Abstract
The relationship between trait rumination and working memory has not been well established. Previous studies have shown that high ruminators have poor working memory in general, while others have shown that they have superior working memory ability. Therefore, we tested the hypothesis that high ruminators have an imbalanced working memory ability, with inferior updating and superior attentional control abilities. A total of 178 graduate and undergraduate students completed three updating tasks: spatial 2-back, running memory, and memory updating; three attentional control tasks: Stroop, Eriksen flanker, and antisaccade; and two short-term memory tasks: dot matrix and digit span. Results of the latent variable analysis did not show any significant relationships between working memory factors, maladaptive brooding, and adaptive reflection. However, we observed imbalanced working memory at the individual task level, and increased reflection associated with superior antisaccade task performance and poor Stroop task performance. These findings suggest that high ruminators have an imbalanced working memory ability across task-specific components inherent in each task, such as oculomotor inhibition. Researchers should investigate the relationships between trait rumination and working memory, especially the aspects of superior ability, in more detail in further studies.
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References
Altamirano, L. J., Miyake, A., & Whitmer, A. J. (2010). When mental inflexibility facilitates executive control: Beneficial side effects of ruminative tendencies on goal maintenance. Psychological Science, 21(10), 1377–1382. https://doi.org/10.1177/0956797610381505.
Arditte, K. A., & Joormann, J. (2011). Emotion regulation in depression: Reflection predicts recovery from a major depressive episode. Cognitive Therapy and Research, 35(6), 536–543. https://doi.org/10.1007/s10608-011-9389-4.
Chang, E., Ecker, U. K., & Page, A. C. (2017). Impaired memory updating associated with impaired recall of negative words in dysphoric rumination—Evidence for a removal deficit. Behaviour Research and Therapy, 93, 22–28. https://doi.org/10.1016/j.brat.2017.03.008.
Conway, A. R., Jarrold, C., Kane, M. J., Miyake, A., & Towse, J. N. (2008). Variation in working memory: An introduction. Variation in Working Memory, 21–48. https://doi.org/10.1093/acprof:oso/9780195168648.001.0001.
Cox, S., Funasaki, K., Smith, L., & Mezulis, A. H. (2011). A prospective study of brooding and reflection as moderators of the relationship between stress and depressive symptoms in adolescence. Cognitive Therapy and Research, 36(4), 290–299. https://doi.org/10.1007/s10608-011-9373-z.
Dreisbach, G., & Fröber, K. (2019). On how to be flexible (or not): Modulation of the stability-flexibility balance. Current Directions in Psychological Science, 28(1), 3–9. https://doi.org/10.1177/0963721418800030.
Ecker, U. K., Lewandowsky, S., & Oberauer, K. (2014). Removal of information from working memory: A specific updating process. Journal of Memory and Language, 74, 77–90. https://doi.org/10.1016/j.jml.2013.09.003.
Friedman, N. P., Miyake, A., Young, S. E., DeFries, J. C., Corley, R. P., & Hewitt, J. K. (2008). Individual differences in executive functions are almost entirely genetic in origin. Journal of Experimental Psychology: General, 137(2), 201–225. https://doi.org/10.1037/0096-3445.137.2.201.
Gray, J. R., Chabris, C. F., & Braver, T. S. (2003). Neural mechanisms of general fluid intelligence. Nature Neuroscience, 6(3), 316–322. https://doi.org/10.1038/nn1014.
Gustavson, D. E., Lurquin, J. H., Michaelson, L. E., Barker, J. E., Carruth, N. P., von Bastian, C. C., & Miyake, A. (2019). Lower general executive function is primarily associated with trait worry: A latent variable analysis of negative thought/affect measures. Emotion, 1–16. https://doi.org/10.1037/emo0000584.
Hasegawa, A. (2013). Translation and initial validation of the Japanese version of the ruminative responses scale. Psychological Reports, 112(3), 716–726. https://doi.org/10.2466/02.08.pr0.112.3.716-726.
Hasegawa, A., Koda, M., Kondo, T., Hattori, Y., & Kawaguchi, J. (2013). Longitudinal predictions of the brooding and reflection subscales of the Japanese ruminative responses scale for depression. Psychological Reports, 113(2), 566–585. https://doi.org/10.2466/02.15.pr0.113x24z5.
Heitz, R. P., & Engle, R. W. (2007). Focusing the spotlight: Individual differences in visual attention control. Journal of Experimental Psychology: General, 136(2), 217–240. https://doi.org/10.1037/0096-3445.136.2.217.
Jonides, J., Schumacher, E. H., Smith, E. E., Lauber, E. J., Awh, E., Minoshima, S., & Koeppe, R. A. (1997). Verbal working memory load affects regional brain activation as measured by PET. Journal of Cognitive Neuroscience, 9(4), 462–475. https://doi.org/10.1162/jocn.1997.9.4.462.
Joormann, J., & Gotlib, I. H. (2008). Updating the contents of working memory in depression: Interference from irrelevant negative material. Journal of Abnormal Psychology, 117(1), 182–192. https://doi.org/10.1037/0021-843x.117.1.182.
Joormann, J., & Vanderlind, M. W. (2014). Emotion regulation in depression. Clinical Psychological Science, 2(4), 402–421. https://doi.org/10.1177/2167702614536163.
Joormann, J., Dkane, M., & Gotlib, I. H. (2006). Adaptive and maladaptive components of rumination? Diagnostic specificity and relation to depressive biases. Behavior Therapy, 37(3), 269–280. https://doi.org/10.1016/j.beth.2006.01.002.
Joormann, J., Levens, S. M., & Gotlib, I. H. (2011). Sticky thoughts. Psychological Science, 22(8), 979–983. https://doi.org/10.1177/0956797611415539.
Kane, M. J., & Engle, R. W. (2003). Working-memory capacity and the control of attention: The contributions of goal neglect, response competition, and task set to Stroop interference. Journal of Experimental Psychology: General, 132(1), 47–70. https://doi.org/10.1037/0096-3445.132.1.47.
Kane, M. J., Bleckley, K. M., Conway, A. R., & Engle, R. W. (2001). A controlled-attention view of working-memory capacity. Journal of Experimental Psychology: General, 130(2), 169–183. https://doi.org/10.1037/0096-3445.130.2.169.
Kane, M. J., Conway, A. R., Hambrick, D. Z., & Engle, R. W. (2008). Variation in working memory (pp. 21–48). https://doi.org/10.1093/acprof:oso/9780195168648.003.0002.
Kane, M. J., Meier, M. E., Smeekens, B. A., Gross, G. M., Chun, C. A., Silvia, P. J., & Kwapil, T. R. (2016). Individual differences in the executive control of attention, memory, and thought, and their associations with schizotypy. Journal of Experimental Psychology: General, 145(8), 1017–1048. https://doi.org/10.1037/xge0000184.
Kessler, Y., & Meiran, N. (2008). Two dissociable updating processes in working memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 34(6), 1339–1348. https://doi.org/10.1037/a0013078.
Koster, E. H., Lissnyder, E., Derakshan, N., & Raedt, R. (2011). Understanding depressive rumination from a cognitive science perspective: The impaired disengagement hypothesis. Clinical Psychology Review, 31(1), 138–145. https://doi.org/10.1016/j.cpr.2010.08.005.
Koster, E. H., 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. https://doi.org/10.1016/j.cpr.2017.02.002.
Leys, C., Ley, C., Klein, O., Bernard, P., & Licata, L. (2013). Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median. Journal of Experimental Social Psychology, 49(4), 764–766. https://doi.org/10.1016/j.jesp.2013.03.013.
Lissnyder, E., Derakshan, N., Raedt, R., & Koster, E. H. (2011). Depressive symptoms and cognitive control in a mixed antisaccade task: Specific effects of depressive rumination. Cognition & Emotion, 25(5), 886–897. https://doi.org/10.1080/02699931.2010.514711.
Lo, B. C., & Liu, J. C. (2017). Executive control in depressive rumination: Backward inhibition and non-inhibitory switching performance in a modified mixed antisaccade task. Frontiers in Psychology, 8(e105355), 1–9. https://doi.org/10.3389/fpsyg.2017.00136.
Marchetti, I., Mor, N., Chiorri, C., & Koster, E. H. (2018). The brief state rumination inventory (BSRI): Validation and psychometric evaluation. Cognitive Therapy and Research, 42(4), 447–460. https://doi.org/10.1007/s10608-018-9901-1.
Meiran, N., Amond, G., Toder, D., & Nemets, B. (2011). Cognitive rigidity in unipolar depression and obsessive compulsive disorder: Examination of task switching, Stroop, working memory updating and post-conflict adaptation. Psychiatry Research, 185(1–2), 149–156. https://doi.org/10.1016/j.psychres.2010.04.044.
Miyake, A., & Friedman, N. P. (2012). The nature and organization of individual differences in executive functions. Current Directions in Psychological Science, 21(1), 8–14. https://doi.org/10.1177/0963721411429458.
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. https://doi.org/10.1006/cogp.1999.0734.
Miyake, A., Friedman, N. P., Rettinger, D. A., Shah, P., & Hegarty, M. (2001). How are visuospatial working memory, executive functioning, and spatial abilities related? A latent-variable analysis. Journal of Experimental Psychology: General, 130(4), 621–640. https://doi.org/10.1037//0096-3445.130.4.621.
Muthèn, L. K., & Muthèn, B. O. (1998–2017). Mplus user’s guide (Eighth ed.). Los Angeles: Muthèn & Muthèn.
Nigg, J. T. (2000). On inhibition/disinhibition in developmental psychopathology: Views from cognitive and personality psychology and a working inhibition taxonomy. Psychological Bulletin, 126(2), 220–246. https://doi.org/10.1037/0033-2909.126.2.220.
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), 115–121. https://doi.org/10.1037/0022-3514.61.1.115.
Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3(5), 400–424. https://doi.org/10.1111/j.1745-6924.2008.00088.x.
Oberauer, K. (2005). Binding and inhibition in working memory: Individual and age differences in short-term recognition. Journal of Experimental Psychology: General, 134(3), 368–387. https://doi.org/10.1037/0096-3445.134.3.368.
Onraedt, T., & Koster, E. H. (2014). Training working memory to reduce rumination. PLoS One, 9(3), e90632–e90612. https://doi.org/10.1371/journal.pone.0090632.
Peirce, J. W. (2008). Generating stimuli for neuroscience using PsychoPy. Frontiers in Neuroinformatics, 2, 1–8. https://doi.org/10.3389/neuro.11.010.2008.
Rac-Lubashevsky, R., & Kessler, Y. (2016). Decomposing the n-back task: An individual differences study using the reference-back paradigm. Neuropsychologia, 90, 190–199. https://doi.org/10.1016/j.neuropsychologia.2016.07.013.
Radloff, L. (1977). The CES-D scale. Applied Psychological Measurement, 1(3), 385–401. https://doi.org/10.1177/014662167700100306.
Sanchez, A., Vazquez, C., Marker, C., LeMoult, J., & Joormann, J. (2013). Attentional disengagement predicts stress recovery in depression: An eye-tracking study. Journal of Abnormal Psychology, 122(2), 303–313. https://doi.org/10.1037/a0031529.
Shima, S., Shikano, T., Kitamura, T., & Asai, M. (1985). Atarasii yokuutsusei no jikohyoukasyakudo nitsuite. Psychiatry, 27(1), 717–723. https://doi.org/10.11477/mf.1405203967.
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. https://doi.org/10.1007/s10608-006-9118-6.
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. https://doi.org/10.1177/2167702614536160.
Snyder, H. R., Miyake, A., & Hankin, B. L. (2015). Advancing understanding of executive function impairments and psychopathology: Bridging the gap between clinical and cognitive approaches. Frontiers in Psychology, 6(e31546), 259–224. https://doi.org/10.3389/fpsyg.2015.00328.
Szmalec, A., Verbruggen, F., Vandierendonck, A., & Kemps, E. (2011). Control of interference during working memory updating. Journal of Experimental Psychology: Human Perception and Performance, 37(1), 137–151. https://doi.org/10.1037/a0020365.
Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27(3), 247–259. https://doi.org/10.1023/a:1023910315561.
Unsworth, N., & Spillers, G. J. (2010). Working memory capacity: Attention control, secondary memory, or both? A direct test of the dual-component model. Journal of Memory and Language, 62(4), 392–406. https://doi.org/10.1016/j.jml.2010.02.001.
Whitmer, A. J., & Gotlib, I. H. (2013). An attentional scope model of rumination. Psychological Bulletin, 139(5), 1036–1061. https://doi.org/10.1037/a0030923.
Wolff, M., Krönke, K.-M., Venz, J., Kräplin, A., Bühringer, G., Smolka, M. N., & Goschke, T. (2016). Action versus state orientation moderates the impact of executive functioning on real-life self-control. Journal of Experimental Psychology: General, 145(12), 1635–1653. https://doi.org/10.1037/xge0000229.
Yang, Y., Cao, S., Shields, G. S., Teng, Z., & Liu, Y. (2016). The relationships between rumination and core executive functions: A meta-analysis. Depression and Anxiety, 34(1), 37–50. https://doi.org/10.1002/da.22539.
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. https://doi.org/10.1016/j.jbtep.2010.06.001.
Zetsche, U., D’Avanzato, C., & Joormann, J. (2012). Depression and rumination: Relation to components of inhibition. Cognition & Emotion, 26(4), 758–767. https://doi.org/10.1080/02699931.2011.613919.
Zetsche, U., Bürkner, P.-C., & Schulze, L. (2018). Shedding light on the association between repetitive negative thinking and deficits in cognitive control—A meta-analysis. Clinical Psychology Review, 63, 56–65. https://doi.org/10.1016/j.cpr.2018.06.001.
Acknowledgements
This work was supported by the Japan Society for the Promotion of Science (grant number 16 J00786) for first author. This work was performed as part of a doctoral thesis at University of Tsukuba (2018).
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Nishimura, H., Hasegawa, A., Nishiguchi, Y. et al. Relationship between trait rumination and imbalanced working memory: Analysis at the latent variable and individual task levels. Curr Psychol 41, 2896–2907 (2022). https://doi.org/10.1007/s12144-020-00804-2
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DOI: https://doi.org/10.1007/s12144-020-00804-2