Rambe, Najwa Olifia Annnisa
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Revealing Mathematics Learning Difficulties Among Students with Numerical Dyscalculia: An Analysis of Conceptual Understanding in Mathematics Rambe, Najwa Olifia Annnisa; Kamid, Kamid; Rohati, Rohati
Journal of General Education and Humanities Vol. 4 No. 3 (2025): August
Publisher : MASI Mandiri Edukasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58421/gehu.v4i3.478

Abstract

This study employs qualitative descriptive case studies to examine mathematics learning difficulties in class VII students with dyscalculia, focusing on the use of mathematical concepts. Dyscalculia can be interpreted as a learning difficulty in calculating, although calculating skills are an essential foundation for solving mathematical problems and a primary means of mastering other fields of study. This study aims to analyse how students with dyscalculia experience difficulties in using mathematical concepts. This attitude focuses on three indicators of learning difficulties: (1) difficulty understanding concepts, (2) difficulties in calculations, and (3) difficulty in solving problems. This study was conducted at SMP Negeri 6 Jambi City, Jambi, Indonesia, in April 2025. Technical data collection, including written tests and interviews. This discovery indicates that students struggle to understand and apply mathematical concepts in algebraic operations. The observed errors include difficulties in conducting calculation operations, errors in writing positive and negative signs, and final answers that do not address the problem. In addition, according to the interview results, students acknowledge difficulties in completing additional operations, such as subtraction and multiplication, and have limited knowledge of algebraic concepts, including variables, coefficients, and constants. The findings offer a concrete illustration of these difficulties, particularly in algebraic operations.
A Bibliometric Study of Global Research Trends on Dyscalculia Rambe, Najwa Olifia Annnisa; Rohati, Rohati; Nusantara, Duano Sapta
Journal of General Education and Humanities Vol. 5 No. 2 (2026): April
Publisher : MASI Mandiri Edukasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58421/gehu.v5i2.966

Abstract

Dyscalculia is a mathematics learning disability that is receiving increasing attention in international research. However, systematic mapping of the development and direction of global research in this field remains limited. Therefore, this study aims to analyze global research trends on dyscalculia from 2020 to 2025 by examining publication dynamics, thematic structure, and collaboration patterns among researchers and countries. This study employed a bibliometric approach with data obtained from the Scopus database. The analysis was conducted using VOSviewer software to visualize the network of keyword co-occurrences, authorship, and geographic distribution of publications. The analysis results show a significant increase in publications, particularly after 2021, reflecting growing scientific attention to dyscalculia in the context of mathematics learning difficulties and neurodevelopmental research. The thematic analysis identified five main clusters: cognitive, pedagogical, psychological, demographic, and theoretical, which are interconnected and demonstrate that dyscalculia is understood as a multifactorial disorder involving both cognitive and instructional aspects. Furthermore, research contributions are still dominated by developed countries such as the United States and the United Kingdom, although contributions from Indonesia and other developing countries are increasing. These findings underscore the importance of interdisciplinary collaborations integrating neuroscience, pedagogy, and technology as a foundation for developing inclusive, evidence-based learning interventions for students with dyscalculia.