Citation: Maamin, M.; Maat, S.M.; H.
Iksan, Z. The Influence of Student
Engagement on Mathematical
Achievement among Secondary
School Students. Mathematics 2022,
10, 41. https://doi.org/10.3390/
math10010041
Academic Editor: David Pugalee
Received: 3 December 2021
Accepted: 21 December 2021
Published: 23 December 2021
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mathematics
Article
The Influence of Student Engagement on Mathematical
Achievement among Secondary School Students
Martina Maamin
1
, Siti Mistima Maat
2,
* and Zanaton H. Iksan
3
1
Faculty of Education, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia; martinamaamin@gmail.com
2
Research Centre of Teaching and Learning Innovation, Faculty of Education, Universiti Kebangsaan Malaysia,
Bangi 43600, Malaysia
3
Research Centre of STEM Enculturation, Faculty of Education, Universiti Kebangsaan Malaysia,
Bangi 43600, Malaysia; zanaton.iksan@ukm.edu.my
* Correspondence: sitimistima@ukm.edu.my
Abstract: Student engagement is a multidimensional construct that predicts learning performance.
However, student engagement receives limited attention, especially in mathematics. Thus, this study
conducts a survey to determine the influence of student engagement on mathematical achievement.
Stratified random sampling was employed to select secondary school students (n = 1000). Ques-
tionnaires and end-of-year examination grades were collected as data on student engagement and
respective mathematics achievement. The findings indicate that there is a significant relationship
between cognitive engagement, affective engagement, behavioural engagement, and mathematical
achievement. The results of multiple linear regression analysis show that affective engagement is
the largest predictor of mathematical achievement (β = 0.743, p < 0.001), followed by behavioural
engagement (β = 0.585, p < 0.001), and cognitive engagement (β = -0.375, p < 0.01). This suggests
that policymakers should formulate a curriculum that enables the improvement of affective and be-
havioural engagement. Furthermore, this study recommends that school administrators and teachers
plan and implement activities that stimulate such engagement.
Keywords: mathematics achievement; affective engagement; cognitive engagement; behavioural
engagement; student engagement
1. Introduction
The issue of student mathematics achievement has been on the international agenda [1–3]
for many years [4–6]. Examples of mathematical achievement issues can be seen in stu-
dent achievement in international assessment, such as in the Programme for International
Student Assessment (PISA), a topic of discussion among researchers for much of the
21st century [7–9]. Many studies have focused on identifying the factors that cause math-
ematical achievement problems [10–12]. Previous studies have reported the factors that
influence student academic achievement as being student factors [13–15], teacher fac-
tors [16–18], family factors [19–21], and school factors [22,23]. Although many factors
influence mathematics achievement, previous studies have focused more on student factors
in dealing with this problem, especially studies originating from Association of Southeast
Asian Nations (ASEAN) countries [24].
The student factors identified as influencing mathematical achievement are demogra-
phy, gender, attitude, knowledge, and student engagement [24]. Student engagement is a
multidimensional construct, often associated with academic achievement predictors [15,25].
Based on the previous literature review, research gaps still exist in terms of student engage-
ment and related academic achievement. First, most studies only examine student achieve-
ment as a whole, without focusing on mathematics subjects [26–28]. Second, most studies
do not focus simultaneously on student engagement from the cognitive, behavioural,
and affective dimensions [29,30]. Third, most studies focus on student engagement in
institutions of higher learning [31,32], especially in Malaysia [33].
Mathematics 2022, 10, 41. https://doi.org/10.3390/math10010041 https://www.mdpi.com/journal/mathematics