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Quigley L, Dobson KS, Russell K, Sears CR. Negative affective priming: Reliability and associations with depression symptoms in three samples. Behav Res Methods 2024; 56:5086-5102. [PMID: 37801214 DOI: 10.3758/s13428-023-02248-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2023] [Indexed: 10/07/2023]
Abstract
The negative affective priming (NAP) task is a behavioral measure of inhibition of emotional stimuli. Previous studies using the NAP task have found that individuals with depression show reduced inhibition of negative stimuli, suggesting that inhibition biases may play a role in the etiology and maintenance of depression. However, the psychometric properties of the NAP task have not been evaluated or reported. In the present study, we report data on the association between NAP task performance and depression symptoms in three independent samples, and we evaluate the internal consistency and test-retest reliability of the NAP effect indices. The NAP effect for both negative and positive target words had poor internal consistency in all three samples, as well as poor 2-week (Study 2) and 6-month (Study 3) test-retest reliability. The internal consistency and test-retest reliability of response times (RT) for the individual trial types were moderate to high, as were the intercorrelations between trial types. This pattern of results indicates that overall RT is reliable but variance in RTs for the different trial types in the NAP task is indistinguishable from variance in overall RT. Depression symptom severity was not associated with the NAP effect for negative or positive target words in any of the samples, which could be due to the poor reliability of the NAP effect. Based on these findings, we do not recommend that researchers use the NAP task as a measure of individual differences in the inhibition of emotional stimuli.
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Affiliation(s)
- Leanne Quigley
- Ferkauf Graduate School of Psychology, Yeshiva University, 1165 Morris Park Avenue, Bronx, NY, 10461, USA.
| | - Keith S Dobson
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Kristin Russell
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
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2
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Rooney T, Sharpe L, Todd J, Michalski SC, Van Ryckeghem D, Crombez G, Colagiuri B. Beyond the modified dot-probe task: A meta-analysis of the efficacy of alternate attention bias modification tasks across domains. Clin Psychol Rev 2024; 110:102436. [PMID: 38696911 DOI: 10.1016/j.cpr.2024.102436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 02/25/2024] [Accepted: 04/25/2024] [Indexed: 05/04/2024]
Abstract
Attention biases towards disease-relevant cues have been implicated in numerous disorders and health conditions, such as anxiety, cancer, drug-use disorders, and chronic pain. Attention bias modification (ABM) has shown that changing attention biases can change related emotional processes. ABM most commonly uses a modified dot-probe task, which has received increasing criticism regarding its reliability and inconsistent findings. The purpose of the present review was thus to systematically review and meta-analyse alternative tasks used in ABM research. We sought to examine whether alternative tasks significantly changed attention biases and emotional outcomes, and critically examined whether relevant sample, task and intervention characteristics moderated each of these effect sizes. Seventy-four (completer n = 15,294) study level comparisons were included in the meta-analysis. Overall, alternative ABM designs had a medium effect on changing biases (g = 0.488), and a small, but significant effect on improving clinical outcomes (g = 0.117). We found this effect to be significantly larger for studies which successfully changed biases compared to those that did not. Across all tasks, it appeared that targeting engagement biases results in the largest change to attention biases. Importantly, we found tasks incorporating gaze-contingency - encouraging engagement with non-biased stimuli - show the most promise for improving emotional outcomes.
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Affiliation(s)
- Tessa Rooney
- School of Psychology, Faculty of Science, The University of Sydney, Australia.
| | - Louise Sharpe
- School of Psychology, Faculty of Science, The University of Sydney, Australia
| | - Jemma Todd
- School of Psychology, Faculty of Science, The University of Sydney, Australia
| | - Stefan Carlo Michalski
- Department of Developmental Disability Neuropsychiatry, Faculty of Medicine and Health, The University of New South Wales, Australia
| | - Dimitri Van Ryckeghem
- Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium; Department of Clinical Psychological Science, Maastricht University, Maastricht, Netherlands; Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Geert Crombez
- Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium
| | - Ben Colagiuri
- School of Psychology, Faculty of Science, The University of Sydney, Australia
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3
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Edwards M, Denniston D, Bariesheff C, Wyche NJ, Goodhew SC. Individual differences in emotion-induced blindness: Are they reliable and what do they measure? Atten Percept Psychophys 2024:10.3758/s13414-024-02900-y. [PMID: 38760639 DOI: 10.3758/s13414-024-02900-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2024] [Indexed: 05/19/2024]
Abstract
The emotion-induced-blindness (EIB) paradigm has been extensively used to investigate attentional biases to emotionally salient stimuli. However, the low reliability of EIB scores (the difference in performance between the neutral and emotionally salient condition) limits the effectiveness of the paradigm for investigating individual differences. Here, across two studies, we investigated whether we could improve the reliability of EIB scores. In Experiment 1, we introduced a mid-intensity emotionally salient stimuli condition, with the goal of obtaining a wider range of EIB magnitudes to promote reliability. In Experiment 2, we sought to reduce the attentional oddball effect, so we created a modified EIB paradigm by removing the filler images. Neither of these approaches improved the reliability of the EIB scores. Reliability for the high- and mid-intensity EIB difference scores were low, while reliability of the scores for absolute performance (neutral, high-, and mid-intensity) were high and the scores were also highly correlated, even though overall performance in the emotionally salient conditions were significantly worse than in the neutral conditions. Given these results, we can conclude that while emotionally salient stimuli impair performance in the EIB task compared with the neutral condition, the strong correlation between the emotionally salient and neutral conditions means that while EIB can be used to investigate individual differences in attentional control, it is not selective to individual differences in attentional biases to emotionally salient stimuli.
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Affiliation(s)
- Mark Edwards
- School of Medicine and Psychology (Building 39), The Australian National University, Canberra, 2601, Australia.
| | - David Denniston
- School of Medicine and Psychology (Building 39), The Australian National University, Canberra, 2601, Australia
| | - Camryn Bariesheff
- School of Medicine and Psychology (Building 39), The Australian National University, Canberra, 2601, Australia
| | - Nicholas J Wyche
- School of Medicine and Psychology (Building 39), The Australian National University, Canberra, 2601, Australia
| | - Stephanie C Goodhew
- School of Medicine and Psychology (Building 39), The Australian National University, Canberra, 2601, Australia
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Zhao Q, Liu J, Zhou C, Liu T. Effects of chronic aerobic exercise on attentional bias among women with methamphetamine addiction. Heliyon 2024; 10:e29847. [PMID: 38694043 PMCID: PMC11058292 DOI: 10.1016/j.heliyon.2024.e29847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 04/16/2024] [Accepted: 04/16/2024] [Indexed: 05/03/2024] Open
Abstract
Objective To explore the effects of chronic exercise on attentional bias toward drug-related stimuli and on brain electrophysiological characteristics among women with methamphetamine addiction. Methods In total, 63 women with methamphetamine addiction were randomized to participate in a dance (n = 21; mean age, 32.16 ± 2.07 years), bicycle (n = 21; mean age, 32.59 ± 2.12 years), or control (maintained regular activities with little exercise; n = 21; mean age, 30.95 ± 2.81 years) group for 12 weeks. The participants in the three groups were not significantly different in terms of methamphetamine use or detoxification. Before and after the intervention, attentional bias was assessed using the dot-probe task, and event-related potentials were recorded during the task. Results The mean attentional bias scores decreased significantly after the intervention in both exercise groups but not in the control group. After 12 weeks of dance exercise, the amplitudes of the N170, N2, P2, and P3 components of the event-related potentials decreased significantly during attentional bias processing. In addition, differences in N170 amplitudes for congruent vs. incongruent conditions in the dot-probe task were no longer observed. After 12 weeks of cycling exercise, N2 and P2 amplitudes decreased significantly. By contrast, there were no significant differences in N170, N2, P2, and P3 amplitudes in the control group before vs. after the intervention. Conclusions Chronic (12 weeks of) aerobic exercise reduced attentional bias toward drug-related cues by improving attentional inhibition and reducing the maintenance of extra attention to drug-related cues among women with methamphetamine addiction. Both dance and bicycle exercise improved the early recognition of drug-related cues, weakened the influence of the memory of previous drug use, and improved attentional bias behavior by strengthening attention control. Dance exercise, but not bicycling, also regulated emotional control and improved the attention selection process. These results provide theoretical and empirical evidence that chronic aerobic exercise may reduce the attentional bias toward drug-related cues to assist in the recovery of women with methamphetamine addiction.
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Affiliation(s)
- Qi Zhao
- Physical Education Institute, Jimei University, China
| | - Jianing Liu
- Department of Physical Education, Tongji University, China
| | - Chenglin Zhou
- School of Psychology, Shanghai University of Sport, China
| | - Tianze Liu
- Department of Orthopedics, Changhai Hospital, Naval Medical University (Second Military Medical University), China
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Xia X, Wang D, Li Y, Zhu X, Tan X, Wu Y. The trial-by-trial fluctuations in primary motor cortex excitability during attentional bias among smokers: A transcranial magnetic stimulation study. Int J Clin Health Psychol 2024; 24:100468. [PMID: 38803683 PMCID: PMC11129100 DOI: 10.1016/j.ijchp.2024.100468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 05/02/2024] [Indexed: 05/29/2024] Open
Abstract
Background A relatively new computational approach called trial-level bias score (TL-BS) has shown that attentional bias to smoking-related stimuli in smokers fluctuates temporally, trial by trial, during attention tasks. Here, we investigated the reliability of using TL-BS values to assess attentional bias and the electrophysiology mechanisms undergirding fluctuations in attentional bias among smokers. Method In total, 26 male smokers and 26 male non-smokers performed a dot-probe task in Experiment 1. In Experiment 2, an additional 23 male smokers and 23 male non-smokers performed the same task while undergoing single-pulse transcranial magnetic stimulation, which was used to investigate corticospinal excitability. Results It showed that assessing TL-BS parameters for reaction time (RT) was more reliable than calculating the traditional mean attentional bias score; however, this superior reliability was no longer apparent after controlling for general RT variability. There was a significant difference between smokers and non-smokers in TL-BS parameters calculated for both RT and motor-evoked potential (MEP) amplitude. However, TL-BS parameters for RT and MEP amplitude were strongly correlated with general RT variability and general MEP variability, respectively. Conclusions Our findings indicated that TL-BS parameters may not be ideal for measuring attentional bias at either the behavioral or electrophysiology level; however, larger general RT and MEP amplitude variabilities in non-smokers may indicate dysregulation of cognitive processing in smokers.
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Affiliation(s)
- Xue Xia
- School of Social Development and Health Management, University of Health and Rehabilitation Sciences, Qingdao, China
| | - Dandan Wang
- School of Psychology, Shanghai University of Sport, Shanghai, China
| | - Yansong Li
- School of Physical Education, Qingdao University, Qingdao, China
| | - Xiaoyun Zhu
- School of Psychology, Shanghai University of Sport, Shanghai, China
| | - Xiaoying Tan
- Faculty of Health Sciences and Sports, Macao Polytechnic University, Macao, China
| | - Yin Wu
- School of Economics and Management, Shanghai University of Sport, Shanghai, China
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Clarke PJF, Szeremeta E, Van Bockstaele B, Notebaert L, Meeten F, Todd J. Contamination fear and attention bias variability early in the COVID-19 pandemic. Behav Res Ther 2024; 175:104497. [PMID: 38422560 DOI: 10.1016/j.brat.2024.104497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 01/09/2024] [Accepted: 02/14/2024] [Indexed: 03/02/2024]
Abstract
The onset of the COVID-19 pandemic resulted in a dramatic increase in the salience and importance of information relating to both the risk of infection, and factors that could mitigate against such risk. This is likely to have contributed to elevated contamination fear concerns in the general population. Biased attention for contamination-related information has been proposed as a potential mechanism underlying contamination fear, though evidence regarding the presence of such biased attention has been inconsistent. A possible reason for this is that contamination fear may be characterised by variability in attention bias that has not yet been examined. The current study examined the potential association between attention bias variability for both contamination-related and mitigation-related stimuli, and contamination fear during the early stages of the COVID-19 pandemic. A final sample of 315 participants completed measures of attention bias and contamination fear. The measure of average attention bias for contamination-related stimuli and mitigation-related stimuli was not associated with contamination fear (r = 0.055 and r = 0.051, p > 0.10), though both attention bias variability measures did show a small but statistically significant relationship with contamination fear (r = 0.133, p < 0.05; r = 0.147, p < 0.01). These attention bias variability measures also accounted for significant additional variance in contamination fear above the average attention bias measure (and controlling for response time variability). These findings provide initial evidence for the association between attention bias variability and contamination fear, underscoring a potential target for cognitive bias interventions for clinical contamination fear.
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Affiliation(s)
- Patrick J F Clarke
- Cognition and Emotion Research Group, Faculty of Health Sciences, Curtin University, Australia.
| | - Elise Szeremeta
- Cognition and Emotion Research Group, Faculty of Health Sciences, Curtin University, Australia
| | - Bram Van Bockstaele
- School of Psychological Science, University of Western Australia, Australia; Research Institute of Child Development and Education, University of Amsterdam, the Netherlands
| | - Lies Notebaert
- School of Psychological Science, University of Western Australia, Australia
| | - Frances Meeten
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, UK; School of Psychology, University of Sussex, UK
| | - Jemma Todd
- School of Psychological Science, University of Western Australia, Australia; School of Psychology, University of Sydney, Australia
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Zainal NH, Jacobson NC. Reliability (or lack thereof) of smartphone ecological momentary assessment of visual dot probe attention bias toward threat indices. J Behav Ther Exp Psychiatry 2024; 82:101918. [PMID: 37907019 DOI: 10.1016/j.jbtep.2023.101918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 07/05/2023] [Accepted: 10/09/2023] [Indexed: 11/02/2023]
Abstract
BACKGROUND AND OBJECTIVES Cognitive bias theories posit that generalized anxiety disorder (GAD) and social anxiety disorder (SAD) are entwined with attention bias toward threats, commonly indexed by faster response time (RT) on threat-congruent (vs. threat-incongruent) trials on the visual dot probe. Moreover, although smartphone ecological momentary assessment (EMA) of the visual dot probe has been developed, their psychometric properties are understudied. This study thus aimed to assess the reliability of 8 smartphone-delivered visual dot probe attention bias and related indices in persons with and without GAD and SAD. METHODS Community-dwelling adults (n = 819; GAD: 64%; SAD: 49%; Mixed GAD and SAD: 37%; Non-GAD/SAD Controls: 24%) completed a five-trial smartphone-delivered visual dot probe for a median of 60 trials (12 sessions x 5 trials/session) and an average of 100 trials (20 sessions x 5 trials/session). RESULTS As hypothesized, Global Attention Bias Index, Disengagement Effect, and Facilitation Bias had low-reliability estimates. However, retest-reliability and internal reliability were good for Trial-Level Bias Scores (TLBS) (Bias Toward Treat: intra-class correlation coefficients (ICCs) = 0.626-0.644; split-half r = 0.640-0.670; Attention Bias Variability: ICCs = 0.507-0.567; split-half r = 0.520-0.580) and (In)congruent RTs. Poor retest-reliability and internal reliability estimates were consistently observed for all traditional attention bias and related indices but not TLBS. LIMITATIONS Our visual dot probe EMA should have administered ≥320 trials to match best-practice guidelines based on similar laboratory studies. CONCLUSIONS Future research should strive to examine attention bias paradigms beyond the dot-probe task that evidenced meaningful test-retest reliability properties in laboratory and real-world naturalistic settings.
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Affiliation(s)
- Nur Hani Zainal
- Harvard Medical School, Department of Health Care Policy, USA; National University of Singapore, Department of Psychology, Singapore.
| | - Nicholas C Jacobson
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA
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8
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Luo Y, Li J, Chen X, He X. Attentional bias modification in male college smokers: The changes of facilitated attention, difficulty in disengagement and the transfer effects of training. Behav Res Ther 2023; 171:104437. [PMID: 37979217 DOI: 10.1016/j.brat.2023.104437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/19/2023] [Accepted: 11/07/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUND Attentional bias modification (ABM) has been used to modify the attentional bias (AB) towards smoking-related cues. Still, the effects of ABM are extensively controversial. The present study aimed to investigate the effects of ABM on AB and its two sub-processes named facilitated attention and difficulty in disengagement at two different stimulus durations, as well as test whether the effects of ABM could transfer to new measures of AB. METHOD Forty-six male college smokers were allocated to either ABM group using a modified visual probe task (n = 24), or the corresponding placebo training (PT) group (n = 22). Participants performed three sessions of training in one week. The pre- and post-training AB and its sub-processes were measured using visual probe task. Cue-target task and pictorial Stroop task were used for testing the transfer effects of ABM. RESULTS The AB in ABM group was significantly decreased compared with the PT group. Specifically, the facilitated attention was significantly reduced at 200 ms stimulus duration, while the difficulty in disengagement was significantly decreased at 500 ms stimulus duration. The benefit of ABM training could transfer to the cue-target task, but not to the pictorial Stroop task. Meanwhile, no effects of ABM were observed on smoking craving and nicotine dependence. CONCLUSIONS These findings suggested that the stimulus duration is a crucial factor for the efficacy of ABM on the facilitated attention and the difficulty in disengagement in male college smokers and detected the transfer effects between different measures of AB to some extent. Future studies need to further explore the influence mechanism in distinct stimulus durations.
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Affiliation(s)
- Yu Luo
- School of Psychology, Guizhou Normal University, Guiyang, China.
| | - Jiao Li
- School of Psychology, Guizhou Normal University, Guiyang, China.
| | - Xianhong Chen
- School of Education and Science, Xingyi Normal University for Nationalities, Xingyi, China.
| | - Xiangcai He
- School of Clinical Medicine, Chengdu Medical College, Chengdu, China; The First Affiliated Hospital of Chengdu Medical College, Chengdu, China.
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9
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Rodrigues R, Mehesz EZ, Lingford-Hughes A, Di Simplicio M. Approach-avoidance biases to self-harm cues in young people with self-harm. J Affect Disord 2023; 340:435-441. [PMID: 37549813 DOI: 10.1016/j.jad.2023.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 07/13/2023] [Accepted: 08/03/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND The urge to self-harm can be likened to craving in addictive behaviours. However, it remains unclear whether cognitive mechanisms involved in craving, such as attentional biases to cues, also underpin the urge to self-harm. METHODS A Dot Probe Task was used to investigate attentional biases to self-harm cues in young people aged 16-25 with self-harm. Cues were shown for either 0.2 s or 2 s. Dot Probe Task performance in the Self-harm group (N = 50) was compared with age-matched Healthy Controls (N = 50) and age- and negative-affect (Depression Anxiety Stress Scale-21) matched controls with no self-harm (N = 50). RESULTS The Self-harm group showed significantly greater avoidance of self-harm cues than Healthy Controls at 2 s. The Negative Affect group showed significantly less difficulty disengaging from self-harm cues than the Self-harm group and Healthy Controls at 2 s. There were no between-group differences in attentional bias at 0.2 s. LIMITATIONS Study limitations that may affect attentional biases in the Self-harm group include not measuring indicators of recovery and recruiting only from the community potentially missing more severe self-harm presentations in clinical settings. CONCLUSIONS Avoidance of self-harm cues in young people with self-harm may reflect conflict around self-harm behaviour, consistent with ambivalence models of craving. An ability to disengage from self-harm cues may be a protective factor in young people with higher levels of negative affect who do not self-harm. Whether these attentional biases represent a quantifiable marker of treatment response or susceptibility to relapse in individuals with self-harm remains an area for future investigation.
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Affiliation(s)
- R Rodrigues
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, UK.
| | - E Z Mehesz
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, UK
| | - A Lingford-Hughes
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, UK
| | - M Di Simplicio
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, UK
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Rakesh G, Alcorn JL, Khanal R, Himelhoch SS, Rush CR. Comparing cigarette-cue attentional bias between people with HIV/AIDS and people with opioid use disorder who smoke. Health Psychol Behav Med 2023; 11:2255028. [PMID: 37693107 PMCID: PMC10486286 DOI: 10.1080/21642850.2023.2255028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 08/28/2023] [Indexed: 09/12/2023] Open
Abstract
Background Special populations like people living with HIV/AIDS (PLWHA) and people with opioid use disorder (OUD) smoke tobacco cigarettes at rates three to four times greater than the general population. Patients with tobacco use disorder exhibit attentional bias (AB) for cigarette cues. Eye tracking can quantify this bias by measuring fixation time (FT) on cigarette and matched neutral cues, to calculate an AB score. Although previous studies have measured this bias in people who smoke without any other comorbid conditions, no study, to our knowledge, has measured or compared this bias in special populations. Methods We performed exploratory analyses on eye tracking data collected in two separate randomized clinical trials (RCTs) (NCT05049460, NCT05295953). We compared FT and cigarette-cue AB score (measured by subtracting FT on neutral cues from FT on cigarette cues) between PLWHA and people with OUD who smoke, using a visual probe task and Tobii Pro Fusion eye tracker. We used two cigarette cue types, one encompassing people smoking cigarettes and the other consisting of cigarette paraphernalia. We used two cue presentation times, 1000 and 2000 milliseconds (ms). Results Cues of people smoking cigarettes elicited greater AB than cues of cigarette paraphernalia across both subject groups when cues were presented for 2000 ms, but not 1000 ms. PLWHA who smoke exhibited greater AB for cues of people smoking cigarettes than cigarette paraphernalia when presented for 2000 ms compared to people with OUD who smoke. Conclusion We use cigarette-cue AB to quantify craving and cigarette consumption in two populations smoking at elevated rates. The addition of social cues potentiates cigarette cue AB, based on cue type and stimulus presentation time. Understanding the neurobiology of this relationship can help design novel smoking cessation treatments that target AB and prevent relapse in these populations with suboptimal response to smoking cessation treatments. Trial registration Clinical trials that provided the data for post hoc analyses are NCT05049460 and NCT05295953.
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Affiliation(s)
- Gopalkumar Rakesh
- Department of Psychiatry, College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Joseph L. Alcorn
- Department of Psychology, College of Arts & Sciences, University of Kentucky, Lexington, KY, USA
| | - Rebika Khanal
- Department of Psychiatry, College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Seth S. Himelhoch
- Department of Psychiatry, College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Craig R. Rush
- Department of Behavioral Sciences, College of Medicine, University of Kentucky, Lexington, KY, USA
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Todd J, Coutts-Bain D, Wilson E, Clarke P. Is attentional bias variability causally implicated in emotional vulnerability? A systematic review and meta-analysis. Neurosci Biobehav Rev 2023; 146:105069. [PMID: 36738811 DOI: 10.1016/j.neubiorev.2023.105069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 01/22/2023] [Accepted: 01/28/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND The aim of the present review was to determine whether attentional bias variability (ABV) is causally implicated in emotional vulnerability. We consider evidence examining whether ABV precedes and predicts later psychopathology, and whether modifying ABV leads to changes in psychological symptoms following an intervention. METHODS A systematic literature search located 15 studies that met the inclusion criteria (3 longitudinal, 12 intervention). Eligible intervention studies were also meta-analysed. RESULTS Preliminary evidence suggests that ABV predicts later post-traumatic stress symptomatology in interaction with number of traumatic events. The few interventions designed to reduce ABV suggest promise for improving PTSD symptoms. However, these interventions did not consistently change ABV, and where it was tested, change in ABV did not correspond to change in symptoms. CONCLUSIONS There is emerging evidence that ABV could represent a vulnerability factor for psychological symptoms, particularly for those exposed to trauma. This may indicate attentional control difficulties, although this remains to be tested. Conclusions regarding the causal status of ABV will depend on future high-quality randomised controlled trials.
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Affiliation(s)
- Jemma Todd
- School of Psychology, University of Sydney, Sydney, NSW, Australia; School of Psychological Science, University of Western Australia, Crawley, WA, Australia.
| | | | - Emily Wilson
- School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Patrick Clarke
- Discipline of Psychology, School of Population Health, Bentley, WA, Australia
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12
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Akram U, Barclay N, Milkins B, Stevenson J, Gardani M. Sleep-related attentional and interpretive-bias in insomnia: A systematic review and meta-analysis. Sleep Med Rev 2023; 67:101713. [PMID: 36459947 DOI: 10.1016/j.smrv.2022.101713] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/01/2022] [Accepted: 11/03/2022] [Indexed: 11/09/2022]
Abstract
Cognitive models of insomnia highlight internal and external cognitive-biases for sleep-related "threat" in maintaining the disorder. This systematic review of the sleep-related attentional and interpretive-bias literature includes meta-analytic calculations of each construct. Searches identified N = 21 attentional-bias and N = 8 interpretive-bias studies meeting the inclusion/exclusion criteria. Seventeen attentional-bias studies compared normal-sleepers and poor-sleepers/insomnia patients. Using a random effects model, meta-analytic data based on standardized mean differences of attentional-bias studies determined the weighted pooled effect size to be moderate at 0.60 (95%CI:0.26-0.93). Likewise, seven of eight interpretive-bias studies involved group comparisons. Meta-analytic data determined the weighted pooled effect size as moderate at .44 (95%CI:0.19-0.69). Considering these outcomes, disorder congruent cognitive-biases appear to be a key feature of insomnia. Despite statistical support, absence of longitudinal data limits causal inference concerning the relative role cognitive-biases in the development and maintenance of insomnia. Methodological factors pertaining to task design, sample and stimuli are discussed in relation to outcome variation. Finally, we discuss the next steps in advancing the understanding of sleep-related biases in insomnia.
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Affiliation(s)
- Umair Akram
- University of Oxford, Oxford, UK; School of Psychology, University of Lincoln, UK.
| | | | - Bronwyn Milkins
- School of Psychological Science, University of Western Australia, Australia
| | | | - Maria Gardani
- School of Health in Social Science, University of Edinburgh, UK
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Fang L, Andrzejewski JA, Carlson JM. The gray matter morphology associated with the electrophysiological response to errors in individuals with high trait anxiety. Int J Psychophysiol 2023; 184:76-83. [PMID: 36581044 PMCID: PMC10125723 DOI: 10.1016/j.ijpsycho.2022.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Enhanced error monitoring has been associated with higher levels of anxiety. This has been consistently demonstrated in its most reliable electrophysiological index, the error-related negativity (ERN), such that increased ERN is related with elevated anxiety symptomology. However, it is still unclear whether the structural properties of the brain are associated with individual differences in ERN amplitude. Moreover, the relationship between ERN and anxiety has recently been suggested to be moderated by sex, but the degree to which sex moderates the association between brain structure and ERN amplitude is unknown. The present study investigated the association between gray matter volume (GMV) and ERN amplitude in individuals with high trait anxiety (N = 98) as well as the role of sex in moderating this association. The ERN was elicited from a flanker task, whereas structural MRI images were obtained from whole brain structural T1-weighted MRI scans. The results of voxel-based morphometry analyses showed that the relationship between ERN difference scores and GMV was moderated by sex in the dorsal anterior cingulate cortex (dACC). This sex difference was derived from a negative correlation between ERN difference scores and dACC GMV in females and a positive correlation in males. Our findings are in accordance with the critical role of the dACC serving as a neural substrate of error monitoring. It also provides further evidence for sex-specific associations with brain structures related to error monitoring.
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Affiliation(s)
- Lin Fang
- Department of Psychological Science, Northern Michigan University, Marquette, MI, USA.
| | - Jeremy A Andrzejewski
- Department of Psychological Science, Northern Michigan University, Marquette, MI, USA
| | - Joshua M Carlson
- Department of Psychological Science, Northern Michigan University, Marquette, MI, USA
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14
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Carlson JM, Fang L, Coughtry-Carpenter C, Foley J. Reliability of attention bias and attention bias variability to climate change images in the dot-probe task. Front Psychol 2023; 13:1021858. [PMID: 36710831 PMCID: PMC9878553 DOI: 10.3389/fpsyg.2022.1021858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/22/2022] [Indexed: 01/13/2023] Open
Abstract
Climate change is one of the most pressing issues of the 21st century, which is perhaps why information about climate change has been found to capture observers' attention. One of the most common ways of assessing individual differences in attentional processing of climate change information is through the use of reaction time difference scores. However, reaction time-based difference scores have come under scrutiny for their low reliability. Given that a primary goal of the field is to link individual differences in attention processing to participant variables (e.g., environmental attitudes), we assessed the reliability of reaction time-based measures of attention processing of climate change information utilizing an existing dataset with three variations of the dot-probe task. Across all three samples, difference score-based measures of attentional bias were generally uncorrelated across task blocks (r = -0.25 to 0.31). We also assessed the reliability of newer attention bias variability measures that are thought to capture dynamic shifts in attention toward and away from salient information. Although these measures were initially found to be correlated across task blocks (r = 0.17-0.67), they also tended to be highly correlated with general reaction time variability (r = 0.49-0.83). When controlling for general reaction time variability, the correlations across task blocks for attention bias variability were much weaker and generally nonsignificant (r = -0.25 to 0.33). Furthermore, these measures were unrelated to pro-environmental disposition indicating poor predictive validity. In short, reaction time-based measures of attentional processing (including difference score and variability-based approaches) have unacceptably low levels of reliability and are therefore unsuitable for capturing individual differences in attentional bias to climate change information.
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15
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Aday JS, Fang L, Carlson JM. Eye-size effects in the dot-probe task: Greater sclera exposure predicts delayed disengagement from fearful faces. PLoS One 2023; 18:e0285839. [PMID: 37195990 DOI: 10.1371/journal.pone.0285839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 05/03/2023] [Indexed: 05/19/2023] Open
Abstract
Fearful facial expressions are nonverbal and biologically salient signals of potential threat that automatically hold, capture, and direct observers' attention. They are characterized by enlarged eye whites and dilated pupils, and fearful eyes alone are sufficient to capture attention. The morphological properties of the eye region, such as sclera exposure, are thought to play an important role in nonverbal communication. Specifically, increased sclera exposure associated with fearful expressions has been shown to moderate how observers' shift their attention toward the direction of another's gaze. Yet, the extent to which variability in sclera exposure possibly impacts the capture and hold of attention by fearful faces is untested. To address this, a sample of 249 adults completed a dot-probe task of selective attention with fearful and neutral faces. The results suggested that (1) fearful faces were prioritized over neutral faces (i.e., they captured and held attention), (2) greater sclera exposure at target locations facilitated reaction times, and (3) attention was held by greater sclera exposure of fearful faces at task irrelevant locations resulting in delayed disengagement. Collectively, the results indicate that fearful facial expressions and sclera exposure modulate spatial attention through independent and interactive mechanisms. Sclera exposure appears to be an important facilitator of nonverbal communication and perhaps represents an understudied variable in social cognition more broadly.
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Affiliation(s)
- Jacob S Aday
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, California, United States of America
| | - Lin Fang
- Department of Psychological Science, Northern Michigan University, Marquette, Michigan, United States of America
| | - Joshua M Carlson
- Department of Psychological Science, Northern Michigan University, Marquette, Michigan, United States of America
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16
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Snowden RJ, Mitchell E, Ojo SK, Preedy-Lunt R, Gray NS. Spatial Attention to Emotional Images and Psychopathic Personality Traits. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2022. [DOI: 10.1007/s10862-022-10012-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
AbstractPsychopathy has often been thought to be associated with a deficit in processing of the affective content of stimuli. This hypothesis was tested by examining if stimuli that depicted a threat to the viewer, or stimuli that depicted distressing scenes, would produce an automatic shift in spatial attention, and whether this effect would be modified by individual differences in trait psychopathy as conceptualised by the triarchic model of psychopathy. Using a large mixed gender community sample (N = 286) it was found that spatial attention was averted away from threat stimuli for both short (200 ms) and long (500 ms) periods from cue to target, while the distress cues did not produce any spatial attention shifts. The trait of Meanness was found to be associated with a reduction in the effect of threat stimuli, while the trait of Disinhibition was found to be associated with an increase in this threat effect. However, the dot-probe task showed poor reliability. We conclude that the callous unemotional aspects of psychopathy, as captured by the Meanness scale, are underpinned by a lack of response to affective information, whereas impulsive/irresponsible traits of psychopathy, as captured by the Disinhibition scale, are underpinned by an exaggerated response to such affective information.
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17
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The questionable validity of attention bias variability: Evidence from two conceptually unrelated cognitive tasks. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022; 10:100411. [PMID: 36684713 PMCID: PMC9851093 DOI: 10.1016/j.jadr.2022.100411] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Background Attention bias variability is thought to measure fluctuations in attention towards and away from threat-related information and is elevated in affective disorders. However, recent evidence suggests that attention bias variability may quantify general reaction time variability rather than attention bias behavior per se. Methods The current study calculated "attention bias variability" from two conceptually unrelated cognitive tasks: the dot-probe task (measuring attentional bias) and the arrow flanker task (measuring cognitive control). Results Attention bias variability measures were correlated across these unrelated tasks. Yet, when general reaction time variability was controlled, attention bias variability across tasks was no longer correlated. In addition, the reliability of attention bias variability measures decreased when controlling for general reaction time variability. Finally, although attention bias variability calculated from the dot-probe task initially correlated with anxious symptoms, this association was no longer significant when controlling for general reaction time variability. Limitations Our sample was comprised of high trait anxious individuals. Replication in clinical samples is warranted. Conclusions These findings collectively provide strong empirical evidence that attention bias variability is not a valid measure of attention-related behavior, but reflective of general reaction time variability more broadly.
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18
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Todd J, Wilson E, Coutts-Bain D, Clarke PJF. Attentional bias variability and its association with psychological and health symptoms: A meta-analysis. Neurosci Biobehav Rev 2022; 140:104812. [PMID: 35931220 DOI: 10.1016/j.neubiorev.2022.104812] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 06/24/2022] [Accepted: 08/01/2022] [Indexed: 01/04/2023]
Abstract
The present meta-analysis sought to assess the association between an emerging neurocognitive marker of psychopathology in attentional bias variability (ABV) and key psychological and health outcomes. A comprehensive literature review yielded 53 studies in 43 manuscripts (N = 5428). Overall, clinical and sub-clinical samples exhibited greater ABV than control samples (g = 0.462). Trauma samples showed significantly greater ABV than control samples (g = 0.782, medium-large effect), whereas social anxiety samples did not (g = 0.147). Similarly, ABV was associated with degree of trauma symptoms (r = 0.21 - 0.25). ABV was associated with some symptoms of depression and anxiety, although these were small and inconsistent. These findings suggest a specific relationship between ABV and post-traumatic stress symptoms, with evidence equivocal for other psychological difficulties (although also less research). Key recommendations for future research include investigating mechanisms underlying ABV and the importance of controlling for non-attentional processes, such as reaction time variability, to ensure the validity of ABV measures.
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Affiliation(s)
- Jemma Todd
- School of Psychology, University of Sydney, Sydney, NSW, Australia; School of Psychological Science, University of Western Australia, Perth, WA, Australia.
| | - Emily Wilson
- School of Psychology, University of Sydney, Sydney, NSW, Australia
| | | | - Patrick J F Clarke
- Cognition and Emotion Research Group, School of Population Health, Curtin University, Perth, WA, Australia
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19
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Bártolo A, Santos IM, Guimarães R, Reis S, Monteiro S. Attentional Bias Toward Reproduction-Related Stimuli and Fertility Concerns Among Breast Cancer Survivors. Behav Med 2022; 48:273-283. [PMID: 33872117 DOI: 10.1080/08964289.2021.1879725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The current study examined whether an attentional bias exists for reproduction-related visual cues among breast cancer survivors and its relationship with fertility concerns and emotional distress. Breast cancer survivors (n = 38) aged 18-40 were compared to 37 healthy women recruited from the general population. Attentional bias was investigated using a visual dot-probe task and response times (RT) were measured. Participants also completed several questionnaires, including the Reproductive Concerns After Cancer Scale (RCACS) and the Hospital Anxiety and Depression Scale (HADS). Biased cognitive processing toward reproduction-related stimuli was observed for all young women. However, attentional bias was a significant predictor of concerns about partner disclosure of fertility status, with higher bias scores associated with higher levels of concern only for breast cancer survivors. The desire to have a (or another) biological child was also a significant predictor of higher concerns related with fertility potential for all young women. Higher vigilance regarding reproduction-related cues seems to lead to higher concerns among women with breast cancer history whose fertility is threatened. This result may have important research and clinical implications. Interventions focused on goal-oriented attention self-regulation and problem-solving can help to manage fertility concerns and distress in the course of the disease.
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Affiliation(s)
- Ana Bártolo
- Center for Health Technology and Services Research (CINTESIS), Department of Education and Psychology, University of Aveiro, Aveiro, Portugal
| | - Isabel M Santos
- William James Center for Research, Department of Education and Psychology, University of Aveiro, Aveiro, Portugal
| | - Raquel Guimarães
- Breast Center, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Salomé Reis
- Department of Gynecology and Obstetrics, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Sara Monteiro
- Center for Health Technology and Services Research (CINTESIS), Department of Education and Psychology, University of Aveiro, Aveiro, Portugal
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20
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The Relationship Between Attention, Interpretation, and Memory Bias During Facial Perception in Social Anxiety. Behav Ther 2022; 53:701-713. [PMID: 35697432 DOI: 10.1016/j.beth.2022.01.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 01/27/2022] [Accepted: 01/30/2022] [Indexed: 11/21/2022]
Abstract
Although cognitive theories suggest the interactive nature of information processing biases in contributing to social anxiety, most studies to date have investigated these biases in isolation. This study aimed at (a) testing the association between social anxiety and each of the threat-related cognitive biases: attention, interpretation, and memory bias; and (b) examining the relationship between these cognitive biases in facial perception. We recruited an unselected sample of 188 adult participants and measured their level of social anxiety and cognitive biases using faces displaying angry, disgusted, happy, and ambiguous versions of these expressions. All bias tasks were assessed with the same set of facial stimuli. Regression analyses showed that social anxiety symptoms significantly predicted attention avoidance and poorer sensitivity in recognizing threatening faces. Social anxiety was, however, unrelated to interpretation bias in our sample. Results of path analysis suggested that attention bias influenced memory bias indirectly through interpretation bias for angry but not disgusted faces. Our findings suggest that, regardless of social anxiety level, when individuals selectively oriented to faces displaying anger, the faces were interpreted to be more negative. This, in turn, predicted better memory for the angry faces. The results provided further empirical support for the combined cognitive bias hypothesis.
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21
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Attentional bias to threat and gray matter volume morphology in high anxious individuals. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:600-609. [PMID: 34755317 DOI: 10.3758/s13415-021-00968-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/19/2021] [Indexed: 12/12/2022]
Abstract
In a sample of highly anxious individuals, the relationship between gray matter volume brain morphology and attentional bias to threat was assessed. Participants performed a dot-probe task of attentional bias to threat and gray matter volume was acquired from whole brain structural T1-weighted magnetic resonance imaging scans. The results replicate previous findings in unselected samples that elevated attentional bias to threat is linked to greater gray matter volume in the middle frontal gyrus and superior frontal gyrus. In addition, we provide novel evidence that elevated attentional bias to threat is associated with greater gray matter volume in the inferior frontal gyrus, insula, cerebellum, and other distributed regions. Lastly, exploratory analyses provide initial evidence that distinct subregions of the right posterior parietal cortex may contribute to attentional bias in a sex-specific manner. Our results illuminate how differences in gray matter volume morphology relate to attentional bias to threat in anxious individuals. This knowledge could inform neurocognitive models of anxiety-related attentional bias to threat.
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22
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No change in electrocortical measures of performance monitoring in high trait anxious individuals following multi-session attention bias modification training. NEUROIMAGE: REPORTS 2021. [DOI: 10.1016/j.ynirp.2021.100067] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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23
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Expressions of positive and negative shyness in preschool-age children: Temperamental correlates and visual attention to emotions. J Exp Child Psychol 2021; 215:105315. [PMID: 34801737 DOI: 10.1016/j.jecp.2021.105315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 10/16/2021] [Accepted: 10/16/2021] [Indexed: 11/21/2022]
Abstract
Recent empirical evidence shows heterogeneity in the expression of shyness in children. Some children tend to express their shyness displaying positive affect along with gaze aversions (positive shyness), whereas others display more negative emotional reactions accompanied by gaze aversions (negative shyness). Temperamental differences in approach-avoidance tendencies are likely to explain these differences in shyness expression in children and influence their visual attention to social stimuli, yet little empirical attention has been devoted to these associations. Our study examined the temperamental profile (approach, fear, and inhibitory control) associated with positive and negative shyness and the relation between expression of shyness and attention to social stimuli in 47 children aged 3-6 years. Children's positive and negative expressions of shyness were assessed using a performance task. Visual attention to facial emotional expressions was measured with the dot - probe task, and temperament was measured with maternal reports. Positive shyness was found to be positively associated with temperamental dimensions of approach, inhibitory control, and fear. Positive shyness was significantly associated with attentional orientation to positive facial expressions and with less attentional avoidance of threatening facial expressions. Negative shyness was positively associated only with temperamental fear, and no associations were found with attention to social stimuli. Our study provides empirical support for the association between temperament and the multidimensional character of the expression of positive shyness and adds relevant evidence regarding the connection between the expression of shyness and attention to social stimuli.
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24
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Albery IP, Spada MM, Nikčević AV. The COVID-19 anxiety syndrome and selective attentional bias towards COVID-19-related stimuli in UK residents during the 2020-2021 pandemic. Clin Psychol Psychother 2021; 28:1367-1378. [PMID: 34169609 PMCID: PMC8426988 DOI: 10.1002/cpp.2639] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/14/2021] [Accepted: 06/14/2021] [Indexed: 12/15/2022]
Abstract
The psychological and social effects of the COVID‐19 pandemic are pervasive, and there is potential for a long‐lasting impact on mental health. In the current study, we sought to provide, in a representative sample of UK residents during the third COVID‐19 lockdown in February 2021, further evidence for the validation of the COVID‐19 anxiety syndrome construct. We did this by evaluating the COVID‐19 anxiety syndrome against measures of personality, health anxiety and COVID‐19 anxiety in predicting levels of generalized anxiety and depression and by examining whether increased health anxiety and COVID‐19 psychological distress (COVID‐19 anxiety and COVID‐19 anxiety syndrome) scores were associated with increased attentional bias to COVID‐19‐related stimuli. A series of correlation analyses revealed that neuroticism, health anxiety, COVID‐19 anxiety and COVID‐19 anxiety syndrome scores were positively and significantly correlated with generalized anxiety and depression scores and that the perseveration component of the COVID‐19 anxiety syndrome predicted generalized anxiety and depression scores independently of age, gender, conscientiousness, openness, health anxiety and COVID‐19 anxiety. Furthermore, results indicated that only the total COVID‐19 anxiety syndrome score and the scores on the avoidance and perseveration components were positively and significantly correlated with attentional bias indices. More specifically, the general attentional bias index was only shown to be positively and significantly correlated with the total COVID‐19 anxiety syndrome score and its perseveration component, while slowed disengagement was only shown to be negatively and significantly correlated with the total COVID‐19 anxiety syndrome score and its avoidance component. The implications of these findings are discussed.
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Affiliation(s)
- Ian P Albery
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Ana V Nikčević
- Department of Psychology, Kingston University, London, UK
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25
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Strand N, Fang L, Carlson JM. Sex Differences in Anxiety: An Investigation of the Moderating Role of Sex in Performance Monitoring and Attentional Bias to Threat in High Trait Anxious Individuals. Front Hum Neurosci 2021; 15:627589. [PMID: 34093149 PMCID: PMC8172782 DOI: 10.3389/fnhum.2021.627589] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 04/23/2021] [Indexed: 01/04/2023] Open
Abstract
Anxiety disorders are more predominant in women than men, however there is a lack of understanding as to what neurocognitive mechanisms drive this sex difference. Recent investigation has found a potential moderating role of sex in the relationship between anxiety and the error related negativity (ERN)—a component of error-monitoring that is prevalent in high anxiety individuals—such that females display a positive relationship between anxiety/worry and ERN amplitude. We strove to further explore the influence of sex on the relationship between trait anxiety and performance monitoring, specifically with ERN, as well as extend this work to include another hallmark of anxiety, attentional bias to threat. To meet this end, participants performed the flanker and dot-probe tasks, respectively. We did not find a significant difference in the relationship between attention bias scores and anxiety for female vs. males participants. Furthermore, ΔERN amplitudes were greater in males compared to females, and males had more positive CRN amplitudes than females. There were no significant associations between ERN or ΔERN with anxiety in both male and female participants. However, there was a significant relationship between CRN amplitudes and trait anxiety in male but not female participants. Given these results, the effect of sex on the relationship between components of performance monitoring—namely the CRN and ERN—and anxiety may be more nuanced than the current understanding. Our study was limited to detecting medium to large sized moderation effects. Our findings may be important for future meta-analysis on sex differences in anxiety.
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Affiliation(s)
- Natalie Strand
- Department of Psychological Science, Northern Michigan University, Marquette, MI, United States
| | - Lin Fang
- Department of Psychological Science, Northern Michigan University, Marquette, MI, United States
| | - Joshua M Carlson
- Department of Psychological Science, Northern Michigan University, Marquette, MI, United States
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26
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Carlson JM. A systematic review of event-related potentials as outcome measures of attention bias modification. Psychophysiology 2021; 58:e13801. [PMID: 33682161 DOI: 10.1111/psyp.13801] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 02/08/2021] [Accepted: 02/11/2021] [Indexed: 12/01/2022]
Abstract
Attention bias modification (ABM) was initially developed with the goal of reducing attentional bias to threat-and subsequently anxious symptoms-in individuals with heightened anxiety. Although controversial, ABM appears to be generally effective in achieving this goal. Yet, the primary outcome measure of ABM (i.e., the reaction time-based differences score) has poor reliability and temporal resolution, which limits the inferences that can be drawn. In contrast, event-related potentials (ERPs) have superior reliability as well as temporal resolution and may therefore be better outcome measures of ABM. In this review, I systematically assess the research using ERPs as outcome measures in ABM protocols. I focus on the extent to which the ERPs modified by ABM represent earlier or later stages of information processing. In addition, I explore the extent to which ABM produces near and/or far transfer of learning effects on ERP measures. The reviewed literature suggests that ERPs are promising outcome measures of ABM. ABM modulates the effects of affective stimuli on posterior visually evoked ERPs (i.e., P1) as well as ERPs at anterior electrodes (i.e., P2, N2, and ERN). Based on the state of the field, several directions for future research are identified.
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Affiliation(s)
- Joshua M Carlson
- Department of Psychological Science, Northern Michigan University, Marquette, MI, USA
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27
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Vervoort L, Braun M, De Schryver M, Naets T, Koster EHW, Braet C. A Pictorial Dot Probe Task to Assess Food-Related Attentional Bias in Youth With and Without Obesity: Overview of Indices and Evaluation of Their Reliability. Front Psychol 2021; 12:644512. [PMID: 33746859 PMCID: PMC7965983 DOI: 10.3389/fpsyg.2021.644512] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 02/09/2021] [Indexed: 11/29/2022] Open
Abstract
Several versions of the dot probe detection task are frequently used to assess maladaptive attentional processes associated with a broad range of psychopathology and health behavior, including eating behavior and weight. However, there are serious concerns about the reliability of the indices derived from the paradigm as measurement of attentional bias toward or away from salient stimuli. The present paper gives an overview of different attentional bias indices used in psychopathology research and scrutinizes three types of indices (the traditional attentional bias score, the dynamic trial-level base scores, and the probability index) calculated from a pictorial version of the dot probe task to assess food-related attentional biases in children and youngsters with and without obesity. Correlational analyses reveal that dynamic scores (but not the traditional and probability indices) are dependent on general response speed. Reliability estimates are low for the traditional and probability indices. The higher reliability for the dynamic indices is at least partially explained by general response speed. No significant group differences between youth with and without obesity are found, and correlations with weight are also non-significant. Taken together, results cast doubt on the applicability of this specific task for both experimental and individual differences research on food-related attentional biases in youth. However, researchers are encouraged to make and test adaptations to the procedure or computational algorithm in an effort to increase psychometric quality of the task and to report psychometric characteristics of their version of the task for their specific sample.
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Affiliation(s)
- Leentje Vervoort
- Department of Developmental Psychology, Radboud University, Nijmegen, Netherlands
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
| | - Maya Braun
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Maarten De Schryver
- Faculty of Psychology and Educational Sciences, Faculty Research Support Office, Ghent University, Ghent, Belgium
| | - Tiffany Naets
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
- Department Health Care (Dietetics), Odisee University College, Ghent, Belgium
| | - Ernst H. W. Koster
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Caroline Braet
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
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28
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Yuan J, Zhang Q, Cui L. Disgust face captures more attention in individuals with high social anxiety when cognitive resources are abundant: Evidence from N2pc. Neuropsychologia 2020; 151:107731. [PMID: 33347915 DOI: 10.1016/j.neuropsychologia.2020.107731] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 12/12/2020] [Accepted: 12/15/2020] [Indexed: 11/16/2022]
Abstract
There is a debate about the relative contributions of top-down and bottom-up attention to the threat-related attentional bias. In this study we investigated the attentional bias in individuals with social anxiety under conditions of no, low and high visual working memory (WM) load. Event-related potential (ERP) and response time (RT) data were recorded while participants performed the dot-probe task and a concurrent change-detection task. The ERP results revealed that the maximum N2pc effect emerged in no visual WM load condition in individuals with social anxiety. The difference of N2pc effect between high socially anxious (HSA) and low socially anxious (LSA) groups was observed in no visual WM load condition, whereas this difference was eliminated under low and high load conditions. However, no significant main effects or interactions were observed in the behavioral index (reflected by Trial Level-Bias Score variability). Overall, the findings indicate the critical role of top-down attention on social anxiety-related attentional bias, which have important implication for attentional bias modification.
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Affiliation(s)
- Jing Yuan
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China; School of Teacher Education, Hebei Normal University for Nationalities, Chengde, China
| | - Qin Zhang
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China
| | - Lixia Cui
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China.
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