Data-driven Approaches to Clinical Outcomes Analysis Using EMR
EMR as a Platform for Clinical Transformation€¦ · in all diabetes care clinical areas 5....
Transcript of EMR as a Platform for Clinical Transformation€¦ · in all diabetes care clinical areas 5....
EMR as a Platform for Clinical
Transformation
Dr Vinod Patel MD for the
Integrated Diabetes Team
George Eliot NHS Hospital
HIC16 - 26 July, 2016
Twitter: @vinodpatel12345
Overview of Talk
• The Burden of Diabetes Care and
National Health Services
• ‘Alphabet Strategy’ for Diabetes Care:
The What, Why and How
• The EMR Solution: Development and
Implementation
• Lessons learnt
• Conclusions and What next?
26 July, 2016 | Dr Vinod Patel 2
Twitter: @vinodpatel12345
The Global Burden of Diabetes
DIABETES IN AUSTRALIA
• 1,079, 600 (6.3% of the 20-79 popn.)
• Cost per patient $7,652 USD; 6,342 deaths pa
• Fastest growing chronic condition
DIABETES IN NEW ZEALAND
• 285,900 (9.1% of the 20-79 popn.)
• Cost per patient $4,962 USD; 1,778 deaths pa
• Fastest growing chronic condition
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The Cost of Diabetes
$14.6
billionEstimated total annual cost
impact in Australia (AUD)
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Diabetes Care: The Complications
Nephropathy16%-30% of all new patients
needing renal replacement
therapy
Heart Disease and StrokeIncreased risk of CHD and Stroke, 75% have
hypertension
Foot problemsCommonest cause of non-
traumatic amputation
NICE Diabetes Guidelines 2015 CG38 .
RetinopathyMost common cause of blindness
in people of working age
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Intensive Conventional
Advice Standard Standard
Blood Pressure 131 / 73 146/78
Cholesterol TC 3.5 mmol/l
LDL 1.8 mmol/l
5mmol/l
Diabetes Control :
HbA1c%
7.9% 9%
Eyes Annually Annually
Feet Annually Annually
Guardians : aspirin,
ACEI / AIIA
All on ACE-I
Statins 85% 22%
NEJM 2008
Intensive Steno-2 targets achievedsame as NICE targets
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Steno-2 : Conclusion
“ A target driven, long-term, intensified intervention aimed at
multiple risk factors in patients with type 2 diabetes and
microalbuminuria reduces the risk of cardiovascular and
microvascular events by about 50%.”
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What we do in Healthcare?
Evidence Base
Action Plan
Healthcare Professional
& Patient Education Better Outcomes
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The Alphabet Strategy
Diabetes Care ‘Checklist’
An evidenced based approach for health
care professionals and patients for reducing
complications and facilitating cost
efficiencies in health economies
• Advice: weight, smoking, exercise
• Blood pressure: target
• Cholesterol: target
• Diabetes control: target
• Eyes: annual check
• Feet: daily check. annually by Health Professional
• Guardian drugs: protective drugs e.g. aspirin
The GAIA Study: Global Alphabet Strategy Implementation Audit
• This study collected audit data on 4537 patients in 52 Diabetes
Centres in 32 countries in all the main continents
• 71% of HCPs and over 80% of patients felt that the paper version of
the Alphabet Strategy could be improved and improve patient care
IDF 200826 July, 2016 | Dr Vinod Patel 10
POETIC Vision for Effective, Safe and Efficient Healthcare
Patient-centred, Public Health-Driven, Professionally inspired
Outcomes-clear: What is it that we desire to achieve and why?
Cost efficient, but clinically governed
Audit-informed, research will be desirable
Multidisciplinary, well-trained, validated
Primary, secondary care, schools, community, councils, workplace
Patient-centred:
Evidence-based:
Team orientated:
Integrated:
Cost-effective:
P
O
E
T
I
C
Source: Vinod Patel and John Morrissey, Warwick Medical School/George Eliot Hospital NHS Trust
‘POETIC’ framework for generic success factors in long term healthcare
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Challenges
1. Variable methods for capturing patient and service information Lorenzo, Paper, Review, Insignia
2. Medical records: service had its own medical records that were not shared with the rest
of the Trust and vice versa
3. Data capture: non-standardised and duplicated across variety of paper forms
4. Administrative activities: labour intensive especially letters to GPs and patients
5. Clinical handover to internal and external staff was manual and labour intensive
6. Coding: attendances not always accurately coded with potential impact on revenue
7. National reporting data for was extracted manually e.g. referral to treatment time, audit
8. Research data recorded manually and difficult to manage and monitor
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Objectives of the Medical Pilot
1. Clinical information: capture electronically in Lorenzo to improve service efficiency, quality
and patient safety
2. Standardise clinical practice: ways of working so that information is captured and can be
reported on in a consistent manner
3. Diabetes as an exemplar service for demonstrating improvements in clinical processes
through the use of Lorenzo and a template for rolling out clinical functionality in the Trust
4. Standardise data capture and access: reuse processes, solution, forms and assessments
in all diabetes care clinical areas
5. Structured data to enable reuse, reporting, research, clinical audits and decision support in
the future
6. Patient education: using the EMR platform to uniquely record care plans, patient education
delivery and recording e.g. driving, pregnancy planning advice
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Current and Future State Process Flows
Developed by
Tas Hind (Clinical
Enablement, CSC)
and the GEH Diabetes
Care Team
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Diabetes Clinical ChartAssessment, Correspondence and Leaflets Tab
Developed by
Suki Sembi (IT
analyst/form
creator) and the
GEH Diabetes Care
Team
Solution: CSC Lorenzo EMR
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iDEAIntegrated Diabetes Education and Academic Research Form
Solution: CSC Lorenzo EMR26 July, 2016 | Dr Vinod Patel 24
Form sections
Guardian
Current medication
Solution: CSC Lorenzo EMR
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Form sections
Investigation, Assessment & Management Plan
Research
Solution: CSC Lorenzo EMR
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National Diabetes Audit 2016 Report
• Largest diabetes audit in world:
England and Wales, »1 800 000
records, 70% of the Diabetes
population
• 8 Care processes (NICE): weight,
BP, HbA1c, Urine Albumin Creatinine
ratio (UACR), cholesterol, feet
screening, smoking status and advice
• 2003: All 9 Care Bundle Processes:
8.1% in type 2, 6.8% in Type 1
Type 1
(10%)
Type 2
(90%)
All 8 Processes 38.7% 58.7%
HbA1c% ≤ 7.5 29.9% 66.1%
Cholesterol < 5 mmol/l 76.4% 74.2%
BP ≤ 140/80 71.3% 77.5%
All Targets 18.9% 41.0%
On average only 1 in 5 are reaching targets
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National Diabetes Audit
Created manually once a year
Able to create
audit report
and review
the data daily
at the press of
a button
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Benefits
• Clinical information is now captured electronically in clinic by the consultants.
• Information captured for each patient is closely aligned to the best practice alphabet strategy
• The electronic information is instantly available to nurses and any other clinician
• Medical secretaries no longer type letters and input data manually
• Letters to GPs and patients can be sent immediately following consultation
• Real time audit on why the patient attends the clinic
• Easy access to patients who express an interest in taking part in clinical research
• Ability to continuously improve the clinical form
• This implementation has proven to be an exemplar for the Trust
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Benefits in Numbers
Improved adherence to National Diabetes Audit parameters and
Alphabet Strategy Clinical Pathway: from 60% to 90-100%
Less time to complete GP, patient other supporting documentation
Less time to collect data for clinical audits
Less time to collect data for research
Less time to collect data for national clinical statistics
85%
33%
75%
50%
50%
n = 1000+ cases
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Any trust that has Lorenzo will have the ability to
implement the same approach in their organisations. We
are keen to share the learning, and trusts that already
have Lorenzo, or trusts that are in process of
implementing Lorenzo or thinking of deploying it, are very
welcome to visit us and to view the pilot first hand.
Dr Ponnusamy Saravanan
Associate clinical professor and honorary consultant physician in diabetes,
endocrinology and metabolism
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Lessons Learnt
Considerations:
• Don’t underestimate time needed to
define requirements and develop
forms
• Focus on incremental improvement
• Clinician leadership and team
engagement
• Strong project management is vital
Keys to success:
• Senior level support and sponsorship
• Clinical support and engagement
• Leadership from both nursing and clinical staff
• Strong teamwork between CSC and Trust
• Observe how nurses and clinicians work
• First prototype and trial solution in the department
• Effective staff training, communication and
knowledge transfer
• Lorenzo know-how and access to technical support
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What next?
Medical OP and IP Medical?• Accident and Emergency
• Audiology
• Cardiology
• Chronic fatigue
• Chronic pain
• Diabetes
• Endocrinology
• Gastroenterology
• Geriatric medicine
• Ophthalmology
• Respiratory care
Surgical OP and IP Surgery• Breast care
• Colorectal
• Maxillo facial
• Neurosurgery
• Oncology
• Orthopaedics
• Urology
• Vascular
Women’s and
Children’s OP and IP Medical?
• Gynaecology
• Obstetric
• Paediatrics
• Diagnostic and therapeutic
• Cardio respiratory unit
• Clinical psychology
• Occupational therapy
• Pharmacy
• Physiotherapy
Community all OP?• Blue Sky Sexual Assault Referral
Centre
• Camp Hill Health Centre
• The Chaucers Surgery
• Coventry and Warwickshire TB
Service
• Genitourinary Medicine (GUM)
• Leicester Road Surgery
• Leicester Urgent Care Centre
• Nuneaton and Bedworth Health and
• Wellbeing Service
• Satis House Surgery
• Warwickshire Community Dental
Service
• Warwickshire Stop Smoking Service
Phase II
• Optimise referral management
• Telemedicine
• Endocrine and Chronic Fatigue
Syndrome Clinics
• Diabetes in pregnancy, pre-
pregnancy care, structured
education programme
• Integration with dictation devices
• Real time clinical audit dashboard
• Main A&E Majors and Minors
Phase III
• All Medical OP Departments
(Cardio, Stroke …)
• Integration with GPs
Phase IV
• All Women’s and Children’s
• All Community
Phase V
• All Surgical
• End-to-End Pathways
• ED, AMU
• OP, Pre-Op, Surgery
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EMR as a Platform for Clinical TransformationThank you | Any Questions?
26 July, 2016 | Dr Vinod Patel 43Twitter: @vinodpatel12345
Community Wide Impact
Level Target Group
1: Community Prevention Entire Local Population
2: Pre-Diabetic Screening At risk groups within the local population
3: Early Diagnosis Pre-diabetic population, Known impaired glucose tolerance, newly diagnosed DM
4: Forging Foundations Newly diagnosed: excellent care from start focus on lifestyle, experience, outcomes,
concordance, preventing complications
5: Rolling Review 5A: Well controlled with few risk factors to manage. Achieving high quality care parameters
5B: Complicated, higher risk or psychological or social issues affecting engagement with high
quality care
6: Early Escalation Uncontrolled clinical and social factors at high risk of complications, admission or morbidity. e.g.
hypertension, poor concordance, poor glycaemic control
7: Curbing Complications 7A: Patients with known complications/conditions: e.g. pregnancy, concurrent illness, planned
surgery
7B: Patients with unpredictable complications: reaction s to medications, poly pharmacy
8: Avoidable Admissions Hypoglycaemia, DKA, Foot ulceration and infection,
9: Unavoidable Admissions Patients with advanced disease and complications: acute coronary syndromes, stroke,
amputation , nephropathy, neuropathy
10: Rationalised Long Term Care Patients with co-morbidities not amenable to treatment: end-stage renal disease, review of
medications, end-of-life care
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