Memory 1 Memory: Sins and Virtues Daniel L. Schacter Department of Psychology, Harvard University, Cambridge, MA 02138 Address correspondence to: Daniel L. Schacter Department of Psychology Harvard University Cambridge, Massachusetts 02138 phone: (617) 495-3856 fax: (617) 496-3122 e-mail: dls@wjh.harvard.edu Memory 2 Memory is essential for our ability to function in everyday life. The importance of memory for everyday life is dramatically illustrated by cases in which brain injury interferes with the ability to form new memories, or recall old ones, with devastating consequences for the afflicted individuals that severely affect their ability to function independently (Baddeley, Kopelman, & Wilson, 2002; Schacter, 1996). Yet despite its functional importance, memory does not provide an exact and unchanging record of experience: decades of laboratory research have established that memory is subject to a variety of pitfalls. In an attempt to organize and classify these pitfalls, I suggested that memory’s errors could be grouped into seven fundamental categories or “sins” (Schacter, 1999, 2001). Three of the sins entail different kinds of forgetting: transience (loss of retention over time), absentmindedness (failures of attention that result in memory loss), and blocking (inability to retrieve information that is available in memory). Three other sins involve different kinds of distortion, that is, cases where memory is present but wrong: misattribution (attributing memory to an incorrect course), suggestibility (implanted memories resulting from suggestion or misleading information), and bias (distorting effects of current knowledge, beliefs, and feelings on memory). The final sin, termed persistence, concerns intrusive recollections that people cannot forget. When I wrote about the seven sins over a decade ago, there was already considerable experimental evidence illustrating their existence and providing insights into their nature. During the past decade, we have learned a great deal more about each of the seven sins, and thus about how and why people forget and distort the past (Baddeley, Eysenck, & Anderson, 2009; Benjamin, 2011; Fernyhough, 2012; Schacter, Guerin, & St. Jacques, 2011). We have also learned a lot more about some basic properties of memory that can make it prone to error. For Memory example, there has been a great deal of research recently concerning the phenomenon of reconsolidation, where reactivated memories enter a transient state of instability in which they are prone to disruption or change (Nader, Schafe, & Ledoux, 2000). Reconsolidation is an extension of the well-established phenomenon of memory consolidation, (i.e., processes that 3 render a memory resistant to forgetting): when a memory is retrieved or reactivated it needs to be consolidated anew, raising the possibility that the reconsolidated memory may include new information not present in the original (for reviews, see Dudai, 2012; Lee, 2009; Hardt, Einarsson, & Nader, 2010). Although evidence for reconsolidation has come mainly from studies of non-human animals, findings consistent with reconsolidation in humans have also been reported (e.g., Hupbach et al., 2007; Schiller & Phelps, 2011). Indeed, recent evidence shows that the process of memory reactivation can lead directly to memory distortion (St. Jacques & Schacter, in press). As I noted in my initial discussions of the seven sins (Schacter, 1999, 2001), when considering evidence showing the pervasiveness of memory errors, it is easy to conclude that memory is a fundamentally flawed process. Those sentiments are only heightened by evidence linking memory errors with such important real-life phenomena as eyewitness misidentifications, which played a role in more than 75% of the first 250 cases in which DNA evidence was used to exonerate individuals following convictions for crimes they did not commit (Garrett, 2011). Importantly, the legal system has begun to recognize that memory’s imperfections can impact witness accuracy, as illustrated by a recent decision from the New Jersey Supreme Court that has led to improved jury instructions that explicitly inform jurors concerning a variety of conditions under which memory is prone to error (for discussion, see Schacter & Loftus, 2013). Memory Despite the prevalence and practical importance of memory’s sins, I also argued that 4 memory errors could be thought of as costs that are associated with beneficial or adaptive aspects of memory that contribute to its efficient functioning (Schacter, 1999, 2001). The sin of persistence provides a good example. It is well established that intrusive recollections result from the occurrence of traumatic events, and that these recollections contribute to such disabling conditions as post-traumatic stress disorder (e.g., Brewin & Holmes, 2003). At the same time, however, the fact that our memory systems establish vivid and durable recollections of potentially life-threatening events that can imperil our survival is clearly adaptive – a useful feature of the system that also makes it vulnerable to intrusive recollections. The same type of analysis can be applied to memory distortions. For example, as noted above, the process of reconsolidation is thought to make memories temporarily vulnerable to disruption and change. However, it has also been hypothesized that reconsolidation plays a role in the adaptive process of updating memories in order to make them current by incorporating new information (Hardt et al., 2010; Lee, 2009). Consider also the misattribution error known as false recognition, which occurs when people incorrectly recognize as “old” a novel item that is perceptually or conceptually similar to an item that they encountered previously. A dramatic illustration of false recognition is provided by the Deese/Roediger-McDermott or “DRM” paradigm (Deese, 1959; Roediger & McDermott, 1995; for review, see Gallo, 2010). Here, participants study lists of words (e.g., tired, bed, awake, rest, dream, night, blanket, doze, slumber, snore, pillow, peace, yawn, and drowsy) that are related to a non-presented lure word (e.g., sleep). On a subsequent old-new recognition test containing studied words (e.g., tired, dream), new words that are unrelated to the study list items (e.g., butter) and new words that are related to the study list items (e.g., sleep), participants frequently Memory claim that they previously studied the related lure words. In similar paradigms using nonverbal 5 materials, participants frequently claim that they studied objects (e.g., Guerin, Robbins, Gilmore, & Schacter, 2012a, 2012b; Gutchess & Schacter, 2012; Koutstaal & Schacter, 1997) or shapes (e.g., Slotnick & Schacter, 2004) that had not been presented earlier, but are visually similar to studied items. False recognition errors reflect, in part, a breakdown in source monitoring processes that normally allow us to specify the origin of a memory (Johnson, Hashtroudi, & Lindsay, 1993). However, it has also been suggested that false recognition errors occur when people make a memory decision based on their memory of the general features or gist of what happened (e.g., Brainerd & Reyna, 2005; Guerin, et al., 2012a, 2012b; Gutchess & Schacter, 2012; Koustaal & Schacter, 1997). Indeed, neuroimaging studies that have examined the neural correlates of accurate and inaccurate memories have typically revealed that many of the same brain regions are active during true and false recognition, though some differences can be detected (for reviews, see Schacter, Chamberlain, Gaesser, & Gerlach, 2012; Schacter & Slotnick, 2004; Straube, 2012). False recognition errors can thus be viewed as adaptive because they reflect retention of useful information concerning the meaning or critical features of an experience, which in turn can aid the ability to abstract and generalize on the basis of that experience (e.g., Brainerd & Reyna, 2005; McClelland, 1995; Schacter, 1999, 2001). In fact, recent evidence indicates that these kinds of errors are linked with adaptive processes such as creativity (Dewhurst, Thorley, Hammond, & Ormerod, 2011) and problem solving (Howe, Garner, Charlesworth, & Knott, 2011; for further discussion, see Howe, 2011; Schacter et al., 2011). Adaptive considerations can also help to think about a related misattribution error called Memory imagination inflation: imagining an event results in increased confidence that the event actually occurred, and in some cases, produces a detailed false memory of the event (e.g., Garry, Manning, Loftus, & Sherman, 1996; Loftus, 2003). Although imagination inflation, like false 6 recognition, is attributable in part to a breakdown in source monitoring processes that people rely on to sort out events that actually happened from those that were only imagined (Johnson et al., 1993), an adaptive perspective on the phenomenon emerges from considering a recent line of research the role of memory in imagining or simulating future events. The capacity to simulate experiences that might occur in the future is potentially adaptive because it allows us to mentally “try out” different versions of how an event might play out (Buckner & Carroll, 2007; Ingvar, 1979; Gilbert & Wilson, 2007; Schacter & Addis, 2007; Suddendorf & Corballis, 2007; Tulving, 2005). Several lines of evidence indeed demonstrate that imagining future events can play an adaptive role in various cognitive processes, including planning, decision-making, and coping (Schacter, 2012). Importantly, considerable evidence also demonstrates a tight linkage between memory and future simulations. For example, neuroimaging studies have revealed extensive overlap in the neural processes that are engaged when people remember past events and imagine future events or novel scenes (for recent reviews, see Schacter, Addis, et al., 2012; Szpunar, 2010). Behavioral studies have shown that deficits in remembering the past are often accompanied by parallel deficits in imagining the future in various brain-damaged patients (for review, see Addis & Schacter, 2012; Schacter, Addis, et al., 2012), as well as in normal and pathological aging (for review, see Schacter, Gaesser, & Addis, in press). Similarly, studies of patients with various kinds of psychological disorders have shown that such individuals tend to both remember the past and imagine the future in less specific detail than healthy individuals (e.g., D’Argembeau, Raffard, & Van der Memory Linden, 2008; Williams et al., 1996). These similarities between remembering and imagining help to understand why the two are easily confused: they share many common neural and cognitive underpinnings. 7 Based on this and related evidence, Schacter and Addis (2007) proposed the constructive episodic simulation hypothesis, which maintains that remembering the past and imagining the future draw on similar information stored in episodic memory (i.e., memory for personal experiences), which in turn supports the construction of future events by extracting and recombining stored information into a simulation of a novel event. Schacter and Addis (2007) claimed that such a system is adaptive because it enables past information to be used flexibly in simulating alternative future scenarios without engaging in actual behaviors, and that such flexibility comes at a cost of vulnerability to errors and distortions that result from mistakenly combining elements of imagination and memory (for related ideas, see Dudai & Carruthers, 2005; Suddendorf & Corballis, 2007). This characterization captures key features of what I have recently termed adaptive constructive processes, which play a functional role in memory and cognition but produce distortions, errors, or illusions as a consequence of doing so (Schacter, 2012). The idea that memory distortions sometimes reflect the operation of adaptive constructive processes can be traced at least to the pioneering work of Bartlett (1932), who contended that remembering “is an imaginative reconstruction or construction (p. 213)” that depends heavily on the operation of a schema, which Bartlett defined as “an active organisation of past reactions, or of past experiences, which must always be supposed to be operating in any well-adapted organic response (1932, p. 201)”. A schema helps to organize the world by extracting regularities from experience, but in so doing can contribute to memory distortions that result from relying on this Memory organized but compressed representation of knowledge. Consistent with the general thrust of Bartlett’s ideas, thinking of memory as an adaptive 8 constructive process helps us to appreciate both memory’s virtues and its sins, and to understand how and why they are inextricably linked with one another. This approach is also promising because it encourages us to explore memory in relation to other cognitive processes such as imagination and future thinking, and to ask questions about the functions that memory serves (cf. Dudai, 2012; Hardt et al., 2010; Hassabis, Kumaran, & Maguire, 2007; Howe, 2011; Newman & Lindsay, 2011; Schacter et al., 2011; Schacter, 2012; Tulving, 2005). Attempting to understand memory’s sins in the context of its virtues should allow us to develop a deeper understanding of how we use the past to understand the present and imagine the future. Memory 9 Acknowledgments Preparation of this article was supported by grants from the National Institute of Mental Health and National Institute on Aging. I thank T. Shamindra Fernando for help with preparation of the manuscript. Memory References Addis, D. R., & Schacter, D. L. (2012). The hippocampus and imagining the future: Where do we stand? Frontiers in Human Neuroscience, 5, 173. doi: 10.3389/fnhum.2011.00173 Baddeley, A. D., Eysenck, M., & Anderson, M. C. (2009). Memory. Hove: Psychology Press. 10 Baddeley, A.D., Wilson, B., & Kopelman, M. (Eds.) (2002). Handbook of memory disorders (2nd edition). Sussex: John Wiley & Sons. Bartlett, F. C. (1932). Remembering. Cambridge: Cambridge University Press. Benjamin, A.S. (Ed.) (2011). Successful remembering and successful forgetting: A festschrift in honor of Robert A. Bjork. New York: Psychology Press. Brainerd, C. J., & Reyna, V. F. (2005). The science of false memory. New York, NY: Oxford University Press. Brewin, C. R., & Holmes, E. A. (2003). Psychological theories of posttraumatic stress disorder. Clinical Psychology Review, 23, 339–376. Buckner, R.L. & Carroll, D. C. (2007). Self-projection and the brain. Trends in Cognitive Sciences, 11, 49-57. Cutler, B.L. (Ed.) (2011). Conviction of the innocent: Lessons from psychological research. Washington, DC: American Psychological Association. D'Argembeau, A., Raffard, S., & Van der Linden, M. (2008). Remembering the past and imagining the future in schizophrenia. Journal of Abnormal Psychology, 117, 247-251. Deese, J. (1959) On the prediction of occurrence of particular verbal intrusions in immediate recall. J. Exp. Psychol. 58, 17-22. Memory Dewhurst, S. A., Thorley, C., Hammond, E. R., & Ormerod, T. C. (2011). Convergent, but not divergent, thinking predicts susceptibility to associative memory illusions. Personality and Individual Differences, 51, 73-76. Dudai, Y. The restless engram: Consolidations never end. Annu. Rev. Neurosci. 35, 227-247 (2012). Dudai, Y. & Carruthers, M. 2005 The Janus face of mnemosyne. Nature 434, 823-824. Fernyhough, C. (2012). Pieces of light: the new science of memory. London: Profile Books. Gallo, D.A. (2010) False memories and fantastic beliefs: 15 years of the DRM illusion. Mem. Cognit. 38, 833-848. 11 Garry, M., Manning, C., Loftus, E. F., & Sherman, S. J. (1996). Imagination inflation: Imagining a childhood event inflates confidence that it occurred. Psychonomic Bulletin and Review, 3, 208-214. Gilbert, D. T., & Wilson, T. (2007). Prospection: Experiencing the future. Science, 317, 13511354. Guerin, S.A., Robbins, C.A., Gilmore, A.W., & Schacter, D.L. (2012). Retrieval failure contributes to gist-based false recognition. Journal of Memory and Language, 66, 68-78. Guerin, S.A., Robbins, C.A., Gilmore, A.W., & Schacter, D.L. (2012). Interactions between visual attention and episodic retrieval: Dissociable contributions of parietal regions during gist-based false recognition. Neuron, 75, 1122-1134. Gutchess, A.H. & Schacter, D.L. (2012). The neural correlates of gist-based true and false recognition. NeuroImage, 59, 3418-3426. Hardt, O., et al. (2010) A bridge over troubled water: reconsolidation as a link between cognitive and neuroscientific memory research traditions. Annu. Rev. Psychol. 61, 141-167. Memory 12 Hassabis, D., Kumaran, D., & Maguire, E. A. (2007). Using imagination to understand the neural basis of episodic memory. Journal of Neuroscience, 27, 14365-14374. Howe, M.L. (2011). The adaptive nature of memory and its illusions. Current Directions in Psychological Science, 20, 312-315. Howe, M. L., Garner, S. R., Charlesworth, M., & Knott, L. (2011). A brighter side to memory illusions: False memories prime children's and adults' insight-based problem solving. Journal of Experimental Child Psychology, 108, 383-393. Hupbach, A., et al. (2007) Reconsolidation of episodic memories: a subtle reminder triggers integration of new information. Learn. Mem. 14, 47-53 Ingvar, D. H. (1979). Hyperfrontal distribution of the cerebral grey matter flow in resting wakefulness: On the functional anatomy of the conscious state. Acta Neurologica Scandinavica, 60, 12-25. Johnson, M. K., Hashtroudi, S., & Lindsay, D. S. (1993). Source monitoring. Psychological Bulletin, 114, 3-28. Koutstaal, W., & Schacter, D. L. (1997). Gist-based false recognition of pictures in older and younger adults. Journal of Memory and Language, 37, 555-583. Lee, J.L. (2009) Reconsolidation: maintaining memory relevance. Trends Neurosci. 32, 413-420 Loftus, E. F. (2003). Make-believe memories. American Psychologist, 58, 867-873. McClelland, J. L. (1995). Constructive memory and memory distortions: A parallel-distributed processing approach. In D. L. Schacter (Ed.), Memory distortion: How minds, brains and societies reconstruct the past (pp. 69-90). Cambridge, MA: Harvard University Press. Nader, K., Schafe, G. E., & Le Doux, J. E. (2000). Fear memories require protein synthesis in the amygdala for reconsolidation after retrieval. Nature, 406, 722-726. Memory Newman, E. J., & Lindsay, S. D. (2009). False memories: What the hell are they for? Applied Cognitive Psychology, 23, 1105-1121. 13 Roediger III, H.L., and McDermott, K.B. (1995) Creating false memories: Remembering words not presented in lists. J. Exp. Psychol. Learn. 21, 803-814. Schacter, D.L. (1996). Searching for memory: The brain, the mind, and the past. New York: Basic Books. Schacter, D. L. (1999). The seven sins of memory: Insights from psychology and cognitive neuroscience. American Psychologist, 54, 182-203. Schacter, D. L. (2001). The seven sins of memory: How the mind forgets and remembers. Boston: Houghton Mifflin. Schacter, D.L. (2012). Adaptive constructive processes and the future of memory. American Psychologist, 67, 603-613. Schacter, D. L., & Addis, D. R. (2007). The cognitive neuroscience of constructive memory: Remembering the past and imagining the future. Philosophical Transaction of the Royal Society of London B, 362, 773-786. Schacter, D.K., Addis, D.R., Hassabis, D., Martin, V.C., Spreng, R.N., & Szpunar, K.K. (2012). The future of memory: Remembering, imagining, and the brain. Neuron, 76, 677-694. Schacter, D.L., Chamberlain, J., Gaesser, B., & Gerlach, K. D. (2012). Neuroimaging of true, false, and imaginary memories: Findings and implications. In L. Nadel and W. SinnottArmstrong (Eds.) Memory and law (pp. 233-262). New York: Oxford University Press. Schacter, D. L., Gaesser, B., & Addis, D. R. (in press). Remembering the past and imagining the future in the elderly. Gerontology. Memory Schacter, D. L., Guerin, S. A., & St Jacques, P. L. (2011). Memory distortion: an adaptive perspective. Trends in Cognitive Sciences, 15, 467-474. Schacter, D.L. & Loftus, E.F. (2013). Memory and law: What can cognitve neuroscience contribute? Nature Neuroscience, 16, xxx-xxx. Schacter, D.L. & Slotnick, S.D. (2004). The cognitive neuroscience of memory distortion. Neuron, 44, 149-160. Schiller, D., and Phelps, E.A. (2011) Does reconsolidation occur in humans? Front. Behav. Neurosci. 5, 24 14 Slotnick, S.D., and Schacter, D.L. (2004) A sensory signature that distinguishes true from false memories. Nat. Neurosci. 7, 664-672. St. Jacques, P.L. & Schacter, D.L. (in press). Modifying memory: Selectively enhancing and updating personal memories for a museum tour by reactivating them. Psychological Science. Straube, B. An overview of the neuro-cognitive processes involved in the encoding, consolidation, and retrieval of true and false memories. Behav. Brain Functions 8, 35 (2012). http://www.behavioralandbrainfunctions.com/content/8/1/35 Suddendorf, T., & Corballis, M. C. (2007). The evolution of foresight: What is mental time travel and is it unique to humans? Behavioral and Brain Sciences, 30, 299-313. Szpunar, K. K. (2010). Episodic future thought: An emerging concept. Perspectives on Psychological Science, 5, 142-162. Tulving, E. (2005). Episodic memory and autonoesis: Uniquely human? In H.S. Terrace & J. Metcalfe (Eds.) The missing link in cognition: Origins of self reflective consciousness (pp.3-56). Oxford: Oxford University Press. Memory Williams, J. M. (1996). Depression and the specificity of autobiographical memory. In D. C. 15 Rubin (Ed.), Remembering our past: Studies in autobiographical memory (pp. 244-267). Cambridge: Cambridge University Press.