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Open Access Academic Papers from Research Square

2 results found
Research Article under-review

Cost-Effectiveness of Sterile Cold Spray in Enhancing 12-Month Retention Rates Among First-Time Blood Donors: A Decision-Making Model Study for Blood Centres Based on Causal Mediation Analysis

Li Li, Lei Zhao, Zubing Zhang, Qinson Zhang, Sicheng Li

Background To estimate the cost-effectiveness of sterile cold spray for improving 12-month repeat donation among first-time whole blood donors aged 18–25 years in mainland China from a blood-centre pe...

BMC Health Services Research 2026-04-22 rs-9074179
blood donation donor retention cost-effectiveness Markov model time-driven activity-based costing
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Research Article under-review

Bayesian Spatio–Temporal Outbreak Detection for COVID-19 Mortality in South Africa: A Comparative Study of MCMC and Dynamic HMC Methods

Shingirai Artwell Darikwa, Innocent Maposa

Background: Timely detection of localised COVID-19 surges is essential for targeting limited health resources, yet most routine surveillance algorithms ignore spatial dependence and many Bayesian spat...

BMC Public Health 2026-04-21 rs-9363716
Bayesian outbreak detection Hamiltonian Monte Carlo; spatio-temporal modelling COVID-19 South Africa hidden Markov model disease surveillance
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