How researchers calculate students' grade point average in other courses has minimal impact

PLoS One. 2023 Aug 18;18(8):e0290109. doi: 10.1371/journal.pone.0290109. eCollection 2023.

Abstract

Grade point average in "other" courses (GPAO) is an increasingly common measure used to control for prior academic performance and to predict future academic performance. In previous work, there are two distinct approaches to calculating GPAO, one based on only courses taken concurrently (term GPAO) and one based on all previous courses taken (cumulative GPAO). To our knowledge, no one has studied whether these methods for calculating the GPAO result in equivalent analyses and conclusions. As researchers often use one definition or the other without comment on why that choice was made, if the two calculations of GPAO are different, researchers might be inducing systematic error into their results and publishing potentially inaccurate conclusions. We looked at more than 3,700 courses at a public, research-intensive university over a decade and found limited evidence that the choice of GPAO calculation affects the conclusions. At most, one in seven courses could be affected. Further analysis suggests that there may be situations where one form of GPAO may be preferred over the other when it comes to examining inequity in courses or predicting student grades. However, we did not find sufficient evidence to universally recommend one form of GPAO over the other.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Academic Performance*
  • Humans
  • Knowledge
  • Publishing
  • Research Personnel*
  • Students

Grants and funding

E.F.B. was partly supported by the National Science Foundation through grant NSF-AST 2007065. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.