Some scholars have proposed that learning moti-
vation is a psychological process that can guarantee
the continuous advancement of students' learning be-
haviours, and even if it encounters external disturb-
ances, it can have a decisive influence on the termi-
nation of learning behaviours or not (Kuh, 2001;
Liang, 2020). Zhang regarded LM as a motivational
tendency formed under the synergistic effect of an in-
dividual's internal needs and external factors (Zhang,
2000). Based on the research report examining the re-
lationship between motivation and academic perfor-
mance, a strong positive correlation exists between
these two factors. In addition, the evolving diversity
of contemporary society has led to a notable increase
in the development and importance of motivation
(Gao, 2020).
Among them, in a study by Gao, it was shown that
college students' study motivation and academic per-
formance were significantly positively correlated
(Gao, 2020). In this research, 6600 undergraduate stu-
dents across 53 different majors at a university in
Guangdong were selected as the study participants,
and a basic questionnaire and a study motivation
questionnaire were distributed to the students through
questionnaires, in which the study motivation ques-
tionnaire was based on a 4-point scoring system of
Likert, and the high and low scores represented the
strengths and weaknesses of the study motivation.
The research encompasses a wide range of disciplines
and a substantial number of students, thereby ensur-
ing robust representativeness.
The dependent variable, academic performance,
was obtained from the school's academic affairs sys-
tem grade pool. IT technology was used to collect
data from the questionnaires on basic information and
academic motivation of college students, and
SPSS15. 0 was used to statistically analyse these three
data, including correlation and regression analyses.
The analysis results indicated a positive correlation
between college students' learning motivation (LM)
and their academic performance (AP). Furthermore,
all five dimensions of learning motivation exhibited
positive relationships with academic performance.
The stronger the motivation (including five dimen-
sions including cognitive expectations, goal orienta-
tion, self-efficacy, attributional style, and environ-
mental influences), the better the academic
performance, and all of them are positively correlated
with each other. These five factors constitute essential
elements of modern college students' motivation, col-
lectively impacting their academic achievement. This
influence is propelled by positive subjective motiva-
tional aspects and serves as a strong positive indicator
of academic success.
However, learning motivation is not the only fac-
tor that affects academic performance. In the research
exploring the relationship between college students'
academic performance and LM, Wang et al. subdi-
vided the subjects into 177 boys and 223 girls and
took computer science and technology majors of Yili
Normal University as an example, and also used ques-
tionnaire survey method, referred to the classification
of John Biggs' motivation, and combined with the
characteristics of the study of computer science and
technology majors. Drawing on John Biggs' classifi-
cation of learning approaches and aligning it with the
learning characteristics of college students majoring
in computer science and technology, the question-
naire was designed to categorize LM into superficial
motivation, deep motivation, and AM. Deep motiva-
tion is driven by students' desire to improve personal
abilities through knowledge acquisition. AM comes
from goals of realizing self-worth, ideals, and ambi-
tions. Both are crucial for effective learning.
The same SPSS software was used to analyse the
data, and after the correlation analysis, There is a sta-
tistically significant correlation between superficial
motivation and academic performance (Pearson's cor-
relation coefficient r = 0. 339, significance <0. 01)
Currently, most students show a strong superficial
motivation. They tend to concentrate on their studies
in a short period of time for the upcoming final exams
or to obtain various certificates, and this kind of LM
that aims purely at passing exams and obtaining cer-
tificates belongs to the category of superficial moti-
vation. After analysing the data, It has been observed
that the relationship between surface-level motivation
and students' academic achievement is the most sig-
nificant, demonstrating a strong positive correlation.
After conducting independent samples t-tests on the
three types of motivation, The research results show
that there are no significant differences between male
and female students in terms of surface motivation
and achievement motivation, but significant differ-
ences are shown in deep motivation, and the deeper
motivation of male students is higher than that of fe-
male students, perhaps because male students have a
greater desire for knowledge than female students,
and also have better hands-on ability. Lack of moti-
vation or only superficial motivation will not help im-
prove academic performance, but will bring many
negative effects to improve academic performance,
and become an obstacle on the road; deep motivation
has significant differences with gender, and boys are
stronger than girls. Boys are more inquisitive and
more hands-on than girls.