Watch and Learn: Mapping the Behavioural and Neural Profile of Observational Learning Throughout the Lifespan

Lead Research Organisation: Bangor University
Department Name: Sch of Psychology

Abstract

As humans, our ability to survive within a social world is facilitated by learning through observing others. As such, when learning tasks as simple as tying one's shoes or as complex as performing heart surgery, we learn by watching from childhood through to old age. Many researchers from the behavioural and brain sciences suggest that observational and physical learning share common features. What remains unknown is how our brains and behaviour change when learning by observation across the lifespan, as well as how age impacts the efficacy of observational learning. To address these questions, I measure the impact of observational learning on behaviour and brain activity among children, young adults, and older adults. The ultimate aim is to develop a means of identifying factors associated with observational learning success, which in turn will inform observation-based interventions used in education and therapeutic contexts.

What will the 'Watch and Learn' project contribute to our knowledge?
Questions concerning how we learn by observation attract attention from researchers and practitioners ranging from education to psychology to medicine. However, it has not yet been possible to directly compare how the brain and behaviour are impacted by observational compared to physical learning. This is due to limitations in traditional cognitive neuroscience approaches that lack the sensitivity and sophistication required to detect subtle differences in how the brain represents new information learned by observation or physical practice. Only through the innovative combination of advanced neuroscientific techniques with behavioural training procedures targeting different age groups is it possible to (1) definitively address how observational learning impacts the brain and behaviour throughout the lifespan and (2) explore possibilities for detecting the efficacy of observational learning on an individual basis.

How will the 'Watch and Learn' project illuminate how we learn by observation throughout our lives?
The project comprises 3 studies, each using the same procedures with a different age group (S1-young adults, S2-children, S3-older adults). Each study features a training part and a part that evaluates individual predictors of observational learning success. In Part 1, participants learn simple dance sequences by physical practice or observation. Performance is measured daily and participants' brain activity is measured at 3 points in the training process. Through the innovative application of multivariate analyses, I will measure how the brain represents information learned by observation vs physical practice. The results will inform a new model of how both kinds of learning impact the brain and behaviour at different life stages. In Part 2 of each study, I re-evaluate individual participants' brain and behavioural data, aiming to identify at an early learning stage who is likely to benefit most from observation. This novel approach represents the first attempt to consider all aspects of a person's rich and complex learning data to better understand and predict how each individual may respond to observational training.

What are the implications of this research? Who benefits?
The most direct implication of the 'Watch and Learn' project is a better understanding of how we transform visual information into physical skills from childhood to advanced age. More broadly, those who teach or rehabilitate motor skills stand to benefit from the project's findings through an improved understanding of how observational learning compares to physical learning in terms of behavioural performance and the speed and efficacy with which individuals of different ages may be expected to learn by observation. Outreach and knowledge exchange activities are targeted at the public as well as educators who teach physical skills in schools and hospitals, with the aim to optimize observational approaches based on the results of this project.

Planned Impact

The 'Watch and Learn' project stands to benefit a wide sample of society beyond academia via at least four distinct avenues:
1. Influencing Behaviour & Informing Interventions: Because we vary in how we learn best, one-size-fits-all teaching strategies frequently fail due to individual differences in learning abilities. Social science research is critical for understanding how we learn, and yet, most work measures behaviour among a group of individuals and then generalizes to the wider population. My project takes an important step forward in understanding individual learning differences at behavioural and brain levels. Findings will inform how to identify those who learn effectively by observation, as well as how the profile of observational learning changes during the lifespan. Planned outreach activities through schools and national/international science festivals will enable me to communicate my findings on individual differences, as well as engage in dialogue with educators who use observational learning.
2. Using Technology to Understand Behaviour: Recent exciting technological developments have been made in video game equipment. The 'Watch and Learn' project takes advantage of the wireless motion tracking technology offered by the Xbox Kinect system (made by Microsoft) to quantify and track physical and observational learning in individuals ranging from pre-adolescence through to old age. Microsoft is interested in liaising with basic science researchers who use the Kinect technology in innovative ways to understand or change human behavior. As the project develops, I will discuss my findings, learn how to better optimize the Kinect system for my research needs, and engage Microsoft in discussions about how their technology and my paradigm could possibly be marketed for educational or therapeutic uses.
3. Healthy Aging: A great utility exists for observational learning interventions directed toward those with reduced mobility or impaired motor function due to aging or neurological injury. In older age, subtle improvements in motor performance can have a profound influence on quality of life. For example, improved ability and confidence in one's ability to carry out daily tasks, such as making a cup of tea or preparing dinner, can lead to independence and less reliance on care workers. Findings from the proposed research will not only pave the way for possible interventions to assist with new task learning in advanced age, but will also lead to a brain-based model of the underlying mechanism(s) controlling learning by observation, which might aid in understanding how to prevent its decline. Through links with the University of the Third age and the NHS (see Pathways to Impact), the project builds links between medical practitioners, researchers and the wider public, with the aim of disseminating findings to end users who could influence policy and implement interventions with older individuals.
4. Knowledge Exchange: A hallmark of quality research in the social sciences is direct engagement and dialogue with those individuals who might apply the latest research findings to their daily practice. The 'Watch and Learn' project seeks to achieve this through a dedicated knowledge exchange forum, as part of a 2-day workshop toward the end of the project that gathers leading researchers, educators, and therapists who use observational learning techniques in their work. Importantly, this forum will focus on two-way discussion between the research and practice experts, with active encouragement for those individuals who use observational learning techniques in their practice to provide detailed feedback on their needs to the researchers so that our work can be more quickly and effectively used in applied contexts.

As detailed in the Academic Beneficiaries section, the project also stands to benefit academic users ranging from colleagues working with evidence-based research to those studying learning in other departments.

Publications

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Catmur C (2016) Understanding self and others: from origins to disorders. in Philosophical transactions of the Royal Society of London. Series B, Biological sciences

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Cross ES (2016) The shaping of social perception by stimulus and knowledge cues to human animacy. in Philosophical transactions of the Royal Society of London. Series B, Biological sciences

 
Description Through this work, we have investigated how different cues to learning sculpt brain and behaviour. This research combined interactive dance video games with brain scanning and shows that multisensory, interactive learning contexts (such as those involving vision, audition and physical activity) lead to the best gains in learning and have the most impact on the brain. Another significant contribution of this work concerns the relationship between physical experience/embodiment and action memory. We have found that learning efficacy (from either visual or physical experience) is directly related to action memory, and ongoing follow-up work will seek to capitalise on this relationship to diagnose or ameliorate physical learning difficulties.
Exploitation Route Education practitioners and those involved in sporting contexts could be interested in the findings. In addition, we have reported some very interesting findings regarding learning among developmental and elderly populations, as well as the relationship between physical ability and aesthetic preferences for dance. As such, this work has implications and applications for those involved in physical therapy/rehabilitation, performing arts/dance and individuals involved in learning sciences more broadly.
Sectors Digital/Communication/Information Technologies (including Software),Education,Healthcare,Culture, Heritage, Museums and Collections

URL http://www.soba-lab.com
 
Description Research has led to multiple public engagement events that get participants up and moving and dancing as an entry into teaching about brain science
First Year Of Impact 2014
Sector Creative Economy,Digital/Communication/Information Technologies (including Software),Education,Leisure Activities, including Sports, Recreation and Tourism,Culture, Heritage, Museums and Collections
Impact Types Cultural,Societal

 
Description Coleg Cymraeg Cenedlaethol
Amount £60,000 (GBP)
Organisation Welsh National College 
Sector Academic/University
Country United Kingdom
Start 01/2015 
End 12/2017
 
Description ESRC Industrial Strategy 2017 Studentship Competition
Amount £90,000 (GBP)
Organisation ESRC Wales Doctoral Training Partnership 
Sector Public
Country United Kingdom
Start 09/2017 
End 09/2021
 
Description FP7 Marie Curie Career Integration Grant
Amount € 75,000 (EUR)
Funding ID PCIG11-2012-322256 
Organisation European Commission 
Sector Public
Country European Union (EU)
Start 10/2013 
End 09/2016
 
Description Marie Curie Alumni Organization Micro Travel Grant
Amount € 350 (EUR)
Organisation European Commission 
Sector Public
Country European Union (EU)
Start 04/2014 
End 05/2014
 
Description MoD DSTL National UK PhD Call
Amount £125,000 (GBP)
Funding ID DSTLX-100008317725 
Organisation Ministry of Defence (MOD) 
Sector Public
Country United Kingdom
Start 10/2013 
End 10/2016
 
Description Philip Leverhulme Prize for Psychology
Amount £100,000 (GBP)
Organisation The Leverhulme Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2019 
End 12/2022
 
Description Starting Grant
Amount € 1,809,000 (EUR)
Funding ID ERC-StG-677270 
Organisation European Research Council (ERC) 
Sector Public
Country Belgium
Start 10/2016 
End 09/2021
 
Title Watch and Learn Data 
Description We recruited three groups of neurologically healthy participants: 20 Adolescents (Mean age = 12.7; SD = 0.8; 7 female); 23 Younger adults (Mean age = 19.44; SD = 1.62; 11 female) and 19 Older adults (Mean age = 63.6; SD = 4.40, 11 females). Only dance-naive participants were selected. This meant all participants had limited or no experience performing or observing dance, and none had prior experience playing dance video games. Behavioural training analysis Dance performance scores recorded by the Kinect™ system each day of PVA training for each participant were used to quantify participants' performance across the training days and test day. Raw numeric scores, as quantified by the Kinect™ system, were used. Physical performance. The four raw scores participants received each day for the dance sequences in the PVA condition were averaged so that each participant had a single score representing their dance performance for each training day. A repeated measures ANOVA with training day as a within-subjects factor with four levels (days 1, 2, 3 and 4) was conducted on these scores to confirm the training manipulation worked and that physical performance increased across the daily training sessions. Additionally, we performed pairwise comparisons to determine how performance on consecutive days of training compared. VA recognition task accuracy. To ensure participants paid close attention to the sequences they watched and listened to in the VA training condition, they were asked to perform a simple recognition task on video segments. An accuracy score for each participant on each of the four days of training was calculated based on their performance on this task, and a repeated measures ANOVA on these accuracy scores was conducted to investigate the effect of VA training on the recognition task accuracy over the days of training. Post-training behavioural test. On the final day of the experiment, participants physically performed all eight training sequences: the two from the PVA condition, two from the VA condition, two from the A condition, and two additional untrained sequences that they had seen short segments of during fMRI. Raw scores from both exemplars from each training category were averaged within training conditions to produce an average score per participant for each of the four test conditions. We performed a repeated measures ANOVA on these scores to investigate the impact of different kinds of experience on physical performance. Pairwise comparisons (Bonferonni corrected) were subsequently evaluated to further investigate any differences between conditions in more detail. Degrees of freedom reflect the Greenhouse-Geisser correction where sphericity has been violated. Neuroimaging Procedure Each participant completed one functional magnetic resonance imaging (fMRI) session prior to the training procedures and an identical session immediately following the four days of training. Participants completed 2 runs within each scanning session, lasting an average of 15 min and containing 80 trials each. In each run, participants watched and listened to 64 music video stimuli featuring short dance segments taken from the four training conditions (PVA, VA, A and untrained) that were each between 3.5 and 4.5 seconds in length. Each stimulus was preceded by a fixation cross presented for 3-8 seconds (the amount of time the fixation cross was on the screen was pseudo-randomized). Each trial was followed by one of two questions in which participants were required to aesthetically rate the observed dance movement ('How much did you like the movement you just watched?'), or assess their physical ability to reproduce the movement ('How well could you reproduce the movement you just watched?'). These questions were shortened to 'LIKE?' and 'REPRODUCE?', respectively, and participants responded via a button response. The next trial started once participants answered or after a maximum of 4s. Participants provided their response via a four-button fibre optic response box placed on their lap on which they rested the index finger and middle fingers of both hands over the buttons. The Likert-scale ranged from 1 (not at all) to 4 (extremely), and was counterbalanced across participants such that the scale was reversed for half of the participants. Participants were instructed to watch the dance movements carefully and respond to the question following each video. Analyses that take into account participants' ratings are the focus of a separate study (Kirsch, Dawson & Cross, manuscript in preparation). Ten additional video stimuli featuring the main dancer standing still were presented throughout the functional runs for 5 seconds each and required no response. Finally, six additional video stimuli (that were not part of the full set of 64 videos from the training conditions) were included for attentional control questions. After each one of these six test trials, participants were asked a question that required a yes (button 1) or no (button 4) response (reverse order counterbalanced between participants). This question was, 'Did the dancer place at least one arm above their head?', and was designed to ensure the participants paid full attention to the dancer's movement in each stimulus. Participants were trained outside of the scanner prior to the pre-training scan to become familiar with the all features of the experiment and what they would be asked to do whilst in the scanner. Stimuli presentation and response recording was done with a Mac desktop computer running MATLAB R2010a (Mathworks, Natick, MA) and Psychophysics Toolbox 3 (Brainard, 1997; Pelli, 1997, Kleiner et al. 2007). Stimuli were retroprojected onto a translucent screen viewed via a mirror mounted on the head coil. The experiment was carried out in a 3-T Philips MRI scanner using a SENSE phased-array head coil. For functional imaging, a single-shot echo planar imaging sequence was used (T2*-weighted, gradient echo sequence; echo time TE=30 ms; flip angle, 90°). The scanning parameters were as follows: repetition time TR=2000 ms; 30 axial slices; voxel dimensions, 3 x 3 mm with voxel slice thickness=4 mm; slice gap=0.8 mm; field of view (FOV), 230 x 230 x 143 mm; matrix size, 128 x 128 mm2; anterior-posterior phase-encoding. Parameters for T1-weighted anatomical scans were: 240 x 240 mm2 matrix; voxel dimensions, 2 x 2 x 2 mm; TR = 12 ms; TE = 3.5 ms; flip angle = 8°. Due to an error in the scanning protocol, for the first 14 scan sessions, brain slices were acquired in an interleaved manner whilst the last 26 scan sessions were collected in an ascending order. Any discrepancies between the two orders of acquisition were corrected during preprocessing with appropriate slice time correction procedures. For each run of each scanning session, the first two brain volumes were discarded to reduce saturation effects. Depending on the participants' response time to each question and the pseudorandom duration of the fixation cross prior to each trial, the total number of functional scans collected for each participant ranged between 369 and 480 volumes (mean = 395) per functional run. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact our behavioural and neuroimaging data are now available for other researchers to make use of for follow up questions and meta analyses 
URL http://reshare.ukdataservice.ac.uk/852472/
 
Description AXNS Neuroaesthetics Debate 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? Yes
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A large crowd attended at KCL where 5 academics from different disciplines, as well as a science writer/broadcaster presented pro and con debates about the involvement of science in the artistic process (especially concerning using neuroscientific methods to understand aesthetics). The debate and ensuing discussion with the audience members was heated and spilled over to the pub for many hours afterwards.

Requests from a number of artists (2 London-based dancers and a film maker) to collaborate on performance art projects, where they wished to have a neuroscience angle.
Year(s) Of Engagement Activity 2014
URL http://axnscollective.org/in-the-minds-eye/
 
Description Avatars, Robots and Humanity symposium on cognition and cyborg studies, Radboud University Nijmegen, the Netherlands 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact a broad range of public, student, and research professional attendees were present at this multidisciplinary workshop that served as a dress rehearsal, of sorts, for a bigger event that took place the following year at UC Berkeley in California on a similar topic.

helped to create transdisciplinary links between law, humanities and neuroscience
Year(s) Of Engagement Activity 2013
URL http://www.ru.nl/bsi/news-events/symposium-avatars/
 
Description BBC Expert Women's Day Training 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact I have been selected from a competitive application process to attend a special media engagement session with BBC Wales on 4 November 2014 that provides a select number of women from a number of professional domains with professional media training so that we can better engage with the public and serve as liaisons with the media when an expert opinion is required in one's domain of expertise

It is not yet known what the impacts are as I've not attended yet.
Year(s) Of Engagement Activity 2014
URL http://www.bbc.co.uk/corporate2/cymruwales/partnerships/expertwomen
 
Description British Science Festival - Newcastle 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A sell-out crowd packed into an event featuring 4 speakers entitled 'Mould your brain: New studies of the plasticity of the mind' - the event was chaired by Dr. Antonia Hamilton and each speaker presented a very different perspective on brain plasticity. The discussion with the enthusiastic crowd carried on for nearly as long as the event itself!

Interviews with several national papers about the research I presented about observational learning and dance, and a podcast with The Naked Scientists - see here: http://www.thenakedscientists.com/forum/index.php?topic=48840.0
Year(s) Of Engagement Activity 2013
URL http://www.britishscienceassociation.org/blog/mould-your-brain-new-studies-plasticity-mind
 
Description CNS Mini Symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Large turnout for 'Fresh Perspectives on Social Perception' minisymposium for which I was the sole organiser at the annual meeting of the Cognitive Neuroscience Society held in San Francisco, California. Speakers were from the UK and USA, and audience engaged deeply with discussion about cutting edge methods for exploring social perception among children, adults, and clinical populations.
Year(s) Of Engagement Activity 2015
 
Description Centre for Brain and Cognitive Development Seminar Series, Birkbeck 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Roughly 40 academics attended this departmental talk that focused on more developmental aspects of the work that led to and has come from the Watch and Learn project

Laid foundations for a number of new collaborators and met several key individuals in my field whose work I regularly read and cite, and yet had never met before.
Year(s) Of Engagement Activity 2013
 
Description Cognitive Science Colloquium, CEU, Budapest 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact approximately 35 undergraduates, postgraduates and professors attended this departmental seminar
Year(s) Of Engagement Activity 2015
URL http://cognitivescience.ceu.edu/events/2015-11-04/departmental-colloquium-emily-cross-and-richard-ra...
 
Description Dance Engaging Science - 2015 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workgroup of 20 core members and an additional 30 or so students, artists and practitioners met in Bielefeld at the ZiF to discuss future of arts and science collaboration with this work group that began in 2007. Major plans were crafted to continue on the work of this diverse group of artists and scientists into the next decade.
Year(s) Of Engagement Activity 2015
URL http://motionbank.org/en/content/dance-engaging-science
 
Description Edinburgh International Science Festival 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Put on two public engagment events as part of 2015 Edinburgh International Science Festival in collaboration with Dr. Peter Lovatt (Dr. Dance)- a sold-out interactive night club event called 'Born to Dance', and a pop-up event at the National Museum of Scotland designed to appeal to kids and younger audiences. Many many people were enthusiastically engaged during both events - and surveys conducted by the EISF team showed that people learned quite a bit from both events as well.
Year(s) Of Engagement Activity 2015
URL http://www.sciencefestival.co.uk/event-details/born-to-dance
 
Description Guest Lecture to Experimental Psychology MSc Course at Ghent University, Belgium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Roughly 40 MSc students and several other research professionals attended this lecture designed to inspire these students to think about research in fresh ways

Raised awareness of and interest in my research area among a group of up-and-coming researchers
Year(s) Of Engagement Activity 2013
 
Description IEEE-RSJ Social Robots for Public Settings 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact My work was part of the Designing and Evaluating Social Robots for Public Settings workshop at the IEEE-RSJ Internaional Conference on Intelligent Robots and Systems, which took place in Hamburg, Germany. Outcome from involvement in this workshop is that I have been asked to contribute a piece to 'The Conversation' as a public primer about the future of social robotics.
Year(s) Of Engagement Activity 2015
URL http://iros15-desrps.chrisbevan.co.uk/
 
Description IMPRS NeuroComm Summer School 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Approximately 105 workshop attendees as part of the International Max Planck Research School (IMPRS) NeuroComm summer school - attended workshop/symposium on Music and the Brain, during which I presented a lecture and spoke/met with students.
Year(s) Of Engagement Activity 2015
URL http://imprs-neurocom.mpg.de/summerschool/2015/index.html
 
Description Institute of Movement Neuroscience Seminar, UCL 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact 35 academics at the Institute of Movement Neuroscience at UCL, including a collaborator on the Watch and Learn project, attended my talk, which sparked discussion that carried over into dinner afterwards

further advanced collaborative links with partner who works at the IMN
Year(s) Of Engagement Activity 2012
 
Description Institute of Psychology, Health and Society Seminar Series, University of Liverpool 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Presented research findings to a diverse range of individuals from my own discipline and other health-related disciplines

Extremely thought-provoking discussion ensued after presentation with individuals from departments I do not normally get to speak to, including history, robotics and anthropology
Year(s) Of Engagement Activity 2013
 
Description Inverness Monster Science Festival 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Approximately 30 people from Inverness and the surrounding area attended my lecture and asked many questions about complex action learning and how the findings from my research might inform their daily lives.

Several attendees came up to me afterwards and confessed to not being generally very interested in science, but that my presentation piqued their interest. They stated that if all scientists could present and talk to the public like I did, they would be interested in attending more public science lectures!
Year(s) Of Engagement Activity 2014
URL http://www.monsterfest.co.uk/2014-programme.asp
 
Description Keynote presentation at German Sport Science Annual Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented keynote presentation at the Annual Meeting of the German Sport Science Society in Munich, Germany. Talk was well received and much interest was sparked in the relationship between my research and that presented by another keynote speaker at the meeting. Even though this meeting has a more focused target audience (scientists engaged in the study of motor control in German speaking countries, including Germany, Austria and Switzerland), many major players from this domain were in attendance and it was of value to engage with this more focused gathering of scientists.
Year(s) Of Engagement Activity 2015
 
Description Keynote presentation at Institute for Music and the Mind Neuromusic Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Roughly 150 attendees of the Annual Neuromusic conference attended this keynote presentation at McMaster University's Music and the Mind Institute event.

Many questions and discussion afterwards, met colleagues working in more applied contexts and discussed ideas for collaborations
Year(s) Of Engagement Activity 2012
URL https://mimm.mcmaster.ca/index.php/special-events/neuromusicconference/details/45-neuromusic-confere...
 
Description Popularity Contest and the Robotic Petting Zoo 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I received an ESRC IAA Artist-in-Residence award to work with Dutch artist Merel Bekking to devise an interactive art-science-tech performance art piece to challenge the general public to engage with emotionally reactive robots and question their perceptions of social machines.
Year(s) Of Engagement Activity 2017
URL https://www.roboticpettingzoo.com/
 
Description Present talk to McMaster University's Discover Psychology Seminar Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact I was invited to present a public lecture on my research as part of McMaster University's public lecture series in psychology

Many members of the public attended and were interested in asking questions and chatting afterwards
Year(s) Of Engagement Activity 2012
URL http://alumni.os.mcmaster.ca/s/1439/index.aspx?sid=1439&gid=1&pgid=1125&cid=2150&ecid=2150&crid=0&ca...
 
Description Presented research/career talk as part of Inspirational Women's Career Paths for 2017's International Women's Day event (Bangor) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Presented and participated on a panel of 5 women about career paths in science and how my research approach has developed and changed throughout my career
Year(s) Of Engagement Activity 2017
URL http://planet.cymru/en/events/international-womens-day-2017/
 
Description Psychology Seminar Series, Lancaster University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Presented work that inspired and has come from the Watch and Learn project as part of a Psychology seminar series at Lancaster

Struck up a very productive conversation with a potential collaborator and made plans to pursue a project together
Year(s) Of Engagement Activity 2013
 
Description Psychology Seminar, University of Bristol 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Presented search seminar at University of Bristol School of Psychology well attended by about 35 members of staff and students, which sparked lively discussion about research looking at learning and robots
Year(s) Of Engagement Activity 2015
 
Description Public & Academic Talk - Culture & Brain Seminar Series, Karolinska Institute, Stockholm, Sweden 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Presented a publically accessible talk on research findings as they relate to the arts and the brain as part of the Karolinska Institute's renowned Culture & Brain seminar series.
Year(s) Of Engagement Activity 2017
URL https://www.youtube.com/watch?v=s2uqoBi2zH0
 
Description Public Science Lecture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Public talk presented as an Open Seminar in Music Psychology at Uppsala University
Year(s) Of Engagement Activity 2016
URL http://www.psyk.uu.se/research/research-groups/the-music-psychology-group/calendar/event/?eventId=15...
 
Description Research talk presented at Social Psychology Seminar Series, University of Amsterdam, NL 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Presented a research seminar at the University of Amsterdam's department of social psychology
Year(s) Of Engagement Activity 2017
 
Description School of Psychology Cognitive Colloquium, University of East Anglia 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Presented a research talk as part of UEA's cognitive colloquium series that also doubled as an extra lecture option for undergraduate students.

The undergrad students were particularly interested in some of the research findings I shared and several came up afterwards to speak to me about them.
Year(s) Of Engagement Activity 2012
 
Description Soapbox Science 2013 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Roughly 100 people attended my soapbox lecture and demonstration, which sparked much discussion and debate about the brain and learning. Among the spectators were 40 pupils from a local girls school, young families, older people strolling on the South Bank, and many tourists from overseas.

The BBC asked to produce a video of my research and Soapbox experience, which can be found here
http://www.bbc.co.uk/news/science-environment-23231431

Also, two television media scouts approached me about possibly presenting science television programmes with their company, which is something I expressed interest in.
Year(s) Of Engagement Activity 2013
URL http://soapboxscience.org/
 
Description Social & Developmental Psychology Seminar, University of Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact presented seminar as part of Social & Developmental Seminar Series at Cambridge that was well attended by students, staff and members of public
Year(s) Of Engagement Activity 2015
URL http://talks.cam.ac.uk/talk/index/61050
 
Description Society for Neuroscience Annual Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented a research talk at a nano-symposium at the annual meeting of the Society for Neuroscience in New Orleans, USA

Many colleagues who attended the symposium talk were interested in discussing the work with me afterwards.
Year(s) Of Engagement Activity 2012
 
Description Speaker at Moving Mind Symposium, Pomona College, Claremont, California, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Broad range of academic and public attendees participated in my presentation and panel discussions on the intersection of dance and science

Extremely interesting to be sharing stage with professional artists and internationally-renowned neuroscientists to debate issues about art and science intersections - this was met with intense interest from a very engaged public
Year(s) Of Engagement Activity 2013
URL http://www.pomona.edu/museum/events/2013/oct-3-moving-mind-symposium.aspx
 
Description Symposium presentation at International Conference on Spatial Cognition, Rome 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented a talk as part of the Visual and Sensorimotor Components of Aesthetic Experience symposium, which was attended by a multidisciplinary group of scientists working in a number of related fields

spirited discussion and debate ensued about the use of brain science to understand the aesthetic experience
Year(s) Of Engagement Activity 2012
 
Description Symposium speaker the Performing Arts Symposium at the Progress in Motor Control IX meeting, Montreal, Canada 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented to a neuroscience audience along with a professional musician and circus performer on the brain foundations of dance - this sparked much discussion and interest in how basic science can be used to explore artistic expertise

met with several interested potential collaborators from north and south america who requested more information about my work. I also recruited a PhD student at this meeting!
Year(s) Of Engagement Activity 2013