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Original Articles and Reviews

Impairments in Mental Model Construction and Benefits of Defocused Attention

Distinctive Facets of Subclinical Depression

Published Online:https://doi.org/10.1027/1016-9040/a000133

In this article, we examine the hypothesis that cognitive deficits in subclinical depression become especially evident in tasks that require the integration of piecemeal information into more coherent mental representations, such as mental models. It is argued that in states of subclinical depression, attempts at integrative thinking or problem solving are limited by cognitive exhaustion which prevents the use of effective cognitive strategies. This basic argument is illustrated by paradigms addressing the construction of mental models based on sentiment or linear order information. It is shown that subclinical depression is associated with a distinct deficit in integrative reasoning, but no deficits in non-integrative processing such as initial information sampling or memory retrieval. Recent evidence of a neurophysiological correlate of this specific deficit in subclinical depression is discussed in terms of the moderating role of frontal alpha asymmetry, and in terms of a specific pattern of parietal brain activation during processing of mental models. Also, a distinctive, not deficit-related, facet of depressed cognitive symptoms is proposed, indicating a possible adaptive value of defocused attention in subclinically depressed mood. This defocused attention approach is supported by experimental and eyetracking research, and by recent theoretical models and empirical evidence showing performance benefits in depression for some cognitive and creative tasks.

References

  • Abramson, L. Y., Seligman, M. E. P., Teasdale, J. (1978). Learned helplessness in humans: Critique and reformulation. Journal of Abnormal Psychology, 87, 49–74. First citation in articleCrossrefGoogle Scholar

  • Acuna, B. D., Eliassen, J. C., Donoghue, J. P., Sanes, J. N. (2002). Frontal and parietal lobe activation during transitive inference in humans. Cereb Cortex, 12, 1312–1321. First citation in articleCrossrefGoogle Scholar

  • Albinski, R., Kliegel, M., Sedek, G., Kleszczewska-Albinska, A. (2012). Positive effects of subclinical depression in prospective memory and ongoing tasks in young and old adults. Aging, Neuropsychology and Cognition, 19, 35–57. First citation in articleCrossrefGoogle Scholar

  • Allen, J. J. B., Urry, H. L., Hitt, S. K., Coan, J. A. (2004). The stability of resting frontal electroencephalographic asymmetry in depression. Psychophysiology, 41, 269–280. First citation in articleCrossrefGoogle Scholar

  • Alloy, L. B., Abramson, L. Y. (1979). Judgment of contingency in depressed and nondepressed students: Sadder but wiser? Journal of Experimental Psychology: General, 108, 441–485. First citation in articleCrossrefGoogle Scholar

  • Andrews, P. W., Thomson, J. R. (2009). The bright side of being blue: Depression as an adaptation for analyzing complex problems. Psychological Review, 116, 620–654. First citation in articleCrossrefGoogle Scholar

  • Bargh, J. A., Tota, M. E. (1988). Context-dependent automatic processing in depression: Accessibility of negative constructs with regard to self but not others. Journal of Personality and Social Psychology, 54, 925–939. First citation in articleCrossrefGoogle Scholar

  • Beck, A. T. (1967). Depression: Causes and treatment. Philadelphia, PA: University of Pennsylvania Press. First citation in articleGoogle Scholar

  • Brewer, W. F. (1987). Schemas versus mental models in human memory. In P. Morris (Ed.), Modelling cognition (pp. 187–197). Chichester, UK: Wiley. First citation in articleGoogle Scholar

  • Brzezicka, A., Kaminski, J., Wolynczyk, D., Sedek, G. (2011). Reasoning deficits in depression – the moderating role of frontal alpha asymmetry Submitted for publication. First citation in articleGoogle Scholar

  • Brzezicka, A., Krejtz, I., von Hecker, U., Laubrock. (2011). Eye movement evidence for defocused attention in dysphoria: A perceptual span analysis. International Journal of Psychophysiology, 85, 129–133. First citation in articleCrossrefGoogle Scholar

  • Brzezicka, A., Sedek, G., Marchewka, A., Gola, M., Jednorog, K., Krolicki, L., Wrobel, A. (2011). A role for the right prefrontal and bilateral parietal cortex in four-term transitive reasoning: An fMRI study with abstract linear syllogism tasks. Acta Neurobiologiae Experimentalis, 71, 479–495. First citation in articleGoogle Scholar

  • Burt, D. B., Zembar, M. J., Niederehe, G. (1995). Depression and memory impairment: A meta-analysis of the association, its pattern, and specificity. Psychological Bulletin, 117, 285–305. First citation in articleCrossrefGoogle Scholar

  • Cartwright, D., Harary, F. (1956). Structural balance: A generalization of Heider’s theory. Psychological Review, 63, 277–293. First citation in articleCrossrefGoogle Scholar

  • Channon, S., Baker, J. E., Robertson, M. M. (1993). Effects of structure and clustering on recall and recognition memory in clinical depression. Journal of Abnormal Psychology, 102, 323–326. First citation in articleCrossrefGoogle Scholar

  • Christoff, K., Keramatian, K., Alan, G. M., Smith, R., Maedler, B. (2009). Representational topography in lateral prefrontal cortex according to levels of abstraction. Brain Research, 1286, 94–105. First citation in articleCrossrefGoogle Scholar

  • Cicek, M., Nalcaci, E. (2001). Interhemispheric asymmetry of EEG alpha activity at rest and during the Wisconsin Card Sorting Test: Relations with performance. Biological Psychology, 58, 75–88. First citation in articleCrossrefGoogle Scholar

  • Conway, M., Giannopoulos, C. (1993). Dysphoria and decision making: Limited information use for evaluation of multiattribute targets. Journal of Personality and Social Psychology, 64, 613–623. First citation in articleCrossrefGoogle Scholar

  • Crockett, W. H. (1982). Balance, agreement and positivity in the cognition of small social structures. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 15, pp. 1–57). New York, NY: Academic Press. First citation in articleGoogle Scholar

  • Davidson, R. J. (1998). Anterior electrophysiological asymmetries, emotion, and depression: Conceptual and methodological conundrums. Psychophysiology, 35, 607–614. First citation in articleCrossrefGoogle Scholar

  • Davidson, R. J. (2004). What does the prefrontal cortex “do” in affect: Perspectives on frontal EEG asymmetry research. Biological Psychology, 67, 219–233. First citation in articleCrossrefGoogle Scholar

  • Davis, C. G., Wortman, C. B., Silver, R. C., Thompson, S. C. (1995). The undoing of traumatic life events. Personality and Social Psychology Bulletin, 21, 109–124. First citation in articleCrossrefGoogle Scholar

  • Dutke, S., von Hecker, U. (2011). Comprehending ambiguous texts: A high reading span helps to constrain the situation model. Journal of Cognitive Psychology, 23, 227–242. First citation in articleCrossrefGoogle Scholar

  • Edwards, F. S., Weary, G. (1993). Depression and the information-formation continuum: Piecemeal processing despite the availability of category information. Journal of Personality and Social Psychology, 64, 636–645. First citation in articleCrossrefGoogle Scholar

  • Ellis, H. C., Ashbrook, P. W. (1988). Resource allocation model of the effects of depressed mood states on memory. In K. Fiedler, J. Forgas (Eds.), Affect, cognition and social behavior (pp. 25–43). Toronto, ON: Hogrefe. First citation in articleGoogle Scholar

  • Flett, G. L., Vredenburg, K., Kramses, L. (1997). The continuity of depression in clinical and nonclinical samples. Psychological Bulletin, 121, 395–416. First citation in articleCrossrefGoogle Scholar

  • Gannon, K. M., Skowronski, J. J., Betz, A. L. (1994). Depressive diligence in social information processing: Implications for order effects in impressions and for social memory. Social Cognition, 12, 263–280. First citation in articleCrossrefGoogle Scholar

  • Garnham, A. (1997). Representing information in mental models. In M. A. Conway (Ed.), Cognitive models of memory (pp. 149–172). Cambridge, MA: MIT Press. First citation in articleGoogle Scholar

  • Goel, V. (2005). Cognitive neuroscience of deductive reasoning. In K. Holyoak, R. Morrison (Eds.), Cambridge handbook of thinking and reasoning (pp. 475–492). Cambridge, UK: Cambridge University Press. First citation in articleGoogle Scholar

  • Goel, V. (2007). Anatomy of deductive reasoning. Trends in the Cognitive Sciences, 11, 435–441. First citation in articleCrossrefGoogle Scholar

  • Gotlib, I. H., Hammen, C. L. (1992). Psychological aspects of depression: Toward a cognitive-interpersonal integration. Chichester, UK: Wiley. First citation in articleGoogle Scholar

  • Gotlib, I. H., Roberts, J. E., Gilboa, E. (1996). Cognitive interference in depression. In I. G. Sarason, G. R. Pierce, B. R. Sarason (Eds.), Cognitive interference: Theories, methods, and findings (pp. 347–377). Mahwah, NJ: Erlbaum. First citation in articleGoogle Scholar

  • Greeno, J. G. (1989). Situations, mental models, and generative knowledge. In D. Klahr, K. Kotovsky (Eds.), Complex information processing (pp. 285–318). Hillsdale, NJ: Erlbaum. First citation in articleGoogle Scholar

  • Harmon-Jones, E. (2003). Clarifying the emotive functions of asymmetrical frontal cortical activity. Psychophysiology, 40, 838–848. First citation in articleCrossrefGoogle Scholar

  • Hartlage, S., Alloy, L. B., Vazquez, C., Dykman, D. (1993). Automatic and effortful processing in depression. Psychological Bulletin, 113, 247–278. First citation in articleCrossrefGoogle Scholar

  • Hasher, L., Zacks, R. (1979). Automatic and effortful processes in memory. Journal of Experimental Psychology: General, 108, 356–388. First citation in articleCrossrefGoogle Scholar

  • Heider, F. (1958). The psychology of interpersonal relations. New York, NY: Wiley. First citation in articleCrossrefGoogle Scholar

  • Hertel, P. T. (1997). On the contributions of deficient cognitive control to memory impairments in depression. Cognition and Emotion, 11, 569–583. First citation in articleCrossrefGoogle Scholar

  • Hertel, P. T. (2004). Memory for emotional and nonemotional events in depression: A question of habit? In D. Reisberg, P. Hertel (Eds.), Memory and emotion. New York, NY: Oxford University Press. First citation in articleCrossrefGoogle Scholar

  • Hertel, P. T., Hardin, T. S. (1990). Remembering with and without awareness in depressed mood: Evidence of deficits in initiative. Journal Experimental Psychology: General, 119, 45–59. First citation in articleCrossrefGoogle Scholar

  • Hertel, P. T., Rude, S. S. (1991). Depressive deficits in memory: Focusing attention improves subsequent recall. Journal Experimental Psychology: General, 120, 301–309. First citation in articleCrossrefGoogle Scholar

  • Hinton, E. C., Dymond, S., von Hecker, U., Evans, C. J. (2010). Neural correlates of relational reasoning and the symbolic distance effect: Involvement of parietal cortex. Neuroscience, 168, 138–148. First citation in articleCrossrefGoogle Scholar

  • Hinton, E., von Hecker, U., Singh, K., Wise, R. (2008). Generative reasoning in subclinical depression: Exploring the neural basis. Unpublished manuscript, Cardiff University, Cardiff, Wales, UK. First citation in articleGoogle Scholar

  • Holland, J. H., Holyoak, K. J., Nisbett, R. E., Thagard, P. R. (1986). Induction: Processes of inference, learning, and discovery. Cambridge, MA: MIT Press. First citation in articleGoogle Scholar

  • Hummert, M. L., Crockett, W. H., Kemper, S. (1990). Processing mechanisms underlying use of the balance schema. Journal of Personality and Social Psychology, 58, 5–21. First citation in articleCrossrefGoogle Scholar

  • Johnson-Laird, P. N. (1983). Mental models: Towards a cognitive science of language, inference and consciousness. Cambridge, UK: Cambridge University Press. First citation in articleGoogle Scholar

  • Johnson-Laird, P. N. (1996). Images, models, and propositional representations. In M. de Vega, M. J. Intons-Peterson, P. N. Johnson-Laird, M. Denis, M. Marschark (Eds.), Models of visuospatial cognition (pp. 90–127). Oxford, UK: Oxford University Press. First citation in articleGoogle Scholar

  • Joormann , (2005). Inhibition, rumination, and mood regulation in depression. In R. W. Engle, G. Sedek, U. von Hecker, D. N. McIntosh (Eds.), Cognitive limitations in aging and psychopathology (pp. 275–312). New York, NY: Cambridge University Press. First citation in articleCrossrefGoogle Scholar

  • Kemp, A. H., Griffiths, K., Felmingham, K. L., Shankman, S. A., Drinkenburg, W., Arns, M., … Bryant, R. A. (2010). Disorder specificity despite comorbidity: Resting EEG alpha asymmetry in major depressive disorder and post-traumatic stress disorder. Biological Psychology, 85, 350–354. First citation in articleCrossrefGoogle Scholar

  • Kendall, P. C., Hollon, S. D., Beck, A. T., Hammen, C. L., Ingram, R. E. (1987). Issues and recommendations regarding use of the Beck Depression Inventory. Cognitive Therapy and Research, 11, 289–299. First citation in articleCrossrefGoogle Scholar

  • Klinger, E. (1975). Consequences of commitment to and disengagement from incentives. Psychological Review, 82, 1–25. First citation in articleCrossrefGoogle Scholar

  • Knauff, M., Mulack, T., Kassubek, J., Salih, H. R., Greenlee, M. W. (2002). Spatial imagery in deductive reasoning: A functional MRI study. Brain Research Cognitive Brain Research, 13, 203–212. First citation in articleCrossrefGoogle Scholar

  • Kofta, M., Sedek, G. (1998). Uncontrollability as a source of cognitive exhaustion: Implications for helplessness and depression. In M. Kofta, G. Weary, G. Sedek (Eds.), Personal Control in Action: Cognitive and Motivational Mechanisms (pp. 391–418). New York, NY: Plenum Press. First citation in articleCrossrefGoogle Scholar

  • Kofta, M., Sedek, G. (1989). Repeated failure: A source of helplessness, or a factor irrelevant to its emergence? Journal of Experimental Psychology: General, 118, 3–12. First citation in articleCrossrefGoogle Scholar

  • Kofta, M., Sedek, G. (1999). Uncontrollability as irreducible uncertainty. European Journal of Social Psychology, 29, 577–590. First citation in articleCrossrefGoogle Scholar

  • Kroger, J. K., Sabb, F. W., Fales, C. L., Bookheimer, S. Y., Cohen, M. S., Holyoak, K. J. (2002). Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: A parametric study of relational complexity. Cerebral Cortex, 12, 477–485. First citation in articleCrossrefGoogle Scholar

  • Kuhl, J. (1984). Volitional aspects of achievement motivation and learned helplessness: Toward a comprehensive theory of action control. In B. Maher (Ed.), Progress of experimental personality research (Vol. 13, pp. 99–171). San Diego, CA: Academic Press. First citation in articleGoogle Scholar

  • Linville, P. (1996). Attention inhibition: Does it underlie ruminative thought? In R. S. Wyer (Ed.), Advances in social cognition (Vol. 9, pp. 121–133). Mahwah, NJ: Erlbaum. First citation in articleGoogle Scholar

  • Marx, E. M., Williams, J. M. G., Claridge, G. C. (1992). Depression and social problem solving. Journal of Abnormal Psychology (101, 78–86. First citation in articleCrossrefGoogle Scholar

  • McIntosh, D. N., Sedek, G., Fojas, S., Brzezicka-Rotkiewicz, A., Kofta, M. (2005). Cognitive performance after preexposure to uncontrollability and in depressive state: Going with a simpler “Plan B”. In R. W. Engle, G. Sedek, U. von Hecker, D. N. McIntosh (Eds.), Cognitive limitations in aging and psychopathology (pp. 219–246). New York, NY: Cambridge University Press. First citation in articleCrossrefGoogle Scholar

  • Murray, C. J. L., Lopez, A. D. (1996). Evidence-based health policy. Lessons from the Global Burden of Disease study. Science, 274, 740–743. First citation in articleGoogle Scholar

  • Niedenthal, P. M., Tangney, J. P., Gavanski, I. (1994). “If I only weren’t” versus “if only I hadn’t”: Distinguishing shame and guilt in counterfactual thinking. Journal of Personality and Social Psychology, 67, 585–595. First citation in articleCrossrefGoogle Scholar

  • Nolen-Hoeksema, S. (1996). Chewing the cud and other ruminations. In R. S. Wyer, Jr. (Ed.), Ruminative thoughts (pp. 135–144). Mahwah, NJ: Erlbaum. First citation in articleGoogle Scholar

  • Oakes, T. R., Pizzagalli, D. P., Hendrick, A. M., Horras, K. A., Larson, C. L., Abercrombie, H. C., … Davidson, R. J. (2004). Functional coupling of simultaneous electrical and metabolic activity in the human brain. Human Brain Mapping, 21, 257–270. First citation in articleCrossrefGoogle Scholar

  • Oatley, K., Johnson-Laird, P. N. (1987). Towards a cognitive theory of emotions. Cognition and Emotion, 1, 29–50. First citation in articleCrossrefGoogle Scholar

  • Piaget, J., Inhelder, B. (1974). The child’s construction of quantities: Conservation and atomism. London, UK: Routledge & Kegan Paul. First citation in articleGoogle Scholar

  • Pittman, T. S., D’Agostino, P. R. (1989). Motivation and cognition: Control deprivation and the nature of subsequent information processing. Journal of Experimental Social Psychology, 25, 465–480. First citation in articleCrossrefGoogle Scholar

  • Potts, G. R. (1972). Information processing strategies used in the encoding of linear orderings. Journal of Verbal Learning and Verbal Behavior, 11, 727–740. First citation in articleCrossrefGoogle Scholar

  • Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124, 372–422. First citation in articleCrossrefGoogle Scholar

  • Sedek, G., Kofta, M. (1990). When cognitive exertion does not yield cognitive gain: Toward an informational explanation of learned helplessness. Journal of Personality and Social Psychology, 58, 729–743. First citation in articleCrossrefGoogle Scholar

  • Sedek, G., von Hecker, U. (2004). Effects of subclinical depression and aging on generative reasoning about linear orders: Same or different processing limitations? Journal of Experimental Psychology: General, 133, 237–260. First citation in articleCrossrefGoogle Scholar

  • Sedek, G., Kofta, M., Tyszka, T. (1993). Effects of uncontrollability on subsequent decision making: Testing the cognitive exhaustion hypothesis. Journal of Personality and Social Psychology, 65, 1270–1281. First citation in articleGoogle Scholar

  • Seligman, M. E. P. (1975). Helplessness: On depression development, and death. San Francisco, CA: Freeman. First citation in articleGoogle Scholar

  • Smith, J. D., Tracy, J. I., Murray, M. J. (1993). Depression and category learning. Journal of Experimental Psychology: General, 122, 331–346. First citation in articleCrossrefGoogle Scholar

  • Sternberg, R. J. (1980). Representation and process in linear syllogistic reasoning. Journal of Experimental Psychology: General, 109, 119–159. First citation in articleCrossrefGoogle Scholar

  • Thibodeau, R., Jorgensen, R. S., Kim, S. (2006). Depression, anxiety, and resting frontal EEG asymmetry: A meta-analytic review. Journal of Abnormal Psychology, 115, 715–729. First citation in articleCrossrefGoogle Scholar

  • Van Dijk, T. A., Kintsch, W. (1983). Strategies of discourse comprehension. New York, NY: Academic Press. First citation in articleGoogle Scholar

  • Verhaeghen, P., Joorman, J., Khan, R. (2005). Why we sing the blues: The relation between self-reflective rumination, mood, and creativity. Emotion, 5, 226–232. First citation in articleCrossrefGoogle Scholar

  • von Hecker, U. (1997). How do logical inference rules help construct social mental models? Journal of Experimental Social Psychology, 33, 367–400. First citation in articleCrossrefGoogle Scholar

  • von Hecker, U., Dutke, S. (2004). Integrative social perception: Individuals low in working memory benefit more from external representations. Social Cognition, 22, 336–365. First citation in articleCrossrefGoogle Scholar

  • von Hecker, U., Meiser, T. (2005). Defocused attention in depressed mood: Evidence from source monitoring. Emotion, 5, 456–463. First citation in articleCrossrefGoogle Scholar

  • von Hecker, U., Sedek, G. (1999). Uncontrollability, depression, and the construction of mental models. Journal of Personality and Social Psychology, 77, 833–850. First citation in articleCrossrefGoogle Scholar

  • von Hecker, U., Sedek, G., McIntosh, D. N. (2000). Impaired systematic, higher order strategies in depression and helplessness: Testing implications of the cognitive exhaustion model. In U. von Hecker, S. Dutke, G. Sedek (Eds.), Generative mental processes and cognitive resources: Integrative research on adaptation and control (pp. 245–276). Dordrecht, The Netherlands: Kluwer. First citation in articleCrossrefGoogle Scholar

  • von Helversen, B., Wilke, A., Johnson, T., Schmid, G., Klapp, B. (2011). Performance benefits of depression: Sequential decision making in a healthy sample and a clinically depressed sample. Journal of Abnormal Psychology, 120, 962–968. First citation in articleCrossrefGoogle Scholar

  • Watkins, E. R. (2008). Constructive and unconstructive repetitive thought. Psychological Bulletin, 134, 163–206. First citation in articleCrossrefGoogle Scholar

  • Watts, F. N., Cooper, Z. (1989). The effects of structural aspects of the recall of prose. Journal of Abnormal Psychology, 98, 150–153. First citation in articleCrossrefGoogle Scholar

  • Wager, T. D., Smith, E. E. (2003). Neuroimaging and working memory: A meta-analysis. Cognitive, Affective, & Behavioral Neuroscience, 3, 255–274. First citation in articleCrossrefGoogle Scholar

  • Weingartner, H. (1986). Automatic and effort demanding cognitive processes in depression. In L. W. Poon, et al. (Ed.), Handbook for clinical memory assessment of older adults (pp. 218–225). Washington, DC: American Psychological Association. First citation in articleCrossrefGoogle Scholar

  • World Health Organization . (2010). The world health report. Geneva, Switzerland: WHO Press. First citation in articleGoogle Scholar

  • Yost, J. H., Weary, G. (1996). Depression and the correspondence inference bias. Personality and Social Psychology Bulletin, 22, 192–200. First citation in articleCrossrefGoogle Scholar

  • Zwaan, R. A., Radvansky, G. A. (1998). Situation models in language comprehension and memory. Psychological Bulletin, 123, 162–185. First citation in articleCrossrefGoogle Scholar