The DOI matches its Crossref record; 99 of the 100 references it cites were found in a registry or an index; 39 of the 95 sources its claims cite were checked for support.
Learned helplessness at fifty: Insights from neuroscience.
Open accessAbstract
Learned helplessness, the failure to escape shock induced by uncontrollable aversive events, was discovered half a century ago. Seligman and Maier (1967) theorized that animals learned that outcomes were independent of their responses-that nothing they did mattered-and that this learning undermined trying to escape. The mechanism of learned helplessness is now very well-charted biologically, and the original theory got it backward. Passivity in response to shock is not learned. It is the default, unlearned response to prolonged aversive events and it is mediated by the serotonergic activity of the dorsal raphe nucleus, which in turn inhibits escape. This passivity can be overcome by learning control, with the activity of the medial prefrontal cortex, which subserves the detection of control leading to the automatic inhibition of the dorsal raphe nucleus. So animals learn that they can control aversive events, but the passive failure to learn to escape is an unlearned reaction to prolonged aversive stimulation. In addition, alterations of the ventromedial prefrontal cortex-dorsal raphe pathway can come to subserve the expectation of control. We speculate that default passivity and the compensating detection and expectation of control may have substantial implications for how to treat depression. (PsycINFO Database Record
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
39 of 95 cited sources checked · 19 supported · 3 flagged · accuracy not yet measured
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Disputedcites Amat et al. (2010) sourceExperimental — accuracy not yet measured
The Discussion reports that prior escapable shock blocked the behavioral effects of later social defeat, a stressor involving no shock. It explicitly says yoked inescapable shock did not have this effect and slightly, though not significantly, exaggerated those effects. The claim reverses which initial shock condition was protective. (LLM, conf=0.95)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: Social defeat involves a strong element of uncontrollability.
- Disputed
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“Moreover, perceived control in these pain studies increases ventromedial prefrontal cortex activity (Salomons, Johnstone, Backonja, & Davidson, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Disputedcites Salomons, Johnstone, Backonja, & Davidson, 2004 sourceExperimental — accuracy not yet measured
The fMRI section defines the reported contrast as uncontrollable minus controllable pain (UC − C). Table 1 lists prefrontal activation under that contrast, indicating greater activity with perceived uncontrollability, not an increase with perceived control. The paper does not identify a vmPFC increase. (LLM, conf=0.84)
Checked by a reasoning model — may be wrong.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Disputed
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“A number of studies employing painful stimuli have found that providing control, or inducing perceived control, reduces the experienced intensity of the painful stimulus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Disputedcites Salomons, Johnstone, Backonja, & Davidson, 2004 sourceExperimental — accuracy not yet measured
The Behavioral results report virtually identical pain ratings in the uncontrollable and controllable conditions (7.19 versus 7.20), with no significant difference. The Discussion says the neural-activity differences were not attributable to a difference in perceived pain. Thus, this study does not find that perceived control reduced experienced pain intensity. (LLM, conf=0.94)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Disputed
Every source the paper cites for this claim was checked and supports it.
In the paper
“inescapable shock reduces later social investigation of a juvenile, a putative measure of anxiety”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Christianson, Paul, et al., 2008 source
The Discussion reports that inescapable shock (IS), but not escapable shock, reduced subsequent social exploration with a juvenile. It also says the procedure was sensitive to anxiogenic and anxiolytic drugs, supporting the interpretation of reduced exploration as a measure of anxiety. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“However, the mere presence of a juvenile leads to a large increase in 5-HT within the amygdala in a subject that has experienced inescapable shock, but not escapable shock previously”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Christianson et al., 2010 source
The Results section, “Extracellular BLA 5-HT during and following social exploration,” reports that a five-minute juvenile encounter increased extracellular 5-HT in the basolateral amygdala after inescapable shock, but not after escapable shock. The Discussion describes the increase after inescapable shock as large and sustained. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“So, the conclusion is that the dorsal raphe nucleus does not receive any heightened excitation from inescapable shock relative to escapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: How and What does the Dorsal raphe nucleus Know?
What the sources say
- Partly supportedcites McDevitt et al., 2009 sourceExperimental — accuracy not yet measured
The Discussion (page not provided) says the dorsal raphe shows reduced activity during controllable stress and describes an inhibitory pathway activated under that condition. This supports inhibition during escapable shock as an explanation for the activity difference, but it does not establish that inescapable shock produces no greater excitatory input. (LLM, conf=0.82)
- Not checked — no full text of the sourcecites Grahn et al., 2002 source
- Not checked — no full text of the sourcecites Weiss & Simson, 1988 source
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Direct electrophysiological measurement of projecting prelimbic neurons indicates that escapable shock, but not inescapable shock increases their excitability (Varela, Wang, Christianson, Maier, & Cooper, 2012).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Varela, Wang, Christianson, Maier, & Cooper, 2012 source
The Introduction identifies the measured cells as prelimbic projection neurons and describes electrophysiological measurements after escapable or inescapable tail shock. The Discussion reports increased excitability after escapable shock and no observable change after inescapable shock. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Thus, stimulation of the infralimbic region should inhibit fear expression, and it does (Sierra-Mercado, Padilla-Coreano, & Quirk, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Partly supportedcites Sierra-Mercado, Padilla-Coreano, & Quirk, 2011 sourceExperimental — accuracy not yet measured
The Discussion (‘Fear expression: PL not IL’; page unavailable) suggests that IL helps inhibit fear responses during extinction. But the Results report inactivation, not stimulation: IL inactivation did not change freezing at the start of the session, though it impaired extinction. The paper therefore does not demonstrate that stimulating IL inhibits initial fear expression. (LLM, conf=0.83)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“the dorsal raphe nucleus receives virtually all of its cortical input from the prelimbic region (PL) of the ventromedial prefrontal cortex (vmPFC) (Peyron, Petit, Rampon, Jouvet, & Luppi, 1997; Vertes, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Not matchedcites Peyron, Petit, Rampon, Jouvet, & Luppi, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Vertes, 2004 sourceExperimental — accuracy not yet measured
The Prelimbic cortex results (p. 8) report fairly dense PL innervation of the dorsal raphe nucleus. But the Infralimbic cortex results (p. 6) also report light-to-moderate innervation, and the paper does not establish that virtually all cortical input comes from PL. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Indeed, microinjection of 5-HT2C antagonists directly into these structures does block the passivity and increased anxiety (Christianson et al., 2010; Strong et al., 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Dorsal raphe nucleus Activation is Necessary and Sufficient for Passivity/Anxiety
What the sources say
- Partly supportedcites Christianson et al., 2010 sourceExperimental — accuracy not yet measured
The Results (Intra-BLA 5-HT2C receptor antagonism; page unavailable) report that microinjecting the antagonist into the basolateral amygdala before testing reversed the anxiety-like reduction in social exploration after inescapable shock. The Discussion says that whether the basolateral amygdala is involved in the antagonist’s effect on shuttle-box escape deficits remains to be determined. This paper therefore does not support the claim that microinjection blocked passivity. (LLM, conf=0.90)
- Partly supportedcites Strong et al., 2011 sourceExperimental — accuracy not yet measured
Results §3.4 (page not provided) reports that injecting a 5-HT2C antagonist into the basolateral amygdala before testing partially reduced the escape deficit after uncontrollable stress. It did not reduce exaggerated freezing, the paper’s measure of stress-induced fear. Results §3.2 likewise reports that dorsal-striatum injection improved escape behavior but not exaggerated fear, so this source does not support the claim that the injections blocked both passivity and increased anxiety. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
- It may state two separate claims as one. 80
- Probably not a substantial claim. 18
- The quote only partly states this claim. 1
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Greenwood, Strong, and Fleshner (2010) have shown this to be the case. In their studies, manipulations that reduce fear conditioning reduce the shuttle escape deficit when the prior inescapable shocks were administered in the shuttlebox, but not when they were administered outside the shuttlebox.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
What the sources say
- Partly supportedcites Greenwood, Strong, and Fleshner (2010) sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Inescapable shock, but not exactly equal escapable shock, desensitizes these receptors so that dorsal raphe nucleus5-HT neurons are sensitized for a number of days and to a remarkably large extent.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Rozeske et al., 2011 source
The Results (Experiment 1; page not provided) report impaired serotonin-mediated inhibition of dorsal raphe neurons 24 hours after inescapable shock, but not after escapable shock. The Introduction says inescapable shock sensitizes these neurons for 24–72 hours, with exaggerated subsequent serotonin release; the Discussion explains that reduced 5-HT1A receptor function would sensitize them. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Of course, the desensitization of 5-HT1A receptors is not permanent, and recovers to normal within 3 days”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Partly supportedcites Rozeske et al., 2011 sourceExperimental — accuracy not yet measured
Results, Experiment 4 (page unavailable), show impaired 5-HT1A-receptor-mediated inhibition at 24 hours but no significant difference from controls at 7 days. The paper did not test receptor function at 3 days; its reference to effects lasting 24–72 hours concerns behavior, not measured receptor recovery. Thus, recovery by 3 days is not established. (LLM, conf=0.88)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“That is, activating the ventromedial prefrontal cortex-to-dorsal raphe nucleus pathway turned an animal without control into an animal with control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Supportedcites Amat, Paul, Watkins, and Maier (2008) source
The Discussion reports that activating mPFCv during inescapable shock blocked DRN activation and prevented subsequent escape-learning failure, reproducing the protective effects of behavioral control. The paper describes the mPFCv-to-DRN projection as the proposed mechanism; the citing sentence is a functional analogy, not a claim that the animal gained actual control. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“First, inactivating the dorsal medial striatum did not interfere with the learning and performance of the escape response. This suggests that the rats could use the “dumber” habit system to acquire and perform the escape response.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Amat et al. (2014) sourceExperimental — accuracy not yet measured
The Results (Wheel-turn escape learning) report that rats given D-AP5 in the DMS learned and performed the escape response as efficiently as controls, and the Discussion suggests they did so through the habit system. But this finding concerns NMDA-receptor blockade during escapable shock, not DMS inactivation during both escapable and inescapable shock. The Experimental design section also says that a different DMS-inactivating drug, muscimol, prevented rats from learning to escape. (LLM, conf=0.88)
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“As would be predicted, Amat et al. (2014) found that escapable shock, but not inescapable shock activates the contingency-sensitive dorsal medial striatum, but not the habit-oriented contingency-insensitive dorsal lateral striatum.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Supportedcites Amat et al. (2014) source
The Results section (“Dorsomedial striatum Fos immunoreactivity”; page unavailable) reports a large Fos increase in the DMS after escapable shock but not inescapable shock. Neither condition produced a statistically significant group difference in the DLS, supporting the claimed contrast in activation, though the paper notes a small DLS increase after both conditions. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“One system, called the “act/outcome” system, is sensitive to the contingency between response and reinforcer.”
- Also stated in: § Detection of control · plain
“A second system, the “habit” system, is a mere habit that is not sensitive to contingency but only to the temporal pairing between response and reward, and it produces inflexible learning that is not sensitive to changes in the contingency of the reward (Balleine & Dickinson, 1998).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Supportedcites Balleine & O'Doherty, 2010 source
The Contingency Degradation section says response–outcome (R–O) learning is sensitive to contingency rather than mere contiguity. It contrasts this with stimulus–response (S–R) learning, which it describes as contiguity-driven and insensitive to non-contiguous outcome delivery. The paper specifies that the relevant temporal pairing for S–R learning is between stimuli and responses. (LLM, conf=0.91)
- Not checked — no full text of the sourcecites Balleine & Dickinson, 1998 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
Every source the paper cites for this claim was checked and supports it.
In the paper
“For example, Amat et al. (2010) reported that experience with escapable shock blocked the passivity in shuttle escape and also blocked the reduced social investigation (anxiety) produced by social defeat occurring seven days later.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Amat et al. (2010) source
The Experimental Designs section specifies that social defeat occurred seven days after escapable shock. The Results sections on Escape learning and Social exploration report that prior escapable shock blocked both the shuttlebox escape deficit and the decrease in social investigation caused by social defeat. Page numbers are unavailable in our copy. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: Social defeat involves a strong element of uncontrollability.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Importantly, the act/outcome system involves a corticostriatal circuit consisting of the prelimbic area within the ventromedial prefrontal cortex and the posterior dorsal medial striatum (DMS), while the”
- Also stated in: § Detection of control · plain
“habit system has no prefrontal cortical involvement, but instead involves the sensorimotor cortex and the dorsal lateral striatum (DLS).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Balleine & O'Doherty, 2010 sourceExperimental — accuracy not yet measured
The Neural Substrates of Goal-Directed Learning section identifies a rat prelimbic–dorsomedial striatal circuit for goal-directed learning, and the Figure 2 caption (Future Directions) links sensorimotor cortical inputs to dorsolateral striatum with habits. The paper describes rodent prelimbic cortex as analogous to human vmPFC, not as an area within it, and the cited passages do not specify the posterior dorsomedial striatum. (LLM, conf=0.83)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
Every source the paper cites for this claim was checked and supports it.
In the paper
“As would be expected, social defeat also increased dorsal raphe nucleus 5-HT activity, and this increase was prevented by the prior escapable shock (Amat et al., 2010).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Amat et al., 2010 source
The Results section on extracellular 5-HT in the caudal DRN reports that social defeat increased 5-HT efflux in rats. Its “Immunizing effect of ES” subsection states that prior escapable shock blocked that increase; page numbers are unavailable in our copy. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Dramatically, even though the escapable subjects performed the controlling escape response perfectly, this was not protective against passivity/anxiety later.”
- Also stated in: § Detection of control · plain
“That is, the dorsal raphe nucleus was activated as if the shocks were uncontrollable and passivity/anxiety followed.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Amat et al. (2014) sourceExperimental — accuracy not yet measured
The Results (Wheel-turn escape learning; Juvenile social exploration at 24 h after stress) show that rats given intra-DMS D-AP5 escaped as efficiently as controls but lost the usual protection against later anxiety-like behavior. The paper also reports loss of the usual suppression of dorsal raphe serotonin release. It blocked DMS NMDA receptors rather than fully inactivating the DMS, and it did not test later passivity or establish literally perfect escape performance. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Thus, lesion, NMDA receptor blockade, and inactivation of either the prelimbic area or the dorsal medial striatum prevents contingency sensitive act/outcome learning. Responses can be learned, but only the habit system is then used, and so the learning is insensitive to contingency (Shiflett & Balleine, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Shiflett & Balleine, 2011 sourceExperimental — accuracy not yet measured
In “Striatal ERK signaling and instrumental learning” (page unavailable), the paper says that pDMS inactivation leaves rats capable of instrumental responding but makes their responses outcome-insensitive; it also reports that inhibiting glutamate receptors in the dorsal striatum interferes with action–outcome encoding. The References identify a study of NMDA-receptor blockade in the DMS. Our copy does not establish the claimed effects of prelimbic lesions or inactivation, or show that every listed intervention leaves only contingency-insensitive habit learning; its behavioral evidence here concerns sensitivity to outcome devaluation. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“The cells in this region are GABAergic and project to and inhibit the central nucleus of the amygdala (Berretta, Pantazopoulos, Caldera, Pantazopoulos, & Pare, 2005).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Supportedcites Berretta, Pantazopoulos, Caldera, Pantazopoulos, & Pare, 2005 source
The Discussion states that intercalated neurons send a GABAergic projection to the central amygdala and generate feedforward inhibition in its neurons. The passage directly supports all three parts of the citing sentence. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“From there the information passes to the central nucleus of the amygdala, which in turns projects to the regions that control the behaviors and physiological responses that are the symptoms of fear (Davis, Rainnie, & Cassell, 1994; LeDoux, 2003; Maren & Quirk, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Not matchedcites Davis, Rainnie, & Cassell, 1994
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites LeDoux, 2003 source
- Supportedcites Maren & Quirk, 2004 source
The figure description in Conclusions states that the lateral amygdala projects to the central nucleus directly and via the basal amygdala, and that central-nucleus outputs to brainstem and hypothalamic structures trigger fear responses. The section on fear-related plasticity in the lateral amygdala also describes information relayed through basal amygdaloid nuclei to the central nucleus. (LLM, conf=0.93)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
Every source the paper cites for this claim was checked and supports it.
In the paper
“It is straightforward to ask whether the protective effects of safety signals also requires the ventromedial prefrontal cortex, and the answer is no.”
- Also stated in: § Hypothesis Testing · plain
“Instead, safety signals had their impact via the insular cortex and insular cortex lesions eliminated the protective effects of safety signals.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Christianson, Benison, et al., 2008 source
The Results (Ventromedial Prefrontal Cortex Inhibition) report that inhibiting the vmPFC did not affect the safety signal’s protection against reduced social investigation after tail-shock. The Results (Sensory Insular Lesions and Safety Signals) report that sensory insular lesions completely blocked that protective effect. These findings concern the paper’s measured stress-buffering effect, not every possible effect of safety signals. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Hypothesis Testing · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“ventromedial prefrontal cortex lesions eliminated the ability of behavioral control to blunt the passivity and fear caused by inescapable shock, but these lesions did not even reduce the passivity and fear blunting impact of safety signals (Christianson, Benison, et al., 2008).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Partly supportedcites Christianson, Benison, et al., 2008 sourceExperimental — accuracy not yet measured
The Discussion (page not provided) says vmPFC inhibition with muscimol abolished behavioral control’s effects in prior work but had no effect on safety signals; the Results confirm the latter finding for social exploration after tail-shock. The claim overstates the evidence as vmPFC lesions affecting passivity and fear: this paper used temporary vmPFC inhibition and explicitly says it did not measure fear inhibition. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Importantly, there was one condition that selectively excited ventromedial prefrontal cortex activity – snake controllable trials. Control did not increase ventromedial prefrontal cortex activity on neutral fish trials, even though the subjects pressed. Ventromedial prefrontal cortex activity was higher on controllable snake trials than in any of the other conditions.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Partly supportedcites Kerr et al. (2012) sourceExperimental — accuracy not yet measured
The Results (fMRI activation results; page unavailable) report greater anticipatory vmPFC activation for controllable than uncontrollable snake trials, but no significant vmPFC difference between controllable and uncontrollable fish trials. They do not establish that vmPFC activity on controllable snake trials was higher than in every other individual condition; the reported snake-versus-fish vmPFC comparison collapses across controllability. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Thus, these behavioral changes should exist only as long as the receptors remain desensitized, which proved to be for only a few days (Rozeske et al., 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Rozeske et al., 2011 source
Results, Experiment 4 (page unavailable), reports receptor desensitization at 24 hours after uncontrollable stress but not at seven days, and states that the associated behavioral effects are observed at 24–72 hours. The Abstract (page unavailable) likewise says desensitization was observed only at timepoints when the behavioral effects are present. This supports the citing sentence’s hedged inference, although the experiment did not pinpoint the exact day desensitization ended. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In primitive organisms threats engage defensive reflexes (Walters & Erickson, 1986).”
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · hedged
“However, these reflexes are energy intensive, and so if unsuccessful it might be adaptive to inhibit them and conserve energy for use in physiological adjustments that promote survival, such as altering the responsivity of the immune system to be better able to fight any infection or wound that might occur after an attack (Frank, Watkins, & Maier, 2013).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
What the sources say
- Not checked — no full text of the sourcecites Walters & Erickson, 1986 source
- Partly supportedcites Frank, Watkins, & Maier, 2013 sourceExperimental — accuracy not yet measured
The Introduction says that physically present threats produce defensive behaviors such as fleeing and fighting. It does not specify primitive organisms or defensive reflexes. Its discussion of energy costs concerns immune responses, not reflexes, and it does not say that unsuccessful reflexes are inhibited to conserve energy. (LLM, conf=0.78)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · hedged
Every source the paper cites for this claim was checked and supports it.
In the paper
“However, insular lesions did not reduce the passivity blunting effects of having an escape response, thereby demonstrating a double dissociation (Christianson, Benison, et al., 2008).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Christianson, Benison, et al., 2008 source
The Results section, “Sensory Insular Lesions and Behavioral Control” (page not provided), reports that escapable shock prevented the reduction in social exploration regardless of insular lesion treatment. The companion Results section, “Sensory Insular Lesions and Safety Signals” (page not provided), reports that the lesions completely blocked the safety signal’s protective effect, supporting the stated double dissociation. (LLM, conf=0.93)
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The failure to escape produced by inescapable shock occurs for some number of days (see below for discussion of time course), but the elevation in 5-HT within regions such as the amygdala does not persist for this period of time.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“two-thirds of the animals from the INESC group failed to learn to escape, whereas 90% of the animals in both the ESC and 0 groups easily learned to escape.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness
What the sources say
- Not checked — no full text of the sourcecites Seligman & Maier, 1967 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“This argument would suggest that in tasks in which the non-shocked control is not at ceiling a difference between the previously escapably shocked and non-shocked controls might emerge, and this appears to be the case (Baratta et al., 2007).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Not matchedcites Baratta et al., 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“we found that as the original theory claimed, organisms are sensitive to the dimension of control, and this dimension is critical.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Inescapable shock does not provide more excitatory input—both forms of shock produce equal excitation of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the activation of a dorsal raphe nucleus 5-HT neuron can lead to the inhibition of its neighbors, and so dorsal raphe nucleus 5-HT activity is under self-restraint.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The most proximate mediator of fight/flight seemed to be the dorsal periaqueductal gray (dPAG), while the extended amygdala (bed nucleus of the stria terminalis, BNST, together with the amygdala proper) mediated fear/anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Passivity/Anxiety and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The intense activation of the dorsal raphe nucleus by shock sensitizes these neurons and this sensitization lasts for a few days and results in poor escape (passivity) and heightened anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These neurons project to the dorsal raphe nucleus and inhibit the 5-HT cells that are activated by aversive stimulation, thus preventing dorsal raphe nucleus activation and thereby preventing sensitization of these cells, eliminating passivity and exaggerated fear.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Abramson et al. (1978) claimed that inescapability itself was not sufficient to produce anything more than momentary helplessness. Rather, the explanations that subjects made of the causes of their helplessness predicted the time course and the extent of helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not checked — no full text of the sourcecites Abramson, Seligman, & Teasdale, 1978 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So, inescapable shock is not being detected as uncontrollable, but it is being responded to as if it were controllable.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The excitation of the dorsal raphe nucleus is necessary and sufficient for passivity and heightened fear”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Receptors of the 5-HT1A subtype are expressed on the soma and dendrites of 5-HT cells within the dorsal raphe nucleus. These are inhibitory autoreceptors – 5-HT binding to these receptors inhibits 5-HT neuronal activity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The dorsal raphe nucleus sends 5-HT projections to both the dorsal periaqueductal gray and to the amygdala, with 5-HT released in the dorsal periaqueductal gray inhibiting its function and 5-HT in the amygdala potentiating its function”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not checked — no full text of the sourcecites Graeff, Guimarães, De Andrade, & Deakin, 1996 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It would also have to be true that escapable shock does not activate the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Load-bearingStrength:hedged· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The authors may not put it forward as true. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The mechanism of learned helplessness is now very well-charted biologically and the original theory got it backwards.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“5-HT released in the periaqueductal gray and striatum acts at 5-HT receptors to inhibit active escape behavior, while 5-HT released in the amygdala acts at receptors to potentiate fear/anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“if inescapable shock were to produce a powerful activation of the dorsal raphe nucleus 5-HT neurons and lead to the release of 5-HT in structures such as the amygdala and dorsal periaqueductal gray, then this structure would hold the potential to be a crucial node in any learned helplessness circuit.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After the prelimbic-dorsal raphe nucleus ACT circuit is activated a set of changes that require several hours occurs in this pathway and involves the formation of new proteins related to plasticity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“most of the people from the yoked group failed to escape in the shuttlebox, whereas people from the escapable group and the zero group escaped well in the shuttlebox. Importantly the same pattern in the shuttlebox emerged when preceded by solvable and unsolvable anagrams”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not checked — no full text of the sourcecites Hiroto & Seligman, 1975 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The detection of uncontrollability is not necessary nor is it sufficient for passivity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“There is a structure—the dorsal raphe nucleus – that projects to both, inhibiting one and potentiating the other when it itself is activated.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“she was able to show that inescapable shock activated the neurons in the dorsal raphe nucleus that contained 5-HT, and exactly equal escapable shock did not.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not matchedcites Grahn et al. (1999)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“He and his colleagues showed that INESC depletes norepinephrine (NE) in the region of the locus coeruleus (LC)”
- Also stated in: § Animals · plain
“depletion of NE within this structure actually increases the activity of NE neurons, and Weiss had shown this to be important in the development of learned helplessness”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not checked — no full text of the sourcecites Weiss & Simson, 1988 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Animals · plain
In the paper
“Volpicelli, Ulm, Altenor, and Seligman (1983) using a triadic design found that the ESC group was much superior to the zero group and the INESC group. During later inescapable shock, the ESC group which had first learned to bar press to escape shock continued to run in a shuttlebox during long duration inescapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not checked — no full text of the sourcecites Volpicelli, Ulm, Altenor, and Seligman (1983) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Depressed people, who had not received inescapable events, behaved in the laboratory as if they had—showing passivity in the shuttlebox and giving up on cognitive problems”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not matchedcites Klein, Fencil-Morse, & Seligman, 1976; Klein & Seligman, 1976; Miller & Seligman, 1976
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Overall learned helplessness by mapping into the symptoms of depression seemed like a plausible laboratory model.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In sum, a number of inputs to the dorsal raphe nucleus, using a number of different transmitters, was necessary to produce learned helplessness behaviors, but these inputs did not discriminate inescapable from escapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim could be matched to a paper in Crossref, so there is nothing to check it against.
In the paper
“Inescapable shock potentiated later fear conditioning, a well-known phenomenon (Rau, DeCola, & Fenselow, 2005). It would not have been surprising if initial control merely prevented this potentiating effect, but it did more than that: Instead prior escapable shock actually retarded fear conditioning and facilitated fear extinction.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Not matchedcites Rau, DeCola, & Fenselow, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Baratta et al. (2007)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“That is, inactivating the ventromedial prefrontal cortex-to-dorsal raphe nucleus pathway turned an animal with control into an animal without control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Not matchedcites Amat et al. (2005)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the joint occurrence of shock and control might induce increased connectivity so that later just the presence of the shock, without control, is sufficient to activate the pathway.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Rests on an assumption: Plasticity typically occurs when neurons are activated together.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“If inescapable shock produces a much greater activation of dorsal raphe nucleus 5-HT neurons than does escapable shock, but both provide equivalent excitatory input, then there is only one obvious possibility left—the presence of control must somehow inhibit dorsal raphe nucleus 5-HT neurons that would otherwise be activated by shock per se without regard to controllability.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In sum, the prelimbic region of the ventromedial prefrontal cortex is involved in two separable functions-the DETECTion of control in a circuit with the dorsal medial striatum and then ACTing to inhibit the dorsal raphe nucleus (see Figure 5).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Interestingly, this definition of instrumental contingency is identical to the definition of control that Maier and Seligman (1976) provided, although Maier and Seligman were referring to shock rather than food.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Not checked — no full text of the sourcecites Maier and Seligman (1976) source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“To test this idea Amat et al. (2006) activated this pathway directly by microinjecting a pharmacological agent with no actual escapable shock present, but this did not produce the persistent pathway change or produce immunization.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat et al. (2006)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the dorsal raphe nucleus 5-HT neurons are under the inhibitory control of the prelimbic region of the ventromedial prefrontal cortex, and the detection of escapable shock activates this top-down inhibition of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“blockade of new protein synthesis in the prelimbic area after the escapable shock experience prevents immunization (Amat et al., 2006).”
- Also stated in: § Immunization and EXPECTation · plain
“Importantly, control still blunts the impact of the stressor being experienced, but longer-term immunization is eliminated”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat et al., 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Immunization and EXPECTation · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, DETECT escapability and ACT to pass this information that then inhibits the dorsal raphe nucleus are subserved by different populations of ventromedial prefrontal cortex cells and so are truly different functions.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Notice that the top-down process from the prelimbic to the dorsal raphe nucleus captures the notion of EXPECTing that future bad events will be controllable.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, measuring a global ventromedial prefrontal cortex fMRI signal will not remotely imply activation of the control-related critical prelimbic neurons.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“there has to be a pathway from somewhere in the prelimbic-dorsomedial striatum circuit that projects to and activates the prelimbic neurons in the prelimbic- dorsal raphe nucleus pathway, and this pathway is as yet unknown.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“In their review of prospection research Gilbert and Wilson (2007) conclude “An extensive body shows that prefeeling depends critically on the ventromedial prefrontal cortex and that people with damage to this area find it difficult to predict the hedonic consequences of future events” (p. 1352).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
What the sources say
- Not checked — no full text of the sourcecites Gilbert and Wilson (2007) source
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Instead, the presence of control seems to be the active ingredient, leading to the inhibition of threat-induced changes in limbic and brainstem structures.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The prelimbic-dorsomedial striatum circuit detects control (DETECT) when control is present, and then activates the prelimbic-dorsal raphe nucleus pathway (ACT) to then blunt the behavioral effects of stress.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, control cannot be reduced to safety.”
- Also stated in: § Hypothesis Testing · plain
“but only that stressor control and safety signals exert their effects via different neural mechanisms.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Hypothesis Testing · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Even if there were a slight difference in 5-HT, the shuttle response is learned so rapidly that there is a ceiling effect.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, defensive behavior will be elicited. The aversive event would activate structures such as the dorsal raphe nucleus. This is a cumulative process with 5-HT building over time, and if the transmitter reaches some threshold in target structures, defensive behaviors become inhibited and energy flow is shifted.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“when shock is escapable this is DETECTed by the ventromedial prefrontal cortex-dorsal medial striatum circuit, and then the ventromedial prefrontal cortex ACTs, sending inputs to the dorsal raphe nucleus that inhibit it, thereby turning off the activation produced by shock per se.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“As organisms became more complex, they could detect and identify threats at a distance. And so they developed rich behavioral and cognitive skills that could be used to cope with threats. Control became possible even against threats that persist over time.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the fact that in an aversive situation the brain seems to detect control as the active ingredient rather than a lack of control, does not mean that the brain cannot detect lack of control in other types of circumstances, such as uncontrollable food or unsolvable cognitive problems, or even loud noise.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“there is nothing in the brain that is selectively turned on by a lack of control, only something that turns things off when there is the presence of control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“It is important to note that 5-HT is phylogenetically very old (Hen, 1993).”
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · plain
“Moreover, 5-HT has, from the beginning, been involved in controlling and shifting the balance and flow of energy (see Andrews, Bharwani, Lee, Fox, & Thomson, 2015, for review).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
What the sources say
- Not checked — no full text of the sourcecites Hen, 1993 source
- Not matchedcites Andrews, Bharwani, Lee, Fox, & Thomson, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This circuit is about the future and it buffers against, but does not annihilate, the default reaction of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, we would expect that control would not modulate the HPA axis response to stress because the paraventricular nucleus is not informed about controllability by the ACT circuit.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“aversive events per se (either controllable or uncontrollable) excite the dorsal raphe nucleus, but control over stress actively turns this off.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that the rat EXPECTs that shock will be escapable in the new situation and that plasticity in the prelimbic-dorsal raphe nucleus subserves this expectation and inhibits the dorsal raphe nucleus, thus blocking learned helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Reappraisal as a tool of therapy is behavioral control. It blunts the impact of a negative event, and likely involves top-down inhibition from the ventro to lower structures.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The basic result was that the subjects without control later revealed passivity and a number of other behavioral changes, while those with control did not and appeared to be similar to non-shocked controls.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The default reaction to past and present bad events may be concurrent passivity and heightened anxiety. These cannot be undone directly or annihilated. They can, however, be inhibited by top-down cortical, control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The second is that top-down higher cortical processes from the ventromedial prefrontal cortex inhibit this default response.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, it was difficult to separate these two possibilities with behavioral experiments, and the idea that uncontrollability was learned remained the dominant view.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and have suggested that this occurs because that experience induces plasticity in ventromedial prefrontal cortex neurons that project to midbrain and brainstem stress-responsive structures, leading to their later inhibition.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The passivity occurs because excessive 5-HT is released in projection regions of the dorsal raphe nucleus, and this occurs because dorsal raphe nucleus 5-HT neurons have become sensitized due to the desensitization of 5-HT1A receptors on the soma and dendrites of these cells.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For complex organisms behavioral control can be possible over threats that are repeated, intermittent, and so persist across time. Thus, conservation/withdrawal and other energy adjustments set in motion by the continuation of threat should be inhibited.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The first is that the default response of higher organisms to prolonged bad events seems to be passivity and heightened anxiety and that this is caused by the activation of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The passivity and heightened anxiety symptoms of learned helplessness map quite well into symptoms of depression (Seligman 1975; Weiss, Simson, Ambrose, Webster, & Hoffman, 1985) and perhaps those of posttraumatic stress disorder (LoLordo & Overmier, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
What the sources say
- Not matchedcites Seligman 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Weiss, Simson, Ambrose, Webster, & Hoffman, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites LoLordo & Overmier, 2011 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- The authors state this as an assumption: Learned helplessness serves as a model for the human phenomena discussed, including depression and possibly PTSD.
- Not matched
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the existing neural evidence although strong, it is not conclusive.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Rather, it may be that this processing can occur, but is not deployed in situations that are highly aversive such as the original helplessness experiments.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“We are mindful that in the theory of explanatory style, “hope” consists largely in the habit of expecting that future bad events will not be permanent, global, and uncontrollable, rather they will be temporary, local and controllable (Seligman, 1991, pp. 48-49).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
What the sources say
- Not checked — no full text of the sourcecites Seligman, 1991
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Indeed much of cognitive behavioral therapy is actually future–oriented, even if it is not taught in this way.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Such expectations are likely the best natural defense against helplessness”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
The authors state this as an assumption.
Uncontrollability is the active ingredient that produces passivity, and escapably shocked subjects were later normal because they lacked this critical learning ingredient.
“we assumed that uncontrollability is the active ingredient in producing passivity, and that escapable subjects were later normal because they lacked this critical learning ingredient.”
The paper relies on this without support.
The dorsal raphe nucleus does not receive somatomotor or somatosensory inputs that would tell it whether motor responses occurred or whether shock is present.
“but the dorsal raphe nucleus does not receive these types of somatomotor and somatosensory inputs.”
The paper relies on this without support.
Electrical stimulation of prelimbic neurons that descend to the dorsal raphe nucleus inhibits dorsal raphe nucleus neuronal activity.
“Importantly, electrical stimulation of the neurons that descend from the prelimbic area to the dorsal raphe nucleus inhibits dorsal raphe nucleus neuronal activity.”
The paper relies on this without support.
Descending prelimbic neurons are glutamatergic and excitatory but preferentially synapse on GABAergic interneurons in the dorsal raphe nucleus that inhibit 5-HT cells.
“Although these descending neurons are glutamatergic and so excitatory, they synapse preferentially on GABAergic interneurons in the dorsal raphe nucleus that inhibit the 5-HT cells”
The paper relies on this without support.
The dorsal raphe nucleus is a site of convergence that sums inputs from multiple structures activated by shock.
“The dorsal raphe nucleus is a site of convergence that sums inputs from a number of structures themselves activated by shock (Figure 3).”
The paper relies on this without support.
Plasticity typically occurs when neurons are activated together.
“Plasticity, or increased connectivity between neurons at a synapse, typically occurs when both are activated together, as they say, “neurons that fire together wire together”.”
The paper relies on this without support.
Social defeat involves a strong element of uncontrollability.
“The experimental subject inevitably loses and adopts defeat postures, and so there is a strong element of uncontrollability.”
The authors state this as an assumption.
Learned helplessness serves as a model for the human phenomena discussed, including depression and possibly PTSD.
“Assuming that learned helplessness models these phenomena, we now speculate on the implications of the neural circuitry”
The paper relies on this without support.
5-HT accumulates gradually across trials in response to aversive stimulation.
“5-HT in response to aversive stimulation accumulates gradually across trials”
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?
The cited source says what the claim attributes to it.
In the citing paper
“It is important to record from DRN because its activity has been linked to control, albeit especially in a series of studies that focused on aversive learning and the sense of helplessness that ensued when aversive events were uncontrollable.19”
From Two prefrontal-subcortical circuits estimate controllability and reflect its impact on learning (2026) · cites this paper as [19]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Immunization is attributed to the wrong initial shock condition
MinorThe paper defines immunization as protection conferred by prior escapable shock, then says that inescapable shock provides that protection across situations.
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
“Initial exposure to escapable shock prevents or reduces the passivity/anxiety induced by later inescapable shock, a phenomenon we called immunization (Maier et al., 1969).”
Immunization is attributed to the wrong shock condition
MinorThe sentence says prior inescapable shock blocks later passivity and anxiety, but the surrounding account attributes that protection to prior escapable shock. The example immediately afterward also identifies escapable shock as the protective experience.
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
“For example, Amat et al. (2010) reported that experience with escapable shock blocked the passivity in shuttle escape and also blocked the reduced social investigation (anxiety) produced by social defeat occurring seven days later.”
Citations
Cites
Positive psychology: An introduction.
Seligman, M. E. P., & Csikszentmihalyi, M. (2000) · American Psychologist · doi:10.1037/0003-066x.55.1.5 · Cited by 11,351
Self-citationDiagnostic and Statistical Manual of Mental Disorders, 3rd ed
Cooper, A. M., & Michels, R. (1981) · American Journal of Psychiatry · doi:10.1176/ajp.138.1.128 · Cited by 7,419
Learned helplessness in humans: Critique and reformulation.
Abramson, L. Y., Seligman, M. E., & Teasdale, J. D. (1978) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.87.1.49 · Cited by 7,121 · cited 2×
“In the " attributional reformulation " of learned helplessness, Abramson et al. (1978) claimed that inescapability itself was not sufficient to produce anything more than momentary helplessness.”
BackgroundSelf-citationHelplessness: On Depression, Development, and Death
Seligman, M. E. P. (1975) · CERN Document Server (European Organization for Nuclear Research) · Cited by 6,181
Self-citationLearned helplessness: Theory and evidence
Maier, S. F., & Seligman, M. E. (1976) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.105.1.3 · Cited by 2,494 · cited 2×
“…hypothesis against a variety of alternative ideas that were developed to explain why the experience of INESC leads to later failure to learn to escape in a different environment and whether control/ lack of control is the critical underlying dimension (summarized in Maier & Seligman, 1976).”
BackgroundResultSelf-citationNeurocircuitry of stress: central control of the hypothalamo–pituitary–adrenocortical axis
Herman, J. P., & Cullinan, W. E. (1997) · Trends in Neurosciences · doi:10.1016/s0166-2236(96)10069-2 · Cited by 2,270
The Neurocircuitry of Fear, Stress, and Anxiety Disorders
Shin, L. M., & Liberzon, I. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.83 · Cited by 2,083 · cited 1×
“…to therapy, ventromedial prefrontal cortex dysregulation and impaired top-down inhibition of stress responsive limbic and brainstem structures have often been noted (e.g., DeRubeis, Siegle, & Hollon, 2008; Hartley & Phelps, 2010; Koenigs & Grafman, 2009; Rive et al., 2013; Shin & Liberzon, 2010).”
BackgroundFailure to escape traumatic shock.
Seligman, M. E., & Maier, S. F. (1967) · Journal of Experimental Psychology · doi:10.1037/h0024514 · Cited by 1,981 · cited 1×
“So in the original stressor controllability experiment (Seligman & Maier, 1967), this group of dogs learned in the hammock to press a panel with their noses to turn off each shock.”
Self-citationThe Emotional Brain, Fear, and the Amygdala
LeDoux, J. (2003) · Cellular and Molecular Neurobiology · doi:10.1023/a:1025048802629 · Cited by 1,818 · cited 1×
“From there the information passes to the central nucleus of the amygdala, which in turns projects to the regions that control the behaviors and physiological responses that are the symptoms of fear (Davis, Rainnie, & Cassell, 1994; LeDoux, 2003; Maren & Quirk, 2004).”
BackgroundBalleine, B. W., & O'Doherty, J. P. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.131 · Cited by 1,775 · cited 1×
“Neuroscience research indicates that each can take place and each involves different neural systems (Balleine & O'Doherty, 2010).”
Background
Flagged first, then by citations
1 of the 100 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Items 501–600 of 889
Hasin, N., Riggs, L. M., Shekhtman, T., Ashworth, J., Lease, R., Oshone, R. T., Humphries, E., Badner, J. A., Thompson, P. A., Glahn, D. C., et al. (2021) · medRxiv · doi:10.1101/2021.06.02.21258261 · Cited by 2
Overmier, J. B., & Molet, M. (2013) · doi:10.1093/obo/9780199828340-0112 · Cited by 2
Adolescents flexibly adapt action selection based on controllability inferencesPreprint
Raab, H. A., Goldway, N., Foord, C., & Hartley, C. A. (2023) · doi:10.31234/osf.io/qypm6 · Cited by 1
Lechat, P., Alonso‐Ortiz, E., & Bassetto, S. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.05.06.592810 · Cited by 2
Two prefrontal-subcortical circuits estimate controllability and reflect its impact on learning
Liu, Y., Spiering, L., Luo, S., Kingston, N., Grohn, J., & Rushworth, M. F. S. (2026) · Neuron · doi:10.1016/j.neuron.2026.07.029 · Cited by 1
Integrative Approach to Stress
Tafet, G. E. (2022) · Springer eBooks · doi:10.1007/978-3-031-00864-1_5 · Cited by 1
Is There a Need for Psychological Needs in Theories of Achievement Motivation?
Wigfield, A., & Koenka, A. C. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0046 · Cited by 1
Marsh, H. W., & Basarkod, G. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0017 · Cited by 4
Givency, C. (2023) · EBONY Journal of English Language Teaching Linguistics and Literature · doi:10.37304/ebony.v3i2.8599 · Cited by 1
de Vignemont, F. (2024) · Mind & Language · doi:10.1111/mila.12506 · Cited by 1
Depression among Adolescents: A Review of Beck’s Cognitive Behaviour Theory
Zaiden, F., & Mahfar, M. (2024) · Jurnal Sains Kesihatan Malaysia · doi:10.17576/jskm-2024-2201-01 · Cited by 2
Lee, U., & Mills, D. J. (2024) · Journal of Gambling Studies · doi:10.1007/s10899-024-10290-x · Cited by 1
“Because individuals feel so unable to effectively alter their circumstance, this orientation often manifests as a sense of learned helplessness (Maier & Seligman, 2016), which reflects the unlearned response to engage in one’s world due to the consistent threat of hostility.”
Wahlers, J. N., Wahlers, D. E., & Hart, W. (2024) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2024.43.3.227 · Cited by 1
Rippon, S. (2024) · Acta Analytica · doi:10.1007/s12136-024-00608-0 · Cited by 1
“…helplessness experiments have been widely replicated in other animals and humans, and the results have been used to support a theory of human clinical depression according to which it is a loss of agency explained by previous exposure to uncontrollable aversive events (Maier & Seligman, 2016).”
Pradhan, B., & Satapathy, T. (2024) · Journal of Lab Animal Research · doi:10.58803/jlar.v3i2.40 · Cited by 1
Heagy, F. K., Clements, K. N., Adams, C. L., Blain, E., & Issa, F. A. (2024) · Journal of Experimental Biology · doi:10.1242/jeb.248148 · Cited by 2
Smells like the American Workplace: A Study of Workplace Ostracism in Foreign-Born Workers
Sharma, S., Aplin-Houtz, M. J., Willey, S., & Merritt, S. M. (2024) · Employee Responsibilities and Rights Journal · doi:10.1007/s10672-024-09515-3 · Cited by 1
Andrieu, C. F. A., & Steiner, D. (2024) · Pratiques Psychologiques · doi:10.1016/j.prps.2024.11.003 · Cited by 1
Corridori, E., Salviati, S., Begni, V., Marchesin, A., Gambarana, C., Riva, M. A., & Scheggi, S. (2025) · Neuropharmacology · doi:10.1016/j.neuropharm.2025.110302 · Cited by 1
Reid, P. J., Chin, J., & Cussen, V. A. (2025) · CABI eBooks · doi:10.1079/9781800624313.0025 · Cited by 1
Understanding learned helplessness: The role of fear of crime and social support
Attinger, E., & Moon, C. (2025) · The Police Journal Theory Practice and Principles · doi:10.1177/0032258x251352773 · Cited by 1
“Learned helplessness and depression share many symptoms, including decreased motivation and feelings of worthlessness (Maier and Seligman, 2016).”
Tse, H. Y. J., Cheung, D. S. K., Chan, E. A., et al. (2025) · Journal of Advanced Nursing · doi:10.1111/jan.70057 · Cited by 1
“However, in contrast to the earlier understanding of helplessness as a learned belief that further action is futile, Maier and Seligman (2016) have re-examined the concept of helplessness, suggesting that helplessness is the default response to prolonged adverse events.”
Thomas, Y. T., Swann, A. C., Murtaza, S., Kosten, T. R., Murphy, N., Mathew, S. J., Verrico, C. D., Davis, J., & Moukaddam, N. J. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.119977 · Cited by 2
Carpenter, S. M., & Roberts, N. A. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1554099 · Cited by 2
“…is more likely to persist in achieving a goal when experiencing greater self-efficacy (Bandura, 2007), and/or external encouragement than when anticipating failure and feeling helpless or hopeless (Hadley and MacLeod, 2010; Maier and Seligman, 2016; Marchetti et al., 2023; Martinie et al., 2024).”
Aronsen, C. K., & Bjørnnes, T. D. (2025) · BMC Public Health · doi:10.1186/s12889-025-24437-x · Cited by 1
Ramm, M., Schnabel, K., Jedamzik, J., Jürgens, L., Gerke, J., Rassenhofer, M., Brähler, E., Heuft, G., & Conrad, R. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-07487-8 · Cited by 2
“…of an internal control in protecting for demoralization aligns with advances in the neuroscience of the learned help-lessness concept, which suggests that it is the presence of control, not the absence of control that is detected by the brain, counteracting a default state of helplessness [63].”
Effect of sense of control on emotional experience and response in Chinese undergraduate students
Yao, L., Guo, Y., Zou, X., Zhang, Y., Zhang, Z., & Xing, S. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1593500 · Cited by 1
“Aversive stimuli per se can increase their negative emotions, and then these negative emotions are reduced following perceived control over aversive stimuli (Maier and Seligman, 2016; Yao et al., 2019).”
InfluentialLee, P.-L., Huang, C., & Ou, L.-C. (2025) · Scandinavian Journal of Psychology · doi:10.1111/sjop.70051 · Cited by 1
Selecting an appropriate stress model of depression in rodents
Lu, X.-X., Tang, H., & Li, X. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i12.113433 · Cited by 2
Sigunov, A., Peciña, M., Palmatier, M. I., Sellers, E. W., Clements, A. D., & Deehan, G. A. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106527 · Cited by 1
Mental health amidst chronic crises: the case of Arab countries from the Middle East
Abdallah, Y., al Kai, N., Nakhlé, C., Khaty, R., el Nahas, C., Istanbouli, R., Zahran, F., Mansour, C., Besson, E., Richa, S., et al. (2026) · Conflict and Health · doi:10.1186/s13031-025-00745-2 · Cited by 2
“As per international classification criteria [58], MDD in individuals from the Middle East is characterized by sad mood, apathy, fatigue, combined with sleep, concentration, and psychomotor problems [10].”
The prefrontal–striatal signatures of reduced model-based learning in depressed patients
Wang, X., Zhou, X., Zhang, D., Zhang, Z., Gong, Y., Feng, Z., & Hou, J. M. (2026) · Annals of General Psychiatry · doi:10.1186/s12991-026-00630-z · Cited by 1
“…result in a reduced sense of controllability, with stress-induced serotonin responses and changes in adaptive behavior (such as reduced approach coping and increased avoidance coping), leading to a decrease in contact with positive reinforcement, which may then exacerbate anhedonia [55, 56].”
The Inoculation Fallacy: Why Early Enrichment Cannot Compensate for Poor Adult Environments
Parker, M. O. (2026) · Behavior Analysis in Practice · doi:10.1007/s40617-026-01158-0 · Cited by 1
The human side of self-managing organizations: Unlearning the learned helplessness
Valkiainen, V. (2026) · Human Relations · doi:10.1177/00187267261420797 · Cited by 1
“The findings of this study, together with decades of research on learned helplessness, reinforce that removing uncontrollability is insufficient (Maier and Seligman, 2016).”
InfluentialLiu, Y., & Zainal, N. H. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2026.121543 · Cited by 1
Hamel, J., Virat, M., Geoffrion, S., Lefetz, O., Desrumaux, P., & Benbouriche, M. (2026) · European Journal of Trauma & Dissociation · doi:10.1016/j.ejtd.2026.100674 · Cited by 1
Barokas, G., Ling, H. H., Sherman, A., & Shavit, T. (2026) · Journal of Happiness Studies · doi:10.1007/s10902-026-01035-1 · Cited by 1
Demographic and Labour Atrophy: Factors and Features of Development in Conditions of Polycrisis
Mykytenko, D. O., MYKYTENKO, D., & SHELUDKO, N. (2026) · Demography and social economy · doi:10.15407/dse2026.01.026 · Cited by 1
Helpful or harmful? How cancer beliefs and information seeking relate to depression in U.S. adults
Quansah, A. G., Baffoe, H., & Eshun, S. (2026) · PLoS ONE · doi:10.1371/journal.pone.0346262 · Cited by 1
“In fact, these beliefs can even form from seeing what others go through with cancer, which may foster feelings of helplessness, a core feature of depression [16].”
Michalik, J., Bukowski, M., Majchrowicz, B., & Fröber, K. (2026) · Motivation and Emotion · doi:10.1007/s11031-026-10243-4 · Cited by 1
Controllability Determines the Incentive Effect of Reward and Punishment: EEG Evidence
Zhan, Y., Dong, F., Zhang, Y., & Wei, P. (2026) · Psychophysiology · doi:10.1111/psyp.70336 · Cited by 2
“…demonstrate that individuals are highly sensitive to these contingencies; whereas a lack of control diminishes motivation, controllable environments promote goal-directed behavior (Seligman 1972; Wortman and Brehm 1975; Ligneul et al. 2022; Maier and Seligman 2016; Moscarello and Hartley 2017).”
Brain rhythms of depression: A predictive processing perspective
Strube, A., & Pizzagalli, D. A. (2026) · Trends in Neurosciences · doi:10.1016/j.tins.2026.06.006 · Cited by 3
Brain Stimulation Therapeutic Interventions in Neuropsychiatry: A Cambrian Explosion
Sackeïm, H. A., & George, M. S. (2026) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20260691 · Cited by 1
Schreurs, B. G., Smith‐Bell, C. A., & Burhans, L. B. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.01.007 · Cited by 1
“In the laboratory, humans exposed to unsignaled aversive events can develop learned helpless whereas those expose to signaled aversive events do not (Grillon, 2008, Maier and Seligman, 2016).”
Backgroundمنبئات العجز المتعلم لدى عینة من الطلاب الجامعیین
شاهین, إ. ف. س. (2016) · مجلة الإرشاد النفسی · doi:10.21608/cpc.2016.48955 · Cited by 1
Paul, S. J. (2020) · Oxford University Press eBooks · doi:10.1093/oso/9780190863760.003.0007 · Cited by 2
Grochowska, A., Gąsiorowska, M., & Hajda, P. (2021) · European Advertising Academy · doi:10.1007/978-3-658-32201-4_2 · Cited by 1
Neural systems for aversively motivated behavior
Bhanji, J., Yang, Y.-Y., & Delgado, M. (2022) · Advances in motivation science · doi:10.1016/bs.adms.2022.01.002 · Cited by 1
Kam, P. K. (2022) · Asia Pacific Journal of Social Work and Development · doi:10.1080/02185385.2021.2019101 · Cited by 1
“Therefore nothing can be done to change it, thus developing a feeling of helplessness and helpless behaviours (Maier & Seligman, 2016; Seligman, 1975).”
BackgroundKawakami, N., Sasaki, N., Asaoka, H., Kuroda, R., Tsuno, K., & Imamura, K. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.04.040 · Cited by 1
Kasvikis, Y., Mitsopoulou, T., & Alexiou, E. (2022) · Psychiatrike = Psychiatriki · doi:10.22365/jpsych.2022.075 · Cited by 1
Interest and Its Relation to Rewards, Reward Expectations, and Incentives
Hidi, S. E., & Renninger, K. A. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0027 · Cited by 2
Motivation Is the State of Wanting Something . . . But Do We Want the Right Things?
Sheldon, K. M. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0006 · Cited by 1
Motivation Processes and Outcomes
Schunk, D. H. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0004 · Cited by 5
Should Theoretical Integration Occur in the Motivation Literature?
Koenka, A. C., & Wigfield, A. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0047 · Cited by 3
Does One Size Fit All? Cultural Perspectives on School Motivation
McInerney, D. M. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0013 · Cited by 1
Insights Gained from Controversy 6
Bong, M., Reeve, J., & Kim, S. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0042 · Cited by 2
Dweck, C. S. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0070 · Cited by 1
Are Cognition, Motivation, and Emotion the Same or Different?
Murayama, K. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0041 · Cited by 1
McDowell, I. (2023) · Springer eBooks · doi:10.1007/978-3-031-28986-6_8 · Cited by 4
Principles over Process: Fifty Years a Cognitive Therapist
Hollon, S. D. (2024) · Journal of Contemporary Psychotherapy · doi:10.1007/s10879-024-09619-9 · Cited by 1
“…exposed to uncontrollable stress is nothing more than “species typical” behavior (they are actually testing more complex hypotheses when the simple solutions do not work), whereas it is the rodents exposed to controllable stress who learn that they can exercise control (Maier & Seligman, 2016).”
Vaasjo, L. O., & Miller, M. W. (2024) · Journal of Neurophysiology · doi:10.1152/jn.00390.2023 · Cited by 1
Reed, C. H., Tystahl, A. C., Eo, H., Buhr, T. J., Bauer, E. E., Lee, J. H., Clark, P., & Valentine, R. J. (2024) · Biomolecules · doi:10.3390/biom14050527 · Cited by 2
“The uncontrollable tail shock paradigm was chosen because it is one of the most comprehensively investigated in stress physiology (for review, see [31]) and results in rodent physiological and behavioral outcomes that have been likened to PTSD [32,41].”
BackgroundNassan, M. M. (2024) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000399 · Cited by 1
Integrativer Ansatz zum Stress
Tafet, G. E. (2024) · Springer eBooks · doi:10.1007/978-3-031-58285-1_5 · Cited by 1
Learned Helplessness of the Faculties of Higher Education
Saha, B., Karmakar, P., & Adhikari, S. (2024) · International Journal For Multidisciplinary Research · doi:10.36948/ijfmr.2024.v06i04.25639 · Cited by 1
“They then stop trying to change and accept their fate (Maier & Seligman, 2016).”
BackgroundAvanços na compreensão das bases neurais da regulação emocional – Revisão narrativa
Silva, W. D. S. (2024) · Research Society and Development · doi:10.33448/rsd-v13i8.46553 · Cited by 1
Contextual considerations for the neuropsychological assessment of pediatric mTBI.
Ignacio, D. A., & Babikian, T. (2024) · Journal of Pediatric Neuropsychology · doi:10.1007/s40817-024-00170-y · Cited by 1
“…control with activation of the medial prefrontal cortex to strengthen top-down circuitry to change future expectations of bad events from permanent and uncontrollable to temporary and controllable through guided and directed therapeutic interventions has shown promise (Maier & Seligman, 2016).”
Nguyen, Q. D., Kaiser, R. H., & Snyder, H. R. (2025) · Anxiety Stress & Coping · doi:10.1080/10615806.2025.2450308 · Cited by 1
“…uncontrollability stems from learned helplessness and hopelessness theories (Abramson et al., 1978; Maier & Seligman, 1976), which proposed that stressors perceived as uncontrollable precipitate learned helplessness/hopelessness and depressed affect (see Maier & Seligman, 2016 for a revised view).”
Cai, Y., Sun, H., & Wu, J. (2024) · doi:10.1109/ieem62345.2024.10856991 · Cited by 1
Hawley, C. E., Armstrong, A. J., Oertle, K. M., Davis-Walton, J., & Aldrich, W. (2025) · Journal of Applied Rehabilitation Counseling · doi:10.1891/jarc-2025-0010 · Cited by 1
Totty, K. W., & Soren, A. (2016) · ScholarlyCommons (University of Pennsylvania) · doi:10.13140/rg.2.2.18621.56809 · Cited by 1
Volkova, O. V. (2017) · Sibirskiy psikhologicheskiy zhurnal · doi:10.17223/17267080/66/5 · Cited by 1
Coleman, R. A., & Fulford, M. (2020) · Food Ethics · doi:10.1007/s41055-020-00070-9 · Cited by 1
Survivor Coping: Theories and Research About Reactions to All Types of Victimization
Frieze, I. H., Newhill, C. E., & Fusco, R. A. (2020) · Springer eBooks · doi:10.1007/978-3-030-42608-8_3 · Cited by 1
The influence of the family on the formation of eating and weight disorders
Shebanova, V., & Yablonska, T. (2019) · Current Problems of Psychiatry · doi:10.2478/cpp-2019-0021 · Cited by 1
Neurocomputational mechanism of controllability inference under a multi-agent setting
Kim, J., Lee, S. W., Yoon, S., Park, H., & Jeong, B. (2021) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1009549 · Cited by 1
“Therefore, many single-agent studies, including animal studies, have shown that if an agent’s own action does not seem to reliably change the environment, they exhibit learned helplessness behavior [3].”
BackgroundInfluentialHartanto, G., & Thorwart, A. (2022) · Learning and Motivation · doi:10.1016/j.lmot.2022.101781 · Cited by 1
Group differences in agency modulate error monitoring
Bauer, E., & MacNamara, A. (2022) · Psychophysiology · doi:10.1111/psyp.14011 · Cited by 1
Jarbin, H., Saldeen, A.-S., & Forslund, C.-M. (2022) · Case Reports in Psychiatry · doi:10.1155/2022/2258180 · Cited by 1
“This concept is in line with an update in psychobiological research on helplessness as a basic default mechanism when all other options from a subjective point of view seem exhausted [16].”
BackgroundResultTafet, G. E. (2022) · Springer eBooks · doi:10.1007/978-3-031-00864-1_4 · Cited by 1
Mental Health in the Time of Coronavirus Disease 2019
Covino, N. A. (2022) · The Journal for Nurse Practitioners · doi:10.1016/j.nurpra.2022.07.004 · Cited by 1
Portalés, C. T., Vidal-Arenas, V., Ortet-Walker, J., & Ibáñez, M. I. (2022) · Àgora de salut · doi:10.6035/agorasalut.2022.8.18 · Cited by 1
What Teachers Need to Know About Promoting Student Motivation to Learn
Patrick, H. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0059 · Cited by 3
Urdan, T. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0043 · Cited by 2
Good Versus Bad Motivation? Avoiding the Lure of False Dichotomies
Alexander, P. A. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0023 · Cited by 2
Gaps in Contemporary Motivation Research
Martin, A. J., & Burns, E. C. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0062 · Cited by 3
Harnessing Biopsychology and Mobile Technology to Develop Motivation Science in the Next Decade
Martin, A. J., Burns, E. C., Kennett, R., & Pearson, J. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0071 · Cited by 4
The Uneasy Relationship Between Conscious and Non-Conscious Motivation
Urdan, T. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0032 · Cited by 1
Insights Gained from Controversy 3
Bong, M., Reeve, J., & Kim, S. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780197662359.003.0024 · Cited by 1
Comprendre et soutenir notre jeunesse dans un monde incertain
Konan, J. (2023) · Cortica · doi:10.26034/cortica.2023.4234
Subjective Beliefs In, Out, and About Control: A Quantitative AnalysisPreprint
Mancinelli, F., Roiser, J. P., & Dayan, P. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.05.27.115998 · Cited by 1
Stolz, D. S., Müller‐Pinzler, L., Krach, S., & Paulus, F. M. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/637207 · Cited by 1
Benko, E., Babnik, K., & von Humboldt, S. (2021) · Springer eBooks · doi:10.1007/978-3-030-22009-9_75 · Cited by 1
Ligneul, R. (2018) · Springer eBooks · doi:10.1007/978-3-319-16999-6_165-1 · Cited by 2
Choice seeking is motivated by the intrinsic need for personal controlPreprint
Munuera, J., Agost, M. R., Bendetowicz, D., Kérébel, A., Chambon, V., & Lau, B. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.09.20.508669 · Cited by 1
Sedlinská, T., Bolte, L., Melsæter, E., et al. (2022) · doi:10.31234/osf.io/9v5sy · Cited by 1
Duque, M., Chen, A., Hsu, E. T., Narayan, S., Rymbek, A., Begum, S., Saher, G., Cohen, A. E., Olson, D. E., Prober, D. A., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.12.29.522099 · Cited by 1
Praise for Compassionate Reasoning
Gopin, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780197537923.002.0001 · Cited by 1
Koolschijn, R. S., Polner, B., Hoomans, J. M., Cools, R., Vassena, E., & den Ouden, H. E. M. (2024) · doi:10.31234/osf.io/2u46e · Cited by 1
Metadata
- Authors
- Maier, S. F., & Seligman, M. E. P.
- Venue
- Psychological Review
- Published
- 2016-07
- Volume
- 123
- Issue
- 4
- Pages
- 349-367
- ISSN
- 0033-295X (ISSN-L)
- 1939-1471
- PMC
- PMC4920136
- OpenAlex
- W2471673808
- Cited by
- 1,031
- References
- 100
- Citations by year
- 2026: 152 · 2025: 153 · 2024: 115 · 2023: 165 · 2022: 105 · 2021: 106 · 2020: 97 · 2019: 66 · 2018: 43 · 2017: 22 · 2016: 5
- FWCI
- 18.45
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Psychological Review (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (MH050479)
- John Templeton Foundation (37495; 37494)
- Robert Wood Johnson Foundation (63597; 68709)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- learned helplessness, medial prefrontal cortex, ventromedial prefrontal cortex, passivity, depression treatment, aversive stimulation, escape behavior
- MeSH terms
- Amygdala, Animals, Anxiety, Avoidance Learning, Helplessness, Learned, Humans, Hypothalamo-Hypophyseal System, Learning, Pituitary-Adrenal System, Psychological Theory, Serotonin, Prefrontal Cortex, Dorsal Raphe Nucleus
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-09-28, under version 3 of the claim definition (prompt extract-v3).
A second model labelled each claim on 2026-09-28 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review