Chaos and uncertainty in adaptive health systems: the role of contemporary Family Medicine

Authors

  • Gad Gamed Zavala Cruz Tesorero Honorario de la Confederación Iberoamericana de Medicina Familiar (CIMF-WONCA) CEO de la Federación Mexicana de Especialistas y Residentes en Medicina Familiar. Jefe de Área Médica en Calidad Educativa, Instituto Mexicano del Seguro Social (IMSS), México https://orcid.org/0000-0001-6624-5746

DOI:

https://doi.org/10.62514/amf.v28i1.209

Keywords:

Family Practice, Uncertainty, Public Health

Abstract

The purpose of this article is to articulate a theoretical framework with a scientific basis and pragmatic orientation in which the three fundamental archetypes: Manager, Humanist and Innovator constitute adaptive configurations in the face of uncertainty and chaos in primary care. Chaos theory, complex thinking, and public health evidence are integrated. This paper illustrates cases such as governance during the COVID-19 pandemic, multimorbidity syndemics, the post-pandemic mental health demand, antimicrobial resistance, and digital transformation. The legacy of Family Medicine by 2040 will be to transform disorder—through ethical orchestration (Manager)—the complex care of subjectivity and context (Humanist), and iterative learning and continuous redesign (Innovator). Chaos should not be controlled, but rather inhabited with prudence, systems literacy, and moral clarity.

Published

2026-01-21

How to Cite

Zavala Cruz, G. G. (2026). Chaos and uncertainty in adaptive health systems: the role of contemporary Family Medicine. Archivos En Medicina Familiar, 28(1), 37–40. https://doi.org/10.62514/amf.v28i1.209

Issue

Section

Artículos Especiales

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