Positive affect increases the breadth of attentional selection
Open accessAbstract
The present study examined the thesis that positive affect may serve to broaden the scope of attentional filters, reducing their selectivity. The effect of positive mood states was measured in two different cognitive domains: semantic search (remote associates task) and visual selective attention (Eriksen flanker task). In the conceptual domain, positive affect enhanced access to remote associates, suggesting an increase in the scope of semantic access. In the visuospatial domain, positive affect impaired visual selective attention by increasing processing of spatially adjacent flanking distractors, suggesting an increase in the scope of visuospatial attention. During positive states, individual differences in enhanced semantic access were correlated with the degree of impaired visual selective attention. These findings demonstrate that positive states, by loosening the reins on inhibitory control, result in a fundamental change in the breadth of attentional allocation to both external visual and internal conceptual space.
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TL;DR
Positive mood broadened attentional selection across semantic and visuospatial domains, increasing remote-associate access while impairing selective visual attention to flanking distractors. Individual differences in these two effects were correlated during positive mood, suggesting a common relaxation of inhibitory control.
Key findings
- Positive mood increased correct solutions on the remote associates task (RAT): happy mood \(M = 6.08\), \(SD = 3.16\), versus sad mood \(M = 5.17\), \(SD = 3.40\), \(t = 2.16\), \(P = 0.04\), and neutral mood \(M = 4.75\), \(SD = 2.64\), \(t = 2.30\), \(P = 0.031\); sad versus neutral was not reliable (\(P = 0.50\)).
- Positive mood increased Eriksen flanker interference: mood × compatibility interaction \(F(2,46) = 3.86\), \(P < 0.03\), with greater incompatibility effects under positive mood than neutral (\(F(1,46) = 6.56\), \(P < 0.02\)) and sad mood (\(F(1,46) = 4.90\), \(P < 0.04\)); sad and neutral did not differ (\(F < 1\)).
- Positive mood maintained flanker interference at far distractor distances: three-way spacing × compatibility × mood interaction \(F(4,92) = 3.43\), \(P < 0.02\). Under neutral mood, far-distance compatibility effect was not significant (\(F(1,92) < 1\)); under positive mood, far incompatible flankers still produced pronounced interference (\(F(1,92) = 31.12\), \(P < 0.0001\)). During positive mood, far incompatible distractors (\(M = 498\) ms) were statistically equivalent to near distractors under neutral (\(M = 491\)) and negative (\(M = 501\)) mood (\(P > 0.3\)).
- During positive mood, RAT performance correlated with flanker incompatibility slowing (\(r = 0.49\), \(P < 0.02\), after removing 2 response-time outliers >4 SDs); no significant correlations under neutral (\(r = -0.09\)) or negative mood (\(r = 0.10\)).
Methods
- Within-subject experiment with 24 university students (12 female), tested between 11 a.m. and 1 p.m. Mood was induced by happy music (jazzed-up Bach Brandenburg Concerto No. 3), sad music (Prokofiev’s Alexander Nevsky: Russia under the Mongolian Yoke at half speed), or neutral reading about Canada; participants rated valence and arousal on a nine-point scale at four time points.
- RAT: three lists of 16 moderately difficult word triads from Mednick et al., counterbalanced across mood conditions; participants gave one-word solutions aloud within 30 sec per triad.
- Flanker task: central target letters flanked by compatible or incompatible letters at near, medium, or far spacing (0, 1, or 2 letter widths); 36 practice trials, then 96 randomly presented trials per block with ISIs of 500, 700, or 800 ms. Analyses used repeated-measures ANOVA on correct trials only; RTs >1,000 ms were treated as incorrect and excluded; accuracy was 93.6%.
Limitations
- Stated: The authors note that sad mood did not produce the opposite effect of positive mood; they suggest mild melancholic music-induced states may not be exclusively aversive and may reflect mixed-feeling states, and that anxiety- or fear-related states may be necessary for attentional narrowing.
- Evident: The sample was small and limited to 24 university students tested at a restricted time of day, so generalizability is unclear.
- Evident: The RAT–flanker correlation is an individual-differences, correlational finding under positive mood only; the proposed common inhibitory-control origin is inferential rather than directly measured.
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- Findingown data§ Results
Positive moods resulted in greater flanker interference relative to both sad and neutral moods.
“Consistent with the hypothesized influence of positive affect on visual selective attention, positive moods resulted in greater flanker interference relative to both sad and neutral moods (Fig. 2b).”
Quote in the paperSubstantial claim - Findingown data§ Results
On incompatible distractor trials, positive moods resulted in pronounced slowing relative to both sad and neutral moods.
“Focused analyses on incompatible distractor trials demonstrated that positive moods resulted in pronounced slowing relative to both sad [F(1, 46) = 30.37, P < 0.0001] and neutral mood [F(1, 46) = 39.41, P < 0.0001].”
Quote in the paperSubstantial claim - Findingown data§ Results
More RAT problems were correctly solved in happy mood than in sad or neutral mood.
“Significantly more RAT problems were correctly solved when participants were in a happy [mean (M) = 6.08, SD = 3.16] compared with sad (M = 5.17, SD = 3.40, t = 2.16, P = 0.04) or neutral (M = 4.75, SD = 2.64, t = 2.30, P = 0.031) mood.”
Quote in the paperSubstantial claim - Findingown data§ Results
Under positive mood, far incompatible flankers maintained pronounced and greatest interference relative to compatible flankers.
“By contrast, under positive mood, far incompatible flankers maintained pronounced and greatest interference relative to compatible flankers [F(1, 92) = 31.12, P < 0.0001; Fig. 3d].”
Quote in the paperSubstantial claim - Findingown data§ Results
Mood valence ratings differed significantly depending on induction phase.
“Valence ratings differed significantly depending on induction phase [F(3, 66) = 28.22, P < 0.001].”
Quote in the paperSubstantial claim
- Findingown data§ Results
The effect of spacing on flanker compatibility was influenced by mood.
“A significant three-way interaction revealed that the effect of spacing on flanker compatibility was influenced by mood [F(4, 92) = 3.43, P < 0.02].”
Quote in the paperSubstantial claim - Findingown data§ Discussion
Sad mood did not result in the opposite influence of positive mood.
“We did not, however, observe that sad mood resulted in the opposite influence of positive mood (6).”
Quote in the paperNot a substantial claim - Findingown data§ Results
Positive music induction increased positive affect.
“Positive and sad music induction increased and decreased positive affect, respectively (Fig. 1).”
Quote in the paperSubstantial claim - Findingown data§ Results
Positive moods resulted in greater incompatibility effects relative to neutral and sad moods.
“A focused test on the interaction revealed that positive moods resulted in greater incompatibility effects relative to neutral [F(1, 46) = 6.56, P < 0.02] and sad moods [F(1, 46) = 4.90, P < 0.04].”
Quote in the paperSubstantial claim - Findingown data§ Results
During positive mood, the number of remote associates correctly identified correlated with slowed response times associated with flanker incompatibility (r = 0.49, P < 0.02).
“After removal of 2 response time outliers (>4 SDs), a significant correlation was found between the number of remote associates correctly identified and slowed response times associated with flanker incompatibility (incompatible minus compatible) (r = 0.49, P < 0.02; Fig. 2c).”
Quote in the paperSubstantial claim - Findingown data§ Results
RAT performance did not differ reliably between sad and neutral mood.
“The sad vs. neutral difference was not reliable (P = 0.50).”
Quote in the paperNot a substantial claim - Findingown data§ Results
Under neutral mood, the flanker compatibility effect at the far distance was no longer significant.
“Critically, under neutral mood, the effect of flanker compatibility at the far distance was no longer significant [F(1, 92) < 1], consistent with abolished processing of flanker content (Fig. 3b).”
Quote in the paperSubstantial claim - Findingown data§ Results
Even as flanker eccentricity increased, positive mood resulted in pronounced slowing relative to negative and neutral moods.
“Even as flanker eccentricity increased, positive mood resulted in pronounced slowing relative to negative and neutral moods (Fig. 3 b–d).”
Quote in the paperSubstantial claim - Findingown data§ Results
Positive mood was associated with increased access to remote semantic associations.
“Consistent with a broader spread of semantic activation, positive mood was associated with increased access to remote semantic associations (Fig. 2a).”
Quote in the paperSubstantial claim - Findingown data§ Results
Sad and neutral moods did not differ in incompatibility effects.
“Sad and neutral moods did not differ (F < 1).”
Quote in the paperSubstantial claim - Findingown data§ Results
During positive mood, incompatible distractors at far distances resulted in response times statistically equivalent to near distractors during neutral and negative mood.
“Further illustrative of the importance of mood relative to flanker distance, during positive mood, incompatible distractors at far distances (M = 498 ms) resulted in statistically equivalent response times to near distractors during neutral (M = 491) and negative (M = 501) mood (P > 0.3).”
Quote in the paperNot a substantial claim - Findingown data§ Results
The flanker compatibility effect was reduced with greater flanker distance; near versus far spacing showed a 45% reduction.
“The effect of flanker spacing interacted with flanker compatibility [F(2, 46) = 4.69, P < 0.02] such that compatibility effects were reduced with greater flanker distance, with near versus far spacing revealing a 45% reduction in the effect of flanker compatibility.”
Quote in the paperNot a substantial claim - Findingown data§ Results
Responses to incompatible flanker trials were slower than to compatible trials.
“A highly reliable main effect of flanker compatibility [F(1, 23) = 410.91, P < 0.0001] revealed that responses to incompatible trials (M = 487.56, SD = 15.75) were slower than compatible (M = 457.68, SD = 14.62) flanker trials.”
Quote in the paperSubstantial claim - Findingown data§ Results
The correlation between RAT and flanker performance was not present under neutral or negative moods.
“This finding did not reflect a more general association between RAT and flanker performance, or generalization to negative affective states, as indicated by the lack of significant correlation under neutral (r = −0.09) and negative moods (r = 0.10).”
Quote in the paperSubstantial claim - Findingown data§ Results
RAT performance depended on mood.
“A main effect of mood [F(2, 46) = 3.56, P = 0.04] revealed that RAT performance depended on mood.”
Quote in the paperSubstantial claim - Findingown data§ Results
Sad music induction decreased positive affect.
“Positive and sad music induction increased and decreased positive affect, respectively (Fig. 1).”
Quote in the paperSubstantial claim - Findingown data§ Results
Response times at near spacing were slower than at medium and far spacing.
“There was also a main effect of spacing [F(2, 46) = 54.75, P < 0.0001] with response times at near (M = 491.25, SD = 16.12) significantly slower than both medium [M = 462.07, SD = 13.92, F(1, 23) = 89.00, P < 0.0001] and far [M = 464.54, SD = 15.61, F(1, 23) = 74.60, P < 0.0001] levels of spacing.”
Quote in the paperNot a substantial claim - Premisecitation§ Abstract
Affective states are associated with changes in attention that may affect differentially perception and cognition.
“Converging evidence suggests that affective states are associated with changes in attention that may affect differentially perception and cognition (e.g., refs. 1–7).”
Quote in the paperSubstantial claim0 of 7 sources checked- cites [1] Anderson AK. J Exp Psychol Gen. 2005;134:258–281. doi: 10.1037/0096-3445.134.2.258. [DOI] [PubMed] [Google Scholar] source
Not checked in the free run.
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- Premisecitation§ Abstract
On the RAT, people are more likely to solve unusual word associations when in a positive, compared with negative or neutral, mood.
“For example, on the remote associates task (RAT; ref. 20), a test of creative problem solving, people are more likely to solve unusual word associations when they are in a positive, compared with negative or neutral, mood (16, 18, 19, 21).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [16] Bolte A, Goschke T, Kuhl J. Psychol Sci. 2003;14:416–421. doi: 10.1111/1467-9280.01456. [DOI] [PubMed] [Google Scholar] source
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Not checked in the free run.
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Not checked in the free run.
- Premisecitation§ Abstract
Positive affect is linked to a creative and more generative mindset that results in greater cognitive flexibility across diverse situations.
“Consistent with such views, a robust and widely confirmed finding is that positive affect is linked to a creative and more generative mindset that results in greater cognitive flexibility across diverse situations, including medical diagnosis (13, 14), industrial negotiations (15), intuitive judgments (16), decision making (17), and creative problem-solving tasks (18, 19).”
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- Interpretationreasoning§ Discussion
Enhanced RAT performance indicates positive affect did not decrease effort or primary task engagement.
“Enhanced RAT performance indicates positive affect did not decrease effort or primary task engagement.”
Quote in the paperNot a substantial claim - Premisecitation§ Abstract
Selective attention is associated with the inhibitory filtering of task-irrelevant distraction.
“As selective attention is associated with the inhibitory filtering of task-irrelevant distraction (36), increased attentional breadth would be reflected in a decreased capacity to inhibit processing of spatially adjacent irrelevant information.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [36] Friedman NP, Miyake A. J Exp Psychol Gen. 2004;133:101–135. doi: 10.1037/0096-3445.133.1.101. [DOI] [PubMed] [Google Scholar] source
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- Interpretationreasoning§ Discussion
The easing of inhibitory control alters the quality of attention, resulting in a shift from a narrow focused state to a more broad and diffuse attentional focus.
“Rather, we suggest the easing of inhibitory control alters the quality of attention, resulting in a shift from a narrow focused state to a more broad and diffuse attentional focus.”
Quote in the paperSubstantial claim - Interpretationown data§ Abstract
Positive states, by loosening the reins on inhibitory control, result in a fundamental change in the breadth of attentional allocation to both external visual and internal conceptual space.
“These findings demonstrate that positive states, by loosening the reins on inhibitory control, result in a fundamental change in the breadth of attentional allocation to both external visual and internal conceptual space.”
Quote in the paperSubstantial claim- Rests on an assumption: The RAT and flanker tasks tap putatively different cognitive domains, so a correlation between them reflects a common underlying influence rather than shared task demands.
- Interpretationown data§ Discussion
The broadening in informational access is not restricted to beneficial search for semantically distant associations; it extends to a detrimental influence on visuospatial selective attention.
“We show here this broadening in informational access is not restricted to its beneficial search for semantically distant associations. It extends to a detrimental influence on visuospatial selective attention.”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Attention has a measurable spatial scope.
“Although attention can act in ways unlike a spotlight (e.g., refs. 32–34), more than just a metaphor, convergent physiological evidence from the extent of activation in primary visual cortex suggests that attention does have a measurable spatial scope (35).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Brefczynski JA, DeYoe EA. Nat Neurosci. 1999;2:370–374. doi: 10.1038/7280. [DOI] [PubMed] [Google Scholar] source
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- Study design and conductown data§ Results
Subjective arousal did not differ across mood induction phases.
“By contrast, the overall level of subjective arousal of participants was consistent with a moderate level of alertness that did not differ across mood induction phase [F(3, 66) < 1].”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Attentional state influences the scope of semantic access.
“Attentional state has been shown to influence the scope of semantic access (41, 42).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [41] Stickgold R, Scott L, Rittenhouse C, Hobson JA. J Cogn Neurosci. 1999;11:182–193. doi: 10.1162/089892999563319. [DOI] [PubMed] [Google Scholar] source
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- Classified as probably not a substantial claim. 9
- May combine two claims. 6
Classified as probably not a substantial claim. May combine two claims.
Premisecitation§ AbstractThe broaden-and-build theory suggests that a primary function of positive emotions is to broaden people's thought-action repertoires, increasing flexibility and enhancing global scope.
“Within the emerging field of positive psychology, the “broaden-and-build” theory suggests that a primary function of positive emotions is to broaden people's thought-action repertoires (11, 12), increasing their flexibility and enhancing their global scope.”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ AbstractAttentional processes depend on inhibitory control, such as suppression of irrelevant information and response inhibition.
“Attentional processes are those aspects of cognition that allow the control of perception, thought, and behavior and are generally acknowledged to depend on inhibitory control, such as suppression of irrelevant information and response inhibition (8).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Hasher L, Lustig C, Zacks RT. In: Variation in Working Memory. Conway ARA, Jarrold C, Kane MJ, Miyake A, Towse JN, editors. New York: Oxford Univ Press; in press. [Google Scholar]
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May combine two claims.
Interpretationreasoning§ DiscussionPositive moods facilitate tasks requiring a more global and encompassing style of information processing, such as in the RAT, but impair those calling for a narrow, focused style, such as selective visual attention.
“Positive moods thus facilitate tasks requiring a more global (24) and encompassing style of information processing, such as in the RAT, but impair those calling for a narrow, focused style, such as selective visual attention.”
Quote in the paperSubstantial claim- Rests on an assumption: The RAT and flanker tasks tap putatively different cognitive domains, so a correlation between them reflects a common underlying influence rather than shared task demands.
Classified as probably not a substantial claim. May combine two claims.
Study design and conductcitation§ Materials and MethodsThree lists of 16 moderately difficult word problems were chosen from Mednick et al.'s RAT task and counterbalanced between mood manipulations.
“Three lists of 16 moderately difficult word problems were chosen from Mednick et al.'s (20) RAT task and counterbalanced between mood manipulations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Mednick MT, Mednick SA, Mednick EV. J Abnorm Psychol. 1964;69:84–88. doi: 10.1037/h0045994. [DOI] [PubMed] [Google Scholar]
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ DiscussionThe result of altered capacity for attentional selection is a broadening of thought-action routines, engendering a broad exploratory rather than narrow vigilant processing mode.
“The result of this altered capacity for attentional selection is a broadening of thought-action routines (11), engendering a broad exploratory (11, 18, 55) rather than narrow vigilant processing mode (25, 56).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [11] Fredrickson BL. Am Psychol. 2001;56:218–226. doi: 10.1037//0003-066x.56.3.218. [DOI] [PMC free article] [PubMed] [Google Scholar] source
Not checked in the free run.
- cites [18] Isen AM, Daubman KA, Nowicki GP. J Pers Soc Psychol. 1987;52:1122–1131. doi: 10.1037//0022-3514.52.6.1122. [DOI] [PubMed] [Google Scholar] source
Not checked in the free run.
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Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ Materials and MethodsAll participants were tested between 11 a.m. and 1 p.m., in the middle of the peak and off-peak periods of their circadian cycle.
“All participants were tested between 11 a.m. and 1 p.m., in the middle of the peak and off-peak periods of their circadian cycle (for a review of circadian arousal patterns, see ref. 57).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Hasher L, Goldstein D, May CP. In: Human Learning and Memory: Advances in Theory and Application. Izawa C, Ohta N, editors. Mahwah, NJ: Erlbaum; 2005. pp. 119–217. [Google Scholar]
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ DiscussionPositive affect may represent a fundamental shift in information processing style, reflecting a relaxation of inhibitory control and reducing the tendency to narrowly focus attention across disparate informational domains.
“As such, positive affect may represent a fundamental shift in information processing style, reflecting a relaxation of inhibitory control and, thereby, reducing the tendency to narrowly focus attention across disparate informational domains.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisecitation§ AbstractFlanker interference decreases with increasing distance from the central target.
“Also consistent with the spatially limited scope of attentional focus, previous research has found that flanker interference decreases with increasing distance from the central target, despite response competition demands remaining constant (39, 40).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [39] Eriksen BA, Eriksen CW. Percept Psychophys. 1974;16:143–149. [Google Scholar] source
Not checked in the free run.
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Not checked in the free run.
May combine two claims.
Interpretationcitation§ DiscussionPositive mood reflects a global relaxation of inhibitory control, resulting in an altered capacity for selective attention from early perceptual to later postsemantic levels of analysis.
“We suggest that positive mood reflects a global relaxation of inhibitory control (8, 36), resulting in an altered capacity for selective attention from early perceptual to later postsemantic levels of analysis.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [8] Hasher L, Lustig C, Zacks RT. In: Variation in Working Memory. Conway ARA, Jarrold C, Kane MJ, Miyake A, Towse JN, editors. New York: Oxford Univ Press; in press. [Google Scholar]
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- cites [36] Friedman NP, Miyake A. J Exp Psychol Gen. 2004;133:101–135. doi: 10.1037/0096-3445.133.1.101. [DOI] [PubMed] [Google Scholar] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ Materials and MethodsThe order of task presentation was counterbalanced between moods and participants.
“The order of task presentation (RAT first or Flanker first) was counterbalanced between moods that, in turn, were counterbalanced between participants.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ Materials and MethodsThe mood selections have been validated in previous mood research.
“These selections have been validated in previous mood research (e.g., refs. 58 and 59).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [58] Green JD, Sedikides C, Saltzberg JA, Wood JV, Forzano LA. Br J Soc Psychol. 2003;42:147–157. doi: 10.1348/014466603763276171. [DOI] [PubMed] [Google Scholar] source
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Classified as probably not a substantial claim.
Premisecitation§ AbstractAttention can be either narrowly focused or more widely distributed to include surrounding stimuli.
“For example, attention has been compared with the beam from a spotlight (28, 29) or to the zoom lens of a camera (30, 31), suggesting that attention can be either narrowly focused or more widely distributed to include surrounding stimuli.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [28] LaBerge D. J Exp Psychol Hum Percept Perform. 1983;9:371–379. doi: 10.1037//0096-1523.9.3.371. [DOI] [PubMed] [Google Scholar] source
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Not checked in the free run.
Classified as probably not a substantial claim.
Premisecitation§ AbstractPositive mood is associated with greater global or holistic processing versus local processing.
“Preliminary evidence for this assertion comes from studies examining global precedence, whereby positive mood is associated with greater global or holistic processing (i.e., seeing the forest before the trees) versus local processing (i.e., the trees before the forest) (23, 24).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [23] Basso MR, Schefft BK, Ris MD, Dember WN. J Int Neuropsychol Soc. 1996;2:249–255. doi: 10.1017/s1355617700001193. [DOI] [PubMed] [Google Scholar] source
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The paper relies on this without support.
The role of positive affect on attention is underappreciated.
“Although the interaction between negative affect and attention is an active focus of research, including attentional biases in affective disorders such as anxiety or depression (e.g., ref. 4), much less is appreciated regarding the role positive affect and well-being may have on attention.”
The paper relies on this without support.
The RAT and flanker tasks tap putatively different cognitive domains, so a correlation between them reflects a common underlying influence rather than shared task demands.
“Although these tasks tap putatively different domains of cognitive function, individual differences in performance during positive mood may reveal a common underlying influence on information processing.”
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?
Sad mood, compared with positive mood, is linked to more focused attention and less creative thinking.
“Indeed, there is evidence that sad compared with positive mood is associated with a more focused attention and less creative thinking (Rowe, Hirsh, & Anderson, 2007).”
From Understanding depressive rumination from a cognitive science perspective: The impaired disengagement hypothesis (2011) · cites this paper as Rowe, Hirsh, & Anderson, 2007
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
Inconsistent p-value: F(2, 23) = 3.09, p < .06
MinorThe paper reports p < .06 here; recomputing from the test statistic and its degrees of freedom gives p = .065. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p < .06 · recomputed p = .065
“F(2, 23) = 3.09, P < 0.06”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upF(2, 23) = 3.09reported p < .06 · recomputed p = .065
“F(2, 23) = 3.09, p < .06”
- ConsistentF(3, 66) = 28.22reported p < .001 · recomputed p < .001
“F(3, 66) = 28.22, p < .001”
- Consistentt(66) = 1.57reported p > .12 · recomputed p = .121
“t (66) = 1.57, p > .12”
- Consistentt(66) = 4.81reported p < .001 · recomputed p < .001
“t (66) = 4.81, p < .001”
- Consistentt(66) = -4.23reported p < .001 · recomputed p < .001
“t (66) = −4.23, p < .001”
- ConsistentF(2, 46) = 3.56reported p = .04 · recomputed p = .037
“F(2, 46) = 3.56, p = .04”
- ConsistentF(1, 23) = 410.91reported p < .0001 · recomputed p < .001
“F(1, 23) = 410.91, p < .0001”
- ConsistentF(2, 46) = 54.75reported p < .0001 · recomputed p < .001
“F(2, 46) = 54.75, p < .0001”
- ConsistentF(1, 23) = 89reported p < .0001 · recomputed p < .001
“F(1, 23) = 89.00, p < .0001”
- ConsistentF(1, 23) = 74.6reported p < .0001 · recomputed p < .001
“F(1, 23) = 74.60, p < .0001”
- ConsistentF(2, 46) = 4.69reported p < .02 · recomputed p = .014
“F(2, 46) = 4.69, p < .02”
- ConsistentF(2, 46) = 3.86reported p < .03 · recomputed p = .028
“F(2, 46) = 3.86, p < .03”
- ConsistentF(1, 46) = 6.56reported p < .02 · recomputed p = .014
“F(1, 46) = 6.56, p < .02”
- ConsistentF(1, 46) = 4.9reported p < .04 · recomputed p = .032
“F(1, 46) = 4.90, p < .04”
- ConsistentF(1, 46) = 30.37reported p < .0001 · recomputed p < .001
“F(1, 46) = 30.37, p < .0001”
- ConsistentF(1, 46) = 39.41reported p < .0001 · recomputed p < .001
“F(1, 46) = 39.41, p < .0001”
- ConsistentF(4, 92) = 3.43reported p < .02 · recomputed p = .012
“F(4, 92) = 3.43, p < .02”
- ConsistentF(1, 92) = 31.12reported p < .0001 · recomputed p < .001
“F(1, 92) = 31.12, p < .0001”
- ConsistentF(1, 92) = 10.93reported p < .002 · recomputed p = .001
“F(1, 92) = 10.93, p < .002”
- ConsistentF(1, 46) = 31.12reported p < .0001 · recomputed p < .001
“F(1, 46) = 31.12, p < .0001”
- ConsistentF(1, 46) = 40.07reported p < .0001 · recomputed p < .001
“F(1, 46) = 40.07, p < .0001”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Incorrect denominator degrees of freedom for the mood main effect
MinorThe flanker analysis describes mood as a three-level within-subject factor, with 24 participants. Its uncorrected main-effect test should therefore have denominator degrees of freedom (3 − 1) × (24 − 1) = 46, not 23; the other reported mood-related test uses 46.
Reported 23 · recomputed 46
“There was a marginal overall slowing on positive relative to both sad and neutral moods [F(2, 23) = 3.09, P < 0.06]”
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Balleyer, A. H., & Fennis, B. M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.685552 · Cited by 15 · see citing works
- Authors
- Rowe, G., Hirsh, J. B., & Anderson, A. K.
- Affiliations
- University of Toronto (CA)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2007-01-02
- Volume
- 104
- Issue
- 1
- Pages
- 383-388
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1765470
- OpenAlex
- W2012035200
- Semantic Scholar
- b1618e1ef4c93aea1419fcfcfbab5310880a69df
- Cited by
- 1,051
- References
- 66
- Citations by year
- 2026: 35 · 2025: 42 · 2024: 61 · 2023: 33 · 2022: 75 · 2021: 58 · 2020: 57 · 2019: 57 · 2018: 53 · 2017: 58 · 2016: 58 · 2015: 73 · 2014: 79 · 2013: 87 · 2012: 59
- FWCI
- 9.06
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- positive affect, mood, selective attention, attentional breadth, remote associates task, semantic access, flanker task, visual selective attention, inhibitory control, individual differences, conceptual space, visuospatial attention
- MeSH terms
- Adult, Affect, Attention, Female, Humans, Male, Semantics, Task Performance and Analysis
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-07.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.
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 ›
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