Global Perspectives on Literacy-Numeracy Disparities: A Systematic Review of Predictive Factors and Interventions to Foster Equitable Quality Education
DOI:
10.29303/jppipa.v12i5.13676Published:
2026-05-25Downloads
Abstract
This study aims to synthesize global empirical findings on literacy numeracy (LN) through a Systematic Literature Review (SLR) approach. The review focuses on three key aspects: predictive factors of numeracy development, social disparities (including gender and socioeconomic status), and the effectiveness of pedagogical interventions. Data were collected from 15 empirical studies published between 2024 and 2025 and analyzed using thematic synthesis. The findings reveal that numeracy development is influenced by strong cognitive foundations, particularly early numeracy and quantitative language, which act as significant predictors of later mathematical achievement. Neurocognitive evidence also highlights the role of specific brain regions, while family support contributes indirectly through learning environments. Furthermore, significant social disparities persist, where gender and socioeconomic status interact in complex ways to shape numeracy outcomes, with women and low-SES groups consistently showing lower performance. In terms of interventions, domain-specific and differentiated pedagogical approaches, including teacher professional development and contextualized learning, demonstrate effectiveness in improving numeracy skills. However, challenges remain in implementation, particularly in curriculum alignment, assessment bias, and contextual barriers. This study contributes to a comprehensive understanding of literacy numeracy as a multidimensional and context-dependent competence, emphasizing the need for integrated, equitable, and evidence-based educational strategies.
Keywords:
Gender gap Literacy numeracy Pedagogical intervention Socioeconomic status Systematic literature reviewReferences
Azubuike, O. B., Browne, W. J., & Leckie, G. (2024). Development State and wealth inequalities in foundational literacy and numeracy skills of secondary school-aged children in Nigeria : A multilevel analysis. International Journal of Educational Development, 110(September), 103112. https://doi.org/10.1016/j.ijedudev.2024.103112 DOI: https://doi.org/10.1016/j.ijedudev.2024.103112
Besser, N., Linberg, A., Dornheim, D., Weinert, S., Roßbach, H. G., & Lehrl, S. (2025). Fostering toddlers’ numeracy and mathematical language skills through a professional development intervention on interaction quality in toddler classrooms. Early Childhood Research Quarterly, 72, 44–55. https://doi.org/10.1016/j.ecresq.2025.02.004 DOI: https://doi.org/10.1016/j.ecresq.2025.02.004
de Bruin, W. B., & Slovic, P. (2021). Low numeracy is associated with poor financial well-being around the world. PLoS ONE, 16(11 November). https://doi.org/10.1371/journal.pone.0260378 DOI: https://doi.org/10.1371/journal.pone.0260378
Dierkx, V., van de Rijt, B., Hessen, D., van Luit, H., & van Viersen, S. (2025). Early numeracy development as a foundation of mathematics achievement in primary education. Learning and Individual Differences, 121. https://doi.org/10.1016/j.lindif.2025.102706 DOI: https://doi.org/10.1016/j.lindif.2025.102706
Duricy, E., Durisko, C., & Fiez, J. A. (2025). The role of the intraparietal sulcus in numeracy: A review of parietal lesion cases. Behavioural Brain Research, 482. https://doi.org/10.1016/j.bbr.2025.115453 DOI: https://doi.org/10.1016/j.bbr.2025.115453
Gelbgiser, D., & Gabay-egozi, L. (2025). The gendered value of education in the ‘ college-for-all ’ era and the role of literacy and numeracy skills. Research in Social Stratification and Mobility, 99, 101074. https://doi.org/10.1016/j.rssm.2025.101074 DOI: https://doi.org/10.1016/j.rssm.2025.101074
Iwatsubo, K., Araki, C., & Yamori, N. (2025). Gender Gap in Financial Literacy – Numeracy, Financial Concepts and Retirement Financial Planning. Finance Research Open, 100054. https://doi.org/10.1016/j.finr.2025.100054 DOI: https://doi.org/10.1016/j.finr.2025.100054
Johanning, S., Bruggemans, P., Edelenbosch, O., & Bruckner, T. (2024). Integrative Review-Based Conceptual Modeling: An Agent-Based Modeling Synthesis of Dynamic Energy Tariff Research and Models. Energies, 17(22), 5715. https://doi.org/10.3390/en17225715 DOI: https://doi.org/10.3390/en17225715
John, N. (2023). Financial literacy and the role of accountants. Journal of Behavioral and Experimental Economics, 74, 18–25. Retrieved from https://www.proquest.com/docview/3090980006/fulltext/511AF7258C1B4A3EPQ/1?accountid=44394&sourcetype=Trade Journals
Lawrence, E. R., Irani, S., Nartey, B., Collins, B., Segbedzi-rich, E., Pangori, A., Beyuo, T. K., Moyer, C. A., Lori, J. R., & Oppong, S. A. (2025). Perceived, objective, and applied numeracy among pregnant women engaged in home blood pressure monitoring in Ghana. AJOG Global Reports, 5(2), 100468. https://doi.org/10.1016/j.xagr.2025.100468 DOI: https://doi.org/10.1016/j.xagr.2025.100468
Miles, M. B., Huberman, A. M., & Saldaña, J. (2014). Qualitative data analysis: A methods sourcebook (3rd ed.). SAGE Publications.
Munahefi, D. N., Maharani, S., Khoirunnisa’, D. D., Azzahra, N. N., Maulana, M., & Budianto, A. V. (2024). Analysis of Numeracy Literacy for each Student’s Learning Style through Differentiated Learning assisted by ORIENT based on Thinglink. Kreano, Jurnal Matematika Kreatif-Inovatif, 15(1), 327–341. https://doi.org/10.15294/s8g44e88 DOI: https://doi.org/10.15294/s8g44e88
OECD. (2019). PISA 2018 Results (Volume I): What Students Know and Can Do. OECD Publishing. DOI: https://doi.org/10.1787/5f07c754-en
OECD. (2023). PISA 2022 Results: Learning During Disruption. OECD Publishing.
Paterson, M., Parasnis, J., & Rendall, M. (2024). Gender, socioeconomic status, and numeracy test scores. Journal of Economic Behavior & Organization, 227, 106751. https://doi.org/10.1016/j.jebo.2024.106751 DOI: https://doi.org/10.1016/j.jebo.2024.106751
Peters, E. (2012). Beyond comprehension: The role of numeracy in judgments and decisions. Current Directions in Psychological Science, 21(1), 31–35. https://doi.org/10.1177/0963721411429960 DOI: https://doi.org/10.1177/0963721411429960
Purpura, D. J., Napoli, A. R., Wehrspann, E. A., & Gold, Z. S. (2017). Causal Connections Between Mathematical Language and Mathematical Knowledge: A Dialogic Reading Intervention. Journal of Research on Educational Effectiveness, 10(1), 116–137. https://doi.org/10.1080/19345747.2016.1204639 DOI: https://doi.org/10.1080/19345747.2016.1204639
Ramadhani, R., Soeharto, S., & Arifiyanti, F. (2025). Social Sciences & Humanities Open Assessing quality and biases in ethnomathematics-based numeracy worksheets : A Many-Facet Rasch Model analysis. Social Sciences & Humanities Open, 12(June), 101736. https://doi.org/10.1016/j.ssaho.2025.101736 DOI: https://doi.org/10.1016/j.ssaho.2025.101736
Reyna, V. F., Nelson, W. L., Han, P. K., & Dieckmann, N. F. (2009). How Numeracy Influences Risk Comprehension and Medical Decision Making. Psychological Bulletin, 135(6), 943–973. https://doi.org/10.1037/a0017327 DOI: https://doi.org/10.1037/a0017327
Saputra, E., Mandasari, L., Novidayanti, M., Judijanto, L., & Lumbantoruan, J. H. (2024). Literacy and Numeracy Difficulty Factors in the Independent Learning Curriculum. Jurnal Pendidikan Dan Pengajaran, 57(1), 92–103. https://doi.org/10.23887/jpp.v57i1.67433 DOI: https://doi.org/10.23887/jpp.v57i1.67433
Srinivas, K., Bhattacharyya, H., Banoo, H., Touthang, N., & Bika, S. L. (2025). Parental support for foundational literacy and numeracy skills among schoolchildren: A case study from India. Social Sciences and Humanities Open, 12(September). https://doi.org/10.1016/j.ssaho.2025.101998 DOI: https://doi.org/10.1016/j.ssaho.2025.101998
Susperreguy, M. I., Douglas, H., Xu, C., Molina-Rojas, N., & LeFevre, J. A. (2020). Expanding the Home Numeracy Model to Chilean children: Relations among parental expectations, attitudes, activities, and children’s mathematical outcomes. Early Childhood Research Quarterly, 50, 16–28. https://doi.org/10.1016/j.ecresq.2018.06.010 DOI: https://doi.org/10.1016/j.ecresq.2018.06.010
Yang, R., Zhen, F., & Wang, J. (2025). Construction of a Space–Scene–Scenario (3S) research framework in human geography in the AI era and its interdisciplinary applications. Humanities and Social Sciences Communications, 12(1), 1554. https://doi.org/10.1057/s41599-025-05870-0 DOI: https://doi.org/10.1057/s41599-025-05870-0
Zhang, A. J. J., Maurer, U., McBride, C., & Inoue, T. (2025). Direct and indirect associations between parents’ and children’s literacy and numeracy skills: A longitudinal study in Hong Kong Chinese families. Cognitive Development, 75. https://doi.org/10.1016/j.cogdev.2025.101605 DOI: https://doi.org/10.1016/j.cogdev.2025.101605
License
Copyright (c) 2026 Nunuk Haryanti, Afadil, Supriyatman, Citra Dewi, Ni Putu Murniasih, Sarintan Nurcahyati Kaharu

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).






