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Con Identifying and Measuring Radiography Ordering Errors Using a Web-Based Event Reporting Tool and RIS to Analyze Errors and Identify Opportunities for Improvement Stacy R. Schultz, BA, Karl N. Krecke, MD, Michelle R. Nordland, RT(R)(M), Toni R. Fabian, RT(R), Deborah A. Ritten, RT(R), Tamara J. Schmidt, RT(R) Department of Radiology Mayo Clinic, Rochester, MN © 2013 Mayo Foundation for Medical Education and Research 2010 Sigma Level 37,888 Ortho exams ordered 264 corrected orders 10 actual wrong radiographs (4.8 sigma) Conclusion & Lessons Learned 1. Stable order error rate of 3.5% 2. Radiology work flow "time out" process reduces actual rate to 0.04% 3. Cost of in-process error correction is low at a mean $3,250 per year 4. Providers with a high volume of orders appear to have better accuracy Future Opportunities 1. Delegated ordering appears to increase order errors 2. Ordering providers statistics suggest opportunity to find "best practice" Technologist Time Corrected exams 2010 - 2011 - 1,948 corrected cases - 5 avg minutes to investigate and correct discrepancy - $0.67 avg tech compensation per minute - $3,250 assuring correct exam per year Measure Phase Pareto Chart 2010 Inaccurate Outpatient Orders by Ordering Department 0 20 40 60 80 Ortho Ortho-hand PCIM GIM-MA Neuro GI CV Urol Rheu PMR FM GIM-BA Surg-NS Prev PD-BA3 ONCL HEM ENT Occurrences # of Exams Cumulative (%) % of total 75 29 9 9 8 8 8 7 7 7 7 6 5 4 4 4 4 4 37 51 55 60 63 67 71 75 78 81 85 88 90 92 94 96 98 100 37 14 4 4 4 4 4 3 3 3 3 3 2 2 2 2 2 2 120 100 80 60 40 20 0 Quantity Cumulative Cumulative (%) Ortho Orders by Body Part 0 5 10 15 20 25 30 Knee Hip Spine Hip-ankle Hand Shoulder Elbow Hand-thumb Wrist Foot and ankle Ankle Foot Hand-finger Hand and wrist Pelvis Clavicle Femur Chest Finger Foot-toe Forearm Sacrum/cocyx Inaccurate orders events Histogram 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 1/31/2010 2/28/2010 3/31/2010 4/30/2010 5/31/2010 6/30/2010 7/31/2010 8/31/2010 9/30/2010 10/31/2010 11/30/2010 12/31/2010 1/31/2011 2/28/2011 3/31/2011 4/30/2011 5/31/2011 6/30/2011 7/31/2011 8/31/2011 9/30/2011 10/31/2011 11/30/2011 12/31/2011 Error rate General Radiology Corrected Orders January 2010-December 2011: Hips/Knees UCL=4.89 UCL=4.55 CTL=3.28 LCL=2.01 CTL=3.49 LCL=2.10 Control Chart Order Discrepancy Corrected Order Data Collection Sheet January 20 – February 2 Date Clinic Number Recognition Time Question(s) Solved Time Modification Notes: Note Examples: What issues did you encounter, who did you speak to, how many phone calls did you need to make? Check Sheet 2010 Inaccurate Orders Proxied Orders Direct physician order entry 39% Delegated order entry 61% Corrected Outpatient Hip/Knee Orders by Ordering Provider 2010-2011 0 500 1,000 1,500 2,000 1 2 3 4 5 6 7 8 9 10 11 12 Orders 2010 correted orders 2010 total ordered 2011 correted orders 2011 total ordered Ordering Provider Graph suggests opportunities to investigate existing best practices for order accuracy and this material has been passed along to our colleagues Purpose Performing the correct examination is a fundamental goal in good patient care. Our internal voluntary Safety Event Reporting Form (SERF) indicated an opportunity for improvement in accurate ordering of radiographic exams. We sought to understand the nature and severity of this problem, assess opportunities for change, and implement change where appropriate. Define Phase (partial snapshots) Adjust use and rigor to the size, scope, and complexity of your projects Mayo Clinic Enterprise Project Management Standards Preliminary Proposal – Template with Instructions Project Name: Incorrect Order Reduction – General Diagnostic Brief Project Description (What will this project do?) (255 characters): The purpose of this project is to reduce the number of errors in ordering Radiology exams. To be completed during Project Approval Process Portfolio: Program: Project Number: Project Priority No: Project Interdependencies and Interrelationships(List key interdependencies with shared services, interfaces, implementation, and other projects or on-going Operational activities) - Project Size: ___ Small X Medium ___Large ___ Mega Link to Project Sizing Document Business Need (Problem or Opportunity Statement / Background of Need) (Background information and specific problem, issues or opportunities that are being addressed, implication of not proceeding with this project. Is there a required timeline to realize the benefits? Is there a financial return, revenue stream increase?) In 2010, the Department of Radiology had a total of 1537 Safety Event Report Forms (SERF) submitted to the Radiology Quality Office. Of the SERF’s submitted, 629 (40%) were for inappropriate exam. Of the 629 inappropriate exam SERF’s, 474 (75%) were for error in ordering. Further analysis was done on “errors in ordering” which showed 256 SERF reported for the Downtown/RMH campus. In addition, 198 of the 256 were reported by General Diagnostic and of those errors in ordering, 111 were ordered by the Department of Orthopedics (of which 89% were proxy orders). Business Value Impact Transform the business: Generates new business opportunities that dramatically enhance our mission and strategic direction and position Mayo competitively for the future. Grow the business: Creates growth or improvements in current services and business areas. Run the business: Maintains current operations through efforts focused on basic infrastructure and regulatory compliance. Business Value (choose only one): ___ Transform Grow XRun Brief Description of Business value (how transform, grow, or run): Decreasing errors will reduce waste, rework and increase patient safety. Project Value– Quantitative and Qualitative Metrics of Success Critical Success Factor (CSF) (an objective that must be me in order for the project to be considered successful). Objective (includes internal and external customer goals/expected benefits, limit number of objectives to the top 5) Metrics/Measurements (Performance, process & counterbalance metrics when applicable; correlate to Balanced Scorecard when applicable) CSF? (Y/N) 1. Reduce errors Reported SERF’s Yes 2. Educate ordering providers Feedback No Charter Information Systems Orders97>MSS>MICS>Synthesis>RIMS>QR PCIL>ROMS (Room Occupancy Mgmt System)>PV Phone>Fax>Scanners>Printers Patient Correspondence Service (PCS Request for radiographic images Objective to Reduce Errors in Orders OREO Initiative General Diagnostic Radiology/Orthopedics VSM Current state (Dec 2011) 2 Schedule Appt - Enter information into Orders 97 - Print EMSR - Scan EMSR into MSS to schedule (this then goes into RIMS with a “pending” in QREADS) - PAC manually enters Left/Right/ Both - PCS letter and PAG is generated Variation: - 1 Appt Req (new) -Appt request rec’d -MD reviews to establish plan - Dictates note or completes Appt Req Form with plan or states per protocol Variation: Rec’d by phone call, or Dear Dr. Mayo I A - PAC waits for completion of Appt Req Form I I I 1 Appt Req (existing future) - >3 mos PAC retrieves request from tickler file - Review info from OSS/CLAM, Secy - Checks for routine follow up or Post-Op Recheck Variation: w/i 3 mos - Day of appt CA will schedule if Notes: - Cannot cancel or change order if exam is scheduled without canceling what has been scheduled - PACs are told to “do what we did last time” while order was not updated nor was order flagged that order and completed exam are not the same B - Pt waits for appt 3a Pt Checks In @ Gonda 14S -PSR checks pt in PCIL - Waiting -Gives the pt a pager -PCIL Ticket is printed at Rad PSR desk Variation: C - Pt is asked to sit in N lobby 3b Radiology Desk -PSR retrieves PCIL ticket - Arrives pt in RIMS -Prepares a packet Variation: 4 Room Prep -PSR preps room -Moves pt to “Ready” in ROMS -Moves pt in PCIL- Corridor - Pages Pt Variation: D -PSR esc pt to roo -Drops pa in slot for t Value Stream Map SIPOC+R Process Process: Hip & knee orders from orthopedics/orthopedic surgery Owner: General Radiology Operations Objective: Reduce number of errors in ordering hip/knee exams in orthopedics/orthopedic surgery Patients Referring docs Nurses Clinical Assistants Patient Care Assistants Supplier Orders 97 Phone requests Clinical Notes Synthesis Mayo Scheduling System Input What high level steps does the process contain? Process Order Images Radiology report Patient Appointment Guide Output Patient Providers Customer Correct order with correct exam performed without delays Require- ments Appt request Appt Scheduled from order Pt checks in Room & pt prep Scan performed & Radiology Information System completed exam Adjust use and rigor to the size, scope, and complexity of your projects Stakeholders (can be Individuals / Groups / Departments) ARCIVD Role Key Interests & Issues Assessment of Impact (High, Medium, Low) Current Status (advocate, supporter, neutral, critic, blocker) Key Communication Points Technologists R, C, I, A, D Reduce rework Correct exam H A, S Time spent, professionalism Clinical Assistants R, C, I, A Reduce rework Time savings H A, S, N, C Time spent, reduce interruptions, reduce errors Physician Assistants A, R, C, I, V Reduce interruptions Time savings H S, C Time spent, reduce interruptions, reduce errors, easier time ordering Patient Appointment Coordinator R, C, I, A Reduce rework H S, C Time spent, reduce interruptions, reduce errors Ortho Providers A, R, C, I, V Reduce interruptions Time savings H A, B Time spent, reduce interruptions, reduce errors, easier time ordering ARCIVD= Accountable, Responsible, Consulted, Informed, Veto, Devil’s Advocate Stakeholder's Analysis Mayo Clinic Enterprise Project Management Standard Stakeholder’s Analysis Template Stakeholder Analysis

Con Identifying and Measuring Radiography Ordering Errors ... · 2010 Sigma Level • 37,888 Ortho ... 80 60 40 20 0 Quantity Cumulative C u m u l a t i v e (%) ... Sch edule Appt

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Con

Identifying and Measuring Radiography Ordering Errors Using a Web-Based Event Reporting Tool and RIS to Analyze Errors

and Identify Opportunities for ImprovementStacy R. Schultz, BA, Karl N. Krecke, MD, Michelle R. Nordland, RT(R)(M), Toni R. Fabian, RT(R), Deborah A. Ritten, RT(R), Tamara J. Schmidt, RT(R)

Department of Radiology Mayo Clinic, Rochester, MN

© 2013 Mayo Foundation for Medical Education and Research

2010 Sigma Level

• 37,888 Ortho exams ordered

• 264 corrected orders

• 10 actual wrong radiographs (4.8 sigma)

Conclusion & Lessons Learned

1. Stable order error rate of 3.5%

2. Radiology work fl ow "time out" process reduces actual rate to 0.04%

3. Cost of in-process error correction is low at a mean $3,250 per year

4. Providers with a high volume of orders appear to have better accuracy

Future Opportunities1. Delegated ordering appears to increase order

errors

2. Ordering providers statistics suggest opportunity to fi nd "best practice"

Technologist Time

• Corrected exams 2010 - 2011

- 1,948 corrected cases

- 5 avg minutes to investigate and correct discrepancy

- $0.67 avg tech compensation per minute

- $3,250 assuring correct exam per year

Measure Phase

Pareto Chart2010 Inaccurate Outpatient Orders by Ordering Department

0

20

40

60

80

Orth

oO

rtho-

hand

PC

IMG

IM-M

AN

euro G

IC

VU

rol

Rhe

uP

MR

FMG

IM-B

AS

urg-

NS

Pre

vP

D-B

A3

ON

CL

HE

ME

NT

Occ

urre

nces

# of ExamsCumulative (%)

% of total

75 29 9 9 8 8 8 7 7 7 7 6 5 4 4 4 4 437 51 55 60 63 67 71 75 78 81 85 88 90 92 94 96 98 10037 14 4 4 4 4 4 3 3 3 3 3 2 2 2 2 2 2

120100806040200

QuantityCumulative

Cum

ulative (%)

Ortho Orders by Body Part

0

5

10

15

20

25

30

Kne

eH

ipS

pine

Hip

-ank

leH

and

Sho

ulde

rE

lbow

Han

d-th

umb

Wris

tFo

ot a

nd a

nkle

Ank

leFo

otH

and-

finge

rH

and

and

wris

tP

elvi

sC

lavi

cle

Fem

urC

hest

Fing

erFo

ot-to

eFo

rear

mS

acru

m/c

ocyx

Inac

cura

te o

rder

s ev

ents

Histogram

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

5.0

1/31

/201

0

2/28

/201

0

3/31

/201

0

4/30

/201

0

5/31

/201

0

6/30

/201

0

7/31

/201

0

8/31

/201

0

9/30

/201

0

10/3

1/20

10

11/3

0/20

10

12/3

1/20

10

1/31

/201

1

2/28

/201

1

3/31

/201

1

4/30

/201

1

5/31

/201

1

6/30

/201

1

7/31

/201

1

8/31

/201

1

9/30

/201

1

10/3

1/20

11

11/3

0/20

11

12/3

1/20

11

Err

or ra

te

General Radiology Corrected OrdersJanuary 2010-December 2011: Hips/Knees

UCL=4.89UCL=4.55

CTL=3.28

LCL=2.01

CTL=3.49

LCL=2.10

Control Chart

Order Discrepancy Corrected Order Data Collection Sheet

January 20 – February 2Date Clinic Number Recognition

Time Question(s) Solved Time

Modification Notes:

Note Examples: What issues did you encounter, who did you speak to, how many phone calls did you need to make?

Check Sheet

2010 Inaccurate OrdersProxied Orders

Direct physician order entry39%

Delegated order entry61%

Corrected Outpatient Hip/Knee Orders by Ordering Provider2010-2011

0

500

1,000

1,500

2,000

1 2 3 4 5 6 7 8 9 10 11 12

Ord

ers

2010 correted orders 2010 total ordered 2011 correted orders 2011 total ordered

Ordering Provider

Graph suggests opportunities to investigate existing best practices for order accuracy and this material has been passed along to our colleagues

Purpose

Performing the correct examination is a fundamental goal in good patient care. Our internal voluntary Safety Event Reporting Form (SERF) indicated an opportunity for improvement in accurate ordering of radiographic exams.

We sought to understand the nature and severity of this problem, assess opportunities for change, and implement change where appropriate.

Defi ne Phase (partial snapshots)

Adjust use and rigor to the size, scope, and complexity of your projects

Last saved date: October 4, 2013 Page 1 of 3 Version 3.0

Mayo Clinic Enterprise Project Management Standards Preliminary Proposal – Template with Instructions

Project Name: Incorrect Order Reduction – General Diagnostic

Brief Project Description (What will this project do?) (255 characters): The purpose of this project is to reduce the number of errors in ordering Radiology exams. To be completed during Project Approval Process Portfolio:

Program:

Project Number:

Project Priority No:

Project Interdependencies and Interrelationships(List key interdependencies with shared services, interfaces, implementation, and other projects or on-going Operational activities) - Project Size: ___ Small X Medium ___Large ___ Mega Link to Project Sizing Document

Business Need (Problem or Opportunity Statement / Background of Need) (Background information and specific problem, issues or opportunities that are being addressed, implication of not proceeding with this project. Is there a required timeline to realize the benefits? Is there a financial return, revenue stream increase?) In 2010, the Department of Radiology had a total of 1537 Safety Event Report Forms (SERF) submitted to the Radiology Quality Office. Of the SERF’s submitted, 629 (40%) were for inappropriate exam. Of the 629 inappropriate exam SERF’s, 474 (75%) were for error in ordering. Further analysis was done on “errors in ordering” which showed 256 SERF reported for the Downtown/RMH campus. In addition, 198 of the 256 were reported by General Diagnostic and of those errors in ordering, 111 were ordered by the Department of Orthopedics (of which 89% were proxy orders).

Business Value Impact Transform the business: Generates new business opportunities that dramatically enhance our mission and strategic direction and position Mayo

competitively for the future. Grow the business: Creates growth or improvements in current services and business areas. Run the business: Maintains current operations through efforts focused on basic infrastructure and regulatory compliance.

Business Value (choose only one): ___ Transform Grow XRun

Brief Description of Business value (how transform, grow, or run): Decreasing errors will reduce waste, rework and increase patient safety.

Project Value– Quantitative and Qualitative Metrics of Success

Critical Success Factor (CSF) (an objective that must be me in order for the project to be considered successful). Objective

(includes internal and external customer goals/expected benefits, limit number of objectives to the top 5)

Metrics/Measurements (Performance, process & counterbalance metrics when applicable;

correlate to Balanced Scorecard when applicable)

CSF? (Y/N)

1. Reduce errors Reported SERF’s Yes 2. Educate ordering providers Feedback No 3. Reduce re-work for technologists, schedulers, ordering providers, and radiologists. 4. Identify opportunities for systems and processes improvements.

Rework effort with $$ assigned, six sigma level (what’s the cost to getting us to the next sigma level?)

No

Project Scope (elements that are in & out of scope) (What the project will and will not deliver, In/Out of Scope)

In Scope: Clinic Outpatient orders only (Orders97), MSS for General Diagnostic (After that US) Out of Scope: Inpatient (EO) orders, ED orders (PulseCheck), Hospital Outpatient orders, GPAS, Decision Support Initiatives

Charter

Patient, ReferringPhysician, Mayo Provider

Information Systems

Orders97>MSS>MICS>Synthesis>RIMS>QREADS>PCIL>ROMS (Room Occupancy Mgmt System)>PV Tool>PACS

Phone>Fax>Scanners>PrintersPatient Correspondence Service (PCS)

Request for radiographic images

Objective to Reduce Errors in OrdersOREO Initiative

General Diagnostic Radiology/OrthopedicsVSM Current state (Dec 2011)

I

2Schedule

Appt- Enter information

into Orders 97- Print EMSR

- Scan EMSR intoMSS to schedule

(this then goes intoRIMS with a“pending” in QREADS)

- PAC manuallyenters Left/Right/

Both- PCS letter and

PAG is generated

Variation:-

1Appt Req

(new)

-Appt request rec’d -MD reviews toestablish plan

- Dictates note orcompletes Appt Req

Form with plan orstates per protocol

Variation: Rec’d by phone call, or

Dear Dr. Mayo

I

A- PAC waits

for completionof Appt Req

Form

I I I

I

1Appt Req

(existing future)

- >3 mos PACretrieves requestfrom tickler file

- Review info fromOSS/CLAM, Secy

- Checks for routinefollow up or Post-Op

Recheck

Variation: w/i 3mos

- Day of appt CAwill schedule if

there is an order- If there is no

order then sent toPAC to schedule

Notes:- Cannot cancel or change order if exam is scheduled

without canceling what has been scheduled- PACs are told to “do what we did last time” while order was not updated nor was order flagged that order and

completed exam are not the same

B- Pt waits for

appt

3aPt Checks

In @ Gonda14S

-PSR checks pt inPCIL - Waiting-Gives the pt a

pager-PCIL Ticket is

printed at Rad PSRdesk

Variation:

C- Pt is asked tosit in N lobby

3bRadiology

Desk-PSR retrieves PCIL

ticket- Arrives pt in RIMS-Prepares a packet

Variation:

4Room Prep-PSR preps room

-Moves pt to“Ready” in ROMS-Moves pt in PCIL-

Corridor- Pages Pt

Variation:

D-PSR escorts

pt to room-Drops packetin slot for tech

5Pt Prep

-Pt changes intogown

- Pt turns on readylight

Variation:

E-Tech picks up

packet- Wands intoCIA PV Tool

- Checks orderin Synthesis- Compares

RIMS to Order- Brings Pt in

Rm

6Scan

-Pt verifies name/DOB on PV Tool

- Tech verifies examw/pt

- Perform exam- Save exam in

RIMS- Send images to

PACS- When images are

sent to PACS aprintout arrives in

Stacking-Dismiss pt (per

Ortho vs. NonOrthoprotocol)

Variation:

F-Stacker pullsRIMS sheetfrom printer

- Stackermoves pt in

PCIL toDismiss

- Stacker goesto PACS

- QCs images- Stampscomplete- Stacker

wands RIMSto confirmcomplete

Value Stream Map SIPOC+R Process• Process: Hip & knee orders from orthopedics/orthopedic surgery

• Owner: General Radiology Operations

• Objective: Reduce number of errors in ordering hip/knee exams in orthopedics/orthopedic surgery

• Patients• Referring

docs• Nurses• Clinical

Assistants• Patient

Care Assistants

Supplier

• Orders 97• Phone

requests• Clinical

Notes• Synthesis• Mayo

Scheduling System

Input

• What high level steps does the process contain?

Process

• Order• Images• Radiology

report• Patient

Appointment Guide

Output

• Patient• Providers

Customer

• Correct order with correct exam performed without delays

Require-ments

Apptrequest

ApptScheduled from order

Pt checks

in

Room & pt prep

Scan performed & Radiology Information Systemcompleted exam

Adjust use and rigor to the size, scope, and complexity of your projects

Stakeholders (can be Individuals / Groups /

Departments)ARCIVD Role Key Interests & Issues Assessment of Impact

(High, Medium, Low)

Current Status (advocate, supporter,

neutral, critic, blocker)

Key Communication Points

Technologists R, C, I, A, DReduce reworkCorrect exam H A, S

Time spent, professionalism

Clinical Assistants R, C, I, AReduce reworkTime savings H A, S, N, C

Time spent, reduce interruptions, reduce errors

Physician Assistants A, R, C, I, VReduce interruptionsTime savings H S, C

Time spent, reduce interruptions, reduce errors, easier time ordering

Patient Appointment Coordinator R, C, I, A Reduce rework H S, C

Time spent, reduce interruptions, reduce errors

Ortho Providers A, R, C, I, VReduce interruptionsTime savings H A, B

Time spent, reduce interruptions, reduce errors, easier time ordering

ARCIVD= Accountable, Responsible, Consulted, Informed, Veto, Devil’s Advocate

Stakeholder's Analysis Mayo Clinic Enterprise Project Management Standard

Stakeholder’s Analysis Template

Stakeholder Analysis