reducing hospitalisations and arrests of mental health patients through the use of analytics and...
Post on 25-Jan-2017
486 Views
Preview:
TRANSCRIPT
Reducing hospitalisations and arrests of mental health patients through the use of Analytics and
Care Co-ordinationSuzi Shaw LyonsIBM New Zealand
Watson Health
Mental health care challenges result in negative outcomes
Almost 10% individuals discharged from a state psychiatric hospital will be readmitted within 30 days; more than 20% will be readmitted within 180 days1
Total annual cost of mental illness in jails and prisons is estimated at $15 billion3
Hospitalization Reincarceration Homelessness
20% to 25% of the homeless population in the United States suffers from some form of severe mental illness5
U.S
. Nat
iona
l St
atis
tics
How do we break the cycle?
Keith SJ, Kane JM. J Clin Psychiatry. 2003;64(11):1308-1315.
Incompleterecovery
Symptomexacerbation
Relapses
Danger toself/others
Occasional Days Weeks Months
Loss of confidence
Loss of job
Loss of Social Support
Re-hospitalization
Danger toself/others
IMPA
CT O
N IL
LNES
S
DURATION OF NONADHERENCE
PATIENT IN CRISIS
Homelessness
HighCosts
The Stakeholders
Patient•Self managed•Better care•Complete and comprehensive evaluation
•No deterioration •Crisis Avoidance•Reduce burden to others
Government•Crime reduction•Improve public safety•Reduce cost of uncompensated care
•Effective jail capacity management
•Judicial system efficiency
Caregivers•Crisis Avoidance•Less demand/stress•More free time•Increase productivity•Peace of mind
Providers•Better outcomes•Cost savings•Care plan effectiveness•Crisis monitoring•Decision support•Complete and comprehensive view of patient history and status
Payer / System•Better Outcomes•New insights to manage risk•Work flow and administrative efficiencies•Regulatory and contract compliance•Complete and accurate clinical data• Reduce fraud
Care Coordination: Initial Scope
Improved Outcome and
Functional Recovery
Improve Appropriate
Use and Adherence
to Treatment
Improve continuity of
care
Provide Enhanced
Performance Reports
Identify High Risk/High
Cost Patients
Establish Common
Database of Assessment
and Treatment History
CoordinationEngage, convene, collaborate and cross boundaries to help deliver an integrated plan to achieve optimal outcomes and lower costs
Understand
Engage
FoundationKnow individuals and populations, and recognize intervention opportunities to apply evidence-based and standardized care planning
Know
WellnessD
ata-
driv
en in
sigh
ts
Expe
rien
tial i
nsig
htsAnalytics and cognitive computing
Gain understanding through data-driven insights that enable providers to act with greater visibility into outcomes and cost
Analytic Tools enable the analysis to develop the insights and objectives
Predictive Modeling Disease Onset& Progression
Predictive Analytics
Multimodal Longitudinal Patient Data (e.g. Structured +
Unstructured [text, image, genetics, …],
potentially social media)
Chance ofAdverse Event = 80%
X months
Hypothesis Testing
Cluster ProfilesPopulationClustering
Analytics Tools Insights
Crisis Prediction
Care Qualityand Outcome
Analysis
PopulationManagement
Foundation
Let’s meet David
David’s assessment and referral
Is David at risk?
David’s future
CoordinationEngage, convene, collaborate and cross boundaries to help deliver an integrated plan to achieve optimal outcomes and lower costs
Understand
Engage
FoundationKnow individuals and populations, and recognize intervention opportunities to apply evidence-based and standardized care planning
Know
WellnessD
ata-
driv
en in
sigh
ts
Expe
rien
tial i
nsig
htsAnalytics and cognitive computing
Gain understanding through data-driven insights that enable providers to act with greater visibility into outcomes and cost
top related