Cited by 47Memory Processes and InfluencesCognitive Functions and MemoryMemory and Neural Mechanisms

A smartphone intervention that enhances real-world memory and promotes differentiation of hippocampal activity in older adults

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Martin, Chris B., Hong, Bryan, Newsome, Rachel N., Savel, Katarina, Meade, Melissa E., Xia, Andrew, Honey, Christopher J., Barense, Morgan D.·2022·Proceedings of the National Academy of Sciences

Abstract

The act of remembering an everyday experience influences how we interpret the world, how we think about the future, and how we perceive ourselves. It also enhances long-term retention of the recalled content, increasing the likelihood that it will be recalled again. Unfortunately, the ability to recollect event-specific details and reexperience the past tends to decline with age. This decline in recollection may reflect a corresponding decrease in the distinctiveness of hippocampal memory representations. Despite these well-established changes, there are few effective cognitive behavioral interventions that target real-world episodic memory. We addressed this gap by developing a smartphone-based application called HippoCamera that allows participants to record labeled videos of everyday events and subsequently replay, high-fidelity autobiographical memory cues. In two experiments, we found that older adults were able to easily integrate this noninvasive intervention into their daily lives. Using HippoCamera to repeatedly reactivate memories for real-world events improved episodic recollection and it evoked more positive autobiographical sentiment at the time of retrieval. In both experiments, these benefits were observed shortly after the intervention and again after a 3-mo delay. Moreover, more detailed recollection was associated with more differentiated memory signals in the hippocampus. Thus, using this smartphone application to systematically reactivate memories for recent real-world experiences can help to maintain a bridge between the present and past in older adults.

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  • Having access to photos documenting one's life can help to reconstruct past experiences that are not accessible in unaided recall.

    “Generally speaking, these studies indicate that having access to photos documenting one's life can help to reconstruct past experiences that are not accessible in unaided recall.”

    From Understanding Autobiographical Memory in the Digital Age: The AMEDIA-Model (2024) · cites this paper as Martin et al., 2022

    The Discussion reports that replaying recordings of daily-life events improved older adults’ recall of event-specific details. But the recordings included video and verbal descriptions, and the Results describe cued recall in both conditions; the study did not directly compare access to photos with unaided recall or establish that the recovered experiences were otherwise inaccessible. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Most studies that have investigated the effects of high-tech external resources on recollection focused on the impact of reviewing photos.

    “Most studies that have investigated the effects of high-tech external resources on recollection focused on the impact of reviewing photos (see, e.g., Finley et al., 2011;Mair et al., 2017;Martin et al., 2022; for reviews, see Foley, 2020;Silva et al., 2018).”

    From Understanding Autobiographical Memory in the Digital Age: The AMEDIA-Model (2024) · cites this paper as Martin et al., 2022

    The Discussion (page unavailable) describes a substantial body of research on reviewing photographs from wearable cameras, supporting the background point. But Martin et al.’s own intervention replayed video paired with verbal descriptions, not photos, so this paper is not itself an example of a photo-review study. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Automatically capturing snapshots of everyday life and recording short videos can help people remember aspects of their recent past that may otherwise become inaccessible.

    “In addition, it has been demonstrated that automatically capturing snapshots of everyday life as well as recording short videos can help people to remember aspects of their recent past that may otherwise become inaccessible ( Hodges et al., 2011; Loveday & Conway, 2011; Martin et al., 2022;for a review, see Silva et al., 2018).”

    From Understanding Autobiographical Memory in the Digital Age: The AMEDIA-Model (2024) · cites this paper as Martin et al., 2022

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Research works printed but not linked: 64

  1. [2]D. R. Addis, L. Tippett, Memory of myself: Autobiographical memory and identity in Alzheimer’s disease. Memory 12, 56– 74 (2004). 15098621
  2. [3]B. Gaesser, D. L. Schacter, Episodic simulation and episodic memory can increase intentions to help others. Proc. Natl. Acad. Sci. U.S.A. 111, 4415– 4420 (2014). 24616532 PMC3970486
  3. [4]C. B. Harris, A. S. Rasmussen, D. Berntsen, The functions of autobiographical memory: An integrative approach. Memory 22, 559– 581 (2014). 23808866
  4. [5]D. Pillemer, Directive functions of autobiographical memory: The guiding power of the specific episode. Memory 11, 193– 202 (2003). 12820831
  5. [8]B. Levine, E. Svoboda, J. F. Hay, G. Winocur, M. Moscovitch, Aging and autobiographical memory: Dissociating episodic from semantic retrieval. Psychol. Aging 17, 677– 689 (2002). 12507363
  6. [9]T. Gorbach, Longitudinal association between hippocampus atrophy and episodic-memory decline. Neurobiol. Aging 51, 167– 176 (2017). 28089351
  7. [11]W. B. Scoville, B. Milner, Loss of recent memory after bilateral hippocampal lesions. J. Neurol. Neurosurg. Psychiatry 20, 11– 21 (1957). 13406589 PMC497229
  8. [12]E. Tulving, H. J. Markowitsch, Episodic and declarative memory: Role of the hippocampus. Hippocampus 8, 198– 204 (1998). 9662134
  9. [13]H. Ebbinghaus, Memory: A contribution to experimental psychology. Ann Neurosci. 20, 155– 156 (2013). 25206041 PMC4117135
  10. [16]D. S. Tan, J. K. Stefanucci, D. R. Proffitt, R. Pausch, “ The Infocockpit: Providing location and place to aid human memory” in Proceedings of the 2001 Workshop on Perceptive User Interfaces (ACM, 2001), pp. 1– 4, 10.1145/971478.971526. · DOI · Paper page
  11. [17]J. Robin, J. Wynn, M. Moscovitch, The spatial scaffold: The effects of spatial context on memory for events. J. Exp. Psychol. Learn. Mem. Cogn. 42, 308– 315 (2016). 26375782
  12. [18]W. E. Skaggs, B. L. McNaughton, M. A. Wilson, C. A. Barnes, Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus 6, 149– 172 (1996). 8797016
  13. [19]J. L. McGaugh, Memory–A century of consolidation. Science 287, 248– 251 (2000). 10634773
  14. [20]Y. Dudai, A. Karni, J. Born, The consolidation and transformation of memory. Neuron 88, 20– 32 (2015). 26447570
  15. [23]V. J. Ritvo, N. B. Turk-Browne, K. A. Norman, Nonmonotonic plasticity: How memory retrieval drives learning. Trends Cogn. Sci. 23, 726– 742 (2019). 31358438 PMC6698209
  16. [24]P. L. St. Jacques, D. L. Schacter, Modifying memory: Selectively enhancing and updating personal memories for a museum tour by reactivating them. Psychol. Sci. 24, 537– 543 (2013). 23406611 PMC3805141
  17. [25]A. H. Sinclair, M. D. Barense, Surprise and destabilize: Prediction error influences episodic memory reconsolidation. Learn. Mem. 25, 369– 381 (2018). 30012882 PMC6049395
  18. [26]E. L. Newman, K. A. Norman, Moderate excitation leads to weakening of perceptual representations. Cereb. Cortex 20, 2760– 2770 (2010). 20181622 PMC2951848
  19. [27]G. J. Detre, A. Natarajan, S. J. Gershman, K. A. Norman, Moderate levels of activation lead to forgetting in the think/no-think paradigm. Neuropsychologia 51, 2371– 2388 (2013). 23499722 PMC3702674
  20. [28]T. H. Wang, K. Placek, J. A. Lewis-Peacock, More is less: Increased processing of unwanted memories facilitates forgetting. J. Neurosci. 39, 3551– 3560 (2019). 30858162 PMC6495131
  21. [29]M. L. Schlichting, J. A. Mumford, A. R. Preston, Learning-related representational changes reveal dissociable integration and separation signatures in the hippocampus and prefrontal cortex. Nat. Commun. 6, 1– 10 (2015). PMC4560815 26303198
  22. [30]J. Robin, B. R. Buchsbaum, M. Moscovitch, The primacy of spatial context in the neural representation of events. J. Neurosci. 38, 2755– 2765 (2018). 29440386 PMC6595993
  23. [31]K. F. LaRocque, Global similarity and pattern separation in the human medial temporal lobe predict subsequent memory. J. Neurosci. 33, 5466– 5474 (2013). 23536062 PMC3643502
  24. [32]Y. Ezzyat, M. C. Inhoff, L. Davachi, Differentiation of human medial prefrontal cortex activity underlies long-term resistance to forgetting in memory. J. Neurosci. 38, 10244– 10254 (2018). 30012697 PMC6262147
  25. [33]CB Martin, B Hong, RN Newsome, K Savel, ME Meade, A Xia, CJ Honey, MD Barense, Dataset: A smartphone intervention that enhances real-world memory and promotes differentiation of hippocampal activity in older adults. Open Science Framework https://osf.io/7g2rx/ Deposited 16 November 2022 PMC9907156 36512503
  26. [34]I. K. Brunec, J. Robin, R. K. Olsen, M. Moscovitch, M. D. Barense, Integration and differentiation of hippocampal memory traces. Neurosci. Biobehav. Rev. 118, 196– 208 (2020). 32712280
  27. [35]H. Söderlund, Autobiographical episodic memory in major depressive disorder. J. Abnorm. Psychol., 51– 60 (2014). 24661159
  28. [36]T. E. A. Waters, Relations between the functions of autobiographical memory and psychological wellbeing. Memory 22, 265– 275 (2014). 23537126
  29. [37]S. Christman, Accelerated brain aging predicts impaired cognitive performance and greater disability in geriatric but not midlife adult depression. Transl. Psychiatry 10, 1– 11 (2020). 32948749 PMC7501280
  30. [38]L. Renoult, Classification of general and personal semantic details in the Autobiographical Interview. Neuropsychologia 144, 107501 (2020). 32445644
  31. [39]C. Loveday, M. A. Conway, Using SenseCam with an amnesic patient: Accessing inaccessible everyday memories. Memory 19, 697– 704 (2011). 21995709
  32. [40]A. R. Silva, M. S. Pinho, L. Macedo, C. J. A. Moulin, A critical review of the effects of wearable cameras on memory. Neuropsychol. Rehabil. 28, 117– 141 (2018). 26732623
  33. [41]CB Martin, B Hong, RN Newsome, K Savel, ME Meade, A Xia, CJ Honey, MD Barense, A smartphone intervention that enhances real-world memory and promotes differentiation of hippocampal activity in older adults. OpenNeuro https://openneuro.org/datasets/ds004336 Deposited 16 November 2022 PMC9907156 36512503
  34. [42]A. W. Lockrow, Taking stock of the past: A psychometric evaluation of the Autobiographical Interview. bioRxiv [Preprint] (2021). 10.1101/2021.12.22.473803 (Accessed 16 November 2022). 36944860 · DOI
  35. [43]R. Setton, S. Sheldon, G. R. Turner, R. N. Spreng, Temporal pole volume is associated with episodic autobiographical memory in healthy older adults. Hippocampus 32, 373– 385 (2022). 35247210 PMC8995350
  36. [46]N. Kriegeskorte, M. Mur, P. A. Bandettini, Representational similarity analysis-connecting the branches of systems neuroscience. Front. Syst. Neurosci. 2, 4 (2008). 19104670 PMC2605405
  37. [48]I. K. Brunec, Multiple scales of representation along the hippocampal anteroposterior axis in humans. Curr. Biol. 28, 2129– 2135 (2018). 29937352
  38. [49]E. Svoboda, M. C. McKinnon, B. Levine, The functional neuroanatomy of autobiographical memory: A meta-analysis. Neuropsychologia 44, 2189– 2208 (2006). 16806314 PMC1995661
  39. [50]D. L. Schacter, D. R. Addis, R. L. Buckner, Remembering the past to imagine the future: The prospective brain. Nat. Rev. Neurosci. 8, 657– 661 (2007). 17700624
  40. [51]L. Nyberg, Selective adult age differences in an age-invariant multifactor model of declarative memory. Psychol. Aging. 18, 149– 160 (2003). 12641319
  41. [52]C.J. Hutto, & E.E. Gilbert, (2014). VADER: AParsimonious Rule-based Model for Sentiment Analysis of Social Media Text. Eighth International Conference on Weblogs and Social Media (ICWSM-14). Ann Arbor, MI, June 2014.
  42. [54]K. A. Norman, E. Newman, G. Detre, S. Polyn, How inhibitory oscillations can train neural networks and punish competitors. Neural. Comput. 18, 1577– 1610 (2006). 16764515
  43. [55]D. Marr, Simple memory: A theory for archicortex. Philos. Trans. R. Soc. Lond. B Biol. Sci. 262, 23– 81 (1971). 4399412
  44. [57]L. L. Light, A. Singh, Implicit and explicit memory in young and older adults. J. Exp. Psychol. Learn. Mem. Cogn. 13, 531– 541 (1987). 2959737
  45. [58]S. Hodges, “ SenseCam: A retrospective memory aid” in International Conference on Ubiquitous Computing (Springer, Berlin, Heidelberg, 2006), pp. 177– 193.
  46. [59]E. Woodberry, The use of a wearable camera improves autobiographical memory in patients with Alzheimer’s disease. Memory 23, 340– 349 (2015). 24528204
  47. [60]T. E. Chow, J. Rissman, Neurocognitive mechanisms of real-world autobiographical memory retrieval: Insights from studies using wearable camera technology. Ann. N. Y. Acad. Sci. 1396, 202– 221 (2017). 28548462
  48. [61]M. Allé, Wearable cameras are useful tools to investigate and remediate autobiographical memory impairment: A systematic PRISMA review. Neuropsychol. Rev. 27, 81– 99 (2017). 28070792
  49. [62]W. R. Boot, Video games as a means to reduce age-related cognitive decline: Attitudes, compliance, and effectiveness. Front. Psychol. 4 (2013). PMC3561600 23378841
  50. [64]S. Josselyn, S. Köhler, P. W. Frankland, Finding the engram. Nat. Rev. Neurosci. 16, 521– 534 (2015). 26289572
  51. [66]Z. S. Nasreddine, The montreal cognitive assessment, MoCA: A brief screening tool for mild cognitive impairment. J. Am. Geriatr. Soc. 53, 695– 699 (2005). 15817019
  52. [68]B. R. Buchsbaum, S. Lemire-Rodger, C. Fang, A. Hervé, The neural basis of vivid memory is patterned on perception. J. Cogn. Neurosci. 24, 1867– 1883 (2012). 22640391
  53. [69]A. C. Schapiro, L. V. Kustner, N. B. Turk-Browne, Shaping of object representations in the human medial temporal lobe based on temporal regularities. Curr. Biol. Seoul, South Korea: Association of Computing Machinery; 22, 1622– 1627 (2012). 22885059 PMC3443305
  54. [70]C. T. Kyle, J. D. Stokes, J. S. Lieberman, A. S. Hassan, A. D. Ekstrom, Successful retrieval of competing spatial environments in humans involves hippocampal pattern separation mechanisms. Elife 4, e10499 (2015). 26613414 PMC4733045
  55. [72]M. Kim, K. J. Jeffery, E. A. Maguire, Multivoxel pattern analysis reveals 3D place information in the human hippocampus. J. Neurosci. 37, 4270– 4279 (2017). 28320847 PMC5413175
  56. [73]A. Tompary, L. Davachi, Consolidation promotes the emergence of representational overlap in the hippocampus and medial prefrontal cortex. Neuron 96, 228– 241 (2017). 28957671 PMC5630271
  57. [74]J. C. Hulbert, K. A. Norman, Neural differentiation tracks improved recall of competing memories following interleaved study and retrieval practice. Cereb. Cortex 25, 3994– 4008 (2015). 25477369 PMC4585527
  58. [75]A. J. Chanales, A. Oza, S. E. Favila, B. A. Kuhl, Overlap among spatial memories triggers repulsion of hippocampal representations. Curr. Biol. 27, 2307– 2317 (2017). 28736170 PMC5576038
  59. [77]R. C. O’Reilly, J. L. McClelland, Hippocampal conjunctive encoding, storage, and recall: Avoiding a trade-off. Hippocampus 4, 661– 682 (1994). 7704110
  60. [78]S. Hodges, E. Berry, K. Wood, SenseCam: A wearable camera that stimulates and rehabilitates autobiographical memory. Memory 19, 685– 696 (2011). 21995708
  61. [79]M. L. Lee, A. K. Dey, “ Lifelogging memory appliance for people with episodic memory impairment” in Proceedings of the 10th International Conference on Ubiquitous Computing (2008), pp. 44 53.
  62. [81]E. Berry, The neural basis of effective memory therapy in a patient with limbic encephalitis. J. Neurol. Neurosurg. Psychiatry 80, 1202– 1205 (2009). 19286742
  63. [83]K. Pauly-Takacs, C. J. A. Moulin, E. J. Estlin, SenseCam as a rehabilitation tool in a child with anterograde amnesia. Memory 19, 705– 712 (2011). 20658434
  64. [84]P. L. St. Jacques, M. A. Conway, R. Cabeza, Gender differences in autobiographical memory for everyday events: Retrieval elicited by SenseCam images versus verbal cues. Memory 19, 723– 732 (2011). 20981611 PMC3190064

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Authors
Martin, C. B., Hong, B., Newsome, R. N., Savel, K., Meade, M. E., Xia, A., Honey, C. J., & Barense, M. D.
Affiliations
  • Florida State University (US)
  • University of Toronto (CA)
  • Johns Hopkins University (US)
Corresponding author
  • Martin, Chris B.
  • Barense, Morgan D.
Venue
Proceedings of the National Academy of Sciences
Published
2022-12-13
Volume
119
Issue
51
Pages
e2214285119-e2214285119
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
OpenAlex
W4311303735
Cited by
47
References
14
Citations by year
2026: 10 · 2025: 14 · 2024: 15 · 2023: 6 · 2022: 2
FWCI
4.69
Type
journal article
Language
en
Open access
Locations
  • Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • PsyArXiv (OSF Preprints) (submittedVersion, cc-by)
  • PsyArXiv (OSF Preprints) (submittedVersion)
Funders
Gouvernement du Canada | Canadian Institutes of Health Research (PJT-173336, PJT-126003)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
Keywords
episodic memory, recollection, hippocampus, memory reactivation, autobiographical memory, older adults, smartphone-based intervention, cognitive-behavioral intervention, memory consolidation
MeSH terms
Smartphone, Aged, Cues, Hippocampus, Humans, Mental Recall, Memory, Episodic

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