Academic Program as a Factor Influencing the Students’ Decisions-Making to Enroll at Private Higher Education Institutions: Financial Aid as Moderator using Smarts
DOI:
https://doi.org/10.61841/g002kq14Keywords:
Students’ Decision Making, factors Influence, Academic Program, Financial Aid, Undergraduate, Private Higher Education Institution, MalaysiaAbstract
Purpose: This study aimed to identify academic programmes as a factor that influence the students’ decision-making to enrol at a private HEI and the moderating role of financial aid within the Malaysian context of private HEIs. With respect to the objectives of study, this study targeted 23 private HEIs with university status across Kuala Lumpur and Selangor. Methodology: The underpinning theory applied in this study was Theory of Planned Behavior (TPB) applied for academic programs. Five hundred (500) questionnaires distributed at selected private HEI around Kuala Lumpur and Selangor. Respondent was first-year students (undergraduate students in their first academic semester in 2018) only. Data gathered were analyzed using PLS-SEM 3 analytical software in performing PLS-SEM. Results: The analyses outcome for structural model had confirmed that there was a positive significance relationship between AP and DM, therefore, h1 accepted. However, throughout this interaction (moderation) assessment, the study had confirmed that the moderation role of FA is non-significant, thus, rejecting the h1a. Implications: A positive significance relationship between AP and DM denoted by path coefficient of 0.37; t-value of 9.778 and p-value of 0.000. As for the interaction effect (moderating) of FA that moderate the relationship path between AP and DM was insignificant showed by path coefficient of value -0.111, p-value of 0.190 and t-value of 1.312 (Hair, Sarstedt, & Ringle, 2017).
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
