Login / Signup

From Syndemic Lesson after COVID-19 Pandemic to a "Systemic Clinical Risk Management" Proposal in the Perspective of the Ethics of Job Well Done.

Francesco De MiccoAnna De BenedictisVittorio FineschiPaola FratiMassimo CiccozziLeandro PecchiaRossana AlloniNicola PetrosilloSimonetta FilippiGiampaolo GhilardiLaura Leondina CampanozziVittoradolfo Tambone
Published in: International journal of environmental research and public health (2021)
The syndemic framework proposed by the 2021-2030 World Health Organization (WHO) action plan for patient safety and the introduction of enabling technologies in health services involve a more effective interpretation of the data to understand causation. Based on the Systemic Theory, this communication proposes the "Systemic Clinical Risk Management" (SCRM) to improve the Quality of Care and Patient Safety. This is a new Clinical Risk Management model capable of developing the ability to observe and synthesize different elements in ways that lead to in-depth interventions to achieve solutions aligned with the sustainable development of health services. In order to avoid uncontrolled decision-making related to the use of enabling technologies, we devised an internal Learning Algorithm Risk Management (LARM) level based on a Bayesian approach. Moreover, according to the ethics of Job Well Done, the SCRM, instead of giving an opinion on events that have already occurred, proposes a bioethical co-working because it suggests the best way to act from a scientific point of view.
Keyphrases
  • patient safety
  • quality improvement
  • public health
  • healthcare
  • decision making
  • machine learning
  • deep learning
  • health insurance