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Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare ([email protected] ) August 22, 2006
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Page 1: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Using the Electronic Health Recordto Encourage Evidence-Based Practice

Jonathan S. Einbinder, MD, MPH

Partners HealthCare

([email protected])

August 22, 2006

Page 2: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Outline

Meeting information needs – the challenge

Potential of electronic health record (and cautions)

Partners HealthCare Signature Initiative• Smart Forms• Registries

Page 3: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

24 doctors and students observed

• 5 clinical questions per patient

• 74% concerned patient care

--Osheroff 1991

Library or

Journal

Synthesis

Medical Record

Patient care information needs in a teaching hospital

Page 4: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Usefulness of medical information

Usefulness = relevance x validity

work to access

--Shaughnessy, Slawson, Bennett 1994

Page 5: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

The role of technology (the $64 question)

How can informatics applications:

• identify information needs?

• provide useful information?

• change clinician behavior?

• change patient behavior?

Page 6: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

A good place to start is basic management of information to help us do things that we know we should do.

Make sure that patients reliably receive interventions known to be beneficial, leading to improved outcomes.

Page 7: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Getting past 55% performance…

-- EA McGlynn et al. NEJM 2003;348:2635-2645

Page 8: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Established patient care strategies are not used

Random sample of adults in 12 metro areas

Survey and medical records review

439 indicators of quality of care for 30 acute and chronic conditions, as well as preventive care

Key finding: Participants received 54.9% of recommended care

-- EA McGlynn et al. NEJM 2003;348:2635-2645

Page 9: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Impediments to using current best evidence in clinical practice

When to look for new evidence

Where to locate relevant information

How to synthesize it to determine optimal approach

--Haynes et al., JAMIA 1995

Technology (electronic health record) can facilitate effective use of information

Page 10: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Diabetes Population Management

Intervention: • “Novel” population management software (registry)• NP used weekly and emailed suggestions to PCPs.

Results: More testing (A1C and LDL) at intervention clinic. No significant effect for med prescription, LDL and A1C levels.

Grant et al. Diabetes Care 2004;27(10):2299-2305

But, consider the following examples:

Page 11: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

OnCall: Population Management for Diabetes

Page 12: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

OnCall: Population Management for Diabetes

Page 13: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Intervention: Evidence-based cardiac care suggestions, approved by a panel of local cardiologists and general internists, were displayed to physicians and pharmacists as they cared for enrolled patients. Results: The intervention had no effect on physicians' adherence to the care suggestions (23% for intervention patients versus 22% for controls).

Tierney et al. J Gen Intern Med. 2003;18(12):1060-1.

Computerized reminders for CHF/CAD

Page 14: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Computerized reminders for diabetes and CAD

Intervention: Computerized reminders.

Results: Diabetes reminders resulted in the recommended action in 19% of patients in the intervention group versus 14% of patients in the control group. Annual cholesterol testing HR 1.41, 95% CI 1.15–1.72• ACE inhibitors HR 1.42, 95% CI 0.94–2.14• Statin use – NS• Annual eye exam - NS

Sequist et al. J Am Med Inform Assoc. 2005;12:431–437.

Page 15: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

LMR Summary with diabetes reminders

Page 16: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Problem: Proven effective medical interventions are not uniformly applied across health care settings.

Goal: Set standards, improve clinical performance, and achieve national leadership levels of performance reliably across the system.

• Acute Myocardial Infarction (AMI)• Congestive Heart Failure (CHF)• Diabetes• Pneumonia • Smoking cessation

Partners Signature Initiative III Goals and Scope

Page 17: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

EMR Framework

Adoption

Get an EMRand use it

Adoption

Get an EMRand use it

Effective Use

Use key EMRfeatures fully

Effective Use

Use key EMRfeatures fully

Smart Use

Leverage EMR

decision support

Smart Use

Leverage EMR

decision support

Page 18: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Diabetes Decision Support Team

Goal: Increase the number of providers using and patients with diabetes being managed with standard evidence-based decision support.

How:• Develop and deploy an integrated suite of information

system tools to assist providers in caring for their diabetic patients. Specifically, this suite will include the Diabetes Smart Form, the Diabetes Registry, and the Diabetes Population Manager.

Page 19: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

What are Smart Forms?

Composite application for clinicians, combining documentation, orders, decision support• Use by clinician during an office visit• Support efficient workflow with decision support

Built upon a foundation of clinical applications and services• Data review• Documentation• Actionable decision support and orders

Page 20: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.
Page 21: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Decision Support: Highlights

Page 22: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Actionable decision support and orders

Page 23: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Smart Form origins

AHRQ Smart Forms and Quality Dashboards grant• 3 year, $1.2M project to evaluate Smart Forms for acute

respiratory infection (ARI) and coronary artery disease (CD) in a randomized trial

Signature Initiative 3• Potential of Smart Forms to promote adherence to evidence-

based guidelines for diabetes. Smart Form for diabetes will be evaluated in randomized trial, along with ARI and CAD.

Page 24: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Smart Forms: Clinical and Quality Opportunity

Address a critical obstacle to effective use of the EMR: integration of documentation and actionable decision-support in a streamlined workflow

Positively impact clinical processes and outcomes

Positively impact attainment of performance targets in reimbursement contracts

Provide mechanism to help achieve goals and objectives for patient safety, disease management, and trend management (in ambulatory care settings)

Page 25: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Knowledge Management: Current

Clinical Contentand

Guidelines

FunctionalKnowledge

Specification

For ARI, CAD, DM: Iterative, painstaking, manual process involving clinical sponsors, developers, analysts – shepherded by KM.

• Able to build first Smart Forms• Needs, issues became apparent• Knowledge Specification approach defined.

TechnicalKnowledge

Specification

CodesRulesTemplatesLogic

Page 26: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

Knowledge Management: Future

Over next year, infrastructure and processes will evolve: Tools•Concept Dictionary•Order Catalogue•Template Editors•Rule Editor

Processes•Guideline approval•Functional knowledge spec.•Technical knowledge spec.•Maintenance and updating

Clinical Contentand

Guidelines

FunctionalKnowledge

Specification

TechnicalKnowledge

Specification

CodesRulesTemplatesLogic

Page 27: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.
Page 28: Using the Electronic Health Record to Encourage Evidence-Based Practice Jonathan S. Einbinder, MD, MPH Partners HealthCare (jseinbinder@partners.org)jseinbinder@partners.org.

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