Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Medical Education

Date Submitted: Nov 12, 2024
Date Accepted: Dec 21, 2025

The final, peer-reviewed published version of this preprint can be found here:

Influence of Admission Pathways on Learning Strategies, Assessment Engagement, and Academic Performance Among First-Year Medical Students: Mixed Methods Retrospective Observational and Cross-Sectional Survey Study

Keadkraichaiwat I, Sitticharoon C, Maprapho P, Jangboon N, Wannarat N

Influence of Admission Pathways on Learning Strategies, Assessment Engagement, and Academic Performance Among First-Year Medical Students: Mixed Methods Retrospective Observational and Cross-Sectional Survey Study

JMIR Med Educ 2026;12:e68636

DOI: 10.2196/68636

PMID: 41628358

PMCID: 12863655

Influence of Admission Pathways on Learning Strategies, Assessment Engagement, and Academic Performance Among First-Year Medical Students: A Mixed-Methods Retrospective Observational and Cross-sectional Survey Study

  • Issarawan Keadkraichaiwat; 
  • Chantacha Sitticharoon; 
  • Punyapat Maprapho; 
  • Nisa Jangboon; 
  • Nadda Wannarat

ABSTRACT

Background:

Medical school admission pathways are designed to select suitable applicants, with different approaches across institutions potentially impacting students' academic outcomes, learning behaviors, and evaluation preferences. Understanding these differences is essential for supporting student success and guiding curricular improvements.

Objective:

This study aimed to compare student perspectives on curricular development and non-grading evaluation, as well as learning behaviors and academic performance among students from different admission pathways, and to analyze correlations and regressions between summative scores, learning behaviors, and CLO scores within each group.

Methods:

This retrospective questionnaire and observational study examined four admission pathways at our medical school in the Academic Year 2021, including science Olympiads (academic group, n=23), bachelor graduates/athletics, and musical talents (quota group, n=6), central admission test (test group, n=258), and students required to serve as rural doctors (rural group, n=29).

Results:

The academic group rated higher scores in actively setting goals and feeling enthusiasm compared to other groups but rated lower scores of stress when reading books or following lessons during studies. Conversely, the rural group rated higher scores of stress when reading books before exams compared to the other groups. The rural group preferred a two-category pass/fail evaluation, unlike other groups favoring a three-category outstanding/pass/fail system. The academic group demonstrated significantly higher CLO and summative scores but fewer total and intentional attempts and instances of first-pass and highest-scoring attempts compared to other groups, while the rural group showed significantly lower scores and a higher instance of first-pass and highest-scoring attempts compared to other groups. Correlation and multiple linear regression analyses indicate that summative scores were positively influenced by the number of passing(s) for each CLO and CLO scores and negatively by instances of first-pass and highest-scoring attempts. Overall, the academic group, generally from competitive backgrounds, demonstrated higher academic performance, fewer total and intentional attempts, and instances of first-pass and highest-scoring attempts. Conversely, the rural group, often from less competitive backgrounds, showed lower academic performance, requiring more attempts for first-passing CLOs.

Conclusions:

Admission pathways significantly influence student perspectives on curricular development and non-grading evaluation, study behaviors, and academic performance. Clinical Trial: -


 Citation

Please cite as:

Keadkraichaiwat I, Sitticharoon C, Maprapho P, Jangboon N, Wannarat N

Influence of Admission Pathways on Learning Strategies, Assessment Engagement, and Academic Performance Among First-Year Medical Students: Mixed Methods Retrospective Observational and Cross-Sectional Survey Study

JMIR Med Educ 2026;12:e68636

DOI: 10.2196/68636

PMID: 41628358

PMCID: 12863655

Per the author's request the PDF is not available.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.