Literature DB >> 25419646

Empirical recommendations for improving the stability of the dot-probe task in clinical research.

Rebecca B Price1, Jennie M Kuckertz2, Greg J Siegle1, Cecile D Ladouceur1, Jennifer S Silk1, Neal D Ryan1, Ronald E Dahl1, Nader Amir2.   

Abstract

The dot-probe task has been widely used in research to produce an index of biased attention based on reaction times (RTs). Despite its popularity, very few published studies have examined psychometric properties of the task, including test-retest reliability, and no previous study has examined reliability in clinically anxious samples or systematically explored the effects of task design and analysis decisions on reliability. In the current analysis, we used dot-probe data from 3 studies in which attention bias toward threat-related faces was assessed at multiple (≥5) time-points. Two of the studies were similar (adults with social anxiety disorder, similar design features) whereas 1 was more disparate (pediatric healthy volunteers, distinct task design). We explored the effects of analysis choices (e.g., bias score formula, outlier handling method) on reliability and searched for convergent findings across the 3 studies. We found that, when concurrently considering the 3 studies, the most reliable RT index of bias used data from dot-bottom trials, comparing congruent to incongruent trials, with rescaled outliers, particularly after averaging across more than 1 assessment point. Although reliability of RT bias indices was moderate to low, within-session variability in bias (attention bias variability; ABV), a recently proposed RT index, was more reliable across sessions. Several eyetracking-based indices of attention bias (available in the pediatric healthy sample only) showed reliability that matched the optimal RT index (ABV). On the basis of these findings, we make specific recommendations to researchers using the dot-probe, particularly those wishing to investigate individual differences and/or single-patient applications. (c) 2015 APA, all rights reserved).

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Year:  2014        PMID: 25419646      PMCID: PMC4442069          DOI: 10.1037/pas0000036

Source DB:  PubMed          Journal:  Psychol Assess        ISSN: 1040-3590


  36 in total

1.  Selective attention and threat: quick orienting versus slow disengagement and two versions of the dot probe task.

Authors:  Elske Salemink; Marcel A van den Hout; Merel Kindt
Journal:  Behav Res Ther       Date:  2007-03

2.  Threat-related attentional bias in anxious and nonanxious individuals: a meta-analytic study.

Authors:  Yair Bar-Haim; Dominique Lamy; Lee Pergamin; Marian J Bakermans-Kranenburg; Marinus H van IJzendoorn
Journal:  Psychol Bull       Date:  2007-01       Impact factor: 17.737

3.  Threat-based cognitive biases in anxious children: comparison with non-anxious children before and after cognitive behavioural treatment.

Authors:  Allison M Waters; Trisha A Wharton; Melanie J Zimmer-Gembeck; Michelle G Craske
Journal:  Behav Res Ther       Date:  2008-01-18

Review 4.  Modern robust statistical methods: an easy way to maximize the accuracy and power of your research.

Authors:  David M Erceg-Hurn; Vikki M Mirosevich
Journal:  Am Psychol       Date:  2008-10

5.  The NimStim set of facial expressions: judgments from untrained research participants.

Authors:  Nim Tottenham; James W Tanaka; Andrew C Leon; Thomas McCarry; Marcella Nurse; Todd A Hare; David J Marcus; Alissa Westerlund; B J Casey; Charles Nelson
Journal:  Psychiatry Res       Date:  2009-06-28       Impact factor: 3.222

6.  Modeling aging effects on two-choice tasks: response signal and response time data.

Authors:  Roger Ratcliff
Journal:  Psychol Aging       Date:  2008-12

7.  Attenuation of attention bias in obsessive-compulsive disorder.

Authors:  Nader Amir; Sadia Najmi; Amanda S Morrison
Journal:  Behav Res Ther       Date:  2008-11-05

8.  Errors are aversive: defensive motivation and the error-related negativity.

Authors:  Greg Hajcak; Dan Foti
Journal:  Psychol Sci       Date:  2008-02

9.  Attention modification program in individuals with generalized anxiety disorder.

Authors:  Nader Amir; Courtney Beard; Michelle Burns; Jessica Bomyea
Journal:  J Abnorm Psychol       Date:  2009-02

10.  Examination of vigilance and disengagement of threat in social anxiety with a probe detection task.

Authors:  Heide Klumpp; Nader Amir
Journal:  Anxiety Stress Coping       Date:  2009-05
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  90 in total

1.  Inhibitory control and emotion dysregulation: A framework for research on anxiety.

Authors:  Elise M Cardinale; Anni R Subar; Melissa A Brotman; Ellen Leibenluft; Katharina Kircanski; Daniel S Pine
Journal:  Dev Psychopathol       Date:  2019-04-10

2.  Adolescent Gaze-Directed Attention During Parent-Child conflict: The Effects of Depressive Symptoms and Parent-Child Relationship Quality.

Authors:  Emily A Hutchinson; Dana Rosen; Kristy Allen; Rebecca B Price; Marlissa Amole; Jennifer S Silk
Journal:  Child Psychiatry Hum Dev       Date:  2019-06

3.  Association between attention bias to threat and anxiety symptoms in children and adolescents.

Authors:  Rany Abend; Leone de Voogd; Elske Salemink; Reinout W Wiers; Koraly Pérez-Edgar; Amanda Fitzgerald; Lauren K White; Giovanni A Salum; Jie He; Wendy K Silverman; Jeremy W Pettit; Daniel S Pine; Yair Bar-Haim
Journal:  Depress Anxiety       Date:  2017-12-06       Impact factor: 6.505

4.  Attention bias modification reduces neural correlates of response monitoring.

Authors:  Brady D Nelson; Felicia Jackson; Nader Amir; Greg Hajcak
Journal:  Biol Psychol       Date:  2017-09-01       Impact factor: 3.251

5.  A novel attention training paradigm based on operant conditioning of eye gaze: Preliminary findings.

Authors:  Rebecca B Price; Inez M Greven; Greg J Siegle; Ernst H W Koster; Rudi De Raedt
Journal:  Emotion       Date:  2015-09-21

6.  Attentional Bias Modification for Social Anxiety Disorder: What do Patients Think and Why does it Matter?

Authors:  Jennie M Kuckertz; Casey A Schofield; Elise M Clerkin; Jennifer Primack; Hannah Boettcher; Risa B Weisberg; Nader Amir; Courtney Beard
Journal:  Behav Cogn Psychother       Date:  2018-05-06

Review 7.  Pooled patient-level meta-analysis of children and adults completing a computer-based anxiety intervention targeting attentional bias.

Authors:  Rebecca B Price; Meredith Wallace; Jennie M Kuckertz; Nader Amir; Simona Graur; Logan Cummings; Paul Popa; Per Carlbring; Yair Bar-Haim
Journal:  Clin Psychol Rev       Date:  2016-09-20

8.  Improving the Reliability of Computational Analyses: Model-Based Planning and Its Relationship With Compulsivity.

Authors:  Vanessa M Brown; Jiazhou Chen; Claire M Gillan; Rebecca B Price
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2020-01-13

9.  Problematic alcohol use and acute intoxication predict anger-related attentional biases: A test of the alcohol myopia theory.

Authors:  Andrea A Massa; Olivia S Subramani; Christopher I Eckhardt; Dominic J Parrott
Journal:  Psychol Addict Behav       Date:  2018-11-19

Review 10.  Reward devaluation: Dot-probe meta-analytic evidence of avoidance of positive information in depressed persons.

Authors:  E Samuel Winer; Taban Salem
Journal:  Psychol Bull       Date:  2015-11-30       Impact factor: 17.737

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