Alternative grading systems and student outcomes: a comparative analysis of motivation, enjoyment, engagement, stress, and perceptions of final grades

This study explores the impact of three alternative grading systems—specifications grading, standards-based grading (SBG), and ungrading—on student motivation, engagement, stress, enjoyment, and perceptions of fairness. Quantitative and qualitative analyses were conducted with students from mathematics, computer science, and statistics courses. Results indicate that SBG fosters higher motivation and engagement (61%) compared to specifications (44%), with 95% of SBG students feeling comfortable making mistakes. Both specifications and SBG were perceived as less stressful than traditional grading, with 79% and 83% of students, respectively, reporting reduced anxiety. Students valued the transparency of specifications and the flexibility of SBG, though some critiqued specifications for lack of partial credit and SBG for logistical challenges. Ungrading promoted autonomy, collaboration, and intrinsic motivation in a low-pressure environment. However, the study’s sample size limits the generalizability of findings, and results may not fully extend beyond STEM disciplines. Additionally, variations in student characteristics, such as prior exposure to alternative grading, were not fully accounted for, potentially influencing outcomes. Despite these limitations, the findings highlight key trade-offs and offer insights for educators seeking to refine grading practices by integrating strengths from each system to support diverse learners.