Prediction models for the impact of the COVID-19 pandemic on research activities of Japanese nursing researchers using deep learning.

Deep learning is a research method enabling early prediction of unexpected events, suggesting new applicability in nursing science. To continue research activities during the COVID-19 pandemic and future contingencies, the research environment needs to be improved, workload corrected by position, and considered in terms of work-life balance.