Short-Duration Self-Learning

Both SSL and ML participants surpassed the 90% QCPR benchmark at the immediate post-test, indicating both approaches achieved effective mastery regardless of group assignment. Real-time feedback during practice enabled immediate performanc…

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Both SSL and ML participants surpassed the 90% QCPR benchmark at the immediate post-test, indicating both approaches achieved effective mastery regardless of group assignment. Real-time feedback during practice enabled immediate performance correction, and repeated compressions reinforced core mechanics even across brief SSL sessions. Given equivalent 6-month CPR retention, SSL is recommended as the more practical approach for large-scale or community CPR deployment.