Grading Minds and Shaping Futures: A Multivariate Analysis on the Perceptions of Fairness Anxiety, Feedback Orientation and Motivation in Ghana’s Health Professions Education

Abstract There is a critical gap in understanding how assessment-related psychological factors influence learning motivation and anxiety among students in Ghana’s health training institutions. The study investigated the relationships among perceived assessment fairness, feedback orientation, assessment anxiety, and academic motivation among students enrolled in health professions education in Ghana. Employing a quantitative approach nested in cross-sectional survey design, data were collected from 575 diploma and undergraduate students across six nursing and midwifery training institutions in the southern, middle, and northern ecological zones of Ghana. Stratified random sampling ensured representativeness across program type, year of study, and gender. Standardized instruments with strong internal consistency (Cronbach’s α ranging from 0.76 to 0.89) were used to measure the key constructs. Descriptive statistics revealed moderate to high levels of perceived fairness (M = 3.72, SD = 0.56), feedback orientation (M = 3.85, SD = 0.64), and academic motivation (M = 3.96, SD = 0.58), with relatively lower levels of assessment anxiety (M = 2.91, SD = 0.72). Pearson correlation analysis showed significant positive relationships between perceived assessment fairness and academic motivation (r = .46, p < .01), as well as between feedback orientation and academic motivation (r = .60, p < .01). Assessment anxiety correlated negatively with both feedback orientation (r = –.28, p < .01) and academic motivation (r = –.41, p < .01). Multiple regression analysis revealed that procedural fairness (β = .11, p = .046), distributive fairness (β = .10, p = .025), and feedback utility (β = .21, p < .001) were significant positive predictors of academic motivation, whereas assessment anxiety (β = –.23, p < .001) was a significant negative predictor. The overall regression model explained 42% of the variance in academic motivation (R² = 0.42, F(6, 568) = 67.39, p < .001), indicating a robust multivariate relationship. These findings highlight the importance of fair assessment practices and constructive feedback in enhancing student motivation while mitigating anxiety. The study has practical implications for assessment reforms and educator training within Ghana’s health education sector, advocating for psychologically informed approaches to curriculum delivery and evaluation.