & Cameron, 2012) to mean top-down control”
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- cites McClelland & Cameron, 2012
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Interpretationnone givenConfusion has also arisen from conflating emotion with regulation and cognition with control.
“Matters also have been confused by sometimes conflating emotion with regulation (so handling an emotionally challenging task=SR) and cognition with control (so that handling a cognitively challenging task=self-control).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningImpulsivity is modulated by bottom-up reward valuation and by top-down biasing related to goals.
“It is modulated both by bottom-up reward valuation (part of the incentive approach system) and top-down biasing related to goals.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenIn cue-activated automatic behavior, disinhibition and impulsivity are the same.
“In the case of cue-activated automatic behavior, disinhibition and impulsivity are the same.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenTop-down processes engage to address novel problems, resolve conflict or co-activation, or prepare for an anticipated goal or challenge.
“They engage to address novel problems, to resolve conflict or co-activation (Table 1), or to prepare for an anticipated goal or challenge.”
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Interpretationnone givenExecutive functioning is too broad for computational implementation or consensus measurement and must be operationalized more narrowly or fractionated to be useful in research.
“Because EF is too broad to enable computational implementation or consensus measurement, it must either be operationalized more narrowly or fractionated to be useful for research.”
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Premisenone givenExecutive functioning is invoked when automatized routines will not work or are not possible.
“EF is invoked when automatized routines will not work or are not possible”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenSubcortical regions, especially the thalamus and hippocampus, participate indirectly in top-down regulation through information salience and updating.
“Subcortical regions, particularly the thalamus and hippocampus, also participate indirectly in top-down regulation via information salience and updating.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationIt is most useful to treat self-regulation as a broader, domain-general construct.
“it is most helpful to treat ‘SR’ as broader and domain-general”
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PremisecitationTop-down operations can become automatized for particular contexts and remain regulatory.
“top-down operations can be automatized for particular contexts (e.g., due to learning; Bargh & Ferguson, 2000); now automatic, they remain regulatory”
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- cites Dijksterhuis & Strick, 2016
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- cites Marien et al., 2012
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PremisecitationSelf-control is a narrower concept than self-regulation and is used exclusively in relation to top-down processes.
“Self-control, although it should not be limited to cognition, is a narrower concept. All theorists refer to self-control in relation to top-down process exclusively”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Baumeister & Heatherton, 1996
Not checked in the free run.
- cites Carver & Scheier, 1982, 2001
Not checked in the free run.
- cites Magen & Gross, 2010
Not checked in the free run.
May combine two claims.
Interpretationnone givenResponse inhibition is one component of impulsivity and also of compulsivity.
“It is one component of impulsivity but also of compulsivity.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationFear avoidance, also called behavioral inhibition, is activated by novelty, uncertainty, or harm cues; it inhibits action and redirects attention to adapt to uncertainty.
“fear avoidance, also called behavioral inhibition (Table 1) is activated in response to novelty, uncertainty, or other cues for possible harm. It inhibits action and redirects attention (cognition) to more quickly adapt to uncertainty”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Depue & Lenzenweger, 2006
Not checked in the free run.
- cites Gray, 1982
Not checked in the free run.
- cites Kagan & Snidman, 2004
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Premisenone givenTop-down processes are subjectively deliberate, slow, sequential, require working memory, and are capacity-limited.
“Top-down processes are subjectively deliberate, slow, sequential, require working memory, and are capacity-limited”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone givenExecutive function, effortful control, and cognitive control are conceptually domain-general with respect to self-regulation of action, emotion, and cognition, although partially distinct neural systems are engaged in those regulatory contexts.
“EF, EC, and cognitive control are conceptually domain-general in relation to self-regulation of action, emotion, and cognition (although partially distinct neural systems are engaged in those different regulatory contexts).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenCognitive control is essentially the same as lower-level or basic executive function.
“Cognitive control is essentially the same as lower level, or basic EF functions.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningEffortful control may correlate with planning and other complex executive functions, but this correlation is explained by their mutual dependence on executive attention or cognitive control generally.
“While EC may be correlated with planning and other complex EF, this is explained by their mutual dependence on executive attention (or, likely, cognitive control generally).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Interpretationnone givenRisk-taking entails weighting probability features of a choice and discounts the probability of negative consequences relative to positive consequences.
“Risk-taking, in the decision-making context, entails weighting on probability (rather than temporal) features of a choice; it is the action that discounts the probability of negative consequences relative to probability of positive consequences.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPeople automatize as much as possible because control is costly, and control depends on motivation, capacity, or both.
“we automatize as much as possible (Bargh & Ferguson, 2000), due to costs of control; control depends on motivation, capacity or both (Botvinick & Braver, 2015).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Bargh & Ferguson, 2000
Not checked in the free run.
- cites Botvinick & Braver, 2015
Not checked in the free run.
May combine two claims.
InterpretationreasoningEffortful control is a top-down aspect of self-regulation and, at the trait level, represents many cognitive-control aspects of executive function, especially executive attention.
“EC, identified as top down aspects of self-regulation, represents at a trait level many of the cognitive control aspects of EF, and in particular executive attention.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenHigher-level executive functions involve complex cognition and are extended elaborations of cognitive control.
“Higher-level EFs involve complex cognition and are extended elaborations of cognitive control.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenMany self-regulation strategies, such as pre-commitment, are part of, uses of, or elaborations of executive function.
“Many strategies for self-regulation, such as pre-commitment, are part of, uses of, or elaborations of EF.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationcitationSelf-regulation includes cognition as something that can be regulated.
“some definitions of SR extend it to include cognition as also regulated (Karoly, 1993). I agree”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Karoly, 1993
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenHumans can assemble a complex sequence of actions based solely on a mental representation, even for novel problems.
“Humans, however, can assemble a complex sequence of actions based solely on a mental representation, even for novel problems”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningEffortful control can be provisionally understood as the trait-level representation of using cognitive control for self-regulation.
“EC, while still undergoing empirical investigation of its relations with cognitive control and EF, can be understood provisionally as the trait level representation of the use of cognitive control for SR.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationRisk-taking involves either excessive valuation of possible reward, excessive devaluation of possible harm, or both.
“Either possible reward is excessively valued (computationally, over-predicted) or possible harm is excessively devalued (under-predicted) or both (Casey, 2015; Ernst, 2014).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Casey, 2015
Not checked in the free run.
- cites Ernst, 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenExecutive functioning, effortful control, and cognitive control are closely related but come from different intellectual traditions in clinical, developmental, and cognitive sciences.
“I will argue that EF, effortful control, and cognitive control are closely related but arise from different intellectual traditions in clinical, developmental, and cognitive sciences.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningWorking memory is part of effortful control, although it is unclear whether this is due to shared involvement of executive attention.
“we can provisionally conclude based on recent empirical work that working memory is part of EC—although it’s unclear if this is due to shared involvement of executive attention.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningExecutive functioning allows people to resolve immediate conflict and to manage future conflicts or goals in the present.
“EF thus allows people both to resolve immediate conflict (e.g., ignoring a distractor), and to manage, in the present, future conflicts/goals”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningBroad definitions of self-control implicitly reduce self-control to the top-down aspects of self-regulation.
“Such broad definitions implicitly simplify self-control to the top-down aspects of SR”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningRisk-taking is low-control and low-avoidance.
“Panel 3.C illustrates that risk-taking is low-control and low avoidance (e.g., low fear).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationTwo basic bottom-up appetitive processes are each modulated by top-down control.
“Two basic bottom-up appetitive processes are emphasized; they are each modulated by top-down control.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Carver et al., 2009
Not checked in the free run.
- cites Depue & Lenzenweger, 2006
Not checked in the free run.
- cites Ernst, 2014
Not checked in the free run.
May combine two claims.
InterpretationcitationMost research has prioritized the high reward response in risk-taking, but emerging literature suggests that low avoidance motivation, or discounting of punishment probability, is associated with risk-taking.
“While most research has prioritized a focus on the high reward response seen in risk-taking (Shulman et al 2016), as noted earlier emerging literature suggests that low avoidance motivation (discounting of punishment probability) is associated with risk-taking (Casey, 2015; Van Leijenhorst et al., 2010).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Shulman et al 2016
Not checked in the free run.
- cites Casey, 2015
Not checked in the free run.
- cites Van Leijenhorst et al., 2010
Not checked in the free run.
May combine two claims.
InterpretationcitationRisk-taking is related to strong reward motivation, and its distinguishing feature may be concurrently suppressed estimation of punishment probability.
“Whereas risk-taking is clearly related to strong reward motivation (approach), its distinguishing feature in fact may be concurrently suppressed estimation of punishment-probability.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSoldiers may learn to make snap decisions as a successful adaptation to frequent combat.
“For example, some youth in dangerous inner city environments appear to adaptively discount the future (Ramos, Victor, Seidl-de-Moura, & Daly, 2013) and as noted, soldiers may learn to make snap decisions as a successful adaptation to frequent combat (Carey, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Carey, 2016
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenA gating mechanism allows bottom-up signals to update goal representations.
“A gating mechanism allows bottom-up signals to update goal representations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenApproach is related to immediacy valuation in discounting models.
“Note that approach is related to immediacy valuation in the discounting models discussed earlier.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningCompulsive and habit disorders overlap with impulsivity in involving breakdowns in response inhibition, but they do not necessarily involve breakdown in delay discounting or in decision preferences for earlier versus later payoffs.
“Compulsive and habit disorders overlap with impulsivity in that they involve breakdowns in response inhibition, but they do not necessarily involve breakdown in delay discounting or in decision preferences for earlier versus later payoffs.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationNearly all psychopathology shares a general P factor, while specific components fit into two or more correlated lower-level domains in adults and children in a bifactor structure.
“A hierarchical structure is also seen in which nearly all psychopathology shares a general or ‘P’ factor, while specific components of psychopathology fit into two or more, correlated, lower-level domains in adults (Caspi et al., 2014; Lahey et al., 2012) and in children (Noordhof, Krueger, Ormel, Oldehinkel, & Hartman, 2015) in a bifactor structure.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Caspi et al., 2014
Not checked in the free run.
- cites Lahey et al., 2012
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- cites Noordhof, Krueger, Ormel, Oldehinkel, & Hartman, 2015
Not checked in the free run.
May combine two claims.
PremisecitationThe stability factor comprises low Neuroticism, high Conscientiousness, and high Agreeableness, and is related to Constraint in the three-factor model of personality.
“The ‘stability’ factor comprises low Neuroticism (N), high Conscientiousness (C), and high Agreeableness (A). It is related to Constraint in the 3-factor model of personality (Tellegen, 1985).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tellegen, 1985
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningImpulsive risk-taking is risk-taking without reflection in response to immediate opportunity, and it is often but not inevitably maladaptive.
“Thus, impulsive risk-taking is risk-taking without reflection, in response to immediate opportunity. It too is often, but not inevitably, maladaptive.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenComputational models feature a similar hierarchical structure for the cross-sectional assembly of self-regulation.
“Computational models feature a similar hierarchical structure for the cross-sectional assembly of self-regulation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenPlasticity comprises high Extraversion and Openness to Experience.
“Plasticity comprises high Extraversion (E) and Openness to Experience (O) in the big Five framework.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningHigh control and high approach might represent a tendency for deliberate or planful preference for immediate rewards based on learning history.
“The upper right quadrant of panel 3.B (high control, high approach) might represent a tendency for deliberate or planful preference for immediate rewards based on learning history.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningAddictions can begin as impulsivity characterized by altered delay discounting but end as disorders of disinhibition.
“Addictions can begin as impulsivity characterized by altered delay discounting, but end as disorders of disinhibition (inability to inhibit response to drink cue).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAdolescents are more sensitive to cues for reward and punishment than children or adults but have suppressed sensitivity to punishment context, that is, ambiguity risk.
“Casey (2015) reviewed animal and human studies indicating that adolescents, while more sensitive to cues for reward and punishment than children or adults, have suppressed sensitivity to punishment context (i.e., ambiguity risk).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Casey (2015)
Not checked in the free run.
May combine two claims.
InterpretationreasoningResponse inhibition is part of impulsivity but not identical to it, and disorders of response inhibition are not necessarily characterized by impulsivity.
“Thus, response inhibition is part of impulsivity but not identical to it; disorders of response inhibition are not necessarily characterized by impulsivity.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationWhen discounting by time, people discount small rewards more steeply than large rewards; when discounting by probability, people discount large rewards more than small rewards.
“One example is the differential magnitude effect: when discounting by time, people discount small rewards more steeply than large rewards. But when discounting by probability, the reverse occurs—people discount large rewards more than small rewards (Mitchell & Wilson, 2010).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Mitchell & Wilson, 2010
Not checked in the free run.
May combine two claims.
InterpretationreasoningImpulsivity and risk-taking can be distinguished in concept and empirically, but they can overlap in practice as impulsive risk-taking.
“While readily distinguished in concept and empirically, they can overlap in practice, which is impulsive risk-taking.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenConstraint entails focusing on long-term payoff and avoiding immediate temptation, and is the inverse of impulsivity.
“Constraint entails focusing on long-term payoff and avoiding immediate temptation, among many other lower-order facets. It is the inverse of impulsivity.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationChildren with ADHD show steeper discounting of future rewards and a riskier style on gambling tasks compared with typically developing children.
“For example, children with ADHD show both steeper discounting of future rewards (Patros et al., 2016), and riskier style on gambling tasks (Dekkers, Popma, Agelink van Rentergem, Bexkens, & Huizenga, 2016) compared to typically developing children.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Patros et al., 2016
Not checked in the free run.
- cites Dekkers, Popma, Agelink van Rentergem, Bexkens, & Huizenga, 2016
Not checked in the free run.
May combine two claims.
PremisecitationVenturesomeness is related to extraversion and incentive approach, with relative devaluation of uncertainty or possible loss, regardless of immediacy.
“In more contemporary work, venturesomeness is related to extraversion and to incentive approach (Table 2), with relative devaluation of uncertainty or possible loss (Sharma et al., 2014), regardless of immediacy.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sharma et al., 2014
Not checked in the free run.
May combine two claims.
InterpretationcitationAn inflexible application of a behavior is probably maladaptive on average but can be adaptive in particular niches or contexts.
“The latter is probably maladaptive on average; but can be adaptive in particular niches or contexts (see Appendix S1 for more discussion of the multi-layered issue of specifying adaptiveness; see Block & Block, 1980, for a related perspective).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Block & Block, 1980
Not checked in the free run.
May combine two claims.
InterpretationcitationConscientiousness may emerge from earlier development of effortful control or from elaboration of sensitivity to negative avoidance signals supporting emergence of effortful control.
“For example, the trait of Conscientiousness may emerge from earlier development of effortful control (Eisenberg, Duckworth, Spinrad, & Valiente, 2014; Nigg, 2006) or even earlier from elaboration of sensitivity to negative avoidance signals supporting emergence of EC (Nigg, 2006).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Eisenberg, Duckworth, Spinrad, & Valiente, 2014
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- cites Nigg, 2006
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May combine two claims.
InterpretationreasoningResponse disinhibition, impulsivity, and risk-taking can overlap but can also be differentiated in different behaviors or psychopathologies.
“It illustrates that while response disinhibition, impulsivity, and risk-taking can certainly overlap, they can also be differentiated in different behaviors or psychopathologies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenMental flexibility depends on inhibition and working memory.
“For example, planning is an extended application of working memory and action selection; mental flexibility depends on inhibition and working memory; SR coping strategies often entail planning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSelf-regulation, including top-down control, is broader than impulsivity or risk-taking because it refers to state or response optimization even when there is no decision context.
“However, SR, including top-down control, is broader than impulsivity or risk taking, as it refers to state or response optimization even when there is no decision context (e.g., shooting a free throw; hitting the musical note to set the tone for a group to sing; balancing on a bicycle).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningEarlier-developing aspects are part of the assembly of later-developing aspects.
“Earlier-developing aspects are part of the assembly of later-developing aspects.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
Interpretationnone givenHigher-order traits of temperament and personality refer to the tendency to use short-term and long-term strategies and describe an individual's typical response bias.
“Higher order traits of temperament and personality refer to the tendency to utilize the short-term and long-term strategies and describe an individual’s typical response bias (e.g., appetitive approach--extraversion; cost-avoidance--neuroticism; exertion of top-down control—effortful control).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Interpretationnone givenBasic top-down processes are generally congruent with effortful control and cognitive control but not with the complex cognition aspect of executive function or associated future-oriented strategies.
“It is generally congruent with EC and with cognitive control (which can be used for non SR purposes also), but not with the complex cognition aspect of EF or associated future-oriented strategies.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningInflexible impulsivity and impulsive risk-taking are not a complete converse of self-regulation because impulsivity and risk-taking are defined in relation to decision contexts.
“Inflexible impulsivity and impulsive risk-taking are not, however, a complete converse of SR, because impulsivity and risk-taking are defined in relation to decision contexts.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningHigher-order executive functions are combinations of lower-order processes that assemble developmentally as well as behaviorally and computationally.
“Higher order EF are combinations of lower order processes that assemble developmentally as well as behaviorally and computationally.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenBottom-up processes emerge and mature earlier than top-down processes.
“Here my intent is simply to recall that (a) bottom-up processes emerge and mature earlier than top-down processes and (b) different aspects of SR mature at different rates within both bottom-up and top-down domains.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenPlanning is an extended application of working memory and action selection.
“For example, planning is an extended application of working memory and action selection; mental flexibility depends on inhibition and working memory; SR coping strategies often entail planning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe temporal reach of self-regulation increases with development.
“Further, the temporal reach of SR increases with development.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningSelf-regulation coping strategies often entail planning.
“For example, planning is an extended application of working memory and action selection; mental flexibility depends on inhibition and working memory; SR coping strategies often entail planning.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Self-regulation aims to serve adaptation by meeting a goal of state or attainment.
“SR aims to serve adaptation (‘meet a goal’ of state or attainment).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Cognitive skills such as planning, future thinking, inhibiting inappropriate behaviour, emotion regulation, decision making, and particular forms of memory continue to improve during adolescence.
“At the same time, cognitive skills such as planning, future thinking, inhibiting inappropriate behaviour, emotion regulation, decision making, and particular forms of memory continue to improve during adolescence (figure 2). 144-149”
From The Lancet Psychiatry Commission on youth mental health (2024) · cites this paper as [148]
The General issues section describes working memory and response inhibition as early-developing executive functions and planning as a higher-level function that develops later. The Necessary concepts section also links planning to future-oriented cognition and emotion regulation. Neither passage establishes that all the listed skills, including decision making, continue to improve specifically during adolescence (page numbers unavailable). (LLM, conf=0.84)
Experimental — accuracy not yet measuredExecutive function deficits have been documented in both autism spectrum disorder and attention-deficit/hyperactivity disorder.
“Executive function deficits have been reported in both autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD).”
From Executive function deficits in attention-deficit/hyperactivity disorder and autism spectrum disorder (2024) · cites this paper as [16]
The section on executive functioning defines EF but does not report deficits in ASD or ADHD. The section on psychopathology and self-regulation reports steeper reward discounting and riskier gambling-task choices in children with ADHD, not executive-function deficits; the autism mention found is in a reference title. Searches for ASD, ADHD, executive-function deficits, and inhibition did not locate a passage establishing the claim for both conditions. (LLM, conf=0.73)
Experimental — accuracy not yet measured
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“Identifying specific component processes and distinguishing them from general self-regulation allows for less confusion regarding domain-specific versus domain-general claims in empirical work (Nigg, 2017).”
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“…that cognitive control overlaps significantly with specific facets of executive function, particularly the core “lower-level” executive functions that appear first developmentally (working memory and response inhibition, followed by set shifting; Diamond, 2013; Karr et al., 2018; Nigg, 2017).”
BackgroundResultInfluential
- Authors
- Nigg, J. T.
- Affiliations
- Oregon Health & Science University (US)
- Corresponding author
- Nigg, Joel T.
- ORCID
- Nigg, Joel T.
- Venue
- Journal of Child Psychology and Psychiatry
- Publisher
- Wiley
- Published
- 2016-12-30
- Volume
- 58
- Issue
- 4
- Pages
- 361-383
- ISSN
- 0021-9630 (ISSN-L)
- 1469-7610
- PMC
- PMC5367959
- OpenAlex
- W2561241530
- Semantic Scholar
- 1993bd174ebcffaff036724b1182627afdfff129
- Cited by
- 1,518
- References
- 219
- Citations by year
- 2026: 192 · 2025: 165 · 2024: 185 · 2023: 164 · 2022: 196 · 2021: 184 · 2020: 164 · 2019: 144 · 2018: 100 · 2017: 23
- FWCI
- 9.39
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Child Psychology and Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R37MH59105)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- self-regulation, self-control, executive function, effortful control, cognitive control, impulsivity, risk-taking, disinhibition, inhibition, developmental psychopathology, emotion regulation, cognitive regulation, top-down control, bottom-up control, hierarchical framework, individual differences
- MeSH terms
- Self-Control, Mental Disorders, Humans, Human Development, Impulsive Behavior, Inhibition, Psychological, Risk-Taking, Executive Function
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