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Classical Conditioning in Daily Life01:17

Classical Conditioning in Daily Life

Classical conditioning, a fundamental principle of associative learning, explains various phenomena observed in daily life, such as fear development, the placebo effect, taste aversion, and drug habituation. These applications demonstrate the profound impact of associative learning on human behavior and physiological responses.
John B. Watson and Rosalie Rayner famously demonstrated the development of fear through classical conditioning in their experiment with Little Albert. They paired the...

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Learning from Homeopathic Practice: Reducing Noise as a Means to Better Detect the Signals.

Robbert van Haselen1, Yvonne Fok2, Aaron To2

  • 1International Institute for Integrated Medicine, London, United Kingdom.

Homeopathy : the Journal of the Faculty of Homeopathy
|July 7, 2026
PubMed
Summary
This summary is machine-generated.

Noise in homeopathic practice creates variability, hindering learning from experience. This study explores noise sources and proposes methods like structured symptom collection to reduce it, advancing evidence-based homeopathy.

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Area of Science:

  • Homeopathic research
  • Clinical practice variability
  • Data quality in medicine

Background:

  • High variability observed in the Clificol COVID-19 Support Project data.
  • Variability in homeopathic practice can be categorized as wanted or unwanted.
  • Unwanted variability is defined as "noise" in this context.

Purpose of the Study:

  • To elaborate on noise as a source of unwanted variability in homeopathic practice.
  • To explore the nature and sources of variability in homeopathic practice.
  • To propose noise-reducing measures for clinical practice and case registries.

Main Methods:

  • Methodological and practical exploration of noise in homeopathy.
  • Distinguishing noise from bias in homeopathic practice.
  • Proposing noise-reducing measures including questionnaires and symptom ranking.

Main Results:

  • Variability in homeopathic practice discussed, with noise explained distinctly from bias.
  • Proposed noise-reducing measures include using questionnaires and ranking symptoms (e.g., polar symptoms).
  • Grouping similar symptoms is suggested for analytical purposes.

Conclusions:

  • High noise levels in homeopathic clinical practice and registries impede learning from experience.
  • Structuring symptom collection is crucial for clinical practice and case registries.
  • Reducing noise and bias is essential for advancing evidence-based homeopathic practice.