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ArticleOpen access
The people behind the label: working conditions in India's data annotation industry
Prof. Daniel Okonkwo, Aisha Khan, Dr. Hannah Weiss
Journal of AI Ethics & Society2025Computer Science52 citations
…e and a quality regime that transfers the cost of ambiguous data to the worker. We argue that annotation guidelines function as an unacknowledged site of normative decision-making: annotators routinely resolve genuine moral ambiguity under …
https://doi.org/10.53456/jaies.2025.7.4.401
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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