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Against naïve induction from experimental data.

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This commentary critiques the integrated experiment design (IED) approach, arguing it automates scientific thinking and may impede research progress. Current piecemeal testing methods are defended against IED

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Area of Science:

  • Scientific methodology
  • Research design

Background:

  • Current experimental practices, including piecemeal testing, face scrutiny.
  • The integrated experiment design (IED) has been proposed as an alternative approach.

Purpose of the Study:

  • To argue against the adoption of the integrated experiment design (IED).
  • To highlight undesirable features of IED that could hinder scientific progress.

Main Methods:

  • This is a commentary, not an empirical study.
  • Analysis of the proposed integrated experiment design (IED) and its implications for scientific thinking and progress.

Main Results:

  • The integrated experiment design (IED) is viewed as an attempt to automate scientific thinking.
  • Several undesirable features of IED are identified.

Conclusions:

  • Broad application of IED is likely to hinder, rather than advance, scientific progress.
  • Current experimental practices, despite criticisms, are defended in this commentary.