Nonlinear models (chaos theory)
Just an image (version 1) that represents some variables that influence the effect of drugs from low to high levels of complexity.
1. Low levels of complexity: drug-receptor interactions (e.g., study of receptor theories explaining the pharmacological effects of drugs).
2. High levels of complexity: Society (e.g., pharmacoeconomics, health-care systems, drug adherence in real-life settings outside trials).
There are excellent papers related to the study of chaos theory in biological systems. 1-4
References
1. Firth W J. Chaos--predicting the unpredictable. BMJ 1991; 303:1565.
2. Lipsitz LA, Goldberger AL. Loss of 'Complexity' and Aging: Potential Applications of Fractals and Chaos Theory to Senescence. JAMA. 1992;267(13):1806-1809. doi:10.1001/jama.1992.03480130122036.
3. Goldberger, A. L. (1990). Chaos and fractals in human physiology. Scientific American, 262(2), 42-49.
4. T. Elbert, W. J. Ray, Z. J. Kowalik, J. E. Skinner, K. E. Graf, and N. Birbaumer. Chaos and physiology: deterministic chaos in excitable cell assemblies
Physiol Rev January 1, 1994 74:(1) 1-47