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PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn- O’Brien, MD Mary E. Fallat, MD Tom B. Rice, MD Christine M. Gall, RN, MS, DrPH Frederick P. Rivara, MD

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Page 1: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASEVARIATION IN THE MANAGEMENT OF TBI

VPS User Conference| March 24-26, 2015

Katherine T. Flynn-O’Brien, MDMary E. Fallat, MDTom B. Rice, MDChristine M. Gall, RN, MS, DrPHFrederick P. Rivara, MD

Page 2: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

The problem

Leading cause of death and disability

Limited ability to study pediatric TBI Traumatic brain injury (TBI)

PECARN National Trauma Databank/Peds TQIP UDSMR FITBIR – Federal Interagency TBI Research

Page 3: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Objectives

Create a comprehensive pediatric trauma database to assess quality of

care in critically injured children utilizing minimal new resources.

Evaluate outcomes related to imaging practices and ICPM

utilization in children with TBI admitted to the PICU.

Page 4: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Objectives

Create a comprehensive pediatric trauma database to assess quality of

care in critically injured children utilizing minimal new resources.

Evaluate outcomes related to imaging practices and ICPM

utilization in children with TBI admitted to the PICU.

Page 5: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Methods

Merged 3 databases Trauma Registry (TR) Virtual PICU Systems

(VPS) data PTAM-specific RedCap

5 Level I/II PTC All children discharged

from PICU CY 2013

Page 6: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Big Picture

TRVPS

Patient Outcom

es

Discharge status Pre-

hospital data

Initial vitals Initial GCS

Injury patterns

ProceduresBedside

procedures

Lab data

PIM2 PRISMIII PELOD

PCPC POPC

MedicalICU LOS

Page 7: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Patient population

N = 457 Head Injury

66% male Mean age 6.3y

(5.8) Race/Ethnicity

54% White 20% African

American 9% Hispanic

Payer 47% Medicaid/Gov.

Mechanism of injury 36% Falls 25% MVC

Maximum Head AIS 33% AIS 4/5

Injury Severity Score 16% ISS>25 25% ISS 16-25

TR

Page 8: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

ED/ICU admission

GCS on arrival 21% 3-8 7% 9-12 55% 13-15

Motor GCS 11% paralyzed 4% no motor

resp

Pupillary response 91% Both

reactive 6% Fixed

Lowest GCS in first 12hrs 20% GCS 3-8 13% GCS 9-12 67% GCS 13-15

VPSTR

Page 9: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Hospital disposition

Baseline PCPC 94% Normal 6% Mild/Mod 1% Moderate 0.2% Severe

Discharge PCPC 66% Normal 25% Mild/Mod 4% Severe 5% Brain Death

Hosp length of stay Mean 6.8 (SD

11.0) Median 3 (IQR

2-7) Hosp

disposition 82% home 11% rehab 7% transferred 5% expired

VPSTR

Page 10: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging and procedures

266%

TR alone: 21 ICPM

PTAM: 34 ICPM 635 index hospital 317 before/after ICU

VPS alone ≤318

PTAM: 847 Head CT

162%

212 outside hospital

vs. TR alone

vs. VPS alone

Page 11: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging practices at index hosp

Head CT Mild/Mod TBI (n= 280) Severe TBI (n = 98)

Range 0-7 0-9

Mean (SD) 1.3 (1.0) 2.2 (2.0)

No scans (%)

0 57 (20) 14 (14)

1 133 (48) 35 (36)

2 62 (22) 16 (16)

3 16 (6) 12 (12)

4 9 (3) 7 (7)

5+ 3 (1) 14 (14)

79 missing ED GCS score

Page 12: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging practices at index hosp

Head CT Mild/Mod TBI (n= 280) Severe TBI (n = 98)

Range 0-7 0-9

Mean (SD) 1.3 (1.0) 2.2 (2.0)

No scans (%)

0 57 (20) 14 (14)

1 133 (48) 35 (36)

2 62 (22) 16 (16)

3 16 (6) 12 (12)

4 9 (3) 7 (7)

5+ 3 (1) 14 (14)33%

10%

79 missing ED GCS score

Page 13: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging practices by site

Site No scan 1 CT scan 2 CT scans 3+ CT scans

A 12 (11) 41 (39) 34 (32) 19 (18)

B 35 (40) 37 (42) 12 (14) 3 (3)

C 14 (17) 36 (44) 16 (20) 15 (19)

D 14 (21) 25 (37) 10 (15) 17 (25)

E 30 (26) 58 (50) 14 (12) 13 (11)

Total 105 (23) 197 (43) 86 (19) 67 (15)

Head CT imaging practices by site, n(%)

High vs. Low Utilization?

Page 14: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging practices by site

Site No scan 1 CT scan 2 CT scans 3+ CT scans

A 12 (11) 41 (39) 34 (32) 19 (18)

B 35 (40) 37 (42) 12 (14) 3 (3)

C 14 (17) 36 (44) 16 (20) 15 (19)

D 14 (21) 25 (37) 10 (15) 17 (25)

E 30 (26) 58 (50) 14 (12) 13 (11)

Total 105 (23) 197 (43) 86 (19) 67 (15)

Head CT imaging practices by site, n(%)

High vs. Low Utilization?

Page 15: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Imaging practices by site

Site No scan 1 CT scan 2 CT scans 3+ CT scans

A 12 (11) 41 (39) 34 (32) 19 (18)

B 35 (40) 37 (42) 12 (14) 3 (3)

C 14 (17) 36 (44) 16 (20) 15 (19)

D 14 (21) 25 (37) 10 (15) 17 (25)

E 30 (26) 58 (50) 14 (12) 13 (11)

Total 105 (23) 197 (43) 86 (19) 67 (15)

Head CT imaging practices by site, n(%)

High vs. Low Utilization?

Page 16: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

0

1

2

3

4

5

6

7

8

9

10

ABCDE

Imaging practices by site

Site 3+ CT scans

A 19 (18)

B 3 (3)

C 15 (19)

D 17 (25)

E 13 (11)

Total 67 (15)Covariates: age, mechanism of injury (MVC, fall, struck by, etc.), maximum head AIS, Injury Severity Score (ISS), type of head injury, lowest GCS in first 12 hrs, pupils

P-value .003

Multivariable logistic regression

Page 17: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Repeat CTH imaging practices after transfer

Site Repeat scan

A 38 (76)

B 22 (39)

C 15 (52)

D 18 (62)

E 18 (42)

Total 111(54)

High vs. Low Utilization?

Page 18: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Repeat CTH imaging practices after transfer

Site Repeat scan

A 38 (76)

B 22 (39)

C 15 (52)

D 18 (62)

E 18 (42)

Total 111(54)

High vs. Low Utilization?

aOR: 9.8 (2.9, 33.0)

Page 19: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

ICP monitor utilization

http://news.wustl.edu/news/Pages/24689.aspx

Page 20: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

ICP monitor utilization

ICPM placement by siteSite ICPM placement

in TBI(n = 34)

ICPM placement in severe TBI

(n = 29)

ICPM placement <6hr in severe TBI

(n = 18)

A 5.7% 22.2% 5.6%

B 1.1% 0% 0%

C 16.1% 52.2% 34.8%

D 7.5% 19.2% 15.4%

E 7.8% 33.3% 20.8%

High (C) vs. Low (A) utilization: OR 3.2 (1.2-8.8)

Page 21: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Functional outcomes

Pediatric Cerebral Performance Category (PCPC)

Alertness ADLs School performance

Modeled after GOSE Preinjury-discharge delta

Page 22: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Functional outcomes

AIS ≤3 AIS 4 AIS 5

-4.00

-3.50

-3.00

-2.50

-2.00

-1.50

-1.00

-0.50

0.00

ABCDE

Page 23: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Preinjury-discharge PCPC by ICPM

adj β coefficient

P-value

No ICPM

Ref Ref

ICPM -.84 (-1.2, -.51) <.001

0.0

-0.5

-1.0

-1.5

β = mean difference in delta PCPC Negative – comparison worse (ICPM) Positive – comparison better (ICPM)

ICPM

Covariates: age, mechanism of injury (MVC, fall, struck by, etc.), maximum head AIS, Injury Severity Score (ISS), type of head injury, lowest GCS in first 12 hrs, pupils

∆-0.9

No ICPM

ICPM

Page 24: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Preinjury-discharge PCPC by ICPM & siteSite adj β

coefficientP-value

A -.26 (-.95, .42)

.442

B -.10 (-.55, .356

.676

C -1.2 (-2.1, -.31)

.009

D -.59 (-1.8, .63)

.333

E -1.6 (-2.3, -.79)

<.001

β = mean difference in delta PCPC Negative – comparison worse (ICPM) Positive – comparison better (ICPM)

ICPMby site

0.0

-0.5

-1.0

-1.5

∆-0.5

No ICPM

ICPM

Covariates: age, mechanism of injury (MVC, fall, struck by, etc.), maximum head AIS, Injury Severity Score (ISS), type of head injury, lowest GCS in first 12 hrs, pupils

Page 25: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Results: Delta PCPC by ICPMxsite

Site P-value

A .021

B .661

C .647

D <.001

E Ref

∆-2.0

-

ICPM x site

Covariates: age, mechanism of injury (MVC, fall, struck by, etc.), maximum head AIS, Injury Severity Score (ISS), type of head injury, lowest GCS in first 12 hrs, pupils β = mean difference in differences Negative – comparison worse Positive – comparison better

∆-1.0

ICPM vs. no

ICPM

ICPM vs. no

ICPM

Page 26: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

What does that mean?

Change in functional status associated with ICPM was different depending on the

site of care

Page 27: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Limitations

Small sample size Limited power Restricted analyses

PCPC lacks precision No quality of life/long term outcomes

Limited generalizability

Page 28: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Successful utilization of a novel database to explore processes of care in critically injured pediatric TBI patients Comparing H:L sites

aOR8.59 3+ CTH aOR 9.8 repeat CTH s/p transfer OR 3.2 ICPM use

Site variation in functional outcomes

Take Home

Page 29: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Conclusion

Combining databases is an innovative, feasible, cost-effective way to evaluate

management practices and to explore critical

questions related to pediatric trauma management.

Page 30: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Quick add-on

Recall:Dr. Mikhailov EENJusti O’Flynn NAT

Page 31: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

NOW is the time

TR/TQIP Peds QL at 6 or 12 mo Midline shift Pupils on ED arrival

VPS Neurocritical care module

TBI focus

Page 32: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Thank you

Special thanks to all trauma registrars and VPS coordinators at participating

sites

Page 33: PEDIATRIC TRAUMA ASSESSMENT AND MANAGEMENT DATABASE VARIATION IN THE MANAGEMENT OF TBI VPS User Conference| March 24-26, 2015 Katherine T. Flynn-O’Brien,

Thank you

Questions?

[email protected]