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  1. ArticleSubscription

    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

    A sepsis care bundle with strong trial evidence was introduced across eleven district hospitals in two Indian states. Thirty-day mortality did not improve (adjusted OR 0.96, 95% CI 0.81 to 1.14). Rather than report a null result and stop, w…

    https://doi.org/10.53456/ljph.2026.9.2.88

  2. 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

    Machine learning depends on annotation labour that its literature rarely describes. Drawing on 68 interviews with annotators and eleven with managers across nine firms in Bengaluru, Kochi and Bhubaneswar, we document a labour process organi…

    https://doi.org/10.53456/jaies.2025.7.4.401

  3. ArticleSubscription

    Who inherits the shop? Succession, daughters and firm survival in 1,100 informal Indian family businesses

    Dr. Ananya Deshpande, Prof. Rajesh Iyer

    Lighthouse Journal of Management & Organisation2026Business & Management47 citations

    Family firm succession research is built almost entirely on registered, formal firms with documented ownership. We study succession in the informal sector, where ownership is undocumented and the transfer is social rather than legal. Follow…

    https://doi.org/10.53456/ljmo.2026.11.4.512