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Skills Underlying Maths: The Role of Inhibitory Control in Learning Multiplication Tables

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

Abstract

Good mathematical skills are important for success in modern life, but many children leave school without learning the mathematics they need. Understanding the skills involved in learning mathematics can help provide the right support to improve mathematics learning for all children. In particular, many children struggle to learn number facts, such as multiplication tables. Good recall of number facts helps individuals to be able to focus on other aspects of mathematical problem solving, such as understanding the conceptual relationships involved, or selecting an appropriate solution strategy. It is therefore unsurprising that individuals with good overall mathematics achievement tend to have good number fact knowledge. The importance of good recall of multiplication tables has been recognised by the UK Government, who have recently introduced a new national multiplication tables test to be taken by all children aged 8- to 9-years old from 2020.

There are a variety of approaches that can be used successfully to learn multiplication tables. To help children, many teachers and parents have increasingly turned to paper-based or computerised games and activities. However, at present we don't understand enough about the process of learning multiplication facts to know how to design these activities to be most effective in supporting learning. In particular, we don't know how features of these activities, such as whether children have to produce an answer or select from a range of answers, or whether there is a time limit or no time limit in producing answers, affect the process of learning and remembering multiplication facts. We also don't know if these features may increase anxiety levels for some children.

In order to make recommendations about the design of effective resources we need to understand more about the role of cognitive skills, such as inhibitory control, in number fact learning. Inhibitory control is involved whenever we need to ignore distracting information or suppress unwanted responses. Inhibitory control is likely to be important for learning multiplication facts because when recalling a number fact (e.g. 6 x 7) we need to ignore the answers to closely related facts (e.g. 6 x 6 = 36, 6 x 8 = 48). However, at present the role of inhibitory control in number fact learning is poorly understood.

We will conduct a series of studies that: 1) closely track the process of learning new number facts over time to identify when and how inhibitory control is involved; 2) identify how features of learning activities may increase or decrease the demands for inhibitory control and therefore impact the rate of learning; and 3) identify whether stand-alone inhibitory control training transfers from one context to another and could therefore support number fact learning.

This project will lead to improved understanding of the role of cognitive skills in number fact learning. This will allow the development of educational resources that incorporate design features to maximise the rate of number fact learning. More generally, this project will help to reveal the skills involved in mathematics learning and improve our understanding of why this subject is difficult for many individuals.

Planned Impact

This project will identify the role of inhibitory control in learning multiplication tables and how features of learning resources affect this. This research has the potential for instrumental and conceptual impact on teachers, children, educational designers, policy makers and families, as well as building capacity in the educational community and beyond. Our impact plan was informed by focus groups with parents and children and interviews with teachers. Our Expert Panel includes representatives from two educational technology companies.

Teachers and children
The primary beneficiaries of this research are teachers and the children they teach. Working with intermediary and grass-roots organisations, we will increase teachers' understanding of the cognitive processes involved in learning multiplication tables, and mathematics more broadly. This will give them an insight into the challenges children face and an appreciation of the impact of their choice of classroom activities. In the medium- to long-term our findings will have the potential to change the way teachers teach multiplication tables and select resources for learners at different stages of proficiency, improving children's outcomes. Teachers will be able to make informed decisions about the value of different resources (including inhibitory control training) on mathematics learning and anxiety. The introduction of another national test for primary schools is likely to increase workload and stress for teachers, our findings will help mitigate this, and improve teachers' sense of efficacy and confidence, with evidence-based recommendations. More broadly, our research will contribute to national conversations about the value of cognitive psychology research for education and how psychologists and educators can work together for positive impact in the classroom. In the long-term children will benefit from this research by improved number fact learning. Not only will this raise achievement, leading to lasting benefits in employment opportunities, but it will also improve children's attitude to mathematics and reduce mathematics anxieties.

Educational resource developers
In the short- to medium-term, we will increase resource developers' understanding of the cognitive processes involved in learning multiplication tables so they have an appreciation that the way resources are designed impact more or less on these skills. In the long-term our findings will increase the effectiveness of resources to support multiplication tables learning by allowing resource developers to select optimal design features. This will provide a case study of how developers can improve resources by engaging with research and taking account of cognitive processes in learning. This will lead to more co-production of educational resources by researchers and developers.

Policy makers
Our research will support the implementation of evidence-based policy. In the short- to medium-term we will provide the Department for Education with evidence of how cognitive science can inform effective teaching practices, responding to their call for this (DfE, 2018). In the medium-term we will improve policy makers' understanding of what skills the national multiplication tables test is drawing upon, whether this matches the intention of the test and how to best assess fact learning.

Parents
In the long-term our research will help parents choose activities to support their child's multiplication tables learning. Providing parents with evidence-based recommendations will reduce parents' anxieties about helping their child with mathematics.

Research staff
Research staff will benefit by training in research methods, quantitative analysis, written and verbal communication to both science and general audiences, and working with children and schools. These are key skills that provide a firm foundation for a research career but are equally transferable to a wide range of employment sectors.
 
Description Our first objective was to understand the need for inhibitory control, the cognitive skill responsible for ignoring distracting information or suppressing unwanted responses, when learning and recalling multiplication tables and how this changes from the early stages of learning to full proficiency. In a large-scale innovative study, we tracked adults' performance as they learned 16 new facts from the 16 to 19 multiplication tables in a carefully controlled environment. We found that the need for inhibitory control, as measured by a newly developed Number Fact Competition Task, emerged early in the learning process, and did not decline as individuals reached full proficiency. These findings inform theoretical models of multiplication fact storage and retrieval and elucidate how and when individuals may struggle when learning multiplication tables. The findings have been submitted to Journal of Experimental Psychology: Learning, Memory and Cognition.

Our second objective was to determine how features of multiplication recall learning resources alter the need for inhibitory control, and the impact this has on learning and performance. We carried out a two-week intervention in which 222 seven- and eight-year-old children were asked to recall new multiplication facts appropriate to their learning level in one of four conditions of a gamified app: speeded recall, speeded choice, unspeeded recall and unspeeded choice. All children's performance on a paper-and-pencil multiplication task improved from pre-test to post-test, however there was no difference between the four training conditions. Moreover, while there was a need for inhibitory control at both pre-test and post-test, as measured by our new Number Fact Competition Task, this was not moderated by training condition. These findings are informative to education professionals as they suggest that any method of multiplication fact recall practice is beneficial and can therefore be tailored to individual preferences. A manuscript reporting this study is in preparation.

Our third objective was to establish whether inhibitory control transfers across different mathematical and non-mathematical contexts. We carried out two large experiments, each with over 350 adult participants. We found that inhibitory control did transfer between mathematical and non-mathematical contexts in some conditions, and that this transfer was automatic and transient rather than strategic and long-lasting. Our findings suggest that some of the same type of inhibitory control processes are involved across a range of different contexts, including when recalling multiplication facts from memory. These findings have been published in the journal Cognition.

A further objective added to the award was to understand if a digital multiplication recall task is a valid way of assessing children's multiplication tables knowledge. Ninety six 8- and 9-year-old children completed digital and paper-and-pencil multiplication recall tasks, an applied word problems multiplication task, an attention task and a digital 'type a number' task. We found that the digital multiplication recall task was a valid measure of multiplication recall, even after controlling for children's attention skills and their ability to type their answer. There was no evidence of a cluster of children who were disadvantaged by the computerised task. A manuscript reporting this study is in preparation.
Exploitation Route The findings from these experiments are likely to be taken forward and put to use by mathematical cognition researchers interested in the role of general cognitive skills in mathematics, as well as by cognitive control researchers who are interested in the nature of inhibitory control across different domains of cognition. The novel methodology used in our experiments, including the creation of an applied word problems multiplication task, gamified multiplication recall tasks, and a computerised Number Fact Competition Task that can be interleaved with cognitive tasks from other domains showcases innovative methods not only in studying multiplication fact learning, but also to study the role of inhibitory control across many different contexts. These tasks have already received interest from other researchers in the field.

The findings from these experiments are also relevant to policy makers, education professionals and educational games designers as they have implications for how children learn and practise multiplication tables and how children's knowledge is assessed.
Sectors Education

URL https://thesumproject.wordpress.com/sum2/
 
Description 'How To' Evaluate Public Engagement and Outreach Activities
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
 
Description Curriculum and Assessment review
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
URL https://www.gov.uk/government/calls-for-evidence/improving-the-curriculum-and-assessment-system
 
Description Mathematics Horizons Review
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
URL https://www.mathshorizons.uk
 
Description SASC Dyscalculia Working Group
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
URL https://www.sasc.org.uk
 
Description Submission to Independent Commission on Assessment in Primary Education (ICAPE) https://www.icape.org.uk
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
URL https://www.atm.org.uk/write/MediaUploads/ATM%20News/ICAPE_response_from_ATMMA_Primary_Group_09_22.p...
 
Description Welsh Government Research, Evidence and Advice group
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact The Welsh Government has been working with practitioners, regions and partnerships, Estyn and academic experts to understand the needs of schools regarding mathematics and numeracy and how we can use existing resources more effectively. The research, evidence and advice group has been an important source of informal advice and challenge during this work.
URL https://www.gov.wales/mathematics-and-numeracy-plan-update-2024-html
 
Description impact and knowledge exchange training for postdoctoral researchers
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
 
Description Centre for Early Mathematics Learning
Amount £7,975,343 (GBP)
Funding ID ES/W002914/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 05/2022 
End 12/2027
 
Description SPAtial Cognition to Enhance mathematical learning (SPACE)
Amount £249,000 (GBP)
Organisation Education Endowment Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start 02/2023 
End 01/2024
 
Title Skills Underlying Maths: Transfer of Congruency Effects Between Stroop and Multiplication Tasks 
Description This dataset contains the data and analysis scripts from two pre-registered experiments that investigated the transfer of inhibitory control between interleaved trials of a Stroop paradigm and multiplication fact retrieval task. In Experiment 1 (n = 450) we measured the congruency sequence effect, the transfer of inhibitory control from trial to trial, and in Experiment 2 (n = 370) we measured transfer of the list-wide proportion congruency effect, the manipulation of inhibitory control demands across a block of trials. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Not aware of any impact 
URL https://www.sciencedirect.com/science/article/pii/S0010027724003408
 
Title Supplementary information files for The role of cognitive and applied executive function skills in learning rational number knowledge: Data 
Description © the authors, CC-BY NC 4.0Data associated with the manuscript "The role of cognitive and applied executive function skills in learning rational number knowledge"The dataset contains measures of executive functions (visuospatial working memory, inhibition, shifting, following instructions, classroom behaviour) taken at a single timepoint as well as measures of rational number knowledge and rational number estimation taken at three timepoints from 88 children aged 8-9-years. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Not aware of any impact. 
URL https://repository.lboro.ac.uk/articles/dataset/Supplementary_information_files_for_The_role_of_cogn...
 
Description Education Endowment Foundation 
Organisation Education Endowment Foundation
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Providing expert review of research summaries and professional development advice for teachers (Early Years Evidence Store); member of advisory groups for individual EEF projects.
Collaborator Contribution Networking and dissemination opportunities for reaching large audiences of teachers and early years practitioners
Impact Revisions made to the EEF evidence store. New research collaborations begun with early years partners.
Start Year 2022
 
Description Association for Science Educators conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact 40 education professionals with a focus on secondary science attended an interactive talk on the topic of 'What are executive functions and how do they help children learn maths and science'. The session sparked questions and discussion and a number of participants contacted me for further information and/or to say how useful they had found the session and that they had passed the session materials on to other colleagues.
Year(s) Of Engagement Activity 2025
URL https://2025aseannualconf.sched.com/
 
Description CPD day for Cornwall council Cognition and Learning service and Cornwall Dyslexia association 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Full day CPD workshop for teachers, SENCOs, learning support assistants, tutors about the barriers to learning mathematics, with a focus on executive functions.
Year(s) Of Engagement Activity 2021
 
Description Consultation about dyscalculia diagnostic criteria and support 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Kinga Morsanyi and Camilla Gilmore are members of an expert panel brought together by The SpLD Assessment Standards Committee (SASC) regarding new criteria for the diagnosis of dyscalculia and guidance for assessors.
Year(s) Of Engagement Activity 2023
URL https://sasc.org.uk
 
Description Contributions to mathematics education policy discussions 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Centre members have contributed to discussions around mathematics education policy. Camilla Gilmore and Colin Foster were consulted for the Royal Society Mathematical Futures programme final report. Iro Xenidou-Dervou gave an invited presentation to the Westminster Education Forum Policy conference: Next steps for maths education in England.
Year(s) Of Engagement Activity 2023
URL https://royalsociety.org/news-resources/projects/mathematical-futures/
 
Description Contributions to public discussions on mathematics education policy 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Gilmore wrote an opinion piece for The Conversation about Labour Party conference announcement regarding early years mathematics. Foster wrote an opinion piece for The Conversation about the importance of considering cognitive science research in the design of mathematics education resources.
Year(s) Of Engagement Activity 2023
URL https://theconversation.com/understanding-how-the-brain-works-can-transform-how-school-students-lear...
 
Description Discoveroos after school club 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 72 eight- to eleven-year-olds across took part in a 5 week after-school club at one of three local primary schools. As part of the club the children took part in and learned about our research into mathematics development as well as other activities linked to the brain and mathematics more generally. Parents and schools reported that the children had learnt a lot and several other local schools have since contacted us to ask if we could run the club at their schools. We were assisted running the club by four undergraduate students, of whom 3 have since gone on to roles in education, 2 inspired by their time at the club.
Year(s) Of Engagement Activity 2024
 
Description Education Endowment Foundation Early Years Evidence Store 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Centre members Camilla Gilmore and Tim Jay provided expert review and input to the early mathematics strand of the Education Endowment Foundation's Early Year Evidence Store.
Year(s) Of Engagement Activity 2023
URL https://educationendowmentfoundation.org.uk/early-years-evidence-store/early-mathematics
 
Description Executive Function and mathematics CPD 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Developed CPD activities which was delivered to a joint workshop of the National Association of Mathematics Advisers and the Association of Mathematics Education Teachers.  Following requests from participants an associated video was later released via the Loughborough University Mathematics Education Network online CPD webpages. These activities led to reported changes in understanding of the role of executive functions in mathematics learning.
Year(s) Of Engagement Activity 2022
URL https://www.lboro.ac.uk/services/lumen/professional-development/executive-function-part-1/
 
Description Interview for TES 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Interview for TES about the multiplication tables check and the impact on children's mathematics achievement.
Year(s) Of Engagement Activity 2024
URL https://www.tes.com/magazine/analysis/primary/does-the-multiplication-tables-check-make-pupils-bette...
 
Description Mr Barton Maths Podcast 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Camilla Gilmore was interviewed for the Mr Barton Maths Podcast about the role of executive functions in mathematics and the implications for teaching and learning.
Year(s) Of Engagement Activity 2021
URL http://www.mrbartonmaths.com/blog/research-in-action-17-executive-function-with-camilla-gilmore/
 
Description Psychology in the classroom podcast 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Lucy Cragg was interviewed by the Changing States of Mind podcast aimed at primary and secondary school teachers. We discussed the aims of the Skills Underlying Maths 2 project as well as executive function and maths more broadly.
Year(s) Of Engagement Activity 2021
URL https://changingstatesofmind.libsyn.com/thought-control-and-working-memory
 
Description Research in Action Podcast series 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Paul Howard-Jones, Camilla Gilmore, Kinga Morsanyi and Victoria Simms were interviewed by Craig Barton for the Mr Barton Maths Research in Action Podcast series. On average, episodes of the Mr Barton Maths Podcast get around 15,000 listens.
Year(s) Of Engagement Activity 2023
URL https://www.mrbartonmaths.com/blog/podcast-collections/
 
Description Research literacy professional development activities for teachers 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Professional development activities focused on improving teachers' research literacy and bridging the gap between research and practice have included presentations at ResearchED Bournemouth and material for the Inner Drive Teacher CPD Academy. These activities led to requests for further activities.
Year(s) Of Engagement Activity 2023
URL https://blog.innerdrive.co.uk/correlation-vs-causation
 
Description Researcher in Residence Maths Hubs scheme 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact In collaboration with the Jurrassic Maths Hub, running a series of workshops for teachers about executives functions and mathematics as part of the NCETM Cognition and Learning programme.
Year(s) Of Engagement Activity 2022
URL https://www.jurassicmaths.com/2021/11/executive-function-cognitive-science-research-and-innovation-w...
 
Description Summer Scientist Online 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Summer Scientist Online is an interactive website where 4-17-year-olds can take part in a range of games, including some from our project, to learn about the mind and brain. This is an annual event and many families signed up for information about future years, started following us on Facebook and/or got in touch to ask about booking onto the following year's event.
Year(s) Of Engagement Activity 2020,2021
URL https://www.nottingham.ac.uk/psychology/outreach/summer-scientist-week/summer-scientist-week.aspx
 
Description Summer Scientist Week 2023 and 2024 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Each year, three hundred and fifty 4-11-year-olds and their families attend a half-day session at the University of Nottingham to take part in, and learn about our research, including research activities related to multiplication tables and mathematical cognition, as well as a range of activities designed to teach about the mind and brain in a fun and engaging way. Many families went on to engage in future research and public engagement activities.
Year(s) Of Engagement Activity 2023,2024
URL https://www.nottingham.ac.uk/psychology/outreach/summer-scientist-week/summer-scientist-week.aspx
 
Description Summer schools presentation to Psychology A level students 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Joanne Eaves gave a 30 minute presentation on mathematical cognition to A level psychology students on the University of Nottingham's Nottingham Potential and Summer Trust summer schools aimed at widening participation.
Year(s) Of Engagement Activity 2021
 
Description TES article on early mathematics 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Interview for Tes, a national magazine for teachers and education professionals (circulation 58,000) about early mathematics, informed by research on executive functions.
Year(s) Of Engagement Activity 2021
URL https://www.tes.com/magazine/teaching-learning/primary/right-way-teach-early-maths
 
Description TES article: Executive function: what early years teachers need to know 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact In response to Ofsted's early years research review, Lucy Cragg, Camilla Gilmore and Gaia Scerif published an article in TES highlighting what early years teachers need to know about executive function.
Year(s) Of Engagement Activity 2023
URL https://www.tes.com/magazine/teaching-learning/early-years/executive-functions-what-early-years-teac...
 
Description Teacher professional development workshop, Cinestav, Mexico City, Mexico, 2024 
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 CPD for teachers about executive functions and mathematics, mathematics anxiety, and use of fingers for early mathematics.
Year(s) Of Engagement Activity 2024
 
Description invited talk at the Department of Experimental Psychology, University of Oxford 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact This talk was mainly attended by academics but the audience also included some professional practitioners, such as educational psychologists and education consultants. One of the education consultants contacted me afterwards to request a copy of my slides and further information about our research.
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=MLURIskDIX0