Title: HIMSS National Capital Area (NCA)
1 HIMSS National Capital Area (NCA)The Role
of Informatics in Improving Quality and Safety in
the Health Care Delivery System Key Bridge
Marriott Hotel, Rosslyn, VA 16 March 2011,
530-800 PM
- Robert E. Connors, FACHE, PMP
- MS in Information Systems Technology
- MHA, Healthcare Administration
- Executive Healthcare IT Manager and IPA
- Henry M. Jackson Foundation for the Advancement
of Military Medicine - U.S. Army Medical Research and Materiel Command
- Telemedicine and Advanced Technology Research
Center (TATRC) - Fort Detrick, MD
- Robert.Connors_at_tatrc.org
2- The Clinical Looking Glass Project
- A Civilian-Military Partnership to
Revolutionize Clinical Intelligence - http//exploreclg.montefiore.org/
3How Empowered Are Your Practitioners?
4Clinical Looking Glass What is it?
- Break-Through Clinical Intelligence Application
Developed By Emerging Health IT, Inc./Montefiore
Medical Center and In Use There - Loading of Clinical Looking Glass data repository
from EHR and other data - Ability to create user defined patient groups
quickly, i.e. All Medicare patients with CHF
with a diagnoses of diabetes within the last 6
months - User defines clinical outcomes of interest at
will (e.g., lab value within normal limits,
readmission, mortality) of a patient group - CLG searches for user-defined outcomes in
clinical data repository, sends data to
statistics engine, then presents user with study
results - CLG fully documents all criteria, statistical
methods and output
- QI studies are now executed in minutes, not
weeks.
5Clinical Looking Glass Story Themes
6Information Must Be Patient-Centric
Business-Centric Patient-Centric
How many admissions in 2008? How many individuals admitted in 2008?
How many empty beds? Whats average wait time for a bed?
How many hypertensive patients? How long does it take us to control hypertension?
How much do we spend on drug X? How many improved when on drug X?
What is our estimate of lost business? Who did we lose to follow-up?
7- Timeframes must be relative to an individuals
experience.
8Cohort Paradigm Patient-Centric
- Each individual starts therapy at different
timesrolling enrollment - Period of observation (e.g. for good lab value)
are different for each individual - Individual contra-indications taken into account
- Stop looking for outcome when patient is no
longer at risk. - Example Patients who die should not be followed
for good lab value.
9Practitioner Thinking Is Already Patient-Centric
- Doctors and nurses are trained to think from this
perspective - For example epidemiology studies, clinical
literature - Medical institutions need to nurture and leverage
their creative intellectual capacity - Clinicians need the flexibility to explore with
ad hoc questions for Quality Improvement,
Research, and Education.
10Accountable Care Demands
- Evaluate success for each patient using metrics
achieved within a defined time after the
patients own start time - Create Patient Cohorts with a unique index date
(start time) for each patient when he became
eligible for intervention - Evaluate institutions and practitioners by how
they manage their cohorts over time
11Cohort Paradigm Patient-Centric
- Each individual starts therapy at different
timesrolling enrollment - Period of observation (e.g. for good lab value)
are different for each individual - Individual contra-indications taken into account
- Stop looking for outcome when patient is no
longer at risk. - Example Patients who die should not be followed
for good lab value.
12Practitioner Thinking Is Already Patient-Centric
- Doctors and nurses are trained to think from this
perspective - For example epidemiology studies, clinical
literature - Medical institutions need to nurture and leverage
their creative intellectual capacity - Clinicians need the flexibility to explore with
ad hoc questions for Quality Improvement,
Research, and Education.
13Analytic Steps
- Create a cohort
- Patients seen in three outpatient clinics with a
HgbA1c of gt9 - Define patients w/ Good and Bad outcomes
- Identify as Good those patients who achieve a
HgbA1c of 0-7 - Identify as Bad those Patients who achieve of
HgbA1c of 9-25 - Compare the hospitalization experience of the two
groups over the ensuing year
14Overall Vision of Healthcare Market - Direction
- Movement away from Fee For Service to
Longitudinal Responsibility for the Patient - CMS - Pay for Performance (P4P)
- Stimulus Funds for Research, HIE/RHIOs and
EMRs - Movement toward Universal Health Care Insurance
Coverage - Patient Centric Medical Home
15Who are the Constituencies? The Ultimate Market?
- Classically
- Insurance companies classic utilization review
(so 1980s) - The Future
- Clinicians
- Patient Remediation Management (a new concept and
core to cost effective care), - Physician Education
- Administrators
- Concierge oversight of delivery of care
- Nurses
- Quality Improvement Professionals
- Health care delivery systems to supervise and
improve longitudinal care delivery and
coordination - Immediate customers DOD, VA, Kaiser, HHS?, FDA?
- Ultimate customers all patients in single payer
system. - Patients themselves might query what is going
to happen to a patient like me (mortality
complications what if scenarios bp,
cholesterol..) -
16Why Is Montefiore confident that the market is
moving in CLGs direction?
- CMS pay for performance (primitive but a start)
- JCAHO standards speak to this longitudinal
oversight responsibility - American Board Internal Medicine expects MD to
review their own patient charts and learn from
errors required part of Recertification - American College of Graduate Medical Education
- Obama administration emphasis on effectiveness
research and importantly continuing the Bush
administrations emphasis on the centrality of
the electronic medical record to obtain value at
an affordable cost.
17What are the nuances between healthcare
information technology management, clinical
informatics, and biomedical informatics?
- My perspective We dont need to dwell on this
too much, but. - Healthcare Information Technology Management is
not the same as Clinical or Biomedical
Informatics - Information Technology Hardware and Software
- Clinical Informatics is about using information
technology to help improve healthcare access,
availablity, acceptability, cost-effectiveness,
continuity and quality. (3A2CQ) - Clinical Informaticists must first understand the
practice of medicine and business of healthcare
delivery, then understand how to apply technology
to improving that business - Healthcare CIOs have typically failed because
they dont understand the practice of medicine,
and have been too focused on technological
issues. Successful CIOS act as true clinical
informaticists and must understand what outcomes
are possible, given an investment in IT - Hence, the evolution of new roles CIO versus
CTO versus CKO versus CMIO, etc. CAIO? CNIO?
CFIO?
18What are the nuances between healthcare
information technology management, clinical
informatics, and biomedical informatics?,
continued
- Traditional clinical informatics involves the
application of technologies to improve the
capture, use, distribution, and storage of
inpatient admissions and clinical encounters - Biomedical Informatics is more involved with the
application of technologies to improving life
sciences processes, proteomics, genomics,
pharmacovigilance, post-marketing drug
surveillance, and the research surrounding the
fundamental causes of disease - Given the move to personalized medicine,
proteomic and genomic information will merge with
traditional clinical encounter and inpatient
observation documentations in the Electronic
Health Record, demanding new data models that
account for combined data - Semantic web technologies may be able to help
mediate terminology differences between
traditional EHR and life sciences data (i.e.
Mirhaji/Kashyaps work) - Predictive modeling and data mining are important
technologies used by both clinical and biomedical
informaticists
19Patient Trajectory
- Business Intelligence Tools (BI) use Timeframes
such as calendar year, quarterly - BI tools Slice and dice events in calendar time
but give no sense of the patients temporal
trajectory experience
20Patient-Centric Cohort is Key Concept
1/1/2005
1/1/2007
1/1/2006
Patient
0
1
Diabetes Control
0
2
0
index date
0
3
(EG start therapy)
0
4
0
5
0
6
0
7
0
8
0
9
0
10
4 / 10 40
What of new diabetic patients were controlled
in the year 2005?
21Cohort Concept (cont)
Enrollment
2 Years
1 Year
Patient
Diabetes Control
0
3
0
index date
0
8
(EG start therapy)
0
9
0
1
outcome
0
4
(EG achieve lab value)
0
7
0
patient experience
0
5
0
10
0
2
(same data, re-sorted)
0
6
5 / 10 50
What of new diabetic patients were controlled
within 1 year?
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30- We have more than
- a report card
31- We have a tool for
- targeted remediation
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33Identify Failing Patients and their Providers
34Object Oriented Design Philosophy
- The Output for the first analysis becomes the
input for the next supporting rapid chains of
sequential discovery - Each analysis creates reusable objects for reuse,
modification, and sharing with colleagues
supporting an adaptive intellectual ecosystem
35Comparing Hospitalization Rates for Diabetics
- Diabetics brought under good control
- vs.
- Diabetics who achieve awful control
36Analytic Steps
- Create a cohort
- Patients seen in three outpatient clinics with a
HgbA1c of gt9 - Define patients w/ Good and Bad outcomes
- Identify as Good those patients who achieve a
HgbA1c of 0-7 - Identify as Bad those Patients who achieve of
HgbA1c of 9-25 - Compare the hospitalization experience of the two
groups over the ensuing year
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39Impact of Good Diabetes Management
- A reduction of almost 1/3
- in hospitalizations
40Benefits of Clinical Looking Glass
- Monitor efficiency of our processes
- Monitor the quality of the outcome
- Provide report Cards
- Provide a tool for ongoing QI
- Identify areas of focus
- Track those patients over time
- Analyze processes and results
- Target remediation for improvement of care
- Over longer term,
- Rationalize the evaluation of care and
- Bring down true costs
41CLG SOA Integrated Architecture
42The DOD-Clinical Looking Glass Project
- Congressional Special Interest Project and DOD
Joint Program Committee for Healthcare IT
Research Project - Research Objectives
- Technological Assessment to determine if Clinical
Looking Glass clinical intelligence tool in use
at Montefiore Medical Center, can be used with
Military Health System (MHS) data - Test scalability
- Evaluate clinician response to usability for
quality assurance and patient remediation issues - Use in actual QA and research studies (Medical
Home)
43The DOD-Clinical Looking Glass Project, continued
- Phase I (complete)
- Developed Clinical Looking Glass Platform with
de-identified clinical data from National Capital
Area - Demonstrated platform to hundreds of clinicians
and executives with very favorable clinician
reviews - Worked through Institutional Review Board, Data
Use Agreements, HIPAA requirements
44The Clinical Looking Glass Project, continued
- Phase II (underway)
- Establishing platform with live PHI data supplied
from new USAF Health Data Services Warehouse - Re-engineering application to make it comply with
all DOD Security Requirements - CAC-enabling access to the application
- Working on alternative bolt-on application to
existing Military Health System (MHS) data
warehouses, versus mapping of data from warehouse
to Clinical Looking Glass - Assessing scalability of application to the size
of the MHS using Teradata, Netzeeza, and cloud
computing - Will make application available for continued
evaluation by clinicians at Walter Reed National
Military Medical Center
45Project Funding
- Total Research Funding To Date is 5.8 million
- FY 06, 08, 09, and 10 Congressional Special
Interest Funding - FY 10 Department of Defense Joint Program
Committee for Healthcare IT Research Funding - Oversight by U.S. Army TATRC, USAF, USN SPAWARS,
and DOD JPC for Healthcare IT
46What is the IT Impact on 3A2CQ?
- Seek technologies that can help improve
healthcare - Availability
- Acessibility
- Acceptability
- Cost-Effectiveness
- Continuity
- Quality
- If no potential for3A2CQ, dont invest in it!
Clinical Looking Glass is About Promoting All
Of These !
47Points of Contact
- Robert E. Connors, FACHE, PMP
- Executive Healthcare Manager and IPA
- Henry M. Jackson Foundation for the Advancement
of Military Medicine working at U.S. Army
Telemedicine and Advanced Technology Research
Center - Robert.Connors_at_tatrc.org
- (571) 308-9534 (Google Voice Forwards
Automatically To Apple iPhone, Work, and Home) - Eran Bellin, MD
- Vice President
- Clinical IT Research and Development Emerging
Health Information Technology Department Outcomes
Analysis and Decision Support - Montefiore Medical Center
- ebellin_at_emerginghealthit.com
48Questions?
49Backup
50Clinical Looking Glass Was Developed By
Montefiore Medical Center and Is In Use There
- Large Urban Medical Center (Bronx, New York)
- 4 Hospitals, 1491 beds
- 94,000 Discharges
- 280,000 Emergency Department Visits
- 21 Clinics , 2 Million Clinic Visits
- 150,000 Covered Lives Through IPA
- Chronic Disease Treatment and Prevention
Challenges - Asthma
- Diabetes
- HIV
- Heart Disease
51Clinical Looking Glass At Montefiore Medical
Center
- More than 500 users 700 trained
- 2800 analytics run per month
- 25 QA projects
- More than 50 IRB projects
- Training in CLG is now a mandatory part of a MMC
Medical Resident - Education/Research - Publishing of papers around
asthma, HIV and ER treatment of the elderly
52CLG Track Record
- Hundreds of active users
- Dozens of manuscripts citing CLG
- Grants
- Required QI rotation for medical students and
residents - (Albert Einstein College of Medicine)
- US patent
- Dept of Defense
53Clinical Looking Glass At Montefiore Medical
Center, continued
- Examples and Success Stories
- CLG used to monitor success of use Chronic Care
Model in treatment of diabetics. - CLG used to monitor effectiveness of use of
hospitalists to reduce Length of Stay of
Inpatient admissions. Study found use of
hospitalists could reduce LOS while not adversely
affecting readmission of mortality. - CLG used to provide mandatory reporting to State
agencies and to drive performance improvements in
treatment of chronic disease in a large
outpatient clinic in the South Bronx.
54Differentiators
- Longitudinal cohort
- Multi-group comparison
- Transparent study criteria for replication/refinem
ent - Statistics to guide inference
- Sophisticated group and outcome definition
- unlimited temporal relationships
- mixed logical operators (and/or/not)
- event combinations as outcome
- Analytic methods borne of the years of need
- HIPAA safe discovery / audited re-identification
55The Military Health System (MHS)
- One of the worlds largest integrated healthcare
delivery systems - Responsible for delivering high quality,
cost-effective healthcare to 9.6 million eligible
beneficiaries - Operates 720 fixed medical and dental treatment
facilities - Pays for civilian care delivered through TRICARE
Prime, Extra, and Standard - Coordinates care with VHA
56U.S. Army Medical Research and Materiel
Command Telemedicine and Advanced Technology
Research Center (TATRC) Fulfilling the Vision
Thru RD
Mission
Explore science and engineering technologies
ahead of programmed research, leveraging other
programs to maximize benefits to military medicine
Vision
Be the DoD model of government enablement of
technology transfer to use
2010
57TATRC Portfolios
U.S. Army TATRC Portfolios
Joint Technical Coordinating Group
58TATRC Health Information Technology GroupProject
Categorization
- Acquisition and Access to Data
- Analysis-Execution (CLG Fits Here)
- Distribution-Portability
- Representation and Visualization
- Archive and Retrieval
- Interoperability and Standards
59TATRC Health Information Technologies (HIT) Group
- Past Three Years
- 81M in Emerging HIT Research Projects
- 31 Congressional Special Interest
- 18 Small Business Innovative Research and TATRC
Augmentation-Funded - 8 Army Advanced Medical Technology Initiatives
- 3 Cooperative Research and Development Agreements
(CRADAs)
CLINICAL LOOKING GLASS PROJECT HAS SIGNIFICANT
POTENTIAL FOR IMPROVING MILITARY HEALTHCARE
OUTCOMES
60TATRC Health Information Technology Group
Partnerships (Partial)
- Google
- Microsoft
- McKesson/Relay Health
- IBM
- GE
- Mysis/Allscripts
- Unisys
- Metadata, Inc.
- Nuance, Inc.
- Moberg Research
- DocBox
- Braun Systems, Inc.
- InRange Systems
- Intersystems, Inc.
- Open Health Tools
- VA and VHA
- HHS ONC for Healthcare IT
- CDC, NIH, Homeland Security
- Kaiser Permanente
- Regenstrief Institute
- Partners Healthcare
- CIMIT
- Cleveland Clinic
- Mayo Clinic
- Montefiore Medical Center
- Intermountain Healthcare
- University of Utah
- University of Texas Medical Center, Houston
- Grady Memorial Hospital, Atlanta, GA
- Childrens Hospital, Oakland
- Spartanburg Regional Health System
- CareFx
- Parsons The New School of Design
- Collexis, Inc.
61Many TATRC Research Projects Support Advanced
Concept Demonstration for the Nationwide Health
Information Network (NHIN)