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Teaching mathematics for success: A data-driven review and analysis of best practices

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Abstract

Recent PISA 2022 results show that a relatively large proportion of EU students underachieve in mathematics. While this outcome has been partially driven by Covid-19, one should not forget that the decline in student performance was already under way before the pandemic. Evidence indicates that poor mathematics skills can have a detrimental impact on people’s life, leading to financial problems, academic struggles and professional setbacks. This situation underscores the urgent need for Member States to invest in programmes aimed at improving students’ mathematics achievement. In an attempt to assist Member States in identifying effective programmes to enhance students’ mathematics competences, this report synthetises relevant literature and adds some original research work. A rapid umbrella review is carried out to summarise evidence on what policies work best and which do not. Furthermore, PISA 2022 data are used to investigate the impact of digital resources on mathematics test scores. The findings from these two exercises concur in questioning the role of digital technologies in raising students’ performance in mathematics. Existing review studies do not consistently find technology-aided instruction to be among the best policies. Similarly, our analysis of PISA data does not show a positive association between the use of digital resources in mathematics classes and mathematics test scores. However, the empirical estimates suggest that students perform better in mathematics in those schools offering their teachers professional development in the area of integrating digital resources into mathematics instruction.

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  • DI PIETRO Giorgio & KARPINSKI Zbigniew, 2024. "Teaching mathematics for success: A data-driven review and analysis of best practices," JRC Research Reports JRC140539, Joint Research Centre.
  • Handle: RePEc:ipt:iptwpa:jrc140539
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    File URL: https://publications.jrc.ec.europa.eu/repository/handle/JRC140539
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    1. Bianchi, Nicola & Lu, Yi & Song, Hong, 2022. "The effect of computer-assisted learning on students’ long-term development," Journal of Development Economics, Elsevier, vol. 158(C).
    2. Balázs Égert & Christine de la Maisonneuve & David Turner, 2024. "A new macroeconomic measure of human capital exploiting PISA and PIAAC: linking education policies to productivity," Education Economics, Taylor & Francis Journals, vol. 32(6), pages 745-761, November.
    3. Brunello, Giorgio & Kiss, David, 2022. "Math scores in high stakes grades," Economics of Education Review, Elsevier, vol. 87(C).
    4. repec:plo:pone00:0223049 is not listed on IDEAS
    5. Peter Bergman & Eric W. Chan, 2021. "Leveraging Parents through Low-Cost Technology: The Impact of High-Frequency Information on Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 56(1), pages 125-158.
    6. Bonesrønning, Hans & Finseraas, Henning & Hardoy, Ines & Iversen, Jon Marius Vaag & Nyhus, Ole Henning & Opheim, Vibeke & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde & Schøne, Pål, 2022. "Small-group instruction to improve student performance in mathematics in early grades: Results from a randomized field experiment," Journal of Public Economics, Elsevier, vol. 216(C).
    7. Anna Vignoles & Augustin De Coulon & Oscar Marcenaro-Gutierrez, 2011. "The value of basic skills in the British labour market," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 27-48, January.
    8. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    9. Trine Filges & Christoffer Scavenius Sonne‐Schmidt & Bjørn Christian Viinholt Nielsen, 2018. "Small class sizes for improving student achievement in primary and secondary schools: a systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 14(1), pages 1-107.
    10. de Ree, Joppe & Maggioni, Mario A. & Paulle, Bowen & Rossignoli, Domenico & Ruijs, Nienke & Walentek, Dawid, 2023. "Closing the income-achievement gap? Experimental evidence from high-dosage tutoring in Dutch primary education," Economics of Education Review, Elsevier, vol. 94(C).
    11. Daniel Rodriguez-Segura, 2022. "EdTech in Developing Countries: A Review of the Evidence [From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application]," The World Bank Research Observer, World Bank, vol. 37(2), pages 171-203.
    12. Vicki-Lynn Holmes & Yooyeun Hwang, 2016. "Exploring the effects of project-based learning in secondary mathematics education," The Journal of Educational Research, Taylor & Francis Journals, vol. 109(5), pages 449-463, September.
    13. Apascaritei, Paula & Demel, Simona & Radl, Jonas, 2021. "The Difference Between Saying and Doing: Comparing Subjective and Objective Measures of Effort Among Fifth Graders," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 65(11), pages 1457-1479.
    14. Correa, Hector & Gruver, Gene W., 1987. "Teacher-student interaction: A game theoretic extension of the economic theory of education," Mathematical Social Sciences, Elsevier, vol. 13(1), pages 19-47, February.
    15. Harry Anthony Patrinos, 2022. "Learning loss and learning recovery," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 49(2), pages 183-188, June.
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