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ORIGINAL RESEARCH article

Front. Psychol.
Sec. Educational Psychology
Volume 15 - 2024 | doi: 10.3389/fpsyg.2024.1329570

Identifying Precondition Configurations of Mathematics Anxiety among Middle School Students in China: Using NCA and QCA Approaches

Provisionally accepted
  • 1 School of Public Administration, Sichuan University, Chengdu, Sichuan Province, China
  • 2 Liupanshui Second Experimental Middle School, Liupanshui, Guizhou, China

The final, formatted version of the article will be published soon.

    Addressing mathematics anxiety is important to ensure that students achieve good academic performance and maintain their mental health during the critical middle school period. However, previous studies have focused on the separate effects of the preconditions for mathematics anxiety, ignoring the interaction of factors. Therefore, this study aims to identify the determinants of mathematics anxiety from the perspective of complex systems via necessary condition analysis (NCA) and qualitative comparative analysis (QCA). To the best of our knowledge, this is the first study to identify configurations of preconditions of mathematics anxiety among middle school students. A total of 183 middle school students aged 16 to 19 years (Mage = 17.47, SD = 0.89) in China participated in this cross-sectional study. The outcome variable of the study is mathematics anxiety, and the condition variables include math grade, parental support, learning motivation, learning planning, and learning interest. The necessity condition analysis shows that not all the condition variables constitute the necessity condition of mathematics anxiety alone. Four paths for the influence of multiple condition variables on mathematics anxiety are identified via the configuration analysis. Notably, even students with high mathematics scores and learning interest still experience mathematics anxiety due to a lack of practical parental support and learning motivation. High levels of parental support can exacerbate the mathematics anxiety of students under two conditions: 1) a lack of learning motivation and learning plans, and 2) interest in learning but low mathematics scores and unclear learning plans. This study highlights the need to consider the comprehensive impact of mathematics anxiety, and the findings will help educators and researchers identify the different characteristics of mathematics anxiety in student populations.

    Keywords: Mathematics anxiety, precondition, Necessary condition analysis, Qualitative Comparative Analysis, middle school

    Received: 29 Oct 2023; Accepted: 04 Sep 2024.

    Copyright: © 2024 Zhang and Zhou. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Jinhua Zhou, Liupanshui Second Experimental Middle School, Liupanshui, 553001, Guizhou, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.