Megan O. Kelly

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I am a Postdoctoral Fellow at Princeton University (NJ, USA), having recently completed my PhD at the University of Waterloo (ON, Canada). I am interested in the interplay between cognition (e.g., memory), metacognition (e.g., beliefs about memory), and our collaboration with cognitive supports such as notebooks, the internet, AI, and other people. Drawing from a variety of topics (e.g., traditional memory research, distributed cognition), I aim to deepen our understanding of "everyday cognition", including how cognitive processes can be supported to enhance learning and decision-making.


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Research

The influences of external memory support on memory and meta-memory

Much of my research to date has focused on how our use of technology allows us to “offload” or redirect cognitive demands and how this, in turn, influences our memory. One way I have examined this is with a procedure designed to imitate the loss of a reliable external store (e.g., one’s phone).

In this work, we have demonstrated that there is a reliable cost to memory performance when expecting one’s external memory support compared to when there is no such expectation of external memory support. Specifically, memory phenomena thought to be more dependent on intentional or top-down mnemonic efforts (e.g., rehearsal) appear more likely to show this memory cost compared to memory phenomena thought to be less dependent on intentional or top-down mnemonic efforts:

Kelly, M. O., & Risko, E. F. (2022). Study effort and the cost of external store availability. Cognition, 288, 105228.

Kelly, M. O., & Risko, E. F. (2022). Revisiting the influence of offloading memory on free recall. Memory & Cognition, 50(4), 710-721.

Park, J., Kelly, M. O., Hargis, M., & Risko, E. F. (2022). Influence of external store reliance on predicted and actual value-directed remembering. Psychonomic Bulletin & Review, 29(4), 1367-1376.

Lu, X., Kelly, M. O., & Risko, E. F. (2022). The gist of it: Offloading memory does not reduce the benefit of list categorization. Memory, 30(4), 396-411.

Kelly, M. O., & Risko, E. F. (2019). The isolation effect when offloading memory. Journal of Applied Research in Memory and Cognition, 8(4).

Kelly, M. O., & Risko, E. F. (2019). Offloading memory: Serial position effects. Psychonomic Bulletin & Review, 26(4), 1347-1353.

While mostly basic in nature, my research also allows me to consider important applications such as the various qualities of environmental memory supports and how the nature of their use, in turn, affects memory. For example, the perceived reliability of the external memory support plays an important role in how susceptible individuals are to external store manipulation:

Pereira, A., Kelly, M.O., Lu, X., & Risko, E.F. (2022). On our susceptibility to external memory store manipulation: Examining the influence of perceived reliability and expected access to an external store. Memory, 30(4), 412-428.

Risko, E. F., Kelly, M. O., Patel, P., & Gaspar, C. (2019). Offloading memory leaves us vulnerable to memory manipulation. Cognition, 191.

More recently, I have begun to try to better understand the roles of metamemory (metacognition specific to memory) and more complex forms of external memory support (e.g., partially supportive or algorithm-based) in the context of my research:

Kelly, M. O., Risko, E. F. Evidence that individuals modulate study effort consistent with the level of anticipated environmental support. (Under review)

Kelly, M. O., Unal, B., Risko, E. F., & Benjamin, A. S. Can individuals benefit from partnering with a metacognitively sophisticated nonhuman agent? A test using recognition memory. (Under review).

Kelly, M. O., Karimjee, B., Pereira, A., Lu, X., Risko, E. F. Does the reliance on an external memory store influence recognition memory? (In press at Memory & Cognition).

Understanding basic memory phenomena: The production effect in memory

My work draws from a variety of subtopics within learning and memory research, such as study effort and study allocation, intentional forgetting, distinctiveness/isolation, production effects, and misinformation/false memory effects. For example, I also worked on a line of research devoted to better understanding the underlying mechanisms of the production effect. One approach to doing so involves our development of a REM.1-based computational model of the production effect (Shiffrin & Steyvers, 1997):

Kelly, M. O., Ensor, T. M., Lu, X., MacLeod, C. M., & Risko, E. F. (2022). Reducing retrieval time modulates the production effect. Journal of Memory and Language, 123, 104299.

Kelly, M. O., Ensor, T. M., MacLeod, C. M., & Risko, E. F. (2023). The Prod Eff: Partially producing an item modulates the production effect. Psychonomic Bulletin & Review, 31, 373-379.

Kelly, M. O., Lu, X., Ensor, T., MacLeod, C. M., & Risko, E. F. (2023). Productions need not match study items to confer a production advantage... but it helps. Experimental Psychology, 71(1), 2-13.

In the “real world”: Metacognitive calibration and judgments of intelligence analysts

From September 2023 to March 2024 (inclusive), I completed a full-time research internship at Defence Research and Development Canada (DRDC), Toronto (Federal Government of Canada) to conduct research on understanding and improving the judgment and calibration of intelligence analysts. Here is some of what I worked on during my time there:

Kelly, M.O., & Mandel, D. R. (2023). The Effect of Calibration Training on the Calibration of Intelligence Analysts' Judgments. Applied Cognitive Psychology, 38(5), e4236.

Mandel, D. R., & Kelly, M. O. (2024). When Half is At Least 50%: Effect of “Framing” and Probability Level on Frequency Estimates. Journal of Behavioral Decision Making, 37(3), e2399.

Kelly, M. O., Budescu, D. V., Dhami, M., & Mandel, D. R. (2024). The Effects of Source Reliability and Information Credibility on Judgments of Information Quality. (Under review).

CV

View my CV in full here or preview it below.


Other

Organizations and Initiatives

Below are some groups of which I've had the privilege of being a part; each are full of fantastic individuals trying to provide various supports and services to those within their communities. Click to learn more.

Women in Cognitive Science - Canada + (WICSC+): Trainee Governing Board

Graduate Association of Students in Psychology

Healthy Labs Initiative

Well-being Shared Measurement Task Group, specifically in developing a shared data tool for understanding community belonging, as supported by the Children and Youth Planning Table of Waterloo.

Miscellaneous

Instructional video about interpreting removable interactions that my colleague and I wrote and illustrated based on Wagenmakers et al. (2012) and Loftus (1978).

My team and I presented about Educational Policy at the MPS Policy Datafest in 2020 and placed 2nd.