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Educational Analytics: A New Frontier for Gamification?
Cathy C Roche1, Nancy P Wingo, Andrew O Westfall
1Author Affiliations: Family, Community, and Health Systems (Drs Roche and Azuero) and Acute, Chronic and Continuing Care (Dr Wingo), University of Alabama at Birmingham (UAB) School of Nursing; Biostatistics, UAB School of Public Health (Mr Westfall); UAB Center for Clinical and Translational Science (Mr Dempsey); and Division of Infectious Diseases, UAB School of Medicine (Dr Willig).
Gamification through the "Kaizen" knowledge competition improved nursing students' knowledge retention and final exam performance. Data analysis informed strategies to boost engagement and academic success.
Area of Science:
- Educational Technology
- Nursing Education
Background:
- Gamification is increasingly explored to enhance student engagement and learning outcomes.
- Traditional educational methods may not fully leverage digital tools for knowledge retention.
Purpose of the Study:
- To evaluate the impact of a software-based gamified knowledge competition on undergraduate nursing students.
- To assess the influence of gamification on knowledge retention and academic performance.
Main Methods:
- Implementation of "Kaizen," a voluntary, web-enabled, multiple-choice question competition over two rounds.
- Statistical analyses including descriptive statistics, logistic regression, generalized linear mixed models, and ANOVA were used.
- Data analyzed included user attrition, knowledge retention through repeated questions, and final examination performance based on play styles.
Main Results:
- A statistically significant increase in correct response odds (OR, 1.8) was observed for repeated questions, indicating knowledge retention.
- Significant differences in final examination performance were found across various student play styles.
- The study identified factors associated with user attrition in the gamified learning environment.
Conclusions:
- Gamification, exemplified by "Kaizen," can positively impact nursing students' knowledge retention and academic performance.
- Educational analytics derived from gamification data are crucial for informing educators on enhancing student engagement and learning.
- Further research should focus on optimizing gamified strategies to maximize educational benefits in nursing programs.
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