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Non-invasive brain stimulation in mathematics learning

Non-invasive brain stimulation in mathematics learning

Roland Grabner (ORCID: 0000-0003-0385-8910)
  • Grant DOI 10.55776/P30050
  • Funding program Principal Investigator Projects
  • Status ended
  • Start August 1, 2017
  • End October 31, 2021
  • Funding amount € 270,811

Matching Funds - Steiermark

Disciplines

Medical-Theoretical Sciences, Pharmacy (30%); Psychology (70%)

Keywords

    Mathemathics Learning, Educational Neuroscience, Non-Invasive Brain Stimulation, Developmental Dyscalculia, Arithmetic Skill, Neuroimaging

Abstract Final report

Mathematical competencies are considered as one of the key cognitive abilities that are acquired through schooling. They constitute not only a central component of human intelligence that is highly relevant for educational and occupational attainment; recent evidence suggests that they also play an at least similarly vital role in everyday life as literacy. Within educational neuroscience, much knowledge has already been acquired on how numbers are represented and processed in the brain. Considerably less is known about the brain mechanisms underlying the acquisition of mathematical knowledge and skills taught in school. This holds particularly true for arithmetic knowledge and skills, which represent an essential building block in the development of higher-order mathematical competencies and which are impaired in individuals with mathematical learning disabilities. Against this background, there is currently rapidly growing interest in non-invasive brain stimulation by means of transcranial electrical stimulation (tES). This method allows to influence the activity of selected brain regions, which can be used to determine the causal brain mechanisms underlying learning and, practically more important, to potentially support learning in individuals with learning disabilities. However, the small current body of evidence on tES effects does not provide a clear picture of the actual benefits of this method. The present project aims at systematically evaluating the potential of tES in supporting the acquisition of school-relevant arithmetic competencies and at investigating the neural mechanisms that are causally involved in these processes. Using neuroscience methods (including tES, magnetic resonance imaging, MRI, and electroencephalography, EEG), the following research questions shall be answered: (a) Which type of non-invasive brain stimulation is effective in supporting arithmetic learning? (b) What is the practical relevance of these effects? (c) Which brain mechanisms underlie successful arithmetic learning? (d) Do the stimulation effects on learning depend on individual differences (e.g., in mathematical skills)? The project consists of three studies. In Study 1, we compare the effects of different tES protocols on arithmetic learning and on accompanying brain activity. In Study 2, we scrutinize the observed effects by administering different stimulation intensities and investigating the role of individual differences. In Study 3, we simulate the acquisition of arithmetic competencies to investigate the benefits of tES to support long-term arithmetic learning and to comprehensively assess the underlying neuronal mechanisms. The obtained findings will constitute the first systematic evaluation of the potential of non-invasive tES in supporting school-relevant mathematical learning and will contribute to a better understanding of the brain mechanisms of successful mathematics learning.

Mathematical competencies are considered as one of the key cognitive abilities that are acquired through schooling. They constitute not only a central component of human intelligence; recent evidence suggests that they also play an at least similarly vital role in everyday life as literacy. However, a considerably large number of people have major difficulties in acquiring mathematical competencies. In addition to individuals suffering from a mathematical learning disorder (developmental dyscalculia, about 3-6 % of the population), more than a fifth of the adult populations in OECD countries show very poor mathematical skills. Against this background, there is strong interest into new ways to foster mathematics learning. In the research field of educational neuroscience, non-invasive brain stimulation by means of transcranial electrical stimulation (tES) has been regarded as a promising future means to support learning. This method allows to influence the activity of selected brain regions, which can be used to determine the causal brain mechanisms underlying learning and, practically more important, to potentially foster learning. However, the small body of evidence on tES effects does not yet provide a clear picture of the actual benefits of this method. The aim of the present project was to evaluate the potential of tES to support school-relevant arithmetic learning. First, we reviewed the current evidence on the effectiveness of non-invasive brain stimulation in the treatment of neurocognitive disorders including attention-deficit/hyperactivity disorder, developmental dyslexia, and developmental dyscalculia. We revealed a strong imbalance of research on the three disorders with dyscalculia being addressed only in one study so far. In addition, we identified several substantial problems of the research field such as the low comparability of the studies and weaknesses in experimental designs, and put forward concrete recommendations for future research. Second, we conducted the first systematic evaluation of six promising stimulation protocols to foster arithmetic learning in a single session. This study with 140 healthy adults revealed that one novel type of tES, transcranial alternating current stimulation (tACS), is most effective to foster the acquisition of arithmetic fact knowledge. Third, in a follow-up study we further investigated the effects of this type of tES in a multi-day arithmetic training that more closely resembles learning in school. Finally, in another study we demonstrated for the first time the potential of tES to support memory consolidation processes (and, thus, learning success) when applied during wakeful rest immediately after learning. These and other findings in the project have substantially advanced the research field on non-invasive brain stimulation and suggest that some types of tES are indeed promising to support school-related learning.

Research institution(s)
  • Universität Graz - 100%
International project participants
  • Bert De Smedt, Katholieke Universiteit Leuven - Belgium
  • Stefan Halverscheid, Georg-August-Universität Göttingen - Germany
  • Michael Nitsche, Leibniz Research Centre for Working Environment and Human Factors - Germany
  • Bruno Rütsche, Eidgenössische Technische Hochschule Zürich - Switzerland
  • Tobias U. Hauser, University College London

Research Output

  • 180 Citations
  • 12 Publications
  • 4 Scientific Awards
  • 1 Fundings
Publications
  • 2021
    Title Arithmetic learning and processing: The potentials of non-invasive brain stimulation and behavioral and electrophysiological insights
    Type PhD Thesis
    Author Jochen A. Mosbacher
    Link Publication
  • 2021
    Title Revisiting the Role of Worries in Explaining the Link Between Test Anxiety and Test Performance
    DOI 10.1007/s10648-021-09601-0
    Type Journal Article
    Author Schillinger F
    Journal Educational Psychology Review
    Pages 1887-1906
    Link Publication
  • 2023
    Title Modulation of resting-state networks following repetitive transcranial alternating current stimulation of the dorsolateral prefrontal cortex
    DOI 10.1007/s00429-023-02667-2
    Type Journal Article
    Author Khan A
    Journal Brain Structure and Function
    Pages 1643-1655
    Link Publication
  • 2020
    Title More Problems After Difficult Problems? Behavioral and Electrophysiological Evidence for Sequential Difficulty Effects in Mental Arithmetic
    DOI 10.5964/jnc.v6i1.223
    Type Journal Article
    Author Mosbacher J
    Journal Journal of Numerical Cognition
    Pages 108-128
    Link Publication
  • 2023
    Title Modulation of resting-state networks following repetitive transcranial alternating current stimulation of the dorsolateral prefrontal cortex
    DOI 10.21203/rs.3.rs-2705540/v1
    Type Preprint
    Author Khan A
    Link Publication
  • 2020
    Title Guidelines for TMS/tES clinical services and research through the COVID-19 pandemic
    DOI 10.3929/ethz-b-000417479
    Type Other
    Author Bikson
    Link Publication
  • 2020
    Title Effects of Anodal tDCS on Arithmetic Performance and Electrophysiological Activity
    DOI 10.3389/fnhum.2020.00017
    Type Journal Article
    Author Mosbacher J
    Journal Frontiers in Human Neuroscience
    Pages 17
    Link Publication
  • 2020
    Title Guidelines for TMS/tES clinical services and research through the COVID-19 pandemic
    DOI 10.1016/j.brs.2020.05.010
    Type Journal Article
    Author Bikson M
    Journal Brain Stimulation
    Pages 1124-1149
    Link Publication
  • 2020
    Title Guidelines for TMS/tES Clinical Services and Research through the COVID-19 Pandemic
    DOI 10.31234/osf.io/82bmu
    Type Preprint
    Author Bikson M
    Link Publication
  • 2021
    Title Theta Band Transcranial Alternating Current Stimulation Enhances Arithmetic Learning: A Systematic Comparison of Different Direct and Alternating Current Stimulations
    DOI 10.1016/j.neuroscience.2021.10.006
    Type Journal Article
    Author Mosbacher J
    Journal Neuroscience
    Pages 89-105
    Link Publication
  • 2021
    Title Chapter 1 Effects of transcranial stimulation in developmental neurocognitive disorders: A critical appraisal
    DOI 10.1016/bs.pbr.2021.01.012
    Type Book Chapter
    Author Santos F
    Publisher Elsevier
    Pages 1-40
  • 2021
    Title Oscillatory electroencephalographic patterns of arithmetic problem solving in fourth graders
    DOI 10.1038/s41598-021-02789-9
    Type Journal Article
    Author Brunner C
    Journal Scientific Reports
    Pages 23278
    Link Publication
Scientific Awards
  • 2021
    Title Invited keynote speaker to the 32nd International Congress of Psychology
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2020
    Title Invitation to serve as section editor for the Handbook of Cognitive Mathematics
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2019
    Title Invited symposium at the paEpsy 2019
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title Invited keynote speaker at the 13th Meeting of the Austrian Society for Psychology (ÖGP)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
Fundings
  • 2017
    Title Non-invasive brain stimulation in mathematics learning
    Type Other
    Start of Funding 2017
    Funder Austrian Science Fund (FWF)

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