Publications

Publications

Electronic versions of some papers are provided as a professional courtesy to ensure timely dissemination of academic work for individual, noncommercial purposes. Copyright and all rights therein reside with the respective copyright holders, as stated in each paper. These files may not be reposted without permission. Thank you.

Current or Former Graduate Student*, Masters Student**, Undergraduate Student***, Joint First Author^

Journal Article
In press
Rajaram, S., Greeley, G.D.* & Jin, J.

Collective Memory is More Than What We Remember: Quantifying Interconnections

Current Directions in Psychological Science. 

2026
Journal Article
Peña, T.,* Pepe, N.W.*, & Rajaram, S.

How social is social memory?: Isolating the influences of social and nonsocial cues on recall

Journal of Experimental Psychology: Learning, Memory, and Cognition

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2026
Journal Article
2026
Peña, T.* & Rajaram, S.

Do emotional and social primers change the pessimism in collective future thinking?: Testing the robustness of the collective negativity bias.

Psychonomic Bulletin & Review

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2025
Journal Article
2025
Greeley, G.D.* & Rajaram, S.

Downstream Consequences of Collaborative Recall: Testing the Influence on New Learning and Protection of Original Learning.

Memory & Cognition. (View)

2025
Journal Article (Selected as "Editor's Choice Paper")
2025
Jin, J.^, Choi, H.-Y.^*, Greeley, G.D.*, Pepe, N.W.*, Kensinger, E.K., Mohanty, A., & Rajaram, S.

Collaborative Recall Changes the Global Organization of Memory: A Representational Similarity Analysis of Social Influences on Individual and Collective Memory Organization.

Journal of Experimental Psychology: General.

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Book Chapter
2025
Rajaram S., & Greeley, G.D. *, & Peña, T.*

Collaborative memory: A selective review.

 Rajaram, S., Greeley, G.D. and Peña, T. (2025) Collaborative memory: A selective review. In: Wixted, J (eds.) Learning and Memory: A Comprehensive Reference, Third Edition. vol. 4, pp. 266- 287. UK: Elsevier.

2024
Journal Article
2024
Pepe, N.W.^*, Tan, L.^*, Huang, T.-R., Savani, K., & Rajaram, S.

Cultural Variations in Memory Disruption: The Part-list Cuing Impairment in Taiwan, Singapore, and the U.S.

Journal of Cross-Cultural Psychology, 55(5), 447-465.https://doi.org/10.1177/00220221241246088

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Journal Article
2024
Greeley, G.D.*, Peña, T.*, Pepe, N.W.*, Choi, H.-Y.*, & Rajaram, S.

Collective Memory and Fluency Tasks: Leveraging Network Analysis for a Richer Understanding of Collective Cognition.

Canadian Journal of Experimental Psychology. (View)

Journal Article
2024
Martin, R.C.^, & Rajaram, S.^

The founding and growth of Women in Cognitive Science (WiCS): An enduring legacy of Judith Kroll.

The American Journal of Psychology, 137 (2): 215–223. https://doi.org/10.5406/19398298.137.2.12

Journal Article
2024
Mannering, W.M.*, Rajaram, S., Shiffrin, R.M., & Jones, M.N.

Modeling Collaborative Memory with SAM.

Memory & Cognition. https://doi.org/10.3758/s13421-024-01647-z. (View)

Journal Article
2024
Huang, T.-R.^, Cheng, Y.-L.^*, & Rajaram, S.

Unavoidable Social Contagion of False Memory from Robots to Humans.

American Psychologist, 79, 285–298.

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Book Chapter
2024
Rajaram, S.

Collaborative remembering and collective memory. 

In M.J. Kahana &. A. D. Wagner (Eds.), Handbook on Human Memory. Oxford University Press.

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Book Chapter
2024
Rajaram, S.

Exploring Online Social Interactions in the Remaking of Memory.

In Q. Wang & A. Hoskins (Eds.), The Remaking of Memory in the Age of the Internet and Social Media. Oxford University Press.

2023
Journal Article
2023
Burnett, L. K.^*, Peña, T.^*, Rajaram, S., & Richmond, L. L.

Personal and collective mental time travel across the adult lifespan during COVID-19.

Psychology and Aging, 38(5), 374-388.

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Journal Article
2023
Peña, T.*^, Maswood, R.*^, Chen, M.**, & Rajaram, S.

Memory for Tweets versus Headlines: Does Message Consistency Matter?

Applied Cognitive Psychology, 37(4), 768-784.

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Journal Article
2023
Greeley, G. D.*, & Rajaram, S.

Collective Memory: Collaborative Recall Synchronizes What and How People Remember.

WIREs Cognitive Science, e1641, 1-17.

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Journal Article
2023
Greeley, G. D.*, Chan, V.***, Choi, H-Y.*, & Rajaram, S.

Collaborative Recall and the Construction of Collective Memory Organization: The Impact of Group Structure.

TopiCS in Cognitive Science, 0, 1-20.

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Journal Article
2023
Pepe, N.*, Moyer, A., Peña, T.*, & Rajaram, S.

Deceitful hints: A meta-analytic review of the part-list cuing impairment in recall.

Psychonomic Bulletin & Review, , 30(4), 1243-1272.

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2022
Journal Article
2022
Gutchess, A.^, & Rajaram, S.^

Consideration of Culture in Cognition: How We Can Enrich Methodology and Theory.

Psychonomic Bulletin & Review.

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Journal Article
2022
Rajaram, S.

Collective memory and the individual mind.

Trends in Cognitive Sciences, 26(12), 1056-1058. 

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Journal Article
2022
Greeley, G. D.*^, Peña, T.*^, & Rajaram, S.

Social Remembering in the Digital Age: Implications for Virtual Study, Work, and Social Engagement.

Memory, Mind, & Media (Journal Inaugural Collection), 1–24.

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Book Chapter
2022
Rajaram, S., Peña, T.*, & Greeley, G. D.*

How Collective Memories Emerge: A Cognitive Psychological Perspective.

In H. L. Roediger & J. Wertsch (Eds.), National Memories: Constructing Identity in Populist Times (pp. 409-433). Oxford: Academic Press.

Conference Proceeding
2022
Mannering, W. M.*, Rajaram, S., Shiffrin, R.M., & Jones, M. N.

Modeling the Effect of Learning During Retrieval on Collaborative Inhibition.

Proceedings of the 44th Annual Meeting of the Cognitive Science Society.

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Journal Article
2022
Montoro-Membila, N.*^, Maswood, R.*^, Molina, B.*, Rajaram. S., & Bajo, T.

Neurocognitive Mechanisms of Collaborative Recall. 

Neurobiology of Learning and Memory, 193, 107639.

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Journal Article
2022
Richmond, L.L., Brackins, T.*, & Rajaram, S.

Episodic Memory Performance Modifies the Strength of the Age-Brain Structure Relationship

International Journal of Environmental Research and Public Health, Section: Aging, 19(7), 4264.

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Journal Article
2022
Imbriano, G.*, Waszczuk, M., Rajaram, S., Ruggero, C., Miao, J., Clouston, S., Luft, B., Kotov, R., & Mohanty, A.

Association of attention and memory biases for negative stimuli with post-traumatic stress disorder symptoms.

Journal of Anxiety Disorders, 85, 102509.

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Journal Article
2022
Maswood, R.*, Luhmann, C.C., & Rajaram, S.

Persistence of false memories and emergence of collective false memory: Collaborative recall of DRM word lists. 

Memory, 30, 465-479.

 

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2021
Conference Proceeding
2021
Mannering, W.M.*, Rajaram, S., & Jones, M.N.

Towards a cognitive model of collaborative memory

In T. Fitch, C. Lamm, H. Leder, & K. Teßmar-Raible (Eds.), Proceedings of the 43rd Annual Conference of the Cognitive Science Society, 43(43) ISSN (1069-7977). Vienna, Austria; Cognitive Science Society.

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Journal Article
2021
Pepe, N.*, Wang, Q., & Rajaram, S.

Collaborative remembering in ethnically uniform and diverse group settings.

Journal of Applied Research in Memory and Cognition, 10(1), 95-103.

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2020
Journal Article
2020
Rajaram, S., Maswood, R.*, & Pereira-Pasarin, L.P.*

When social influences reduce false recognition memory: A case of categorically related information.

Cognition, 202, 104279-104279.

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2019
Journal Article
2019
Rajaram, S., & Marsh, E.J.

Cognition in the internet age: What are the important questions.

Journal of Applied Research in Memory and Cognition,  8(1), 46-49.

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Journal Article
2019
Marsh, E.J., & Rajaram, S.

The digital expansion of the mind: Implications of internet usage for memory and cognition.

Journal of Applied Research in Memory and Cognition, 8(1), 1-14.

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Journal Article
2019
Maswood, R.*, Rasmussen, A. S., & Rajaram, S.

Collaborative remembering of emotional autobiographical memories: Implications for emotion regulation and collective memory.

Journal of Experimental Psychology: General, 148(1), 65-79.

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Journal Article
2019
Maswood, R.*, & Rajaram, S.

Social transmission of false memories in small groups and large networks.

Topics in Cognitive Science, 11(4), 1-23.

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2018
Journal Article
2018
Szekely, A.*, Rajaram, S., & Mohanty, A.

Memory for dangers past: Threat contexts produce more consistent learning than do non-threatening contexts.

Cognition and Emotion, 33(5), 1-10.

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Book Chapter
2018
Rajaram S., & Maswood R.*

Collaborative memory: A selective review of data and theory. 

In: John H. Byrne (ed.), Learning and Memory: A Comprehensive Reference (2nd edition). Oxford: Academic Press.

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2017
Journal Article
2017
Choi, H.-Y.*, Kensinger, E.A., & Rajaram, S.

Mnemonic transmission, social contagion, and emergence of collective memory: Influence of emotional valence, group structure, and information distribution.

Journal of Experimental Psychology: General, 146(9), 1247-1265.

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Journal Article
2017
Szekely, A.*, Rajaram, S., & Mohanty, A.

Context Learning for Threat Detection.

Cognition and Emotion, 31(8), 1525–1542.

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Book Chapter
2017
Rajaram, S.

Collaborative inhibition in group recall: Cognitive principles and implications. 

Chapter in M. Meade, C. Harris, P. Van Bergen, J. Sutton, & A. Barnier (Eds.), Collaborative Remembering: Theories, Research, and Applications. Oxford University Press.

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2016
Journal Article
2016
Kensinger, E., Choi, H.-Y.*, Murray, B.*, & Rajaram, S.

 How social interactions affect emotional memory accuracy: Evidence from collaborative retrieval and social contagion paradigms.

Memory & Cognition, 44(5), 706–716.

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2015
Journal Article
2015
Luhmann, C.C., & Rajaram, S.

Memory transmission in small groups and large networks: An agent-based model.

Psychological Science, 26(12), 1909-1917.

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Journal Article
2015
Barber, S. J.*, Harris, C. B.*, & Rajaram, S.

Why two heads apart are better than two heads together: Multiple mechanisms underlie the collaborative inhibition effect in memory.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 41(2), 559-566.

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2014
Journal Article
2014
Blumen, H. M.*, Young, K. E.***, & Rajaram, S.

Optimizing group collaboration to maximize later individual retention.

Journal of Applied Research in Memory and Cognition, 3(4), 244-251.

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Journal Article
2014
Pociask, S*., & Rajaram, S.

The effects of collaborative practice on statistical problem solving: Benefits and boundaries.

Journal of Applied Research in Memory and Cognition, 3(4), 252-260.

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Journal Article
2014
Choi, H.-Y.*, Blumen, H. M.*, Congleton, A. R.*, & Rajaram, S.

The role of group configuration in the social transmission of memory: Evidence from identical and reconfigured groups.

Journal of Cognitive Psychology, 26(1), 65-80. – Joint winner for the “Best Paper of the Year 2014” journal award

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Journal Article
2014
Hirst, W., & Rajaram, S.

Toward a social turn in memory: An introduction to a special issue on social memory.

Journal of Applied Research in Memory and Cognition, 3(4), 239-243.

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Journal Article
2014
Congleton, A.R.*, & Rajaram, S.

Collaboration changes both the content and the structure of memory: Building the architecture of shared representations.

Journal of Experimental Psychology: General, 143(4), 1570-1584.

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2013
Conference Proceeding
2013
Luhmann, C. C., & Rajaram, S.

Mnemonic diffusion: An agent-based modeling investigation of collective memory. 

In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 936-941). Austin, TX: Cognitive Science Society.

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Journal Article
2013
Blumen, H. M.*, Rajaram, S., & Henkel, L.

The applied value of collaborative memory research in aging: Behavioral and neural considerations.

Journal of Applied Research in Memory and Cognition, 2(2), 107-117.

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Journal Article
2013
Blumen, H. M.*, Rajaram, S., & Henkel, L.

The applied value of collaborative memory research in aging: Considerations for broadening the scope.

Journal of Applied Research in Memory and Cognition, 2(2), 133-135.

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Journal Article
2013
Choi, H.-Y.*, Kensinger, E., & Rajaram, S.

Emotional content enhances true but not false memory for categorized stimuli.

Memory & Cognition, 41(3), 403-415.

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Journal Article
2013
Fazio, L.K.*, Barber, S.J.*, Rajaram, S., Ornstein, P., & Marsh, E.J.

Creating illusions of knowledge: Learning errors that contradict prior knowledge.

Journal of Experimental Psychology: General, 142(1), 1-5.

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2012
Journal Article
2012
Barber, S. J.*, Rajaram, S., & Paneerselvam, B.**

The collaborative encoding deficit is attenuated with specific warnings.

Journal of Cognitive Psychology, 24(8), 929-941.

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Journal Article
2012
Congleton, A.R.*, & Rajaram, S.

The origin of the interaction between learning history and delay in the testing effect: The roles of processing and retrieval organization.

Memory & Cognition, 40(4), 528 -539.

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Journal Article
2012
Barber, S.J.*, Rajaram, S., & Fox, E.B.***

Learning and remembering with others: The key role of retrieval in shaping group recall and collective memory.

Social Cognition, 30(1), 121-132.

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2011
Journal Article
2011
Pereira-Pasarin, L*., & Rajaram, S.

Study repetition and divided attention: Effects of encoding manipulations on collaborative inhibition in group recall.

Memory & Cognition, 39(6), 968-976.

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Journal Article
2011
Congleton, A.R.*, & Rajaram, S.

The influence of learning methods on collaboration: Prior repeated retrieval enhances retrieval organization, abolishes collaborative inhibition, and promotes post-collaborative memory.

Journal of Experimental Psychology: General, 140(4), 535-551.

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Journal Article
2011
Barber, S.J.*, & Rajaram, S.

Collaborative memory and part-set cueing impairments: The role of executive depletion in modulating retrieval disruption.

Memory, 19(4), 378-397.

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Journal Article
2011
Henkel, L. A., & Rajaram, S.

Collaborative remembering in older adults: Age-invariant outcomes in the context of episodic recall deficits.

Psychology and Aging, 26(3), 532-545.

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Journal Article
2011
Rajaram, S.

Collaboration both hurts and helps memory: A cognitive perspective.

Current Directions in Psychological Science, 20(2), 76-81.

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2010
Journal Article
2010
Rajaram, S., & Pereira-Pasarin, L.*

Collaborative memory: Cognitive research and theory.

Perspectives on Psychological Science, 5(6), 649-663.

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Journal Article
2010
Jose, A.*, Rajaram, S., O’Leary, K.D., & Williams, M.C.*

Memory for partner related stimuli: Free recall and frequency estimation.

Journal of Social and Personal Relationships, 27(5), 658-670.

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Journal Article
2010
Verfaellie, M., LaRocque, K.F., & Rajaram, S.

Benefits of immediate repetition versus long study presentation on memory in amnesia.

Neuropsychology, 24(4), 457-464.

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Journal Article
2010
Barber, S.*, Rajaram, S., & Aron, A.

When two is too many: Collaborative encoding impairs memory.

Memory & Cognition, 38(3), 255-264.

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2009
Journal Article
2009
Blumen, H.*, & Rajaram, S.

Effects of repeated collaborative retrieval on individual memory vary as a function of recall versus recognition tasks.

Memory, 17(8), 840-846.

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2008
Journal Article
2008
Blumen, H.*, & Rajaram, S.

Influence of re-exposure and retrieval disruption during group collaboration on later individual recall.

Memory, 16(3), 231-244.

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Journal Article
2008
Verfaellie, M., Rajaram, S., Fossum, K., & Williams, L.

Not all repetition is alike: Different benefits of repetition in amnesia and normal memory.

Journal of International Neuropsychological Society, 14(3), 365-372.

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Journal Article
2008
Barber, S. J.*, Rajaram, S., & Marsh, E.J.

Fact learning: How information accuracy, delay, and repeated testing change retention and retrieval experience.

Memory, 16(8), 934-946.

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Book Chapter
2008
Rajaram, S., & Coslett, H.B.

New associative learning in amnesia. 

Chapter to appear in N. Srinivasan, A.K. Gupta, & J. Pandey (Eds.), Advances in Cognitive Science. Sage Publications.

Journal Article
2008
Rajaram, S., & Barber, S.*

Retrieval processes in memory.

Chapter in H.L. Roediger, III (Volume Editor), Cognitive Psychology (in J.H. Bryne (Ed.) Learning and Memory: A Comprehensive Reference. Elsevier.

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2007
Journal Article
2007
Rajaram, S., & Pereira-Pasarin, L.*

Collaboration can improve individual recognition memory: Evidence from immediate and delayed tests.

Psychonomic Bulletin & Review, 14(1), 95-100.

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Journal Article
2007
Goldstein, R.Z., Tomasi, D., Rajaram, S, Cottone, L.A., Zhang, L., Maloney, T., Telang, F., Alia-Klein, N., & Volkow, N.D.

Role of the anterior cingulate and medial orbitofrontal cortex in processing drug cues in cocaine addiction.

Neuroscience, 144(4), 1153-1159.

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Book Chapter
2007
Rajaram, S.

Remembering: An integrative view. 

In H. L. Roediger, III, Y. Dudai, and S. M. Fitzpatrick (Eds.), Science of memory: Concepts. Oxford, UK: Oxford University Press.

Book Chapter
2007
Roediger, H.L., Rajaram, S., & Geraci, L.*

Three forms of consciousness in retrieving memories.

In M. Moscovitch, P. Zelazo, & E. Thompson (Eds.), Cambridge Handbook of Consciousness (pp. 251–287). Cambridge University Press.

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Book Chapter
2007
Rajaram, S.

Attentional requirements of perceptual implicit memory.

Chapter in Nairne, J. S. (Ed.), The Foundations of Remembering: Essays in Honor of Henry L. Roediger III. New York: Psychology Press.

2005
Book Chapter
2005
Rajaram, S., & Travers, S.V.*

Deselection effects in long-term memory.

In N. Ohta, C. MacLeod, & B. Uttl (Eds.), Dynamic Cognitive Processes. Tokyo: Springer-Verlag.

2004
Journal Article
2004
Geraci, L.*, & Rajaram, S.

The distinctiveness effect in the absence of conscious recollection: Evidence from conceptual priming.

Journal of Memory and Language, 51(2), 217-230.

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Book Chapter
2004
Geraci, L.*, & Rajaram, S.

The distinctiveness effect in explicit and implicit memory.

In R. R. Hunt & J. Worthen, (Eds.), Distinctiveness and Memory. Oxford.

2003
Journal Article
2003
Hamilton, M.*, & Rajaram, S.

States of awareness across multiple memory tasks: Obtaining a “pure” measure of conscious recollection.

Acta Psychologica, 112(1), 43-69.

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2002
Journal Article
2002
Geraci, L.*, & Rajaram, S.

The orthographic distinctiveness effect on direct and indirect tests of memory: Delineating the awareness and processing requirements.

Journal of Memory & Language, 47(2), 273-291.

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Journal Article
2002
Rajaram, S., Hamilton, M.*, & Bolton, A.

Distinguishing states of awareness from confidence during retrieval: Evidence from amnesia.

Cognitive, Affective, & Behavioral Neuroscience, 2(3), 227-235.

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2001
Journal Article
2001
Goldstein, R.Z., Volkow, N.D., Wang, G.J., Fowler, J.S., & Rajaram, S.

Addiction changes orbitofrontal gyrus function: Involvement in response inhibition.

NeuroReport, 12(11), 2595-2599.

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Journal Article
2001
Hamilton, M.*, & Rajaram, S.

The concreteness effect in implicit and explicit memory tests.

Journal of Memory and Language, 44(1), 96-117.

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Journal Article
2001
Rajaram, S., Srinivas, K., & Travers, S.*

The effects of attention on perceptual implicit memory.

Memory & Cognition, 29(7), 920-930.

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2000
Journal Article
2000
Rajaram, S., & Coslett, H.B.

New conceptual associative learning in amnesia. A case study.

Journal of Memory and Language, 43(2), 291-315.

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Journal Article
2000
Rajaram, S., & Coslett, H.B.

Acquisition and transfer of new verbal information in amnesia: retrieval and neuroanatomical constraints.

Neuropsychology, 14(3), 427-455.

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Journal Article
2000
Rajaram, S., & Geraci, L.*

Conceptual fluency selectively influences knowing.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 26(4), 1070-1074.

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Journal Article
2000
Srinivas, K., Culp, D.*, & Rajaram, S.

On associations between computers and restaurants: Rapid learning of new associations on a conceptual implicit memory test.

Memory & Cognition, 28(6), 900-906.

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1999
Book Chapter
1999
Rajaram, S.

Assessing the nature of retrieval experience: Advances and challenges.

Chapter in B.H. Challis & B. M. Velichkovsky (Eds.), Stratification of Consciousness and Cognition (pp. 255-275). John Benjamin Publishing: Amsterdam.

1998
Journal Article
1998
Holmes, J.B.*, Waters, H.S., & Rajaram, S.

The phenomenology of false memory: Episodic content and confidence.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 24(4), 1026-1040.

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Journal Article
1998
Rajaram, S.

The effects of conceptual salience and perceptual distinctiveness on consciousness recollection.

Psychonomic Bulletin & Review, 5(1), 71-78.

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Journal Article
1998
Rajaram, S., Srinivas, K., & Roediger, H.L.

A transfer-appropriate account of context effects in word fragment completion.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 24(4), 993-1004.

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Journal Article
1998
Rozin, P., Dow, S., Moscovitch, M., & Rajaram, S.

What causes humans to begin and end a meal? A role for memory for what has been eaten, as evidenced by a study of multiple meal eating in amnesic patients.

Psychological Science, 9(5), 392-396.

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1997
Journal Article
1997
Rajaram, S.

Basal forebrain amnesia.

Neurocase, 3(6), 405-415.

Book Chapter
1997
Rajaram, S., & Roediger, H.L.

Remembering and knowing as states of consciousness during retrieval.

In J.D. Cohen & J.W. Schooler (Eds.), Scientific Approaches to the Question of Consciousness (pp. 213-240). Lawrence Erlbaum Associates, Inc.

1996
Journal Article
1996
Rajaram, S.

Perceptual effects on remembering: Recollective processes in picture recognition memory.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 22(2), 365-377.

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1995
Journal Article
1995
Coslett, H.B., Stark, M., Rajaram, S., & Saffran, E.M.

Narrowing the spotlight: A visual attentional disorder in presumed alzheimer’s disease.

Neurocase, 1(4), 305-318.

1993
Journal Article
1993
Rajaram, S., & Roediger, H.L.

Direct comparison of four implicit memory tests.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 19(4), 765-776.

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Journal Article
1993
Rajaram, S.

Remembering and knowing: Two means of access to the personal past.

Memory & Cognition, 21(1), 89-102.

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Book Chapter
1993
Roediger, H.L., Wheeler, M.A., & Rajaram, S.

Remembering, knowing, and reconstructing the past.

In D. Medin (Ed.), The Psychology of Learning and Motivation (pp. 97-134). New York: Academic Press.

1992
Journal Article
1992
Srinivas, K., Roediger, H.L., & Rajaram, S.

The role of syllabic and orthographic properties of letter cues in solving word fragments.

Memory & Cognition, 20(3), 219-230.

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Journal Article
1992
Rajaram, S., & Neely, J.H.

Dissociative masked repetition priming and word frequency effects in lexical decision and episodic recognition tasks.

Journal of Memory and Language, 31(2), 152-182.

1990
Book Chapter
1990
Roediger, H.L., Rajaram, S., & Srinivas, K.

Specifying criteria for distinguishing memory systems.

In A. Diamond (Ed.), The Development and Neural Bases of Higher Cognitive Functions (pp. 572-595). Annals of the New York Academy of Sciences.

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