How to handle anxiety: The effects of reappraisal, acceptance, and suppression strategies on anxious arousal
Open accessAbstract
It has been suggested that reappraisal strategies are more effective than suppression strategies for regulating emotions. Recently, proponents of the acceptance-based behavior therapy movement have further emphasized the importance of acceptance-based emotion regulation techniques. In order to directly compare these different emotion regulation strategies, 202 volunteers were asked to give an impromptu speech in front of a video camera. Participants were randomly assigned to one of three groups. The Reappraisal group was instructed to regulate their anxious arousal by reappraising the situation; the Suppression group was asked to suppress their anxious behaviors; and the Acceptance group was instructed to accept their anxiety. As expected, the Suppression group showed a greater increase in heart rate from baseline than the Reappraisal and Acceptance groups. Moreover, the Suppression group reported more anxiety than the Reappraisal group. However, the Acceptance and Suppression groups did not differ in their subjective anxiety response. These results suggest that both reappraising and accepting anxiety is more effective for moderating the physiological arousal than suppressing anxiety. However, reappraising is more effective for moderating the subjective feeling of anxiety than attempts to suppress or accept it. © 2009 Elsevier Ltd. All rights reserved.
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Claims the paper makes
1 of 24 cited sources checked · 1 supported · 0 flagged
- Study design and conductcitation
Replication of earlier results suggests the suppression manipulation was effective.
“We used similar instructions as Gross and colleagues to induce suppression (e.g., Gross & Levenson, 1997), and we replicated their earlier findings, suggesting that our experimental manipulation worked (Gross, 1998, 2002; Gross & Levenson, 1997).”
Quote in the paperSubstantial claim1 of 3 sources checked - Findingown data
Heart rate changes from baseline did not differ between the Acceptance and Reappraisal conditions.
“The Acceptance and Reappraisal groups did not differ from one another in heart rate changes from baseline (p > .81).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Findingown data
The proportion of participants who ended the speech early did not differ among the three conditions.
“Approximately half of the participants in all three groups (48.52% of the Reappraisal group, 47.76% of the Suppression group, and 58.20% of the Acceptance group) terminated the speech before the 10 minutes elapsed, χ2 (2) = 1.82, p > .4.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Findingown data
Speech length did not differ among the three conditions.
“The three groups did not differ in the length of speeches, F (2, 199) = 1.88, p > .15.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Findingreasoning
The between-group differences in absolute terms were modest.
“It should be noted, however, that the absolute differences between the groups were not very large.”
Quote in the paperNot a substantial claim
- Findingown data
Heart rate rose more from baseline in the Suppression condition than in the Reappraisal and Acceptance conditions.
“As expected, the Suppression group showed a greater increase in heart rate from baseline than the Reappraisal and Acceptance groups.”
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
“Pairwise post-hoc group comparisons (Least Square Difference) in the changes in heart rate from baseline revealed that the Suppression group had a significantly greater increase in heart rate than the Reappraisal group (mean difference: −1.57, SE = .73, p = .03) and the Acceptance group (mean difference: −1.75, SE = .73, p = .02).”
- Also stated in: § Discussion · plain
“As expected, the Suppression group showed a greater increase in heart rate from baseline than the Reappraisal and Acceptance groups.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
- Findingown data
Subjective anxiety did not differ between the Acceptance and Suppression conditions.
“However, the Acceptance and Suppression groups did not differ in their subjective anxiety response.”
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
“No significant differences were observed in STAI changes between the Acceptance and Suppression groups (mean difference: .90, SE = .66, p = .18)”
- Also stated in: § Discussion · plain
“However, the difference between the Acceptance group and the Suppression group in their subjective anxiety response did not reach statistical significance, despite the sufficiently high test power.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
- Findingown data
The Suppression condition reported greater anxiety than the Reappraisal condition.
“Moreover, the Suppression group reported more anxiety than the Reappraisal group.”
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
“Pairwise post-hoc group comparison (Least Square Difference) in the STAI changes from baseline showed that the Suppression group reported more anxiety than the Reappraisal group (mean difference: −1.77, SE = .67, p = .008).”
- Also stated in: § Discussion · plain
“Moreover, the Suppression group reported more anxiety than the Reappraisal group.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Also stated in: § Effect of Emotion Regulation on Psychophysiological Arousal · plain
- Findingown data
Subjective anxiety changes from baseline did not differ between the Acceptance and Reappraisal conditions.
“No significant differences were observed in STAI changes between the Acceptance and Suppression groups (mean difference: .90, SE = .66, p = .18), or between the Acceptance and Reappraisal groups (mean difference: .88, SE = .66, p = .19).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Interpretationreasoning
In this study, reappraisal was overall the best strategy for regulating anxious arousal.
“Thus, overall, reappraisal was the most effective strategy for regulating anxious arousal in the present study.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Interpretationreasoning
The large sample meant that even small changes could reach statistical significance.
“Due to the large sample size, not much change was needed to obtain statistically significant findings.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The experimental manipulations are only rough approximations of the targeted emotion regulation processes.
“Similarly, the experimental manipulations employed in this study to compare the different emotion regulation strategies are only rough approximations of the targeted emotion regulation processes.”
Quote in the paperNot a substantial claim - Study design and conductnone given
The study had no manipulation check.
“Another weakness was the lack of a manipulation check.”
Quote in the paperNot a substantial claim - Study design and conductnone given
The study had no control condition.
“This issue is related to another limitation of the study, namely the lack of a control condition.”
Quote in the paperNot a substantial claim - Interpretationown data
For subjective anxiety, reappraisal works better than either suppression or acceptance.
“However, reappraising is more effective for moderating the subjective feeling of anxiety than attempts to suppress or accept it.”
- Also stated in: § Discussion · plain
“However, the reappraisal strategy was more effective for moderating subjective feelings of anxiety than attempts to suppress or accept the emotional experience.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Also stated in: § Discussion · plain
- Study design and conductown data
The study had 90% power in its main analysis to detect a small effect (0.15) at p < .05.
“This sample size provided the main analysis with sufficient statistical test power (.90) to detect a small group difference (effect size: 0.15) at p < .05.”
- Also stated in: § Discussion · plain
“The sample size of 193 for the main analyses provided the main statistical test with sufficient power (.90) to detect an even small effect (effect size: 0.15) at p < .05.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · plain
- Premisecitation
Suppression strategies tend to backfire, producing a paradoxical rise in the unwanted experience and in physiological arousal.
“Studies have consistently shown that suppression strategies have counterproductive effects because they typically lead to a paradoxical increase in the unwanted experience and physiological arousal (Cioffi & Holloway, 1993; Gross, 1998; Gross & Levenson, 1997; Wegner & Gold, 1995; Wegner & Zanakos, 1994).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
Reappraisal and acceptance both moderate physiological arousal better than suppression does in an anxiety-provoking situation.
“These results suggest that both reappraising and accepting anxiety is more effective for moderating the physiological arousal than suppressing anxiety.”
- Also stated in: § Discussion · hedged
“These results suggest that both reappraisal and acceptance strategies are more effective than suppression for moderating the physiological arousal during an anxiety-provoking situation.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
- Also stated in: § Discussion · hedged
- Premisecitation
Antecedent-focused strategies tend to reduce negative emotion and physiological arousal when facing distressing emotional stimuli.
“In contrast, antecedent-focused emotion regulation strategies are relatively successful in decreasing negative emotion and physiological arousal, in response to distressing emotional stimuli (Gross, 1998; Gross & Levenson, 1997).”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductown data
Individual differences in participants' usual emotion regulation habits were not assessed.
“Finally, we did not account for any individual differences in the participants’ natural tendencies to use specific emotion regulation strategies.”
Quote in the paperNot a substantial claim - Study design and conductown data
Baseline heart rate was similar across the three conditions.
“Furthermore, no difference was observed in the mean heart rate of the three groups at baseline, F (2, 193) = 2.13, p = .12, partial η2 = 0.02.”
Quote in the paperNot a substantial claim - Interpretationreasoning
It is hard to connect these findings directly to ACT or CBT in clinical groups, since those interventions target long-term change.
“A direct link to contemporary treatment approaches (ACT vs. CBT) in clinical populations is difficult to make because these interventions are more concerned with long-term effects of adaptive emotion regulation strategies.”
Quote in the paperNot a substantial claim - Interpretationreasoning
With random assignment and a fairly large sample, systematic bias in the results is improbable.
“However, it is unlikely that our results are systematically biased given the random assignment of a relatively large group of individuals.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 12
- May combine two claims. 16
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataBaseline STAI scores were a little higher in Acceptance than in Reappraisal and Suppression; Reappraisal and Suppression were similar.
“However, the three groups showed a small, but statistically significant difference in the STAI scores at baseline, F (2, 193) = 3.06, p = .049, partial η2 = 0.03. Pairwise post-hoc group comparisons (Least Square Difference) showed that the Acceptance group had slightly higher STAI scores at baseline than the Reappraisal group (mean difference: −1.39, SE = .65, p = .034) and the Suppression group”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationReappraisal can be viewed as antecedent-focused, while suppression and possibly acceptance can be viewed as response-focused.
“Based on Gross’ model of emotional processing (Gross, 1998), reappraisal may be considered an antecedent-focused strategy, whereas suppression and possibly acceptance (Hofmann & Asmundson, 2008) may be seen as response-focused strategies.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationBecause they regulate emotion before it peaks, antecedent-focused strategies are thought to be more effective and less effortful than response-focused ones.
“It has been suggested that antecedent-focused strategies are more effective and less effortful than response-focused strategies because the emotional response can be regulated before it has risen to an overwhelming peak (John & Gross, 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites John & Gross, 2004 source
May combine two claims.
PremisecitationEifert and Heffner (2003) reported that acceptance led to lower fear intensity and fewer catastrophic thoughts than control or no-instruction conditions.
“Eifert and Heffner (2003) compared the effects of acceptance versus control strategies on the avoidance of panic-relevant interceptive stimulation, elicited by carbon dioxide enriched air. The authors reported that participants assigned to the acceptance condition reported less intense fear and fewer catastrophic thoughts as compared to participants in the control or non-instruction condition.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Eifert and Heffner (2003) source
May combine two claims.
InterpretationreasoningThis study cannot fairly test acceptance-based treatment, cognitive reappraisal, ACT, or CBT.
“Although the present study expands the emerging research on emotion regulation, the study is by no means a fair test of acceptance-based treatment strategies, cognitive reappraisal techniques, or of Acceptance and Commitment Therapy or Cognitive-Behavioral Therapy.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe SIAS has good psychometric properties.
“The SIAS is a measure of general level of social anxiety with good psychometric properties (Heimberg, Mueller, Holt, Hope, & Liebowitz, 1992).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Heimberg, Mueller, Holt, Hope, & Liebowitz, 1992 source
May combine two claims. The quote only partly states this claim.
PremisecitationCampbell-Sills et al. (2006b) found that acceptance produced less negative affect during post-film recovery, whereas suppression produced greater cardiac arousal and inhibited mood recovery.
“Campbell-Sills, Barlow, Brown, and Hofmann (2006b) investigated perceived acceptability and suppression of negative emotion in participants with anxiety and mood disorders. Participants were instructed to either suppress or accept their emotional response to an emotion-provoking film. The results showed that participants in the acceptance condition showed less negative affect during the post-film”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Campbell-Sills, Barlow, Brown, and Hofmann (2006b)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe STAI has excellent psychometric properties.
“The instrument shows excellent psychometric properties (Marteau & Bekker, 1992).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Marteau & Bekker, 1992 source
May combine two claims.
Premisenone givenLaboratory research on acceptance-based emotion regulation is scarce, and no prior study has directly compared reappraisal with acceptance-based strategies.
“So far, very few laboratory studies have been conducted examining the effects of acceptance-based emotion regulation strategies, and no study to date has directly compared reappraisal and acceptance-based strategies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe altered reappraisal instructions may have made the speech less threatening for reappraisal participants than for suppression participants.
“As a result of the deviation from Gross’ reappraisal instructions, the speech task might have been less threatening to participants in the reappraisal condition than in the suppression condition.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThis study is the first to directly compare reappraisal, acceptance, and suppression for regulating anxiety.
“Our study is the first to directly compare reappraisal, acceptance, and suppression strategies for regulating anxiety.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationACT includes five other processes besides acceptance, and CBT includes many components besides reappraisal.
“As noted earlier, acceptance is only one of six processes in ACT, and reappraisal is only one of the many treatment components of CBT.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hayes, Strohsahl, & Wilson, 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Study design and conductown dataParticipants were randomly allocated to the three conditions.
“participants were randomly assigned to one of three groups by receiving one of three instructions orally and in written form.”
- Also stated in: § Randomization · plain
“Participants were randomly assigned to one of the three groups (Reappraisal, Acceptance, and Suppression).”
Quote in the paperSubstantial claim- Also stated in: § Randomization · plain
May combine two claims.
Interpretationown dataTrait social anxiety and general affect probably do not explain the observed group differences in anxiety.
“The group comparisons in the SIAS and PANAS suggest that these effects are unlikely due to differences in trait levels of social anxiety or general affect.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe PANAS has good reliability and validity.
“The PANAS consists of two subscales measuring positive affect (PA) and negative affect (NA) and is a widely used instrument with good reliability and validity (Mackinnon et al., 1999; Watson et al., 1988).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningAcceptance instructions were short and did not use metaphors or imagery.
“In contrast to previous studies (Campbell-Sills et al., 2006a,b), the acceptance instructions were relatively brief, without the use of any metaphors and imagery.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Campbell-Sills et al., 2006a,b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationCognitive reappraisal lowers stress responses and raises tolerance for emotional stimuli, with no harmful effects.
“For example, cognitive reappraisal strategies reduce the stress response and increase tolerance for emotional stimuli, without any detrimental effects (Gross, 1998; Richards & Gross, 2000).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningAcceptance might also count as antecedent-focused, since it alters interpretation of the emotion-eliciting stimulus and its meaning.
“It should be noted, however, that acceptance could also be regarded as an antecedent-focused strategy in the sense that it changes the interpretation of the emotion-eliciting stimulus and its meaning.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataAt baseline, the three conditions were comparable on PANAS positive affect, PANAS negative affect, and SIAS scores.
“The three groups were comparable in the positive affect, F (2, 191) = 2.04, p > .13, and the negative affect, F (2, 191) = .48, p > .6, subscales of the PANAS, and the SIAS, F (2, 193) = .30, p > .7.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationThese findings align with earlier work: suppression backfires by increasing unwanted emotion, whereas reappraisal helps regulate both subjective and physiological arousal.
“These results support earlier research suggesting that suppressing emotions leads to a paradoxical increase in the unwanted emotional experience, whereas reappraisal is an effective method to moderate subjective and physiological arousal (Campbell-Sills et al., 2006a,b; Gross, 1998; Gross & Levenson, 1997).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Campbell-Sills et al., 2006a,b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Gross, 1998 source
- cites Gross & Levenson, 1997 source
- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
May combine two claims.
Interpretationnone givenOnly immediate effects were tested, and the sample was nonclinical.
“It should be noted, however, that this study only examined the short-term effects of these emotion regulation strategies in a nonclinical sample.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataAcceptance was as good as reappraisal for physiological arousal, yet no better than suppression for lowering subjective anxiety.
“The acceptance strategy was as effective as the reappraisal strategy for regulating physiological arousal, but not more effective than the suppression strategy for reducing the subjective level of anxiety.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants complied with the emotion regulation instructions they received.
- Rests on an assumption: The brief acceptance instructions were strong enough to engage the intended acceptance process.
- Rests on an assumption: The speech task produced enough anticipatory anxiety to reveal group differences.
The paper relies on this without support.
Participants complied with the emotion regulation instructions they received.
“Another weakness was the lack of a manipulation check.”
The paper relies on this without support.
The brief acceptance instructions were strong enough to engage the intended acceptance process.
“Particularly challenging was the acceptance instructions. In contrast to previous studies (Campbell-Sills et al., 2006a,b), the acceptance instructions were relatively brief, without the use of any metaphors and imagery.”
The paper relies on this without support.
The speech task produced enough anticipatory anxiety to reveal group differences.
“It is possible that the differences might have been more pronounced if we had induced greater anticipatory anxiety by making the speech task more challenging.”
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?
Acceptance led to reduced subjective distress and reduction of the associated psychophysiological response.
“Previous research could show that acceptance led to reduced subjective distress (e.g., [13,24]) as well as to a reduction of the associated psychophysiological response [24].”
From Effects of differential strategies of emotion regulation (2019) · cites this paper as [13]
The Results (Effect of Emotion Regulation on Psychophysiological Arousal; page not provided) show a smaller heart-rate increase with acceptance than with suppression. They do not show a significant difference in subjective anxiety between those groups, so the attributed reduction in subjective distress is not supported by this study. (LLM, conf=0.91)
Experimental — accuracy not yet measuredThe impact of acceptance on affect is comparable to reappraisal, but further effects of accepting emotions seem less extensive compared to reappraisal or suppression.
“The impact of acceptance on affect is comparable to the impact of reappraisal, but further effects of accepting emotions seem to be less extensive in comparison to strategies of reappraisal or suppression (e.g., [13])”
From Effects of differential strategies of emotion regulation (2019) · cites this paper as [13]
The Results (Effect of Emotion Regulation on Psychophysiological Arousal; page unavailable) found no significant difference between acceptance and reappraisal in heart-rate or subjective-anxiety changes. The Discussion says acceptance was as effective as reappraisal for physiological arousal, but reappraisal was more effective overall. The claim's suggestion that acceptance had less extensive effects than suppression is not supported: acceptance moderated physiological arousal better than suppression, while their subjective-anxiety difference was not significant. (LLM, conf=0.87)
Experimental — accuracy not yet measuredAcceptance (vs. control, suppression, or no instruction) has generally been associated with improved anxiety-related outcomes including lower state anxiety, desired avoidance, and physiological arousal in response to stressor tasks.
“Acceptance (vs.control, suppression, or no instruction) has generally been associated with improved anxiety-related outcomes including lower state anxiety, desired avoidance (Campbell-Sills et al., 2006;Levitt et al., 2004), and physiological arousal (Hofmann et al., 2009) in response to stressor tasks.”
From Evaluating Mechanisms: Mapping Weekly Dynamics between Experiential Avoidance and SAD Symptoms (2021) · cites this paper as Hofmann et al., 2009
Sympathetic activation was found to be reduced by suppression in comparison to non-suppression, but suppression seems less effective in sympathetic downregulation than other ER strategies.
“Sympathetic activation was found to be reduced by suppression in comparison to non-suppression (but see [11]), but seems to be less effective in sympathetic downregulation than other ER strategies (e.g., [12,13]).”
From Effects of differential strategies of emotion regulation (2019) · cites this paper as [13]
The sample size is quite small compared with other studies.
“First of all, the sample size is quite small compared to other studies (e.g., [10,11,13]).”
From Effects of differential strategies of emotion regulation (2019) · cites this paper as [13]
The long-term effects of emotional acceptance are unclear.
“However, the long-term effects of emotional acceptance are unclear [16, 17].”
A randomised control trial suggested that both reappraising and accepting anxiety are more effective for moderating physiological arousal than suppressing anxiety.
“For example, a randomised control trial comparing the effectiveness of suppression, reappraisal and acceptance on anxious arousal suggested that both reappraising and accepting anxiety are more effective for moderating physiological arousal than suppressing anxiety (Hofmann et al., 2009).”
From Exploring anxiety, uncertainty perception, treatment experiences and coping strategies: An interpretative phenomenological analysis. (2025) · cites this paper as Hofmann et al., 2009
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.
- ConsistentF(2, 191) = 2.04reported p > .13 · recomputed p = .133
“F (2, 191) = 2.04, p > .13”
- ConsistentF(2, 191) = 0.48reported p > .6 · recomputed p = .620
“F (2, 191) = .48, p > .6”
- ConsistentF(2, 193) = 0.3reported p > .7 · recomputed p = .741
“F (2, 193) = .30, p > .7”
- ConsistentF(2, 193) = 3.06reported p = .049 · recomputed p = .049
“F (2, 193) = 3.06, p = .049”
- ConsistentF(2, 193) = 2.13reported p = .12 · recomputed p = .122
“F (2, 193) = 2.13, p = .12”
- ConsistentF(4, 187) = 158.89reported p < .0001 · recomputed p < .001
“F (4, 187) = 158.89, p < .0001”
- ConsistentF(2, 190) = 3.46reported p = .033 · recomputed p = .033
“F (2, 190) = 3.46, p = .033”
- ConsistentF(2, 190) = 3.56reported p = .03 · recomputed p = .030
“F (2, 190) = 3.56, p = .03”
- ConsistentF(2, 199) = 1.88reported p > .15 · recomputed p = .155
“F (2, 199) = 1.88, p > .15”
- Consistentχ²(2) = 1.82reported p > .4 · recomputed p = .403
“χ2 (2) = 1.82, p > .4”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
Cites
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Lazarus, R. S. (1991) · doi:10.1093/oso/9780195069945.001.0001 · Cited by 12,691 · see citing works
Gross, J. J., & John, O. P. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.2.348 · Cited by 11,929 · see citing works
(1975) · Medical Entomology and Zoology · Cited by 7,245 · see citing works
Acceptance and commitment therapy: model, processes and outcomes
Hayes, S. C., Luoma, J. B., Bond, F. W., Masuda, A., & Lillis, J. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2005.06.006 · Cited by 6,587 · see citing works
(1999) · Cited by 5,934 · see citing works
Emotional processing of fear: Exposure to corrective information.
Foa, E. B., & Kozak, M. J. (1986) · Psychological Bulletin · doi:10.1037/0033-2909.99.1.20 · Cited by 5,396 · see citing works
Handbook of Emotion Regulation
Lambert, K. G. (2007) · JAMA · doi:10.1001/jama.298.15.1808 · Cited by 4,900 · see citing works
Emotion regulation: affective, cognitive, and social consequences.
Gross, J. J. (2002) · Psychophysiology · doi:10.1017/s0048577201393198 · Cited by 4,890 · see citing works
Gross, J. J. (1998) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.74.1.224 · Cited by 4,671 · cited 10× · see citing works
“, Gross J.J. (Ed), Guilford Press, New York Campbell-Sills, L., Barlow, D.H., Brown, T.A., Hofmann, S.G., Acceptability and suppression of negative emotion in anxiety and mood disorders (2006) Emotion, 6, pp. 587-595 Campbell-Sills, L., Barlow, D.H., Brown, T.A., Hofmann, S.G., Effects of suppression and acceptance on…”
InfluentialHayes, S. C., Wilson, K. G., Gifford, E. V., Follette, V. M., & Strosahl, K. (1996) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.64.6.1152 · Cited by 3,595 · see citing works
Mattick, R. P., & Clarke, J. C. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)10031-6 · Cited by 3,367 · see citing works
Handbook of emotion regulation
Gross, J. (2014) · Choice Reviews Online · doi:10.5860/choice.52-1127 · Cited by 3,280 · see citing works
Marteau, T. M., & Bekker, H. (1992) · British Journal of Clinical Psychology · doi:10.1111/j.2044-8260.1992.tb00997.x · Cited by 3,238 · see citing works
A cognitive-behavioral model of anxiety in social phobia
Rapee, R. M., & Heimberg, R. G. (1997) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)00022-3 · Cited by 2,987 · see citing works
A cognitive model of social phobia
Adrian Wells, A. (1995) · Research Explorer (The University of Manchester) · Cited by 2,701 · see citing works
Spielberger, C. D. (2010) · The Corsini Encyclopedia of Psychology · doi:10.1002/9780470479216.corpsy0943 · Cited by 2,535 · see citing works
Rethinking feelings: an fMRI study of the cognitive regulation of emotion
Ochsner, K. N., Bunge, S. A., Gross, J. J., & Gabrieli, J. D. E. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902760807212 · Cited by 2,520 · cited 3× · see citing works
“Suppression instructions have been frequently used in emotion research (e.g., Gross, 1998, 2002, Gross & Levenson, 1997; John & Gross, 2004; Ochsner et al., 2002; Richards & Gross, 2000), and face-valid reappraisal instructions are relatively easy to construct.”
BackgroundMethodInfluentialJohn, O. P., & Gross, J. J. (2004) · Journal of Personality · doi:10.1111/j.1467-6494.2004.00298.x · Cited by 2,381 · see citing works
Hiding feelings: The acute effects of inhibiting negative and positive emotion.
Gross, J. J., & Levenson, R. W. (1997) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.106.1.95 · Cited by 1,843 · see citing works
Hiding feelings: The acute effects of inhibiting negative and positive emotion
Gross, J. J., & Levenson, R. W. (1997) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.106.1.95 · Cited by 1,834 · see citing works
Emotion regulation and memory: the cognitive costs of keeping one's cool
Richards, J. M., & Gross, J. J. (2000) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.79.3.410 · Cited by 1,472 · see citing works
Social Phobia: Diagnosis, Assessment, and Treatment
Amada, G. (1996) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.1996.50.3.373 · Cited by 1,248 · see citing works
Wegner, D. M., & Zanakos, S. (1994) · Journal of Personality · doi:10.1111/j.1467-6494.1994.tb00311.x · Cited by 1,245 · see citing works
(1992) · Choice Reviews Online · doi:10.5860/choice.30-0601 · Cited by 1,155 · see citing works
Social phobia : diagnosis, assessment, and treatment
Heimberg, R. G. (1995) · Guilford Press eBooks · Cited by 1,067 · see citing works
Hofmann, S. G. (2007) · Cognitive Behaviour Therapy · doi:10.1080/16506070701421313 · Cited by 1,064 · see citing works
Self-citationCognitive Emotion Regulation: Insights From Social Cognitive and Affective Neuroscience
Ochsner, K. N., & Gross, J. J. (2008) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2008.00566.x · Cited by 988 · see citing works
Bonanno, G. A., Papa, A., Lalande, K., Westphal, M., & Coifman, K. (2004) · Psychological Science · doi:10.1111/j.0956-7976.2004.00705.x · Cited by 969 · see citing works
Phan, K. L., Fitzgerald, D. A., Nathan, P. J., Moore, G. J., Uhde, T. W., & Tancer, M. E. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.10.030 · Cited by 892 · cited 1× · see citing works
“Interestingly, our acceptance instructions resemble control conditions in some studies in the affective neuroscience literature (Kim & Hamann, 2007; Ochsner, Bunge, Gross, & Gabrieli, 2002; Phan et al., 2005).”
BackgroundPerkowski, R., & Perkowski, A. (2000) · Cited by 889 · see citing works
Mackinnon, A., Jorm, A. F., Christensen, H., Korten, A. E., Jacomb, P. A., & Rodgers, B. (1999) · Personality and Individual Differences · doi:10.1016/s0191-8869(98)00251-7 · Cited by 850 · see citing works
Campbell-Sills, L., Barlow, D. H., Brown, T. A., & Hofmann, S. G. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2005.10.001 · Cited by 845 · see citing works
Self-citationHeimberg, R. G., Mueller, G. P., Holt, C. S., Hope, D. A., & Liebowitz, M. R. (1992) · Behavior Therapy · doi:10.1016/s0005-7894(05)80308-9 · Cited by 740 · cited 3× · see citing works
“Hofmann, S.G., Cognitive factors that maintain social anxiety disorder: A comprehensive model and its treatment implications (2007) Cognitive Behavioural Therapy, 36, pp.”
InfluentialAcceptance and mindfulness-based therapy: New wave or old hat?
Hofmann, S. G., & Asmundson, G. J. G. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2007.09.003 · Cited by 665 · see citing works
Self-citationNeural Correlates of Positive and Negative Emotion Regulation
Kim, S. H., & Hamann, S. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.5.776 · Cited by 615 · see citing works
Sydeman, S. J. (2020) · Springer eBooks · doi:10.1007/978-3-319-24612-3_950 · Cited by 606 · see citing works
Acceptability and suppression of negative emotion in anxiety and mood disorders.
Campbell-Sills, L., Barlow, D. H., Brown, T. A., & Hofmann, S. G. (2006) · Emotion · doi:10.1037/1528-3542.6.4.587 · Cited by 579 · cited 1× · see citing works
“The acceptance instructions were an abbreviation of the procedure used by Campbell-Sills and colleagues (Campbell-Sills et al., 2006a,b). These instructions were derived directly from strategies described by Hayes et al. (1999). More specifically, the instructions were as follows:”
MethodSelf-citation(2007) · Cited by 550 · see citing works
Roemer, L., & Orsillo, S. M. (2002) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy.9.1.54 · Cited by 545 · see citing works
Davidson, R. J., Marshall, J. R., Tomarken, A. J., & Henriques, J. B. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(99)00222-x · Cited by 432 · see citing works
The effects of acceptance versus control contexts on avoidance of panic-related symptoms
Eifert, G. H., & Heffner, M. (2003) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2003.11.001 · Cited by 375 · see citing works
Delayed costs of suppressed pain.
Cioffi, D., & Holloway, J. (1993) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.64.2.274 · Cited by 361 · see citing works
Delayed costs of suppressed pain.
Cioffi, D., & Holloway, J. (1993) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.64.2.274 · Cited by 360 · see citing works
Cognitive Therapy and the Emotional Disorders
Horowitz, M. J. (1979) · American Journal of Psychiatry · doi:10.1176/ajp.136.12.1624-a · Cited by 357 · see citing works
Multimodal expression of emotion: Affect programs or componential appraisal patterns?
Scherer, K. R., & Ellgring, H. (2007) · Emotion · doi:10.1037/1528-3542.7.1.158 · Cited by 287 · see citing works
An Open Trial of an Acceptance-Based Behavior Therapy for Generalized Anxiety Disorder
Roemer, L., & Orsillo, S. M. (2007) · Behavior Therapy · doi:10.1016/j.beth.2006.04.004 · Cited by 282 · see citing works
Effortful Control and Its Socioemotional Consequences.
Eisenberg, N., Hofer, C., & Vaughan, J. (2007) · Cited by 264 · see citing works
Fanning old flames: Emotional and cognitive effects of suppressing thoughts of a past relationship.
Wegner, D. M., & Gold, D. B. (1995) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.68.5.782 · Cited by 227 · see citing works
Forsyth, J. P., Parker, J. D., & Finlay, C. G. (2003) · Addictive Behaviors · doi:10.1016/s0306-4603(02)00216-2 · Cited by 206 · see citing works
Fanning old flames: Emotional and cognitive effects of suppressing thoughts of a past relationship.
Wegner, D. M., & Gold, D. B. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.68.5.782 · Cited by 173 · see citing works
The worried mind: Autonomic and prefrontal activation during worrying
Hofmann, S. G., Moscovitch, D. A., Litz, B. T., Kim, H.-J., Davis, L. L., & Pizzagalli, D. A. (2005) · Emotion · doi:10.1037/1528-3542.5.4.464 · Cited by 167 · see citing works
Self-citationEmotion Regulation and Externalizing Disorders in Children and Adolescents.
Mullin, B. C., & Hinshaw, S. P. (2007) · Cited by 130 · see citing works
Autonomic correlates of social anxiety and embarrassment in shy and non-shy individuals
Hofmann, S. G., Moscovitch, D. A., & Kim, H.-J. (2005) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2005.09.003 · Cited by 99 · see citing works
Self-citationStress, Stress-Related Disease, and Emotional Regulation.
Sapolsky, R. M. (2007) · Cited by 97 · see citing works
Intelligent Emotion Regulation: Is Knowledge Power?
Wranik, T., Barrett, L. F., & Salovey, P. (2007) · Cited by 60 · see citing works
Trait affect moderates cortical activation in response to state affect
Hofmann, S. G. (2007) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2006.11.003 · Cited by 13 · see citing works
Self-citation
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Sorted by citations
Webb, T. L., Miles, E., & Sheeran, P. (2012) · Psychological Bulletin · doi:10.1037/a0027600 · Cited by 2,006 · see citing works
“…Cont4 27 0.38 0.65 Henry, Rendell, et al. (2009) 1 Amusement S1 Cont4 20 0.50 1.48 Henry, Rendell, et al. (2009) 1 Amusement S1 Cont3 20 0.46 1.85 Hofmann et al. (2009) 1 Anxiety R2 Cont4 68 67 0.47 0.33 Hofmann et al. (2009) 1 Anxiety S1 Cont4 68 67 0.03 0.08 Hofmann et al. (2007) 1 Mixed S2…”
InfluentialThe Future of Emotion Regulation Research: Capturing Context
Aldao, A. (2013) · Perspectives on Psychological Science · doi:10.1177/1745691612459518 · Cited by 948 · see citing works
“Empirical examinations have largely consisted of comparisons between only one or two strategies (cf. Hofmann et al., 2009, and Szasz et al., 2011, who examined three strategies).”
BackgroundResultInfluentialThe Nature, Diagnosis, and Treatment of Neuroticism: Back to the Future
Barlow, D. H., Sauer-Zavala, S., Carl, J. R., Bullis, J. R., & Ellard, K. K. (2014) · Clinical Psychological Science · doi:10.1177/2167702613505532 · Cited by 850 · see citing works
Gullone, E., & Taffe, J. (2012) · Psychological Assessment · doi:10.1037/a0025777 · Cited by 653 · see citing works
Hofmann, S. G., Sawyer, A. T., Fang, A., & Asnaani, A. (2012) · Depression and Anxiety · doi:10.1002/da.21888 · Cited by 630 · see citing works
“[51,52,62–66] Suppression has been subsumed under the more general term of experiential avoidance, which is defined as the unwillingness to experience negatively evaluated feelings, physical sensations, and thoughts.”
BackgroundSelf-citationEmotion regulation and aggression
Roberton, T., Daffern, M., & Bucks, R. S. (2011) · Aggression and Violent Behavior · doi:10.1016/j.avb.2011.09.006 · Cited by 599 · see citing works
“or acceptance (Hofmann et al., 2009).”
(2010) · Redalyc (Universidad Autónoma del Estado de México) · Cited by 542 · see citing works
A Dark Side of Happiness? How, When, and Why Happiness Is Not Always Good
Gruber, J., Mauss, I. B., & Tamir, M. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691611406927 · Cited by 515 · see citing works
When are adaptive strategies most predictive of psychopathology?
Aldao, A., & Nolen-Hoeksema, S. (2012) · Journal of Abnormal Psychology · doi:10.1037/a0023598 · Cited by 505 · see citing works
Mindfulness on-the-go: Effects of a mindfulness meditation app on work stress and well-being
Bostock, S., Crosswell, A. D., Prather, A. A., & Steptoe, A. (2019) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000118 · Cited by 465 · see citing works
Levin, M. E., Hildebrandt, M. J., Lillis, J., & Hayes, S. C. (2012) · Behavior Therapy · doi:10.1016/j.beth.2012.05.003 · Cited by 471 · see citing works
The influence of context on the implementation of adaptive emotion regulation strategies
Aldao, A., & Nolen-Hoeksema, S. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.04.004 · Cited by 401 · see citing works
Positive emotion regulation in emotional disorders: A theoretical review
Carl, J. R., Soskin, D. P., Kerns, C., & Barlow, D. H. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.01.003 · Cited by 391 · see citing works
Emotion regulation as a transdiagnostic process.
Cludius, B., Mennin, D., & Ehring, T. (2020) · Emotion · doi:10.1037/emo0000646 · Cited by 361 · see citing works
“…leads to reduced levels of sadness, anxiety, disgust and/or anger as compared to no instruction (Gross, 1998a; Keng, Robins, Smoski, Dagenbach, & Leary, 2013; Wolgast, Lundh, & Viborg, 2013) or other ER strategies (Hofmann, Heering, Sawyer, & Asnaani, 2009; Szasz, Szentagotai, & Hofmann, 2011).”
Get excited: reappraising pre-performance anxiety as excitement.
Brooks, A. W. (2014) · Journal of Experimental Psychology General · doi:10.1037/a0035325 · Cited by 349 · see citing works
“A substantial literature demonstrates that reappraising negative emotions is more effective than suppressing them (e.g., Gross, 1998, 2001; Gross & Levenson, 1993; Hofmann et al., 2009).”
BackgroundEmotion regulation: a transdiagnostic perspective on a new RDoC domain
Fernandez, K. C., Jazaieri, H., & Gross, J. J. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-016-9772-2 · Cited by 329 · see citing works
“…study, participants were asked to either reappraise, suppress, or accept their emotion experience after giving an impromptu speech; results indicated both reappraising and accepting anxiety were more effective for moderating physiological arousal than suppressing anxiety (Hofmann et al. 2009).”
BackgroundCognitive reappraisal and acceptance: Effects on emotion, physiology, and perceived cognitive costs.
Troy, A. S., Shallcross, A. J., Brunner, A., Friedman, R., & Jones, M. C. (2017) · Emotion · doi:10.1037/emo0000371 · Cited by 341 · see citing works
“Hofmann et al. (2009) found that reappraisal and acceptance both led to comparable decreases in physiological reactivity during a speech task and the recovery period, whereas Wolgast et al. (2011) found that reappraisal was more effective than acceptance at reducing physiological reactivity during…”
InfluentialInterpersonal Emotion Regulation Model of Mood and Anxiety Disorders
Hofmann, S. G. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-014-9620-1 · Cited by 320 · see citing works
“Similar effects have been observed in individuals who were asked to undergo a social stress task (Hofmann et al. 2009).”
BackgroundSelf-citationThe prefrontal cortex, pathological anxiety, and anxiety disorders
Kenwood, M. M., Kalin, N. H., & Barbas, H. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01109-z · Cited by 339 · see citing works
“As emotion regulation can lead to decreased physiological arousal and decreased subjective anxiety [107], failure to successfully regulate can sustain states of hyperarousal and anxiety.”
BackgroundWolgast, M., Lundh, L.-G., & Viborg, G. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.09.011 · Cited by 278 · see citing works
(2012) · Re-Unir (International University of La Rioja) · Cited by 262 · see citing works
D’Avanzato, C., Joormann, J., Siemer, M., & Gotlib, I. H. (2013) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9537-0 · Cited by 239 · see citing works
“This strategy has been shown to be less effective in relieving negative emotions and to be associated with increased physiological arousal (Gross 1998; Campbell-Sills et al. 2006a, b; Hofmann et al. 2009).”
BackgroundColes, N. A., Larsen, J. T., & Lench, H. C. (2019) · Psychological Bulletin · doi:10.1037/bul0000194 · Cited by 234 · see citing works
Lindsay, E. K., Young, S., Smyth, J. M., Brown, K. W., & Creswell, J. D. (2018) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2017.09.015 · Cited by 226 · see citing works
“…have been shown to attenuate physiological responding to mild emotional stimuli (e.g., Campbell-Sills et al., 2006; Dan-Glauser and Gross, 2015; Hofmann et al., 2009), these brief inductions are not effective for those inexperienced with acceptance strategies (e.g., Blacker et al., 2012; Evans…”
Effects of Brief Mindfulness-Based Interventions on Health-Related Outcomes: a Systematic Review
Howarth, A., Smith, J. G., Perkins-Porras, L., & Ussher, M. (2019) · Mindfulness · doi:10.1007/s12671-019-01163-1 · Cited by 219 · see citing works
“The next most common type of mindfulness were those involving the use of mindfulness-acceptance practice (n = 14) (Ainsworth et al. 2015; Alberts et al. 2013; Atkinson and Wade 2012; Campbell-Sills et al. 2006; Dixon-Gordon et al. 2017; Hofmann et al. 2009; Singer and Dobson 2007; Szasz et al. 2016; 2011, 2012; Troy e…”
BackgroundMethodResultInfluentialLindsay, E. K., Young, S., Smyth, J. M., Brown, K. W., & Creswell, J. D. (2017) · doi:10.31219/osf.io/4se5m · Cited by 226 · see citing works
Jing, H. G., Madore, K. P., & Schacter, D. L. (2016) · Journal of Experimental Psychology: General · doi:10.1037/xge0000142 · Cited by 214 · see citing works
Aldao, A., Jazaieri, H., Goldin, P. R., & Gross, J. J. (2014) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2014.03.005 · Cited by 222 · see citing works
Emotion Regulation and Anxiety Disorders
Cisler, J. M., & Olatunji, B. O. (2012) · Current Psychiatry Reports · doi:10.1007/s11920-012-0262-2 · Cited by 224 · see citing works
Nejati, V., Majdi, R., Salehinejad, M., & Nitsche, M. (2021) · Scientific Reports · doi:10.1038/s41598-021-81454-7 · Cited by 203 · see citing works
The effect of emotion regulation strategies on anger
Szasz, P. L., Szentagotai, A., & Hofmann, S. G. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.11.011 · Cited by 207 · see citing works
“The suppression instructions were close to the procedure that Gross and colleagues used in previous studies (Gross, 1998, 2002; Hofmann et al., 2009; Richard & Gross, 2000) for emotional suppression, but they were modified to include also thought suppression (Wegner & Zanakos, 1994).”
BackgroundMethodResultInfluentialSelf-citationSchroder, H. S., Dawood, S., Yalch, M. M., Donnellan, M. B., & Moser, J. S. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-014-9652-6 · Cited by 208 · see citing works
“Trait reappraisal, more so than trait suppression, is typically associated with psychological health (e.g., Carlson et al. 2012; Gross 1998; Hofmann et al. 2009; Moser et al. 2014).”
Suppression and expression of emotion in social and interpersonal outcomes: A meta-analysis.
Chervonsky, E., & Hunt, C. (2017) · Emotion · doi:10.1037/emo0000270 · Cited by 203 · see citing works
Emotional Intelligence and Psychological Well-Being in Adolescents
Bustamante, J. G., del Barco, B. L., Tosina, R. Y., López-Ramos, V.-M., & Mendo-Lázaro, S. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16101720 · Cited by 204 · see citing works
Neural correlates of mindfulness meditation-related anxiety relief
Zeidan, F., Martucci, K. T., Kraft, R. A., McHaffie, J. G., & Coghill, R. C. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst041 · Cited by 196 · see citing works
“Successful attentional control of anxiety has been associated with modulating the intrinsic meaning of emotionally valenced sensory events (Bishop et al., 2004; Kalisch et al., 2006; Bishop, 2007; Hofmann et al., 2009).”
BackgroundRETRACTED: Don’t stop believing: Rituals improve performance by decreasing anxiety
Brooks, A. W., Schroeder, J., Risen, J. L., Gino, F., Galinsky, A. D., Norton, M. I., & Schweitzer, M. E. (2016) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2016.07.004 · Cited by 182 · see citing works
“Reducing anxious arousal immediately before and during anxiety-inducing tasks is difficult, and avoidance strategies, such as suppression, can paradoxically increase the experience of anxiety (Hofmann et al., 2009).”
BackgroundRetractedShallcross, A. J., Troy, A. S., Boland, M., & Mauss, I. B. (2010) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.05.025 · Cited by 177 · see citing works
Prefrontal mediation of age differences in cognitive reappraisal
Opitz, P. C., Rauch, L. C., Terry, D. P., & Urry, H. L. (2010) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2010.06.004 · Cited by 167 · see citing works
“Some forms of psychotherapy like cognitive behavioral therapy (CBT) rely heavily on the principles of cognitive reappraisal (Hofmann et al., 2009).”
Kneeland, E. T., Dovidio, J. F., Joormann, J., & Clark, M. S. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.03.008 · Cited by 167 · see citing works
Levels of Emotional Awareness: Theory and Measurement of a Socio-Emotional Skill
Lane, R. D., & Smith, R. (2021) · Journal of Intelligence · doi:10.3390/jintelligence9030042 · Cited by 163 · see citing works
“It is also known that, relative to emotion acceptance (and other adaptive regulation strategies), suppressing emotions increases physiological arousal Gross (1998b), Hofmann et al. (2009), which may negatively impact health if chronic.”
BackgroundIncreased suppression of negative and positive emotions in major depression
Beblo, T., Fernando, S. C., Klocke, S., Griepenstroh, J., Aschenbrenner, S., & Drießen, M. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2012.03.019 · Cited by 160 · see citing works
“These findings are in line with previous studies indicating that both the suppression of negative (Butler et al., 2003; Campbell-Sills et al., 2006b; Hofmann et al., 2009) and the suppression of positive emotions (Gross and Levenson, 1997; Nezlek and Kuppens, 2008) lead to negative affect.”
ResultChervonsky, E., & Hunt, C. J. (2018) · Emotion · doi:10.1037/emo0000432 · Cited by 159 · see citing works
Akbari, M., Seydavi, M., Hosseini, Z. S., Krafft, J., & Levin, M. E. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.03.007 · Cited by 155 · see citing works
Getting better with age: the relationship between age, acceptance, and negative affect
Shallcross, A. J., Ford, B. Q., Floerke, V. A., & Mauss, I. B. (2013) · Journal of Personality and Social Psychology · doi:10.1037/a0031180 · Cited by 153 · see citing works
“Although engaging with negative emotions may initially increase one’s self-reported experience of these emotions (Campbell-Sills et al., 2006b; Hofmann et al., 2009), approaching negative emotions in a nonevaluative way diffuses these emotions relatively quickly (Campbell-Sills et al.”
BackgroundFinlay‐jones, A. L. (2017) · Clinical Psychologist · doi:10.1111/cp.12131 · Cited by 159 · see citing works
“…highlight the interplay between affective experiences (i.e., the content, intensity, and duration of emotions and moods), and adaptive and maladaptive ER capacities, including the tendency to deploy particular ER strategies (Campbell-Sills & Barlow, 2006; Hofmann et al., 2009; Mennin et al., 2007).”
Davis, M. C., Zautra, A. J., Wolf, L. D., Tennen, H., & Yeung, E. W. (2015) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0038200 · Cited by 146 · see citing works
Polizzi, C. P., & Lynn, S. J. (2021) · Cognitive Therapy and Research · doi:10.1007/s10608-020-10186-1 · Cited by 148 · see citing works
Time course of emotion-related responding during distraction and reappraisal
Schönfelder, S., Kanske, P., Heissler, J., & Wessa, M. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst116 · Cited by 143 · see citing works
“Keywords: emotion regulation; distraction; reappraisal; late positive potential; electromyography”
BackgroundHow effective are acceptance strategies? A meta-analytic review of experimental results
Kohl, A., Rief, W., & Glombiewski, J. A. (2012) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2012.03.004 · Cited by 136 · see citing works
Decentering as a Common Link among Mindfulness, Cognitive Reappraisal, and Social Anxiety
Hayes-Skelton, S., & Graham, J. (2013) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465812000902 · Cited by 134 · see citing works
Interpersonal Emotion Regulation: A Review of Social and Developmental Components
Barthel, A. L., Hay, A. C., Doan, S. N., & Hofmann, S. G. (2018) · Behaviour Change · doi:10.1017/bec.2018.19 · Cited by 132 · see citing works
“On the other hand, suppression, rumination, and avoidance tendencies can contribute to or maintain mental disorders such as anxiety and depression (e.g., Dennis, 2007; Hofmann, 2014; Hofmann et al., 2009; Nolen-Hoeksema, 2000).”
BackgroundSelf-citationCraig, S. G., Goulter, N., & Moretti, M. M. (2020) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-020-00329-x · Cited by 129 · see citing works
Reappraisal and mindfulness: A comparison of subjective effects and cognitive costs
Keng, S.-L., Robins, C. J., Smoski, M. J., Dagenbach, J., & Leary, M. R. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.10.006 · Cited by 120 · see citing works
“(2011)'s finding, but differs from other studies' findings demonstrating an advantage for reappraisal over mindfulness (Hofmann et al., 2009; Szasz et al., 2011).”
ResultAcceptance versus reappraisal: Behavioral, autonomic, and neural effects
Goldin, P. R., Moodie, C. A., & Gross, J. J. (2019) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-019-00690-7 · Cited by 120 · see citing works
Pressed for Time? Goal Conflict Shapes how Time is Perceived, Spent, and Valued
Etkin, J., Evangelidis, I., & Aaker, J. (2015) · Journal of Marketing Research · doi:10.1509/jmr.14.0130 · Cited by 117 · see citing works
“Prior research has found that reappraising anxiety is a more effective means of reducing its negative effects than trying to suppress it (Gross and Levenson 1993; Hofmann et al. 2009), and reappraising anxiety as excitement, as compared with calmness, is particularly impactful (Brooks 2014).”
BackgroundEmotional reactivity and internalizing symptoms: Moderating role of emotion regulation
Shapero, B. G., Abramson, L. Y., & Alloy, L. B. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-015-9722-4 · Cited by 114 · see citing works
“Cognitive reappraisal may be particularly important during times of stress, yet little research examines the effects of cognitive reappraisal in paradigms that include a stressor (Hofmann et al. 2009; Troy et al. 2010) to examine whether the tendency to reappraise modulates the effects of emotionality on symptom prese…”
BackgroundDan‐Glauser, E., & Gross, J. J. (2011) · Psychophysiology · doi:10.1111/j.1469-8986.2011.01191.x · Cited by 113 · see citing works
Costa, J. M. D. R., Guimbretière, F. V., Jung, M. F., & Choudhury, T. (2019) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3328911 · Cited by 110 · see citing works
“However, decreasing high arousal emotions is not easy, and suppressing or hiding them is often ineffective [40][14].”
BackgroundMitigating malicious envy: Why successful individuals should reveal their failures.
Brooks, A. W., Huang, K., Abi-Esber, N., Buell, R. W., Huang, L., & Hall, B. P. (2019) · Journal of Experimental Psychology General · doi:10.1037/xge0000538 · Cited by 107 · see citing works
“Although previous work in emotion regulation has mostly focused on intrapsychic strategies, such as cognitive reappraisal to regulate negative emotions like anxiety and anger (e.g., Brooks, 2014; Gross, 1998; Hofmann et al., 2009; Mauss et al., 2007), our work departs from previous emotion regulation research to ident…”
BackgroundResultAnger, Affective Injustice, and Emotion Regulation
Archer, A., & Mills, G. (2019) · Philosophical Topics · doi:10.5840/philtopics201947216 · Cited by 109 · see citing works
Aldao, A., & Mennin, D. S. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.12.004 · Cited by 105 · see citing works
Berking, M., Poppe, C., Luhmann, M., Wupperman, P., Jaggi, V., & Seifritz, E. (2011) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2011.09.009 · Cited by 104 · see citing works
The benefits of being mindful: Trait mindfulness predicts less stress reactivity to suppression
Bullis, J. R., Bøe, H. J., Asnaani, A., & Hofmann, S. G. (2014) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2013.07.006 · Cited by 99 · see citing works
Self-citationPredictors of health anxiety among older and young adults
Gerolimatos, L. A., & Edelstein, B. A. (2012) · International Psychogeriatrics · doi:10.1017/s1041610212001329 · Cited by 99 · see citing works
“Hofmann et al. (2009) found that individuals who suppressed their anxious emotions during a speech exhibited greater increases in heart rate compared to individuals who engaged in reappraisal of emotions.”
BackgroundAcceptance, Cognitive Restructuring, and Distraction as Coping Strategies for Acute Pain
Kohl, A., Rief, W., & Glombiewski, J. A. (2013) · The Journal of Pain · doi:10.1016/j.jpain.2012.12.005 · Cited by 99 · see citing works
Effects of emotion regulation strategies on smoking craving, attentional bias, and task persistence
Szasz, P. L., Szentagotai, A., & Hofmann, S. G. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.02.010 · Cited by 99 · see citing works
Self-citationBirk, J. L., & Bonanno, G. A. (2016) · Emotion · doi:10.1037/emo0000157 · Cited by 101 · see citing works
Coping Under Pressure: Employing Emotion Regulation Strategies to Enhance Performance Under Pressure
Balk, Y. A., Adriaanse, M. A., de Ridder, D. T. D., & Evers, C. (2013) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.35.4.408 · Cited by 92 · see citing works
“As prior research has consistently shown that both reappraisal and distraction are effective in downregulating arousal (Hofmann et al., 2009; Thiruchselvam et al., 2011), we expected that both emotion regulation strategies would be effective in preventing participants from choking.”
BackgroundEmotion Regulation in Chronic Disease Populations: An Integrative Review
Wierenga, K. L., Lehto, R. H., & Given, B. A. (2017) · Research and theory for nursing practice · doi:10.1891/1541-6577.31.3.247 · Cited by 98 · see citing works
Self-Compassion Promotes Personal Improvement From Regret Experiences via Acceptance
Zhang, J. W., & Chen, S. (2016) · Personality and Social Psychology Bulletin · doi:10.1177/0146167215623271 · Cited by 94 · see citing works
Messina, I., Grecucci, A., & Viviani, R. (2021) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsab007 · Cited by 66 · see citing works
“This line of inquiry has produced evidence that emotional acceptance may be effective in diminishing emotional reactivity and physiological arousal in response to aversive emotions (Campbell-Sills et al., 2006; Hofmann et al., 2009; Wolgast et al., 2011; Grecucci et al., 2015).”
BackgroundEmotion Malleability Beliefs Influence the Spontaneous Regulation of Social Anxiety
Kneeland, E. T., Nolen–Hoeksema, S., Dovidio, J. F., & Gruber, J. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-016-9765-1 · Cited by 77 · see citing works
Jentsch, V. L., & Wolf, O. T. (2020) · Biological Psychology · doi:10.1016/j.biopsycho.2020.107893 · Cited by 77 · see citing works
Kuo, J. R., Fitzpatrick, S., Metcalfe, R. K., & McMain, S. F. (2016) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2015.05.002 · Cited by 73 · see citing works
Do People With Psychosis Have Specific Difficulties Regulating Emotions?
Lincoln, T. M., Hartmann, M. M., Köther, U., & Moritz, S. (2014) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.1923 · Cited by 74 · see citing works
Liu, X. L., Lu, J. G., Zhang, H., & Cai, Y. (2021) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2021.05.002 · Cited by 78 · see citing works
Suppression dampens unpleasant emotion faster than reappraisal: Neural dynamics in a Chinese sample
Yuan, J., Long, Q., Ding, N., Lou, Y., Liu, Y., & Yang, J. (2014) · Science China Life Sciences · doi:10.1007/s11427-014-4739-6 · Cited by 74 · see citing works
Armstrong, A. B., Morrison, K. L., & Twohig, M. P. (2013) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.27.2.175 · Cited by 68 · see citing works
From Extinction Learning to Anxiety Treatment: Mind the Gap
Carpenter, J. K., Pinaire, M., & Hofmann, S. G. (2019) · Brain Sciences · doi:10.3390/brainsci9070164 · Cited by 69 · see citing works
“, considering the vast number of planes landing safely), anxiety responses can be modulated [179].”
BackgroundSelf-citationSpecificity of emotion regulation deficits in social anxiety: An internet study
Rusch, S., Westermann, S., & Lincoln, T. M. (2011) · Psychology and Psychotherapy Theory Research and Practice · doi:10.1111/j.2044-8341.2011.02029.x · Cited by 69 · see citing works
Orbach, L., Herzog, M., & Fritz, A. (2020) · Cognition · doi:10.1016/j.cognition.2020.104271 · Cited by 70 · see citing works
Managing perceptions of distress at work: Reframing emotion as passion
Wolf, E. B., Lee, J. J., Sah, S., & Brooks, A. W. (2016) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2016.07.003 · Cited by 64 · see citing works
Understanding the effects of serotonin in the brain through its role in the gastrointestinal tract
Shine, J. M., O’Callaghan, C., Walpola, I. C., Wainstein, G., Taylor, N. L., Aru, J., Huebner, B., & John, Y. J. (2022) · Brain · doi:10.1093/brain/awac256 · Cited by 63 · see citing works
“167,168 Again, treatmentsthatusere-appraisaltechniquescanbeextremelyhelp-ful in these scenarios, 169 as they suggest novel means for the 5-HT 2 R system to reduce the problem.”
Xiaohuan, Z., & Wang, Y. (2024) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-024-00900-y · Cited by 65 · see citing works
“Moreover, it is claimed that emotions can be regulated via reappraisal, suppression, acceptance, and avoidance (Hofmann et al., 2009).”
Yuan, J., Liu, Y., Ding, N., & Yang, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0097420 · Cited by 61 · see citing works
“The results suggested that the suppression group showed a greater increase in heart rate from baseline than the acceptance and reappraisal group [5].”
BackgroundResultInfluentialNasso, S., Vanderhasselt, M., Demeyer, I., & Raedt, R. D. (2018) · Emotion · doi:10.1037/emo0000448 · Cited by 59 · see citing works
Nittel, C. M., Lincoln, T. M., Lamster, F., Leube, D., Rief, W., Kircher, T. T. J., & Mehl, S. (2018) · British Journal of Clinical Psychology · doi:10.1111/bjc.12174 · Cited by 59 · see citing works
Craig, S. G., & Moretti, M. M. (2018) · Development and Psychopathology · doi:10.1017/s0954579418001062 · Cited by 58 · see citing works
Fernandes, M. A., & Tone, E. B. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2021.102068 · Cited by 59 · see citing works
The role of discomfort in the continued influence effect of misinformation
Susmann, M. W., & Wegener, D. T. (2021) · Memory & Cognition · doi:10.3758/s13421-021-01232-8 · Cited by 57 · see citing works
Buckley, S., Reid, K., Goos, M., Lipp, O. V., & Thomson, S. (2016) · Australian Journal of Education · doi:10.1177/0004944116653000 · Cited by 57 · see citing works
Helbig‐Lang, S., Rusch, S., & Lincoln, T. M. (2014) · Journal of Clinical Psychology · doi:10.1002/jclp.22135 · Cited by 54 · see citing works
“The mean anxiety in SAD did not exceed a medium level, which is surprising given that the announcement of impromptu speeches is a frequently used and evaluated intervention to induce anxiety in SAD (Erdmann & Janke, 2008; Hofmann et al., 2009).”
BackgroundNegative urgency and emotion regulation strategy use: Associations with displaced aggression
Scott, J. P., DiLillo, D., Maldonado, R. C., & Watkins, L. E. (2015) · Aggressive Behavior · doi:10.1002/ab.21588 · Cited by 52 · see citing works
Aldao, A. (2012) · Revista de Psicopatología y Psicología Clínica · doi:10.5944/rppc.vol.17.num.3.2012.11843 · Cited by 53 · see citing works
Emotion Dysregulation of Women with Premenstrual Syndrome
Wu, M., Liang, Y., Wang, Q., Zhao, Y., & Zhou, R. (2016) · Scientific Reports · doi:10.1038/srep38501 · Cited by 52 · see citing works
Cognitive Risks in Developmental Psychopathology
Hankin, B., Snyder, H. R., & Gulley, L. D. (2016) · Wiley eBooks · doi:10.1002/9781119125556.devpsy308 · Cited by 58 · see citing works
The Effects of Approach–Avoidance Modification on Social Anxiety Disorder: A Pilot Study
Asnaani, A., Rinck, M., Becker, E. S., & Hofmann, S. G. (2013) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9580-x · Cited by 52 · see citing works
“The 8-item STAI-B has been used widely as a state measure of anxiety and distress, with a particular sensitivity to changes in these constructs as a result of experimental or naturally occurring stressors (Hofmann et al. 2009; Spielberger et al. 1983).”
MethodSelf-citationThe Recognition of Multiple Anxiety Levels Based on Electroencephalograph
Li, Z., Wu, X., Xu, X., Wang, H., Guo, Z., Zhan, Z., & Yao, L. (2019) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2019.2936198 · Cited by 55 · see citing works
The effects of acceptance and suppression on anticipation and receipt of painful stimulation
Braams, B. R., Blechert, J., Boden, M. T., & Gross, J. J. (2012) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2012.04.001 · Cited by 51 · see citing works
“Filmwatching (e.g. Gross, 1998), public speech (Hofmann et al., 2009) and cold pressure testing (Masedo & Esteve, 2007) involve long duration stimuli/stressors requiring participants to continuously monitor emotional expressions and feelings with the result of increased physiological responses.”
BackgroundResultSmoski, M. J., Keng, S.-L., Ji, J. L., Moore, T., Minkel, J., & Dichter, G. S. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv003 · Cited by 51 · see citing works
“Acceptance was associated with less effective subjective regulation than reappraisal, which is consistent with some (Hofmann et al. , 2009; Szasz et al. , 2011) but not all (Keng et al. , 2013) previous comparisons of these strategies.”
BackgroundResult
- Authors
- Hofmann, S. G., Heering, S., Sawyer, A. T., & Asnaani, A.
- Affiliations
- Boston University (US)
- Corresponding author
- Hofmann, Stefan G.
- Venue
- Behaviour Research and Therapy
- Publisher
- Elsevier BV
- Published
- 2009-05
- Volume
- 47
- Issue
- 5
- Pages
- 389-394
- ISSN
- 0005-7967 (ISSN-L)
- PMC
- PMC2674518
- OpenAlex
- W2030217702
- Cited by
- 464
- References
- 63
- Citations by year
- 2026: 12 · 2025: 19 · 2024: 19 · 2023: 43 · 2022: 29 · 2021: 51 · 2020: 31 · 2019: 31 · 2018: 24 · 2017: 25 · 2016: 34 · 2015: 25 · 2014: 27 · 2013: 34 · 2012: 30
- FWCI
- 25.35
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Behaviour Research and Therapy (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- National Institute of Mental Health (R01MH078308)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- emotion regulation, anxiety, cognitive reappraisal, acceptance, expressive suppression, anxious arousal, heart rate, subjective anxiety, speaking anxiety, physiological arousal
- MeSH terms
- Adaptation, Psychological, Adult, Anxiety, Arousal, Female, Heart Rate, Humans, Internal-External Control, Male, Middle Aged, Repression, Psychology, Cognitive Behavioral Therapy, Young Adult
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