TY - JOUR
T1 - The developmental trajectories of mathematics anxiety
T2 - Cognitive, personality, and environmental correlates
AU - Wang, Zhe
AU - Oh, Wonjung
AU - Malanchini, Margherita
AU - Borriello, Giulia A.
N1 - Funding Information:
We thank the study participants and research staff who made the Longitudinal Study of American Youth (LSAY) possible. LSAY was conducted under the support of the National Science Foundation since 1986 (NSF awards MDR 8550085 , REC96-27669 , RED-9909569 , REC-0337487 , DUE-0525357 , DUE-0712842 , DUE-0856695 , DRL-0917535 , DUE-1118625 , DUE-1118626 , HRD-1348619 ). The content is solely the responsibility of the authors, and does not represent the official view of the funders or the LSAY research team.
Publisher Copyright:
© 2020 Elsevier Inc.
PY - 2020/4
Y1 - 2020/4
N2 - Students who are highly anxious about mathematics-related activities generally exhibit lower mathematics achievement and motivation compared to their less anxious counterparts. Despite negative implications of mathematics anxiety (MA) on mathematics learning, there is a paucity of research examining how MA develops over time. Using the Longitudinal Study of American Youth dataset (N = 3116), the present study investigated two main questions regarding the development of MA in secondary school: (1) Is the development of MA characterized by a heterogeneous subset of growth trajectories? (2) How are time-varying personal and environmental factors (e.g., mathematics achievement; perceptions of math teachers) related to specific MA growth trajectories? Student MA was repeatedly assessed in six annual waves spanning across middle and high school. Using growth mixture modeling, we identified four growth trajectories of MA: (1) The non-anxious group that exhibited chronically low MA; (2) The highly anxious group which displayed moderately high MA over time; (3) The resilient group that exhibited high initial MA that steadily decreased over time; and (4) The vulnerable group that reported low initial MA that drastically increased over time. In addition, significant differences in the development of mathematics achievement, personality hardiness, and perceptions of mathematics teachers were found in these four MA groups. Findings highlight heterogeneity in the development of MA, identify middle school as a critical period for MA development, and emphasize the importance of examining developmental changes in cognitive, personality, and environmental factors to help clarify distinct MA trajectories across middle and high school.
AB - Students who are highly anxious about mathematics-related activities generally exhibit lower mathematics achievement and motivation compared to their less anxious counterparts. Despite negative implications of mathematics anxiety (MA) on mathematics learning, there is a paucity of research examining how MA develops over time. Using the Longitudinal Study of American Youth dataset (N = 3116), the present study investigated two main questions regarding the development of MA in secondary school: (1) Is the development of MA characterized by a heterogeneous subset of growth trajectories? (2) How are time-varying personal and environmental factors (e.g., mathematics achievement; perceptions of math teachers) related to specific MA growth trajectories? Student MA was repeatedly assessed in six annual waves spanning across middle and high school. Using growth mixture modeling, we identified four growth trajectories of MA: (1) The non-anxious group that exhibited chronically low MA; (2) The highly anxious group which displayed moderately high MA over time; (3) The resilient group that exhibited high initial MA that steadily decreased over time; and (4) The vulnerable group that reported low initial MA that drastically increased over time. In addition, significant differences in the development of mathematics achievement, personality hardiness, and perceptions of mathematics teachers were found in these four MA groups. Findings highlight heterogeneity in the development of MA, identify middle school as a critical period for MA development, and emphasize the importance of examining developmental changes in cognitive, personality, and environmental factors to help clarify distinct MA trajectories across middle and high school.
KW - Adolescence
KW - Growth mixture modeling
KW - Mathematics achievement
KW - Mathematics anxiety
KW - Personality hardiness
KW - Student perceptions of mathematics teachers
UR - http://www.scopus.com/inward/record.url?scp=85085207368&partnerID=8YFLogxK
U2 - 10.1016/j.cedpsych.2020.101876
DO - 10.1016/j.cedpsych.2020.101876
M3 - Article
AN - SCOPUS:85085207368
SN - 0361-476X
VL - 61
JO - Contemporary Educational Psychology
JF - Contemporary Educational Psychology
M1 - 101876
ER -