Competition and facilitation during learning: Searching for domain general principles.

Lead Research Organisation: University of Leicester
Department Name: Neuroscience, Psychology and Behaviour

Abstract

In any domain of daily life and cognition, humans solve tasks and make decisions by using information that comes from multiple, different sources. It is quite obvious that we learn from previous experiences. We then use multiple sources of information to guide our behaviour in environments, make decisions about what is beneficial for us, and act in social situations (attributions, imitation). Most times however, not all information in the environment is useful. For example, if we eat fish and chips and later become ill, it is difficult to know which of the two made us ill, and people tend to select one or the other based on quantity. In fact, humans are particularly adept at selecting and learning from those sources which provide information about relevant outcomes. Hence, the idea of competition between different sources of information has been prominent in theories of learning. A wealth of data in the social sciences and psychology supports this assertion. Yet, the finding that multiple sources of information compete during learning is not ubiquitous. In some fields (i.e., spatial learning, category learning) and in experiments using animals, researchers have found facilitation (the opposite of competition) between multiple sources of information, and this has led to the development of specific theories that explain those findings, by assuming they are "exceptions". Thus, there are theories aimed at explaining competition, and theories aimed at explaining facilitation, but no consensus regarding the circumstances that lead to either of these opposite outcomes. Based predominantly on experiments conducted in nonhuman animals, Urcelay has recently hypothesized that competition and facilitation are two extremes of a continuum which is determined by multiple variables. The objective of this proposal is to test whether contiguity (that is, the temporal and spatial separation of events) is a critical determinant of these opposite findings.

We predict that competition and facilitation are phenomena that can be observed across different tasks and domains of cognition. Therefore, we will test this general prediction across different learning preparations with increasing complexity. First, we wish to determine whether competition and facilitation are observed as a function of temporal separation between hypothetical food consumption and sickness in a predictive scenario such as the food-disease example mentioned above. The second objective is to extend these findings to an action-outcome task. Action-outcome learning underlies the sense of agency, free will and responsibility. We will investigate whether competition or facilitation are observed in a task in which participants' actions (i.e., press a button) and other environmental events (a signal) are presented simultaneously during learning. We will do this whilst manipulating the time between action and the outcome. We predict that when outcomes are presented soon after the action, stimuli will compete with action-outcome learning, but that the opposite will occur when outcomes are delayed. This is relevant to human behaviour because most of our actions are followed by delayed outcomes (e.g., saving for retirement; preparing for a child's birth). The final objective of this proposal is to investigate this prediction in spatial learning, which integrates the above mentioned objectives in a more complex and ecologically valid setting, whilst extending the prediction to spatial separation. Notably, in spatial learning both competition and facilitation have been observed, but the exact reasons for these discrepant findings have not been elucidated. In all three objectives, we will further investigate the psychological mechanisms (whether participants process different bits of information as separate elements, or as a whole) underlying competition and facilitation in these three scenarios. These findings have important implications for theories of learning, and for education.

Planned Impact

The proposed research has the potential to impact academics in psychology and other related fields, Head Teachers and Teachers working in the public sector, students seeking access to higher education, and the general public.

The project will significantly advance our knowledge concerning the variables that determine whether competition or facilitation are observed in learning, and this will change our understanding of human learning and memory. Amongst academics, the results of this project will bring facilitation in line with current conceptualizations of competition, by highlighting a variable that determines when competition or facilitation are observed. A key step towards this goal is to demonstrate the generality of such principle across different domains of learning (predictive, causal, and spatial). In addition, we will disseminate to different audiences the knowledge that results from this research. At a local level, we will inform academics through seminar meetings in Leicester and the East Midlands. We will further present out findings at national and international meetings, targeting those academics that might benefit most from this research. We will carefully select the meetings so that we target academics in our specific field (experimental psychologists interested in human learning and memory), but also those in allied fields (evolutionary psychologists, mathematical modellers, psychopathologists). We will review the literature and summarize it in review papers. These reviews plus the empirical findings will be published in high impact (open access) journals, with the intention of maximising the readership of our outputs.

A direct implication of our research is that, under some conditions, delaying feedback can enhance retention, and this has direct implications for assessment practices. Whilst multiple choice testing was originally designed to assess knowledge, it has become increasingly evident that testing can also enhance learning and retention, in particular when feedback is delayed. We will attempt to incorporate delayed feedback into current practices by organizing workshops with Head Teachers in the area. In these workshops, we will a) inform them about current state of knowledge concerning the effects of delaying feedback on MCQ tests, and b) attempt to incorporate this into current practices. Our long term goal is to harness the potential of delaying feedback into student practice tests, with the goal of improving performance in these tests.

Finally, we wish to increase awareness of what scientists do, and how science works. We will organize, for the first time in Leicester, the Pint of Science festival. This event gives attendees an opportunity to interact directly with people involved in the present and future of science. In 2017, the festival was celebrated in over 150 cities (10 countries). In the UK, 26 cities hosted Pint of Science, featuring 1000 speakers and 21000 attendees. We believe that it is time to bring this event to the people (target audience) in the East Midlands, to increase awareness and interest in the sciences.

Publications

10 25 50
 
Title Social overshadowing: revisiting cue-competition in social interactions 
Description Understanding how we use the information surrounding us to extract patterns and guide our behavior has been of major interest in psychological research, in both social and nonsocial contexts. On the one hand, associative learning psychology has largely documented how human and nonhuman animals learn through trials to respond to rewarding stimuli, and avoid those that are not. On the other hand, researchers in social psychology have extensively investigated how our perception of and interactions with others dynamically evolve as a result of acquiring information about them. The present research adopts a domain-general approach of learning and explores whether the principles underlying associative learning also govern learning in social contexts. In particular, we examined whether overshadowing, a well-established cue-competition phenomenon, impacts learning of the cooperative behaviors of unfamiliar interaction partners. Across three experiments using an adaptation of the iterated Trust Game, we consistently observed a 'social overshadowing' effect, that is, a better learning about the cooperative tendencies of partners presented alone compared to those presented in a pair. This robust effect was not modulated by gender stereotypes or beliefs about the internal communication dynamics within a pair of partners. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact We have not identified any notable impact at the moment of submission. 
URL https://rdmc.nottingham.ac.uk/handle/internal/9501
 
Title Temporal and spatial contiguity are necessary for competition between events 
Description Each sheet contains the data set of the data analysed in each of the experiments. Below the spreadsheet, there is a note explaining what each column represents. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://leicester.figshare.com/articles/dataset/Temporal_and_spatial_contiguity_are_necessary_for_co...
 
Description An assessment of generalization gradients with variations of temporal contiguity in predictive learning scenarios 
Organisation University of New South Wales
Country Australia 
Sector Academic/University 
PI Contribution In this collaboration, we wanted to assess in a predictive learning (event 1 followed by event 2) scenario whether human participants display broader generalization gradients when the temporal relationship between event 1 and event 2 is weak (as opposed to strong). This is achieved by delaying the presentation of event 2 after event 1 has finished. We contributed the programming, deploying online for the testing of participants, data breakdown and analysis. We also will write manuscripts associated with this collaboration (currently one in preparation), prepare posters and oral presentations for conferences.
Collaborator Contribution The assessment of generalization gradients often suffers from a number of methodological limitations. Most of these can be overcome by the use of specific statistical tools and modelling which enables a more sensitive and error free analysis of generalization gradients. Dr Jessica Lee (at UNSW) has developed such tool and provides her expertise in the analysis of the generalization gradients. In addition, she is an expert in the study of generalization phenomena, and hence adds expertise to the project.
Impact We have recently presented the findings at a conference in the United States of America (Eastern Psychological Association) and are currently writing up a manuscript.
Start Year 2021
 
Description Cue competition in the streamed-trial procedure 
Organisation Binghamton University
Country United States 
Sector Academic/University 
PI Contribution In this collaboration, we assessed a key prediction of our proposal - namely that competition between events is attenuated (and can turn into facilitation under specific circumstances) in a task characterized by a rapid sequence of events. Our research team contributed the programming, deploying online for the testing of participants, data breakdown and analysis. We are also writing a manuscript that resulted from this collaboration (currently in preparation), prepare posters and oral presentations for conferences.
Collaborator Contribution Professor Miller is a world expert in learning and memory phenomena, and has recently focused on the assessment of contingency with the use of the streamed-trial procedure. Thus, he is ideally placed to act as collaborator given his general expertise and in particular his expertise in this task. He has contributed knowledge and expertise in experimental design, data interpretation and manuscript preparation.
Impact No outputs as of yet
Start Year 2021
 
Description Social overshadowing 
Organisation University of Oxford
Department All Souls College
Country United Kingdom 
Sector Academic/University 
PI Contribution In line with the objectives of the project, in this collaboration we assessed whether the well-known phenomenon of overshadowing can be observed in scenarios that involve social interactions with multiple agents. There is a literature in social learning that suggests that it obeys to specific rules, in which case it is uncertain whether the overshadowing effect would be observed. Alternatively, if social learning obeys to the same principles as other learning processes, then the overshadowing effect should be observed. To our surprise, there were no clear demonstrations of the overshadowing effect in human social learning. Our research team contributed to the programming of the task, the deployment online for testing of participants, data breakdown and analysis, writing and revising the manuscript. We have recently published a manuscript which resulted from this collaboration that documents the overshadowing effect in social scenarios and thus reveals that the phenomenon is general.
Collaborator Contribution Dr Telga contributed with original knowledge on the task that we used (on which she is an expert) and critical decisions concerning the design of the experiment, the choice of stimuli (i.e., faces), and different controls which are specific to social scenarios. She wrote the original manuscript and worked on all revisions of it. Professor Heyes is an expert in human cognition and the evolution of the human mind. She contributed with her expertise in the design of experiments, in which her knowledge was critical to make decisions about the correct controls and critical manipulations. She also contributed to the writing of the manuscript.
Impact We recently published a paper that resulted from this collaboration (Telga et al., 2023), which is reported in the outputs.
Start Year 2021
 
Description Social overshadowing 
Organisation University of St Andrews
Department School of Management St Andrews
Country United Kingdom 
Sector Academic/University 
PI Contribution In line with the objectives of the project, in this collaboration we assessed whether the well-known phenomenon of overshadowing can be observed in scenarios that involve social interactions with multiple agents. There is a literature in social learning that suggests that it obeys to specific rules, in which case it is uncertain whether the overshadowing effect would be observed. Alternatively, if social learning obeys to the same principles as other learning processes, then the overshadowing effect should be observed. To our surprise, there were no clear demonstrations of the overshadowing effect in human social learning. Our research team contributed to the programming of the task, the deployment online for testing of participants, data breakdown and analysis, writing and revising the manuscript. We have recently published a manuscript which resulted from this collaboration that documents the overshadowing effect in social scenarios and thus reveals that the phenomenon is general.
Collaborator Contribution Dr Telga contributed with original knowledge on the task that we used (on which she is an expert) and critical decisions concerning the design of the experiment, the choice of stimuli (i.e., faces), and different controls which are specific to social scenarios. She wrote the original manuscript and worked on all revisions of it. Professor Heyes is an expert in human cognition and the evolution of the human mind. She contributed with her expertise in the design of experiments, in which her knowledge was critical to make decisions about the correct controls and critical manipulations. She also contributed to the writing of the manuscript.
Impact We recently published a paper that resulted from this collaboration (Telga et al., 2023), which is reported in the outputs.
Start Year 2021
 
Description Pint of Science Coordinator for Leicester 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Pint of Science is a worldwide science festival which brings researchers to the local pub/cafe to share their scientific discoveries with members of the public. We organised Pint of Science in Leicester for the first time in 2019, with an attendance of over 350 attendees. The event was a success, and we received very good feedback. In preparation for the event, which was part of the Award's "pathways to impact", Urcelay visited the local BBC radio, and the organisers engaged with the local media (newspapers) and the general public.
Year(s) Of Engagement Activity 2019,2020
URL https://pintofscience.co.uk/city/leicester