A comprehensive analysis of academic performance, self-confidence, motivation, and communication in calculus courses: Insights from international and local students

Taiwan's rapid development in education is evidenced by its high ranking in the 2022 PISA assessment, making it an attractive destination for international students. National Dong Hwa University, particularly its Department of Computer Science and Information Engineering (CSIE), has become popular among these students. This study focuses on the impact of integrating local and international students in calculus courses, a required subject, due to the close relationship between mathematics and computer science. The study sampled 14 international and 14 local first-year students, collecting data through questionnaires to assess their self-confidence, communication skills, and motivation. At the same time, academic performance was measured through midterm exam scores. The findings revealed significant differences in academic performance, self-confidence, and communication between local and international students, with p-values of .024*, .016*, and .012*, respectively. Among international students, self-confidence and communication were significantly correlated with academic performance (p=.013* and p=.026*), while for local students, a significant relationship was found between scores and communication (p=.035*).

Authors

Institutions

Publication Details

Journal
Jurnal Elemen
Published
2025-05-30
DOI
https://doi.org/10.29408/jel.v11i2.27950
Primary Topic
Mathematics Education and Teaching Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A comprehensive analysis of academic performance, self-confidence, motivation, and communication in calculus courses: Insights from international and local students

Ramadoni Ramadoni, Hafizah Delyana, Anna Cesaria, Arie Purwa Kusuma et al.
Jurnal Elemen
Mathematics Education and Teaching Techniques
article

A comprehensive analysis of academic performance, self-confidence, motivation, and communication in calculus courses: Insights from international and local students

Ramadoni Ramadoni, Hafizah Delyana, Anna Cesaria, Arie Purwa Kusuma, Tai Chien Kao
article en

Abstract

Taiwan's rapid development in education is evidenced by its high ranking in the 2022 PISA assessment, making it an attractive destination for international students. National Dong Hwa University, particularly its Department of Computer Science and Information Engineering (CSIE), has become popular among these students. This study focuses on the impact of integrating local and international students in calculus courses, a required subject, due to the close relationship between mathematics and computer science. The study sampled 14 international and 14 local first-year students, collecting data through questionnaires to assess their self-confidence, communication skills, and motivation. At the same time, academic performance was measured through midterm exam scores. The findings revealed significant differences in academic performance, self-confidence, and communication between local and international students, with p-values of .024*, .016*, and .012*, respectively. Among international students, self-confidence and communication were significantly correlated with academic performance (p=.013* and p=.026*), while for local students, a significant relationship was found between scores and communication (p=.035*).

Jurnal ElemenVol. 11(2)
National Dong Hwa University (TW), Universitas Muhammadiyah Sumatera Barat (ID), Universitas Muhammadiyah Tapanuli Selatan (ID), National Research and Innovation Agency (ID)
Openalex Percentile: Top 87%
Mathematics Education and Teaching Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.