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2006 Vanderbilt University Medical Center
Tables, Flowcharts and Decision Trees:
Tools to Keep Research on Track
Doris Quinn, PhDAssistant Professor
Division of Medical EducationDirector Improvement EducationCenter for Clinical Improvement
Research Support Services Presents
November 9, 2006
2 2006 Vanderbilt University Medical Center
Intervention Outcomes
ConsistencyStrengthPopulationConditionsEtc.
Design Sensitivity
Statisticallysignificant
3 2006 Vanderbilt University Medical Center
For research support you need to know:
• Who• What• When• Where• How
4 2006 Vanderbilt University Medical Center
Needs in Research
• Who is doing what?• What is the process that will execute
the protocol?• When are the steps to be done?• Where are the steps/process taking
place?• How should procedures/treatments
be done?
2006 Vanderbilt University Medical Center
How many AEs are caused by process issues
vs not related?
2006 Vanderbilt University Medical Center
Flowcharts
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OutcomesINTERVENTIONSTART PROCESS DECISION
PROCESS
PROCESS END
N
Y
8 2006 Vanderbilt University Medical Center
Getting Started with Flowcharts
• Start at a high level – 10-12 boxes that show the overall process for the research.
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INQUIRY
Questions from family, ref. sources
and participants.
Admission Criteria
MARKETING Diagnosis of memory loss
Community need (data on AD) Ability to produce
Create Image No behavior problems
Educate public & ref. sources Intake assessment form
Advertise Mem. Works Information
Costs, meals, hours, absences
meds, trial, transpor., payment
ongoing eval. , visitors
attendance, discharge
Set of MW questions for
referral sources, family, participant
CASE FINDING Referral Form
Invitation to visit program
Referral Sources
Family members
EAPs
Health providers
Assisted living facilities CONTACT
Hospital disch. planners Visit the facility
Church leaders Introduction to staff/peers
Senior citizen centers Observe w ork in progress
Referral Source Netw ork Staff observation of
participant/family
Information Sheet
Willingness to apply
INTAKE
DECISION /
ASSIGNMENT
Analysis of:
ASSESSMENT Assessment
Trial period Testing
Competence for w orking Family dynamics
Motivation to w ork Trial period
Appropriate behavior Will participate?
Testing Enrollment
Mini-Mental exam Paperw ork
Geriatric depression scale Application form
Participant and caregiver Agreement form
Global Deterioration Scale Billing
Family dynamics Permission to release info
Supportive Will not participate?
Willing/ability to pay Referral to other services
Communication w ith:
Referral Sources
Physician
Family
EVALUATION
10 2006 Vanderbilt University Medical Center
PROGRAM
Transportation to AWS
Self, family, car pool, other
Coffee (Socialization) TRANSITIONS/EXIT
AM w ork Self-select out
Ongoing training/support Transportation
Break - Walk Health
Lunch (socialization) Family / participant choice
PM Work Criteria for discharge
Ongoing training / support Decline in productivity
Departure Decline in social functioning
Inappropriate behaviors
Family burden
Feedback to:
Physician
CASE MANAGEMENT Referral sources
Ongoing Evaluation Families
Productivity / functional status Follow -up
Behavior / emotional status Next level of services
Physical health
Documentation
Progress notes
Flow /check sheets
Repeat Mini Mental test
Report of ongoing evaluation
Ongoing Communication
Caregivers, physicians, ref. sources
Link to Community resources
Plan with caregivers for transitions
PROGRAM
11 2006 Vanderbilt University Medical Center
Getting Started with Flowcharts
• Start at a high level – 10-12 boxes that show the overall process for the research.
• Decide which box needs to be broken down into steps that will allow everyone to see the “what” and the “who”
• If a timeline is important, add it to the flowchart.
12 2006 Vanderbilt University Medical Center
Friday, November 03, 2006
Page 1
Pneumonia Abstraction and Validation
Patient is Discharged
Chart sent to medical records
for coding.*ICD-9 PN
*Resp Failure*Septicemia
(secondary PN)
Data stored in EDW
All discharges submitted to UHC (including ICD-9
data)
UHC samples PN cases based on CMS guidelines
Martha downloads list of PN cases to be
abstracted
Quarterly guideline
updates need to be reviewed;Dr. Gaffney
SharonVera
Merges UHC list with EDW data.
Creates decrypted list.
Decrypted list to Vera for chart abstraction
Vera abstracts cases and enters in UHC database
Vera downloads current UHC
abstraction tool and guidelines
(published quaterly)
Vera requests charts from
medical records
Post PN sample cases on Core Measure web-
site.
1
CCI UHC CMS
Color Legend
Proposed validation
Timeline 5 days
31-38 days after end of
month of pt d/c
48-72 hrs post
submission
24 hrs
48 hrs
2 weeks
Q-source
Issues addressed by Q-Source
CCI Staff:Martha Newton – Database analyst
Sharon Mullins, RN- Quality consultantVera Hunter – Improvement analyst
13 2006 Vanderbilt University Medical Center
Friday, November 03, 2006
Page 1
Pneumonia Abstraction and Validation
1
Martha dowloads PN data from
UHC and sends to Eric Griffin (IS)
Eric loads data into Dashboard
tables
Results appear in Elevate
Dashboard
Martha queries data to generate exception report
(measure failures)
UHC generates Core Measure
report
Martha validates core measure
data to Dashboard
Martha to decide who to contact for corrections:
Eric GriffinAuston DeVilleScott McDonnell
Monthly review of exception list by Sharon and Dr.
Russ for ED and direct admits
CCI Validation report sent to
designated accountable individuals
Sharon will makes changes in UHC database based on review
and data validation
10% of all charts will be checked for reliability.
Identify appropriate
actions needed.
Revisions Final
?
Discrepancy found
?
If action needed there is no
process in place.
UHC submits data to CMS
CMS generates exception report
(this happens multiple times)
Martha reconciles
exceptions and decides what actions are
needed.
Martha gets HIC (med insurance) numbers from
TSI
Martha creates a list of missing
numbers.
Vera looks up numbers in
MediPac
Martha re-enters numbers and
resubmits
Numbers missing
?
2
N
Y
Y
N
Y
N
CCI UHC CMS
Color Legend
Proposed validation
Monthly data abstraction timeline Quarterly CMS / JCAHO submission
Timeline 48 hrs
1 week3-5 weeks post d/c
Q-source
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Friday, November 03, 2006
Page 1
Pneumonia Abstraction and Validation
2
CMS requests 5 charts per
quarter for Med Records (which may include PN)
Martha decrypts list of charts to be submitted to
Med Records
Med Records makes 2 copies of charts (paper
and selected electronic forms) for a designated
visit.
CCI augments chart with missing
components/reports pertinent
to case. (This may involve
going to procedure areas
for reports or additional details).
Martha, Sharon, Vera review
charts and flag where data
elements were found (based on prior abstraction
guidelines)
CCI keeps one copy and second copy returned to Med Records to be sent to CMS
CMS posts validation report
on Web-site
Martha reviews reports
Pass?
Martha writes appeal
Martha downloads report and sends to:
J. BinghamDr. GaffneyS. Moseley
Y
N
ISSUES
Internal timeline difficult to predict because of dependence on UHC for sample cases.
No process to update project team on quarterly updates from CMS
Freda Scott receives memos from CMS and sends to Martha but there is no process in place for Martha to disseminate this information.
No process in place to send issues to clinical teams, med records, etc.
IMPROVEMENTS
CCI investigating new tool for monthly data entry.
Dr. Russ writing program for weekly metrics.
UHC sends abstraction tips that we have not been getting.
CCI UHC CMS
Color Legend
Proposed validation
Timeline 6 month later
+2 months later
Q-source
CMS abstracts PN data from
charts provided
CMS adjudicates appeal and posts
results
Q-Source discusses results
with Martha
Pass?
Martha discuss results with Dr. Gaffney and J.
Bingham
Bingham and Gaffney contact Q-
Source if further appeal needed.
CMS posts final results
N
Y
Cross-training needed for tasks in CCI.
2006 Vanderbilt University Medical Center
Tables
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Common Uncommon Rare but serious
Nausea and vomitingHeadacheMouth SoresLoss of desire to eatConstipationFever and chills including shaking chills. These reactions are more common with the first dose.Feeling short of breathPain in the abdomen A feeling of tiredness or weaknessFewer white blood cells, red blood cells and platelets in the blood
oa low number of white blood cells can make it easier to get infectionsoa low number of red blood cells can make you feel tired and weak
A decrease or an increase in blood pressureRash, hives or itchiness during the infusion Irregular heart beat during the infusionPain in the back Upset stomachDiarrheaDizziness or faintingCoughAbnormal levels of certain salts in the body like magnesium, calcium, and phosphateIncrease in the sugar in the bloodAnxiety or depressionDifficulty sleeping
Allergic reactions during the infusion that can be severe and life-threatening and may lead to difficulty in breathing, a drop in blood pressure, irregular heart beat, fluid in the lungs or damage to the lungs and shock.The rapid death of large numbers of tumor cells, which can cause the potassium and phosphate salts and the uric acid in the blood to rise quickly. This could lead to a life-threatening irregular heartbeat or damage to the kidneys.Damage to the lungs that can lead to fluid in the lungs and affect your ability to breathe and the levels of oxygen in your blood.Bleeding which can occur in the head, nosebleeds, blood in the stools or urine and bleeding from other places in the body.
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Screening Baseline Follow-up Visits Final VisitSafetyVisit
Visit 1(Day -14 to -1)
Visit 2(Day 0)
Visits 3, 4(Weeks 4, 8)
Visit 5(Week 12)
Visit 6(Week 16)
Informed Consent Form X
Inclusion/Exclusion Criteria X X
Vital Signs X X X X X
Medical History and PE X
Urine Pregnancy Test1 X X
Assessments
DASModified Ashworth x x x x x
Finger Tap TestGrip StrengthEpworth Sleepiness
x x x
Quality of Life Assessments:Fatigue Symptom InventorySpasticity Impact Scale
X X X
Xxx /Placebo Injection X
Oral Study Medication: Dispense Collect
D3 DC
D4
CC
Adverse Events X5 X X X
Concomitant Treatment X X X X X1.Female subjects of child-bearing potential2.If deemed necessary by the Investigator3.Baclofen dosing is initiated at 5 mg/TID and increased 5 mg/TID every three days. The subject’s dose will be titrated to a maximum of 20 mg/QID, or highest tolerated dose as assessed by…..
18 2006 Vanderbilt University Medical Center
Treatment Plan TablesCentral LineFor drugs to be given by vein, your doctor will likely recommend that you have a central venous line placed. Methods for Giving DrugsVarious methods will be used to give drugs to patients. • PO – Drug is given by tablet or liquid swallowed through the mouth.• IV – Drug is given using a needle inserted into a vein. It can be given by IV push over several minutes or by IV infusion over minutes or hours.• IM – Drug is given by inserting a needle into the muscle (IM shot). • SubQ – Drug is given by inserting a needle into the tissue just under the skin (SubQ shot).• IT – Drug used to treat the brain and spinal cord is given using a needle inserted into the spinal fluid (intrathecally, IT).
DrugHow the drug will be given
Day(s)
Cxxxxxx IT Day 0 or Day 1
Cxxxxxx (CNS Positive, spinal tap shows blast cells in the fluid around the brain and spinal cord)
IT 2 (x) weekly plus two additional treatments if spinal tap shows blast cells in the fluid around the brain and spinal cord
Cyxxxxxx IV Push given every 12 hours
1-10
Dxxxxxxx IV over 6 hours 1, 3, and 5
Exxxxxxx IV over 4 hours 1-5
Induction 1 Arm B: Research arm of therapy in which gem is used (28 Days).
DrugHow the drug will be given Days
Cxxxxxx IT 0, or 1
Cxxxxxxx (CNS Positive) IT 2 (x) weekly plus two additional treatments
Cxxxxx IV Push given directly into the spinal fluid on the first day of chemotherapy
1-10
Dxxxxxxx IV over 6 hours 1, 3, and 5
Exxxxxx IV over 4 hours 1-5
Gxxxxxxx IV over 2 hours 6
Induction 1 Arm A: Standard arm of therapy in which no gxxxx… is used (28 Days).
2006 Vanderbilt University Medical Center
Decision Tree
20 2006 Vanderbilt University Medical CenterArm B
Intensification 2 + Gemtuzumab
Arm AIntensification 2
YES Matched Family Donor Stem Cell
Transplant
YES
Alternative donor Stem Cell Transplant
High riskLow risk
Alternative Donor Available?
If no SCT, proceed to more chemotherapy in assigned therapy arm
Matched Family Donor (MFD) Available?
Intermediate risk
Intensification 1 Intensification 1Your doctor will talk to you about
other treatment
Bone Marrow TestIf not responding to
therapy – off therapy Bone Marrow Test
Induction 1 + Gemtuzumab
Patients randomized
Induction 1
Bone Marrow Test Bone Marrow Test
Induction 2 Induction 2
If not responding to therapy – off therapy
Bone Marrow Test Bone Marrow Test
Research Arm BStandard Arm A
Relapse risk groups assigned
2006 Vanderbilt University Medical Center
Exercise
22 2006 Vanderbilt University Medical Center
Population: subjects with a wound that will likely become
infected
Anesthesia, no suturing, wrapped,
antibiotics
Anesthesia, Suturing, wrapped,
antibiotics
Randomization
Treatment Group Control Group
Y
Pass screening??
Purpose:
DECISION TREE
N
23 2006 Vanderbilt University Medical Center
3-5 pts will get PNG (no
randomization)
Treatment Group
Control Group
Pt will come to Aid Post with wound
Wound will be evaluated for severity and
possible infection status
Surgeon will suture wound with
PNG method
Wound will be wrapped and
antibiotics given
Wound/area will be anesthetized, PNG procedure will be done by
surgeon
Wound will be wrapped by nurse
and pt given antibiotics
Wound/area will be anesthetized, no procedure will
be done by surgeon
Call patient after procedure
Pt comes to Aid Post for follow-up
RESEARCHPILOT STUDY
24 2006 Vanderbilt University Medical Center
PNG ProcedureScreening TX Follow-up calls
Follow-up Visits
Final Visit
Visit Visit Visits Visit