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Vrijsen JN, Grafton B, Koster EHW, Lau J, Wittekind CE, Bar-Haim Y, Becker ES, Brotman MA, Joormann J, Lazarov A, MacLeod C, Manning V, Pettit JW, Rinck M, Salemink E, Woud ML, Hallion LS, Wiers RW. Towards implementation of cognitive bias modification in mental health care: State of the science, best practices, and ways forward. Behav Res Ther 2024; 179:104557. [PMID: 38797055 DOI: 10.1016/j.brat.2024.104557] [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: 01/31/2024] [Revised: 04/17/2024] [Accepted: 05/06/2024] [Indexed: 05/29/2024]
Abstract
Cognitive bias modification (CBM) has evolved from an experimental method testing cognitive mechanisms of psychopathology to a promising tool for accessible digital mental health care. While we are still discovering the conditions under which clinically relevant effects occur, the dire need for accessible, effective, and low-cost mental health tools underscores the need for implementation where such tools are available. Providing our expert opinion as Association for Cognitive Bias Modification members, we first discuss the readiness of different CBM approaches for clinical implementation, then discuss key considerations with regard to implementation. Evidence is robust for approach bias modification as an adjunctive intervention for alcohol use disorders and interpretation bias modification as a stand-alone intervention for anxiety disorders. Theoretical predictions regarding the mechanisms by which bias and symptom change occur await further testing. We propose that CBM interventions with demonstrated efficacy should be provided to the targeted populations. To facilitate this, we set a research agenda based on implementation frameworks, which includes feasibility and acceptability testing, co-creation with end-users, and collaboration with industry partners.
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Affiliation(s)
- Janna N Vrijsen
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands; Depression Expertise Center, Pro Persona Mental Health Care, Nijmegen, the Netherlands.
| | - Ben Grafton
- Centre for the Advancement of Research on Emotion, School of Psychological Science, University of Western Australia, Australia
| | - Ernst H W Koster
- Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium
| | - Jennifer Lau
- Youth Resilience Unit, Queen Mary University of London, UK
| | - Charlotte E Wittekind
- Department of Psychology, Clinical Psychology and Psychotherapy, LMU Munich, Germany
| | - Yair Bar-Haim
- School of Psychological Sciences, Tel-Aviv University, Tel Aviv-Yafo, Israel; School of Neuroscience, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Eni S Becker
- Behavioural Science Institute, Radboud University, Nijmegen, the Netherlands
| | - Melissa A Brotman
- Emotion and Development Branch, National Institute of Mental Health Intramural Research Program, National Institutes of Health, Bethesda, MD, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, Conneticut, USA
| | - Amit Lazarov
- School of Neuroscience, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Colin MacLeod
- Centre for the Advancement of Research on Emotion, School of Psychological Science, University of Western Australia, Australia
| | - Victoria Manning
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Victoria, Australia; Turning Point, Eastern Health, Melbourne, Victoria, Australia
| | - Jeremy W Pettit
- Department of Psychology and Center for Children and Families, Florida International University, Miami, FL, USA
| | - Mike Rinck
- Emotion and Development Branch, National Institute of Mental Health Intramural Research Program, National Institutes of Health, Bethesda, MD, USA
| | - Elske Salemink
- Department of Clinical Psychology, Faculty of Social and Behavioural Sciences, Utrecht University, the Netherlands
| | - Marcella L Woud
- Clinical Psychology and Experimental Psychopathology, Georg-Elias-Mueller-Institute of Psychology, University of Göttingen, Göttingen, Germany; Mental Health Research and Treatment Center, Ruhr-University Bochum, Bochum, Germany
| | | | - Reinout W Wiers
- Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, and Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
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Fricke K, Alexander N, Jacobsen T, Vogel S. Comparison of two reaction-time-based and one foraging-based behavioral approach-avoidance tasks in relation to interindividual differences and their reliability. Sci Rep 2023; 13:22376. [PMID: 38104189 PMCID: PMC10725419 DOI: 10.1038/s41598-023-49864-x] [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: 08/22/2023] [Accepted: 12/12/2023] [Indexed: 12/19/2023] Open
Abstract
Approaching rewards and avoiding punishments is a fundamental aspect of behavior, yet individuals differ in the extent of these behavioral tendencies. One popular method to assess differences in approach-avoidance tendencies and even modify them, is using behavioral tasks in which spontaneous responses to differently valenced stimuli are assessed (e.g., the visual joystick and the manikin task). Understanding whether these reaction-time-based tasks map onto the same underlying constructs, how they predict interindividual differences in theoretically related constructs and how reliable they are, seems vital to make informed judgements about current findings and future studies. In this preregistered study, 168 participants (81 self-identified men, 87 women) completed emotional face versions of these tasks as well as an alternative, foraging-based paradigm, the approach-avoidance-conflict task, and answered self-report questionnaires regarding anxiety, aggression, depressive symptoms, behavioral inhibition and activation. Importantly, approach-avoidance outcome measures of the two reaction-time-based tasks were unrelated with each other, showed little relation to self-reported interindividual differences and had subpar internal consistencies. In contrast, the approach-avoidance-conflict task was related to behavioral inhibition and aggression, and had good internal consistencies. Our study highlights the need for more research into optimizing behavioral approach-avoidance measures when using task-based approach-avoidance measures to assess interindividual differences.
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Affiliation(s)
- Kim Fricke
- Department of Psychology, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.
- Medical School Hamburg, ICAN Institute for Cognitive and Affective Neuroscience, Am Kaiserkai 1, 20457, Hamburg, Germany.
| | - Nina Alexander
- Department of Psychiatry and Psychotherapy, Philipps University Marburg, Rudolf-Bultmann-Str. 8, 35039, Marburg, Germany
| | - Thomas Jacobsen
- Experimental Psychology Unit, Helmut-Schmidt-University/University of the Federal Armed Forces Hamburg, Holstenhofweg 85, 22043, Hamburg, Germany
| | - Susanne Vogel
- Department of Psychology, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany
- Medical School Hamburg, ICAN Institute for Cognitive and Affective Neuroscience, Am Kaiserkai 1, 20457, Hamburg, Germany
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Caudle MM, Klaming R, Fong C, Harlé K, Taylor C, Spadoni A, Bomyea J. Approach avoidance training versus Sham in veterans with alcohol use disorder: protocol for a randomized controlled trial. BMC Psychiatry 2023; 23:499. [PMID: 37438722 PMCID: PMC10337098 DOI: 10.1186/s12888-023-04961-z] [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: 05/24/2023] [Accepted: 06/14/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Alcohol use disorder (AUD) is highly prevalent and commonly co-occurs with other psychiatric disorders among Veterans. Provisional evidence supports the use of Approach Avoidance Training (AAT) - a form of computer-delivered cognitive bias modification designed to target implicit approach bias for alcohol-related cues - as an adjunctive program to treat AUD. However, the extent to which AAT is effective for improving AUD recovery outcomes in outpatient Veteran samples and those with psychiatric comorbidities has been understudied to date. Here we describe a double-blind randomized controlled trial of AAT versus a comparison condition (Sham) being conducted in Veterans with comorbid psychiatric conditions completing outpatient standard care. METHODS One hundred thirty-six Veterans currently receiving outpatient treatment for AUD will be recruited for this randomized controlled trial with parallel group assignment. Participants will be randomized to either 6 weeks of AAT (n = 68) or Sham (n = 68) training in conjunction with usual care. Assessments will occur at baseline and 6 weeks, 3 months, and 6 months post-baseline. Primary outcome variables will include functional consequences of drinking. Secondary outcome variables will include alcohol consumption, and behavioral indicators of alcohol approach bias. A subset of participants (n = 51) will also complete functional magnetic resonance imaging (fMRI) to assess neural response during an alcohol approach bias assessment. DISCUSSION This study is the first randomized controlled trial of AAT administered as an adjunctive treatment to standard care in Veterans with AUD and comorbid psychiatric disorders. Additionally, behavioral and neuroimaging data will be used to determine the extent to which AAT targets approach bias for alcohol cues. If effective, AAT may be a promising low-cost adjunctive treatment option for individuals with AUD. REGISTRY NAME AAT for Alcohol Use Disorder in Veterans. TRIAL REGISTRATION ClinicalTrials.gov: NCT05372029; Date of Registration: 5/9/2022.
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Affiliation(s)
- M M Caudle
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, University of California, 6363 Alvarado Court, Suite 103, San Diego, CA, 92120, USA
| | - R Klaming
- Department of Veteran Affairs Medical Center, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
| | - C Fong
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, University of California, 6363 Alvarado Court, Suite 103, San Diego, CA, 92120, USA
| | - K Harlé
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
| | - C Taylor
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
| | - A Spadoni
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
| | - J Bomyea
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA.
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA.
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