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Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH [email protected]
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Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH [email protected].

Dec 25, 2015

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Page 1: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Clinical Decision SupportA Population Health Approach

Farzad Mostashari, MD, MScNYC DOHMH

[email protected]

Page 2: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 3: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

THE INSTITUTEFOR URBAN

FAMILY HEALTH

Page 4: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Quality of Care With and Without EHR Use

0

10

20

30

40

50

60

70

80

90

100

0 10 20 30 40 50 60 70 80 90 100

Percent Compliance without EHR

Wit

h E

HR

Preventive Counselling Chronic Disease Management Avoiding Hazardous Rx

EHR Better

"No EHR" Better

Tobacco cessation Statin Use

No Benzo in Depression

Page 5: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Government Role?

• Will HIT address priority public health issues?

• Will HIT adoption reach disadvantaged populations?

Page 6: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Primary Care Information Project

• Mission – Improve population health in medically

underserved areas through health information technology (HIT)

• Resources– NYS- $250 Million over 5 years for HIE– NYC- $27 million Community EHR Project– CDC- Center of Excellence PH Informatics

Page 7: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

PCIP Roadmap1. Citywide EHR Network

• Procure “best of breed” Electronic Health Record • Add Public Health/Quality Improvement functionality• Prepare Network and Hardware Infrastructure• Extend to Correctional Health and community providers

2. Citywide Quality Improvement Network• Citywide automated quality measurement and reporting• Decision supports and other quality improvement• Extend to other ambulatory EHRs

3. Citywide Health Information Exchange Network• Interfaces to other systems (e.g., HHC)• Syndromic and Notifiable Disease Reporting• Citywide Immunization, Lead Registries, and School Health• Linkages to RHIOs• Medicaid medication history

Page 8: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

HEAL-NY 1

• Impact– All NYC Community Health

Centers will have EHRs by 2009

• 648 providers• 500,000 patients• 50% Medicaid, 20%

uninsured

– Safety net providers “RHIO”

Page 9: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Other Providers

• Small doctors offices– Deliver 85% of primary care– Lowest EHR adoption rates– Greatest challenges in quality

and financing

• Convening and support– Medical Societies– QIO (IPRO)– Hospitals– Health Plans?

Page 10: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Eligibility and Public Purpose

• Care for underserved / vulnerable populations– Medicaid and uninsured– S Bronx, Harlem, Central Brooklyn

• Participate in public health goals – Mandatory indicator reporting (automated, confidential)– Quality improvement (inc. decision support tools)– Public health interfaces (school health, CIR)

• Financial Commitment– $4k per provider contribution to QI fund– Assume all ongoing costs after 2 yr testing phase

Page 11: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

What do they get?

• Licenses to “NYC Build” eClinicalWorks• Common interfaces included • On-site training • Quality improvement technical assistance

• Predictable, low ongoing (M&S) costs– Less than $1,500 per FTE provider/ yr

Page 12: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 13: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

10 Take New York Indicators1. Have a Regular Doctor or Other Health Care

Provider2. Be Tobacco-Free3. Keep Your Heart Healthy4. Know Your HIV Status5. Get Help for Depression6. Live Free of Dependence on Alcohol and Drugs7. Get Checked for Cancer8. Get the Immunizations You Need9. Make Your Home Safe and Healthy10. Have a Healthy Baby

Page 14: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Smart Web Form

• Facilitates n-level structured data collection • Built-in intelligence to make calculations based

on data entered – Initial Visit form– Tobacco Quit Readiness Assessment form – Fax-to-Quit form– Asthma Severity Assessment form– PHQ2 and PHQ9 for Depression Screening – AUDIT-C for Alcohol Misuse Screening – School Health New Admission Examination form– Sexual History form

Page 15: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 16: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 17: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 18: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 19: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 20: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Registry

Page 21: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 22: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 23: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Measure Reporting

• User Interface to run measure report

• Can view with/ without exclusions

• Cross tab: facility, provider, insurance & race

• Drill-down capability

Page 24: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 25: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Decision Support Tools

• Based on TCNY measures• Passive alerts and reminders

– Wary of “alert fatigue”– Minimal set– Actionable (Order, Historical Order or Suppress)– Consonant with workflows, not disruptive

• Not just alerts– Order sets, templates, clinical knowledge, data

presentation, process reengineering

Page 26: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Desired Attributes

• Acceptable to small independent providers

• Priority health issues (premature deaths) comprehensively addressed

• Could be implemented in multiple EHR systems

• Mechanism for updating as evidence base changes

Page 27: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Identify last recorded quit date and date of last status

update

FORMER SMOKER BPA PATHWAY

Was last quit date within past 2 years

(or null)?

Was last status update < 90 days ago?

Was last update > 12 months ago?

No BPA activated

NO

YES

NO

BPA #4b: "Update Smoking Status"

YES

BPA #4a: "Update Smoking Status"

NO

Clinician clicks status radio button and clicks verify

button

Was current status updated and verified?

NO. BPA not satisfied.

NO

Store status update

verification date.

YES

BPA satisfied

Clinician clicks status radio button and clicks verify

button

Was current status updated and verified?

BPA #4a not satisfied.

NO

BPA #4a satisfied

Relapse prevention counseling in past 90 days OR quit date > 12 months

ago?

STOP YES

YES

BPA #5: "Review relapse prevention

interventions" NO

Congratulation, you've been tobacco-free for ___ days!

Offer relapse prevention literature.Review current treatment plan

Clinical Decision Support – Tobacco Best Practice Alert

Page 28: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 29: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 30: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 31: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Actionable, non-intrusive alert will show on the right-pane.

Page 32: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Measure Defn as CDSS Logic?

• Potential solution to portability of CDSS• Consistent message of “what’s good care”• Providers “clean” measures as they go• But can’t afford lots of “false positives”

– Need CDSS Numerator inclusions• “snooze” on order• Incorporates epidemiologic info (never smoker > 26 yo)

– Denominator exclusions • Patient refusal, medical contraindication, system reasons

Page 33: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Order Set

• Triggered by TCNY quality indicator• Full order set vs. Quick order

– Quick - lab• A1C testing in patients with diabetes (6 months)• LDL testing in high risk patients (IVD, DM)

– Full - medication, referral, education (provider/patient)

• A1C control in patients with diabetes (good control)• BP control in high risk (130/80) patients (IVD, DM)• LDL control in high risk patients (IVD, DM)

Page 34: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 35: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 36: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Other Decision Supports

• Order Sets

• Templates

• Adverse drug event alerts

• Data display and visualization

• Pricing and formulary information

Page 37: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

eMedNY

Allows treating physicians to access to their respective Medicaid patients’ Medication history at the point of care, at the time of treatment

Eliminates steps from the practice workflow by linking Medicaid Eligibility checking directly into eClinicalWorks’ practice management

Page 38: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 39: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 40: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.
Page 41: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

“Not Just Alerts”

• Practice workflow reorganization– Structured data collection – Registries and panel management– Alternative visit types– Team-based care– Case management– Patient education and self-management

Page 42: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Key Features

• Framework for comprehensive, but limited, set of evidence-based interventions

• Measure definition= CDSS trigger logic

• Incorporation of epidemiologic information

• Underpins a distributed query architecture

Page 43: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Future Directions

• Human-Computer interface optimization

• Extension of concepts to other EHRs

• Establish architecture for distributing new measures and order sets

• Extension to Public Health alerts and reporting

• Evaluation– AHRQ, NORC

Page 44: Clinical Decision Support A Population Health Approach Farzad Mostashari, MD, MSc NYC DOHMH fmostash@health.nyc.gov.

Provider Patient

Cough!

Step 1: EHR institution to public health agency – clinical encounters

IUFH

0.00

0.05

0.10

0.15

0.20

0.25

0.30

0.35

0.40

0.45

0.50

7/8/03 8/8/03 9/8/03 10/8/03 11/8/03 12/8/03 1/8/04 2/8/04 3/8/04 4/8/04 5/8/04 6/8/040.00

0.01

0.02

0.03

0.04

0.05

0.06

Step 2: Public health agency to EHR institution - epidemiologic awareness

NYCDOH

1

2

Practice Alert in EHR for age 18-45, relevant Sx/Dx, requests provider to do nasopharyngeal wash and call DOH for immediate pick-up and viral ID by DOH lab

DOH receives signal of outbreak of respiratory illness in young adults

Cough