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tinyurl.com/epiffany International Forum on Quality and Safety in Healthcare, 21-24 April 2015, ExCel London Using the ‘Team Sky’ approach to reduce medication errors among junior doctors Dr. Rakesh Patel NIHR Academic Clinical Lecturer in Medical Education, Department of Medical and Social Care Education, University of Leicester Honorary Specialist Registrar in Renal Medicine, University Hospitals of Leicester NHS Trust Dr. William Green Lecturer in Innovation, Operations and Knowledge Management School of Management, University of Leicester
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Page 1: Using the ‘Team Sky’ approach - BMJaws-cdn.internationalforum.bmj.com/pdfs/I6_RakeshPatel_WilliamGr… · BJCP 2012;75:2: 359-72. Prescribing •What is it? Prescribing •The

tinyurl.com/epiffany International Forum on Quality and Safety in Healthcare, 21-24 April 2015, ExCel London

Using the ‘Team Sky’ approach to reduce medication errors among junior doctors

Dr. Rakesh PatelNIHR Academic Clinical Lecturer in Medical Education, Department of Medical and Social Care Education, University of LeicesterHonorary Specialist Registrar in Renal Medicine, University Hospitals of Leicester NHS Trust

Dr. William GreenLecturer in Innovation, Operations and Knowledge ManagementSchool of Management, University of Leicester

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Thank you

• Health Education East Midlands

• University of Leicester

• University Hospitals of Leicester NHS Trust

• Leicester Kidney Patient Association

• Patient and Carer Community, Leeds Institute of Medical Education

• Pfizer Pharmaceuticals

• UpToDate®, Wolters Kluwer Health

• Lexicomp®, Wolters Kluwer Health

• BNF on Formulary Complete, Pharmaceutical Press

• StudioCode, StudiocodeBusiness Group

• Anova Technology Ltd

• Hark2

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Outline

• Case to contextualise and set the scene

• The wider problem of prescribing and patient safety

• Prescribing interventions

• EPIFFany

– Effective Prescribing Insight For the Future

• Discussion

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Background

• 72-year-old female

– ESRF on haemodialysis since 2006

– Left leg DVT – 15 years prior to presentation

– Type 2 diabetes

– Hypertension

– Hypothyroidism

– Hysteroscopy and polipectomy 1 week prior to admission

• 4 day history of shortness of breath and cough

– Yellow sputum

– Streaks of blood

– Left sided chest pain

• Fever at presentation but otherwise observation trends and examination was normal

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• Insert CXR image

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0

20

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140

26/06/2011 28/06/2011 30/06/2011 02/07/2011 04/07/2011 06/07/2011 08/07/2011 10/07/2011

Axi

s Ti

tle

Axis Title

BP SYSTOLIC

BP DIASTOLIC

HR

H

LJul 1 Jul 8

LJul 2 Jul 3 Jul 4 Jul 5 Jul 6 Jul 7Jun 30Jun 29Jun 28 Jul 9

CRP

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warfarin dose

8

7

6

5

4

3

2

1

Wed 15Jun 2011

Wed 22 Jul 1 Jul 15 Jul 22

INR PE on CT

Fistulogram5mg Vitamin K Fistuloplasty

1.0

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2.0

2.5

3.0

3.5

4.0

4.5

5.0

5.5

Jul 8

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Questions raised but never answered

1. Could the pulmonary embolus have been diagnosed earlier?

2. To what extent does the poor monitoring and maintainence of an appropriate INR constitute a prescribing error?

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Rationale

• Government pledge to reduce avoidable harm in the NHS from activities such as poor prescribing to save an extra 6000 lives each year

• The National Patient Safety Agency (NPSA) estimates avoidable harm from medication errors cost more than £750 million each year in England

• The GMC’s EQUIP study suggested junior doctors were more likely to make prescriptions errors compared to other healthcare professionals

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What is a prescribing error?

• “An unintentional significant (1) reduction in the probability of treatment being timely and effective or (2) increase in the risk of harm when compared with generally accepted practice1”

1. Dean B, Barber N, Schachter M. What is a prescribing error? Quality in Health Care. 2000 December 1, 2000;9(4):232-7.

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Prescribing errors

• Affect 7% of medication orders

• Contribute to 2% of patient days and 50% of hospital admissions1,2

1 Smith J. Building a Safer NHS for Patients: Improving Medication Safety. London: Department of Health, 2004.

http://webarchive.nationalarchives.gov.uk/20130107105354/http://www.dh.gov.uk/prod_consum_dh/groups/dh_digitalassets/@dh/@en/documents/digitalasset/dh_4084961.pdf

(19 February 2014, date last accessed).

2 Lewis P, Dornan T, Taylor D et al. Prevalence, incidence and nature of prescribing errors in hospital inpatients. Drug Safety 2009; 32: 379–89.

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Prescribing errors and junior doctors

• 124,260 prescriptions made by Foundation doctors across 19 hospitals over seven days contained 11,077 (8.9% of all prescriptions) errors1

– Foundation Year doctors were twice as likely as consultants to make a prescribing error

– New prescribers (i.e. nurses and pharmacists) had similar error rates to consultants

1. An in depth investigation into causes of prescribing errors by foundation trainees in relation to their medical education. The EQUIP Study, The General Medical Council 2009.

www.gmc-uk.org

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Interventions

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Interventions

Brennan, N; Mattick, K. A systematic review of educational interventions to change behaviour of prescribers in hospital settings, with a particular emphasis on new prescribers.

BJCP 2012;75:2: 359-72

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Prescribing

• What is it?

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Prescribing

• The task of writing or ordering a prescription

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Prescribing

• The skills necessary for completing prescribing tasks

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Prescribing

‘Prescribing’ is used to describe many related activities, including supply of prescription only medicines, prescribing medicines, devices and dressings on the NHS and advising patients on the purchase of over the counter medicines and other remedies. It may also be used to describe written information provided for patients (information prescriptions) or advice given1.

1. The General Medical Council. Good practice in prescribing and managing medicines and devices (2013)

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Prescribing

• The behaviours and environmental support required for safe prescribing

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Current perceived environmental support

• “I knew I should've looked it up cos I didn’t really know it, but I, I think I just convinced myself I knew I because I felt it was something that I should've known….because it is very easy to get caught up in, in being, you know, ‘Oh I'm a Doctor now, I know stuff,’ and with the pressure of people who are maybe, sort of, a little bit more senior than you thinking ‘what’s wrong with him…you don’t wannaalways be seen to be in, you know, ‘what’s the dose of paracetamol?’ Interviewee 2 (medical school H)

An in depth investigation into causes of prescribing errors by foundation trainees in relation to their medical education. The EQUIP Study, The General Medical Council 2009.

www.gmc-uk.org

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Current absence of safe behaviours associated with prescribing• The notion of ‘safety’ was conspicuous by its absence from

FY respondents’ discourses of their prescribing errors, the reported culture of their working environments, and the reported actions of other doctors1

• When lack of knowledge led to errors, those errors might have been prevented by better support in the working environment1

• ‘Just-in-time’ education in practical prescribing during the FY1 year, when offered, was valued by trainees and more would have been appreciated1

1. An in depth investigation into causes of prescribing errors by foundation trainees in relation to their medical education. The EQUIP Study, The General Medical Council 2009.

www.gmc-uk.org

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Aggregation of marginal gains

• A new age solution for an age old problem?

• “The whole principle came from the idea that if you broke down everything you could think of that goes into riding a bike, then improved it by 1%, you will get a significant increase when you put them all together”.

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Aggregation of marginal gains

Gastone Nencini (Italy) 1960 Bradley Wiggins (2012)

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Aggregation of marginal gains

• Wilhelm Steinitz described the gradual gain of advantages that are not decisive individually but collectively may be so

• Been considered in anaesthesia

• Improvements already made but where to go next?

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Human factors

• “Human Factors is the scientific discipline concerned with the understanding of interactions among humans & other elements of a system, & the profession that applies theory, principles, data & methods to design in order to optimise human well-being & overall system performance” (IEHF, UK)

• “Enhancing clinical performance through an understanding of the effects of teamwork, tasks, equipment, workspace, culture, organisation on human behaviour & abilities, & application of that knowledge in clinical settings” (CHFG, UK).

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Prescribing as a task

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Overview HistoryPhysical

ExaminationDifferential

diagnosisInvestigations Results Management

Prescribing as a situated task embedded in the process of clinical enquiry

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Prescribing as a situated task embedded in the clinical enquiry from the SRL perspective

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Prescribing as a situated task embedded in the clinical enquiry from the SRL perspective

Zimmerman BJ. Attaining self-regulation. A

social cognitive perspective. In: Boekaerts

M, Pintrich PR, Z eidner M, editors.

Handbook of self-regulation. San Diego, CA:

Academic Press; 2000. p. 13-39.

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Clinical Diagnostic Decision-Making

including Prescribing

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Clinical Diagnostic Decision-Making

Including Prescribing

Knowledge for the task

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Clinical Diagnostic Decision-Making

including Prescribing

Knowledge for the task

Skill: Gut feeling or a

more logical

approach

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Clinical Diagnostic Decision-Making

including Prescribing

Knowledge for the task

‘Self’ (Confidence Motivation)

Skill: Gut feeling or a

more logical

approach

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Clinical Diagnostic Decision-Making

including Prescribing

Knowledge for the task

‘Self’ (Confidence Motivation)

Self-regulation

of ‘Skill’

and ‘Self’

Skill: Gut feeling or a

more logical

approach

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Situated in context

Clinical Diagnostic Decision-Making

including Prescribing

Knowledge for the task

‘Self’ (Confidence Motivation)

Self-regulation

of ‘Skill’

and ‘Self’

Skill: Gut feeling or a

more logical

approach

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Situated in context

Clinical Diagnostic Decision-Making

including Prescribing

Knowledge for the task

‘Self’ (Confidence Motivation)

Self-regulation

of ‘Skill’

and ‘Self’

Skill: Gut feeling or a

more logical

approach

Authentic‘Real-life’

with sufficient challenge

Responsible‘Real’

decision to do

something

Patel R, Sandars, J. Carr, S. Clinical diagnostic decision-making in real life contexts: A trans-theoretical approach for teaching: AMEE Guide No. 95. 2014, 1–17, Early Online

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Teaching prescribing as a situated task embedded in the clinical enquiry from the SRL perspective

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1http://pixshark.com/zone-of-proximal-development-infographic.htm

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Planning &

Audit

Control Study - no interventionRotation cohort A

Intervention - Blended learningRotation cohort B

Analyses &

reporting

Feb - Mar Apr - Jul Aug - Nov Dec - Jan

Simulation

eLearning

Simulation

Clinical Decision Support

Face-to-face

Teaching and

Feedback

Simulation Simulation

Error rates, Error severity,

Medication error types

Error rates, Error severity,

Medication error types

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Planning &

Audit

Control Study - no interventionRotation cohort A

Intervention - Blended learningRotation cohort B

Analyses &

reporting

Feb - Mar Apr - Jul Aug - Nov Dec - Jan

Competence

Performance

Safe behaviours

and Attitudes

Change

Usefulness and usabilityFocus Group

Return on Investment

QALY

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Simulation

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Simulation

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eLearning

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Clinical Decision Support

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Face-to-face

Teaching and

Feedback

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CompetenceSignificant

change in the

competence of

junior doctors

for prescribing

from the start to

the end of the

rotation in the

intervention

group (p<0.05)

0

10

20

30

40

50

60

70

Case Notes at Start Case Notes at End Drug Charts at Start Drug Charts at End

Control Cohort

Intervention Cohort

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• 10,394 prescriptions across four wards on the renal unit over 8 months

• 368 (3.5% of all prescriptions) contained an error

Performance

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Performance

• 20,543 prescriptions across four wards on the renal unit over 8 months

• 542 (2.6% of all prescriptions) contained an error

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Antibacterial drugs, 108

Vitamins, 41

Minerals, 40

Analgesics, 35

Anaemias and some other blood disorders, 32

Drugs used in diabetes, 26

Drugs affecting the immune response, 19

Anticoagulants and protamine, 16

Corticosteroids and other anti-inflammatory preparations, 15

Drugs used in nausea and vertigo, 14

nitrates, calcium-channel blockers, and other antianginal drugs, 12

Antiepileptic drugs, 11

Lipid-regulating drugs, 10

Oral preparations for fluid and electrolyte imbalance, 9

Antisecretory drugs and mucosal protectants, 8

Antiviral drugs, 8

Hypnotics and anxiolytics, 8

Laxatives, 8

Phosphorous, 8

Antihistamines, hyposensitisation, and allergic emergencies, 7

Beta-adrenoceptor blocking drugs, 7

Bronchodilators, 7

Hypertension and heart failure, 7

Thyroid and antothyroid drugs, 7

Antiplatelet drugs, 6

Antispasmodics and other drugs altering gut motility, 5

Diuretics, 5

Nutritional supplements (non-disease specific), 5

Others, 59

Medication error categorised by class of drug as listed in the BNF

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Performance

15

9

7

4

3

1

7

4

9

4

1

00

2

4

6

8

10

12

14

16

FY1 FY2 Core Trainee Specialisttrainee

Consultant Nurse

Error Rate Per Prescriber

Control Cohort

Intervention Cohort

Significant

acceleration in

prescribing

performance of

novices in the

intervention

cohort

compared to

more

experienced

peers in the

control cohort

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Performance

162

148

50

1

71

98

12

0

20

40

60

80

100

120

140

160

180

Minor Significant Serious Lethal

Control Cohort

Intervention Cohort

Significant

reduction in the

errors across

categories of

severity across

all prescribers

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C

Face-to-Face

feedback

Clinician

D

Face-to-Face

Pharmacist

education

B*

eLearning &

mLearning

A

Simulation

Aug Sept Oct Nov Dec

AA C C

B*

DD

Engagement

Participated in both Simulations

High engager with CDS Attended two clinical feedback and education sessions

Attended two pharmacy feedback and education sessions

C

Face-to-Face

feedback

Clinician

D

Face-to-Face

Pharmacist

education

B*

eLearning &

mLearning

A

Simulation

Aug Sept Oct Nov Dec

AA C

B*

Engagement

Participated in both Simulations

Average engager with CDS

Attended one clinical feedback and education sessions

No pharmacy feedback and education sessions

It's really worth, I think, doing something like that, and going to

have some feedback from a specialist who can actually guide

you on what you have missed and you know... what you can

improve, brilliant... yeah

72% increase in drug chart

Performance 2 significant prescribing errors

Competence 7% increase in clinical notes

Safe behaviour change

Out performing FY1s, FY2s & CTs in the control group following ePIFFany

Competence, Performance & Safe Behaviour

34% decrease in drug chart

Performance 25 prescribing errors (6 minor, 17 significant, 2 serious)

Competence No change in clinical notes

Safe behaviour change

Under-performing compared to both the control and intervention groups following ePIFFany

Competence, Performance & Safe Behaviour

High-engagerLow-engager

High-performerLow-performer

Page 61: Using the ‘Team Sky’ approach - BMJaws-cdn.internationalforum.bmj.com/pdfs/I6_RakeshPatel_WilliamGr… · BJCP 2012;75:2: 359-72. Prescribing •What is it? Prescribing •The

“I've got a drug question I go to BNF... but if I've got a question about a condition I go to UpToDate... so... and then... the problem is though... I mean when you are working in a big Trust really... you should be following clinical guidelines that are available so... it's actually... I tend to actually go to the... Insite... and use that... but I find that [difficult] to use…”

“(I use) mostly BNF online (and) BNF paper copy...I’ve used UpToDate a few times…on the computer, but I don't use it as much, that often, to be honest”

High-engagerLow-engager

High-performerLow-performer

Page 62: Using the ‘Team Sky’ approach - BMJaws-cdn.internationalforum.bmj.com/pdfs/I6_RakeshPatel_WilliamGr… · BJCP 2012;75:2: 359-72. Prescribing •What is it? Prescribing •The

“I don’t what is was but the second group seemed better at greetings and goodbyes … A conversation with patients about their [medication] should have a beginning, middle and end. I know it’s a little thing but it makes a big difference”

Dr. Margaret Ince, Past Chair, Leicester Kidney Patients Association


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