Multi-Agent-Based Simulation of a Complex Ecosystem of Mental Health Care.

Journal: Journal of medical systems

Volume: 40

Issue: 2

Year of Publication: 2016

Affiliated Institutions:  IBM Research, Nairobi, Kenya. Medical Affairs, Otsuka America Pharmaceutical, Inc., Princeton, NJ, USA. erin.falconer@otsuka-us.com. Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA. IBM Global Business Services, West Chester, PA, USA. IBM Global Business Services, Costa Mesa, CA, USA. IBM Global Business Services, Pittsburgh, PA, USA.

Abstract summary 

This paper discusses the creation of an Agent-Based Simulation that modeled the introduction of care coordination capabilities into a complex system of care for patients with Serious and Persistent Mental Illness. The model describes the engagement between patients and the medical, social and criminal justice services they interact with in a complex ecosystem of care. We outline the challenges involved in developing the model, including process mapping and the collection and synthesis of data to support parametric estimates, and describe the controls built into the model to support analysis of potential changes to the system. We also describe the approach taken to calibrate the model to an observable level of system performance. Preliminary results from application of the simulation are provided to demonstrate how it can provide insights into potential improvements deriving from introduction of care coordination technology.

Authors & Co-authors:  Kalton Falconer Docherty Alevras Brann Johnson

Study Outcome 

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Statistics
Citations :  Statement of Judge Steve Leifman. Chair, Supreme Court of Florida Task Force on Substance Abuse and Mental Health Issues in the Courts Before the Subcommittee on Oversight and Investigations of the Energy and Commerce Committee of the United States House of Representatives Concerning People with Mental Illnesses Involved in the Criminal Justice System. March 16, 2014. http://democrats.energycommerce.house.gov/sites/default/files/documents/Testimony-Leifman-OI-Psychiatric-Patient-Beds-2014-3-26.pdf.
Authors :  6
Identifiers
Doi : 39
SSN : 1573-689X
Study Population
Male,Female
Mesh Terms
Computer Simulation
Other Terms
Agent-based simulation;Care coordination;Complex medical and social ecosystem;Mental health care;Model development;Psychiatric patient environment;System management
Study Design
Study Approach
Country of Study
Publication Country
United States