Approach to Online SelfAssessment for Obstructive Sleep Apnea Ben Smith MS North Carolina State University Gary Hull TFACAWAKE Bob Stanton TFACAWAKE Barbara Phillips MD MSPH FCCP University of Kentucky ID: 614377
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Truckers Drive Their Own Assessment for Obstructive Sleep Apnea: A CollaborativeApproach to Online Self-Assessment for Obstructive Sleep Apnea
Ben Smith, MS, North Carolina State University
Gary Hull, TFAC/AWAKE
Bob Stanton, TFAC/AWAKE
Barbara Phillips, MD, MSPH, FCCP, University of KentuckySlide2
DisclosuresBenjamin Smith:
IBM PhD Fellowship
NSF Career Grant No. 0346903
Gary Hull-None
Bob Stanton-None
Barbara Phillips:
Department of Transportation, FMCSA
Cephalon
PriMed
(funded by
ResMed
, Philips)
Barnwell, Whaley, LLCSlide3
Obstructive Sleep Apnea (OSA) and Commercial Motor Vehicle Drivers (CMVDs)
Approximately 5,600 people are killed every year in crashes with commercial motor vehicles.
Between 20 and 30% of crashes with
CMVDs
are sleep-related
(
Akerstedt
T J Sleep Res 2000)
At least 25% of CMVDs have OSA
(Pack A AJRCCM 2006)Slide4
Commercial Drivers Carry Increased Risk for Crash
They may
operate larger vehicles
transport hazardous materials
carry multiple passengers
operate for longer stretches of time
have an economic incentive to continue driving when private drivers may choose to stop for a medical reason or road conditions. Slide5
The Federal Motor Carrier Safety Administration (FMCSA) Regulates CMVD’sSlide6
Background/RationaleBased on an evidence review
The FMCSA
Medical Expert Panel
recommended that CMVDs undergo testing for OSA if
they have a positive Berlin Questionnaire and/or
BMI
>
33
kg/m
2
.
The FMCSA
Medical Review Board
recommended that CMVDs undergo testing for OSA if
they have a positive Berlin Questionnaire and/or
BMI
>
30
kg/m
2
. Slide7
Development of CollaborationTruckers for a Cause-
A
lert,
W
ell,
A
nd
K
eeping
E
nergetic (TFAC-AWAKE), responding to requests from participants, desired to host a screener for OSA on its website.
TFAC-AWAKE leader sought help with website screener development.
Collaborators agreed to publish the anonymous results.
The study was exempted by UK IRB. Slide8
Methods
We adapted the Berlin
Questionnaire
(
Netzer
NC Ann Intern Med 1999)
to be taken online.
TFAC-AWAKE hosted the survey on their website.
TFAC’s
XM radio, word of mouth and trucking industry press contacts offered promotion.
We collected IP addresses to ensure that each participant only took the survey once, but we collected no other identifying data. Slide9Slide10
Not
all
word of mouth was good…Slide11
The Berlin Questionnaire (Netzer NC Annals 1999)
Do you snore?
How loud do you snore?
How often do you snore?
Has your snoring ever bothered other people?
Has anyone noticed that you quit breathing during your sleep?
How often do you feel tired or fatigued after your sleep?
During your waking time, do you feel fatigued, or not up to par?
Have you ever nodded off or fallen asleep while driving a vehicle?
Do you have high blood pressure?
What is your BMI?
I: Snoring
II: Sleepiness
III: ObjectiveSlide12
The Berlin Questionnaire (Netzer NC Annals 1999)
Do you snore?
How loud do you snore?
How often do you snore?
Has your snoring ever bothered other people?
Has anyone noticed that you quit breathing during your sleep?
How often do you feel tired or fatigued after your sleep?
During your waking time, do you feel fatigued, or not up to par?
Have you ever nodded off or fallen asleep while driving a vehicle?
Do you have high blood pressure?
What is your BMI?Slide13
Aims and HypothesesAims
to determine if truckers would assess their OSA risk online.
to collect demographic data from self-selected truckers.
Hypotheses
those with OSA symptoms (snoring, sleepiness) would be more likely to report drowsy driving, but
objective data (BMI, hypertension history) would predict sleepy driving better than would subjective data.
Slide14
Data analysisThe website was active to collect data from January 11, 2010 until September 24, 2010.
We performed Logistic Regression Analyses using the R statistical package.Slide15
Results595 of
CMVDs
took the survey
55.9% positive on overall Berlin
78.3% positive on objective (BMI,
bp
) part
69.6% had a BMI
>
30 Kg/m 2
47.6% had BMI > 33 Kg/m 2
20.5% reported falling asleep while driving (on Berlin)Slide16
Sleepy Driving Associated with…
Question
Significance
(
Logit
. Regression
p
-value)
Overall
Berlin Score
0.00
Do
you snore?
< 0.01
How loud is your snoring?
< 0.0001
Does your snoring bother
other people?
< 0.01
How often do you snore?
< 0.0001
How often has someone noticed that you quit breathing during your sleep?
<
0.0001
How often do you feel tired or fatigued
after your sleep?
0.00
During your wake
time, how often do you feel fatigued, or not up to par?0.00What kind of commercial vehicle do you drive?< 0.05(Commercial Vehicles the highest)Slide17
Witnessed Apneas Associated with…
Question
Significance
(
Logit
. Regression
p
-value)
Overall
Berlin Score
0.00
Do
you snore?
Yes
(
p
=0.00), Maybe (
p
=0.09)
How loud is your snoring?
0.00
Does your snoring bother
other people?
< 0.01
How often do you snore?
0.00
How often has someone noticed that you quit breathing during your sleep?
0.00During your wake time, how often do you feel fatigued, or not up to par?
0.00What kind of commercial vehicle do you drive?< 0.05(Commercial Vehicles the lowest)Slide18
ConclusionsThis was a unique and interesting collaboration!
Truckers willingly assess their OSA risk online.
The rate of obesity is high in this group.
More than
two-thirds
of those who do so would be required to undergo polysomnography (PSG) if suggested guidelines become regulation.
Subjective symptoms were associated with sleepy driving, but objective findings were not.
Sleep health professionals need to develop expedient, non-punitive tools to keep CMVDs healthy and driving.Slide19Slide20
OSA Increases the Risk of Crash (FMCSA, 2007, Tregear
S, JCSM 2009)