Pilot experiment

Source: Wikipedia, the free encyclopedia.

A pilot experiment, pilot study, pilot test or pilot project is a small-scale preliminary study conducted to evaluate

research project.[1][2]

Implementation

Pilot experiments are frequently carried out before large-scale quantitative research, in an attempt to avoid time and money being used on an inadequately designed project. A pilot study is usually carried out on members of the relevant population.[1] A pilot study is used to formulate the design of the full-scale experiment which then can be adjusted.[1][2] The pilot study is potentially a critical insight to clinical trial design, recruitment and

sample size of participants, treatment testing, and statistical analysis to improve the power of testing the hypothesis of the study.[2] Analysis from the pilot experiment can be added to the full-scale (and more expensive) experiment to improve the chances of a clear outcome.[1][2]

Applications

In sociology, pilot studies can be referred to as small-scale studies that will help identify design issues before the main research is done. Although pilot experiments have a well-established tradition, their usefulness as a strategy for change has been questioned, at least in the domain of environmental management.[3] Extrapolation from a pilot study to large scale strategy may not be assumed as possible, partly due to the exceptional resources and favorable conditions that accompany a pilot study.[1]

In clinical research, studies conducted in preparation for a future randomized controlled trial are known as "pilot" and "feasibility" studies, where pilot studies are a subset of feasibility studies.[1][4] A feasibility study asks whether the study should proceed, and if so, how. A pilot study asks the same questions, but also has a specific design feature: in a pilot study, a future study is conducted on a smaller scale,[1][5] which, if having produced positive results, may lead to a Phase I clinical trial.[6] The use of pilot and feasibility studies to estimate treatment effect is controversial, with ongoing methodologic discussion about appropriateness.[7]

A checklist was published in 2016 to provide guidance on how to report pilot trials.[8]

See also

References

  1. ^
    PMID 20053272
    .
  2. ^
    PMID 33536076
    .
  3. ^ Billé R, Duchemin B (February 2010). "Action without change? On the use and usefulness of pilot experiments in environmental management". SAPIEN. Surveys and Perspectives Integrating Environment and Society. 4 (1).
  4. PMID 21035130
    .
  5. PMID 26978655
    .
  6. ^ "The drug development process: Step 3: Clinical research". US Food and Drug Administration. 4 January 2018. Retrieved 29 March 2021.
  7. PMID 31485336
    .
  8. PMID 27777223
    .
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