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Exploring factors that predict which students get into their first-choice engineering major

Published Online: 2025-05-20

Authors

Milburn, Tyler

Ita, Meagan E.

Kecskemety, Krista M.
License Information

Text and Data Mining valid from 2025-05-20

Version of Record valid from 2025-05-20
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Article History

Received: 19 December 2024

Accepted: 6 May 2025

First Online: 20 May 2025

Declarations

:

: The Ohio State University Office of Responsible Research Practices determined the project exempt from IRB review. The Ohio State University Human Research Protection Program (HRPP) adheres to the ethical principles for the protection of research participants summarized in the Belmont Report and complies with federal regulations, guidance, and state laws related to human subjects protection. This research was approved to meet University’s Institutional Review Board for exemption, as it involved secondary research of already existing data. The investigators at no time had information that could readily be used to ascertain the subjects (students) and did not have access to any identifiers to link the data to the students. Furthermore, the investigators did not contact the students or re-identify the students.

: The authors declare no competing interests.

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