Abstract
Background
Remitted depressed (RMD) individuals form a risk group for developing future depressive episodes. Improving cognitive control may reduce the risk to develop novel depressive symptoms, as beneficial effects of such training were demonstrated in RMD individuals.
Method
The current study attempted to replicate and extend these results. In this randomized controlled trial (ClinicalTrials.gov NCT03278756), 68 RMD individuals were allocated to a cognitive control training or an active control condition, each comprised of 10 homework sessions dispersed over two weeks. Primary outcome measures were depressive symptomatology and rumination. Assessment took place before and after training and at 3 and 6 month follow-up.
Results
This study showed training-related cognitive transfer and mixed effects on indicators of subjective cognitive functioning, depressive- and anxiety symptoms, as well as broader residual complaints. In addition, we failed to observe previously reported beneficial effects of CCT on indicators of emotion regulation and resilience.
Conclusions
Given the partial replication of previously reported effects of cognitive control training in RMD, further research is needed.
Similar content being viewed by others
Data Availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Austin, M. P., Mitchell, P., & Goodwin, G. M. (2001). Cognitive deficits in depression: Possible implications for functional neuropathology. The British Journal of Psychiatry, 178(3), 200–206.
Austin, M. P., Ross, M., Murray, C., O’Carroll, R. E., Ebmeier, K. P., & Goodwin, G. M. (1992). Cognitive function in major depression. Journal of Affective Disorders, 25(1), 21–29.
Baune, B. T., Miller, R., McAfoose, J., Johnson, M., Quirk, F., & Mitchell, D. (2010). The role of cognitive impairment in general functioning in major depression. Psychiatry Research, 176(2–3), 183–189.
Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Beck depression inventory-II. San Antonio, 78(2), 490-498.
Beshai, S., Dobson, K. S., Bockting, C. L., & Quigley, L. (2011). Relapse and recurrence prevention in depression: Current research and future prospects. Clinical Psychology Review, 31(8), 1349–1360.
Bockting, C. L., Spinhoven, P., Koeter, M. W., Wouters, L. F., & Schene, A. H. (2006). Prediction of recurrence in recurrent depression and the influence of consecutive episodes on vulnerability for depression: A 2-year prospective study. The Journal of Clinical Psychiatry. https://doi.org/10.4088/JCP.v67n0508
Braver, T. S. (2012). The variable nature of cognitive control: A dual mechanisms framework. Trends in Cognitive Sciences, 16(2), 106–113.
Brugha, T. S., & Cragg, D. (1990). The list of threatening experiences: The reliability and validity of a brief life events questionnaire. Acta Psychiatrica Scandinavica, 82(1), 77–81.
Brunoni, A. R., Boggio, P. S., De Raedt, R., Benseñor, I. M., Lotufo, P. A., Namur, V., Valiengo, L. C., & Vanderhasselt, M.-A. (2014). Cognitive control therapy and transcranial direct current stimulation for depression: A randomized controlled trial. Journal of Affective Disorders, 162, 43–49.
Calkins, A. W., McMorran, K. E., Siegle, G. J., & Otto, M. W. (2015). The effects of computerized cognitive control training on community adults with depressed mood. Behavioural and Cognitive Psychotherapy, 43(5), 578–589.
Chen, J. I., & Hergert, D. C. (2017). New perspectives in mental health: Addressing cognitive deficits in remitted depression. Journal of Psychiatric and Mental Health Nursing, 24(4), 252–259.
Collette, F., & Van der Linden, M. (2002). Brain imaging of the central executive component of working memory. Neuroscience & Biobehavioral Reviews, 26(2), 105–125.
Connor, K. M., & Davidson, J. R. (2003). Development of a new resilience scale: The Connor-Davidson resilience scale (CD-RISC). Depression and Anxiety, 18(2), 76–82.
de Beurs, E., Van Dyck, R., Marquenie, L. A., Lange, A., & Blonk, R. W. (2001). De DASS: Een vragenlijst voor het meten van depressie, angst en stress. Gedragstherapie, 34(1), 35–54.
De Lissnyder, E., Koster, E. H. W., Goubert, L., Onraedt, T., Vanderhasselt, M. A., & De Raedt, R. (2012). Cognitive control moderates the association between stress and rumination. Journal of Behavior Therapy and Experimental Psychiatry, 43(1), 519–525.
De Raedt, R., & Koster, E. H. W. (2010). Understanding vulnerability for depression from a cognitive neuroscience perspective: A reappraisal of attentional factors and a new conceptual framework. Cognitive, Affective, & Behavioral Neuroscience, 10(1), 50–70.
Devilly, G. J., & Borkovec, T. D. (2000). Psychometric properties of the credibility/expectancy questionnaire. Journal of Behavior Therapy and Experimental Psychiatry, 31(2), 73–86.
Dunstan, D. A., Scott, N., & Todd, A. K. (2017). Screening for anxiety and depression: Reassessing the utility of the Zung scales. BMC Psychiatry, 17(1), 329.
Garnefski, N., Kraaij, V., & Spinhoven, P. (2001). Negative life events, cognitive emotion regulation and emotional problems. Personality and Individual Differences, 30(8), 1311–1327.
Gronwall, D. M. A. (1977). Paced auditory serial-addition task: A measure of recovery from concussion. Perceptual and Motor Skills, 44(2), 367–373.
Hartman, C. A., & Rothbart, M. K. (2001). Dutch translation of the adult temperament questionnaire. Department of Psychiatry, Internal publication ARIADNE research group.
Harvey, P. O., Le Bastard, G., Pochon, J. B., Levy, R., Allilaire, J. F., Dubois, B. E. E. A., & Fossati, P. (2004). Executive functions and updating of the contents of working memory in unipolar depression. Journal of Psychiatric Research, 38(6), 567–576.
Hoorelbeke, K., Faelens, L., Behiels, J., & Koster, E. H. W. (2015a). Internet-delivered cognitive control training as a preventive intervention for remitted depressed patients: Protocol for a randomized controlled trial. BMC Psychiatry, 15(1), 125.
Hoorelbeke, K., & Koster, E. H. W. (2017). Internet-delivered cognitive control training as a preventive intervention for remitted depressed patients: Evidence from a double-blind randomized controlled trial study. Journal of Consulting and Clinical Psychology, 85(2), 135.
Hoorelbeke, K., Koster, E. H. W., Demeyer, I., Loeys, T., & Vanderhasselt, M. A. (2016). Effects of cognitive control training on the dynamics of (mal) adaptive emotion regulation in daily life. Emotion, 16(7), 945.
Hoorelbeke, K., Koster, E. H. W., Vanderhasselt, M. A., Callewaert, S., & Demeyer, I. (2015b). The influence of cognitive control training on stress reactivity and rumination in response to a lab stressor and naturalistic stress. Behaviour Research and Therapy, 69, 1–10.
Hoorelbeke, K., Van den Bergh, N., De Raedt, R., Wichers, M., & Koster, E. H. W. (2021). Preventing recurrence of depression: Long-term effects of a randomized controlled trial on cognitive control training for remitted depressed patients. Clinical Psychological Science. https://doi.org/10.1177/2167702620979775
Hunt, S. M., & McKenna, S. P. (1992). The QLDS: A scale for the measurement of quality of life in depression. Health Policy, 22(3), 307–319.
Joormann, J., & Gotlib, I. H. (2010). Emotion regulation in depression: Relation to cognitive inhibition. Cognition and Emotion, 24(2), 281–298.
Joormann, J., Yoon, K. L., & Zetsche, U. (2007). Cognitive inhibition in depression. Applied and Preventive Psychology, 12(3), 128–139.
Kanske, P., & Kotz, S. A. (2012). Effortful control, depression, and anxiety correlate with the influence of emotion on executive attentional control. Biological Psychology, 91(1), 88–95.
Koster, E. H. W., Hoorelbeke, K., Onraedt, T., Owens, M., & Derakshan, N. (2017). Cognitive control interventions for depression: A systematic review of findings from training studies. Clinical Psychology Review, 53, 79–92.
Lazeron, R. H., Rombouts, S. A., de Sonneville, L., Barkhof, F., & Scheltens, P. (2003). A paced visual serial addition test for fMRI. Journal of the Neurological Sciences, 213(1–2), 29–34.
Letkiewicz, A. M., Miller, G. A., Crocker, L. D., Warren, S. L., Infantolino, Z. P., Mimnaugh, K. J., & Heller, W. (2014). Executive function deficits in daily life prospectively predict increases in depressive symptoms. Cognitive Therapy and Research, 38(6), 612–620.
Levens, S. M., & Gotlib, I. H. (2015). Updating emotional content in recovered depressed individuals: Evaluating deficits in emotion processing following a depressive episode. Journal of Behavior Therapy and Experimental Psychiatry, 48, 156–163.
Lovibond, P. F., & Lovibond, S. H. (1995). The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour Research and Therapy, 33(3), 335–343.
Millan, M. J., Agid, Y., Brüne, M., Bullmore, E. T., Carter, C. S., Clayton, N. S., Connor, R., Davis, S., Deakin, B., DeRubeis, R. J., Dubois, B., Geyer, M. A., Goodwin, G. M., Gorwood, P., Jay, T. M., Joëls, M., Mansuy, I. M., Meyer-Lindenberg, A., Murphy, D., …& Young, L. J. (2012). Cognitive dysfunction in psychiatric disorders: Characteristics, causes and the quest for improved therapy. Nature Reviews Drug Discovery, 11(2), 141.
Moriya, J., & Tanno, Y. (2008). Relationships between negative emotionality and attentional control in effortful control. Personality and Individual Differences, 44(6), 1348–1355.
Motter, J. N., Pimontel, M. A., Rindskopf, D., Devanand, D. P., Doraiswamy, P. M., & Sneed, J. R. (2016). Computerized cognitive training and functional recovery in major depressive disorder: A meta-analysis. Journal of Affective Disorders, 189, 184–191.
Nolen-Hoeksema, S., & Morrow, J. (1991). A prospective study of depression and posttraumatic stress symptoms after a natural disaster: The 1989 Loma Prieta Earthquake. Journal of Personality and Social Psychology, 61(1), 115.
O’Brien, H. L., & Toms, E. G. (2010). The development and evaluation of a survey to measure user engagement. Journal of the American Society for Information Science and Technology, 61(1), 50–69.
Overbeek, T., Schruers, K., & Griez, E. (1999). Mini international neuropsychiatric interview. University of Maastricht.
Owens, M., Koster, E. H. W., & Derakshan, N. (2011). Impaired filtering of irrelevant information in dysphoria: An ERP study. Social Cognitive and Affective Neuroscience, 7(7), 752–763.
Peeters, F., Nicolson, N., Wichers, M., & Hacker, P. (2013). Remission of depression questionnaire-Dutch translation (RDQ-NL). Maastricht: Dept. of Psychiatry and Psychology.
Porter, R. J., Bourke, C., & Gallagher, P. (2007). Neuropsychological impairment in major depression: Its nature, origin and clinical significance. Australian & New Zealand Journal of Psychiatry, 41(2), 115–128.
Ronold, E. H., Joormann, J., & Hammar, Å. (2019). Facing recovery: Emotional bias in working memory, rumination, relapse, and recurrence of major depression; an experimental paradigm conducted five years after first episode of major depression. Applied Neuropsychology: Adult, 27, 299–310.
Rosmalen, J. G. M., Bos, E. H., & de Jonge, P. (2012). Validation of the long-term difficulties inventory (LDI) and the list of threatening experiences (LTE) as measures of stress in epidemiological population-based cohort studies. Psychological Medicine, 42(12), 2599–2608.
Rothbart, M. K., Ahadi, S. A., & Evans, D. E. (2000). Temperament and personality: Origins and outcomes. Journal of Personality and Social Psychology, 78(1), 122.
Segrave, R. A., Arnold, S., Hoy, K., & Fitzgerald, P. B. (2014). Concurrent cognitive control training augments the antidepressant efficacy of tDCS: A pilot study. Brain Stimulation, 7(2), 325–331.
Semkovska, M., Quinlivan, L., O’Grady, T., Johnson, R., Collins, A., O’Connor, J., Knittle, H., Ahern, E., & Gload, T. (2019). Cognitive function following a major depressive episode: A systematic review and meta-analysis. The Lancet Psychiatry. https://doi.org/10.1016/S2215-0366(19)30291-3
Sheehan, D. V., Lecrubier, Y., Sheehan, K. H., Amorim, P., Janavs, J., Weiller, E., Hergueta, T., Baker, R., & Dunbar, G. C. (1998). The mini-international neuropsychiatric interview (MINI): The development and vssalidation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. The Journal of Clinical Psychiatry., 59(Suppl 20), 22–33.
Siegle, G. J., Ghinassi, F., & Thase, M. E. (2007). Neurobehavioral therapies in the 21st century: Summary of an emerging field and an extended example of cognitive control training for depression. Cognitive Therapy and Research, 31(2), 235–262.
Siegle, G. J., Price, R. B., Jones, N. P., Ghinassi, F., Painter, T., & Thase, M. E. (2014). You gotta work at it: Pupillary indices of task focus are prognostic for response to a neurocognitive intervention for rumination in depression. Clinical Psychological Science, 2(4), 455–471.
Siegle, G. J., Steinhauer, S. R., Thase, M. E., Stenger, V. A., & Carter, C. S. (2002). Can’t shake that feeling: Event-related fMRI assessment of sustained amygdala activity in response to emotional information in depressed individuals. Biological Psychiatry, 51(9), 693–707.
Smith, E. E., & Jonides, J. (1999). Storage and executive processes in the frontal lobes. Science, 283(5408), 1657–1661.
Snyder, H. R. (2013). Major depressive disorder is associated with broad impairments on neuropsychological measures of executive function: A meta-analysis and review. Psychological Bulletin, 139(1), 81.
Tombaugh, T. N. (2006). A comprehensive review of the paced auditory serial addition test (PASAT). Archives of Clinical Neuropsychology, 21(1), 53–76.
Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27, 247–259.
Tuynman-Qua, H., De Jonghe, F., & McKenna, S. P. (1997). Quality of life in depression scale (QLDS). Development, reliability, validity, responsiveness and application. European Psychiatry, 12(4), 199–202.
Van der Does, A. (2002). BDI-II-NL. Handleiding. De Nederlandse versie van de Beck depression inventory. In: Lisse: Harcourt Test Publishers.
Vervaeke, J., Hoorelbeke, K., Baeken, C., Van Looy, J., & Koster, E. H. W. (2020). Transfer and motivation after cognitive control training for remitted depression in healthy sample. Journal of Cognitive Enhancement, 4, 49–61.
Vervaeke, J., Van Looy, J., Hoorelbeke, K., Baeken, C., & Koster, E. H. W. (2018). Gamified cognitive control training for remitted depressed individuals: User requirements analysis. JMIR Serious Games, 6(2), e6.
Zetsche, U., & Joormann, J. (2011). Components of interference control predict depressive symptoms and rumination cross-sectionally and at six months follow-up. Journal of Behavior Therapy and Experimental Psychiatry, 42(1), 65–73.
Zimmerman, M., Martinez, J. H., Attiullah, N., Friedman, M., Toba, C., Boerescu, D. A., & Ragheb, M. (2013). A new type of scale for determining remission from depression: The remission from depression questionnaire. Journal of Psychiatric Research, 47(1), 78–82.
Acknowledgements
The authors wish to thank Sara De Witte for her help with the telephone screening.
Funding
This research was supported by an Applied Biomedical (TBM) grant of the Agency for Innovation through Science and Technology (IWT), part of the Research Foundation–Flanders (FWO), awarded to the PrevenD project (B/14730/01). KH is a Postdoctoral Fellow of the FWO (FWO.3EO.2018.0031.01).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
Jasmien Vervaeke, Kristof Hoorelbeke, Chris Baeken and Ernst H.W. Koster declare that they have no conflict of interest.
Human and Animal Rights Statements
This article does not contain any studies with animals performed by any of the authors.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Vervaeke, J., Hoorelbeke, K., Baeken, C. et al. Online Cognitive Control Training for Remitted Depressed Individuals: A Replication and Extension Study. Cogn Ther Res 45, 944–958 (2021). https://doi.org/10.1007/s10608-021-10238-0
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10608-021-10238-0