Standardizing pneumonia response does not by itself define the treatment estimand - Takeaways - MDSpire
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Standardized pneumonia response alone does not specify the treatment estimand

  • By

  • Meiting Li

  • Mengyan Sun

  • Wenzhen Zhuo

  • Xiaoyang Gong

  • November 2, 2026

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  • 1

    Standardized pneumonia-response criteria do not, by themselves, define the treatment effect estimated in a randomized trial.

  • 2

    Among 1,603 pneumonia episodes, 302 had indeterminate outcomes, including 240 deaths; classifying death as failure increased the failure proportion from 22.2% to 34.3%.

  • 3

    Because death can be affected by treatment and precludes later response assessment, comparing only patients alive and classifiable on day 10 may not preserve the randomized causal contrast.

  • 4

    The response criteria could be incorporated into a global outcome or DOOR that includes death, complications, and adverse events; a survivor average causal effect requires additional assumptions.

  • 5

    Interventional protocols should prespecify the target population, treatments, response variable, handling of death and other assessment-precluding events, and treatment-effect summary measure.

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