Search results for “data annotation”

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Implementation Research for Health Systems
Dr. Farhan Qureshi, Dr. Lakshmi Pillai
Lighthouse Studies in Public Health2025Public Health
Efficacy trials tell you whether an intervention can work. This book is about the harder question of whether it does, once a district health system has to deliver it on its own budget with its own staff. Qureshi and Pillai set out the desig…
https://doi.org/10.53456/book.2025.implementati
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Why a sepsis bundle that worked in trials failed in eleven district hospitals: an implementation study
Dr. Lakshmi Pillai, Dr. Marco Ferreira, Dr. Farhan Qureshi
Lighthouse Journal of Public Health2026Public Health38 citations
…terviews, 340 hours of observation and time-stamped process data — to establish what happened. Bundle compliance was 34 per cent, and the binding constraint was not knowledge, motivation or protocol design but laboratory turnaround: the lac…
https://doi.org/10.53456/ljph.2026.9.2.88