Can technology help teenagers be safer drivers?

108
www.iihs.org Can Technology Help Teenagers Be Safer Drivers? Australasian College of Road Safety Conference, Sydney 10 August 2012 Anne T. McCartt, Ph.D.

Transcript of Can technology help teenagers be safer drivers?

Page 1: Can technology help teenagers be safer drivers?

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Can Technology Help Teenagers Be Safer Drivers?

Australasian College of Road Safety Conference, Sydney ● 10 August 2012 Anne T. McCartt, Ph.D.

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The Insurance Institute for Highway Safety,

founded in 1959, is an independent, nonprofit, scientific and educational

organization dedicated to reducing the losses — deaths, injuries, and

property damage — from crashes on the nation's highways.

The Highway Loss Data Institute,

founded in 1972, shares and supports this mission through scientific

studies of insurance data representing the human and economic losses

resulting from the ownership and operation of different types of vehicles

and by publishing insurance loss results by vehicle make and model.

Both organizations are wholly supported by auto insurers.

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Where are we?

Washington, DC

Charlottesville

Arlington

Virginia

North America

South America

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Haddon matrix

pre-crash during crash after crash

people

vehicles and

equipment

environment

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What are the risks for U.S. teenage crashes?

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Crashes per million miles traveled in the U.S. By driver age, 2008

0

10

20

30

40

16 17 18 19 20- 25- 30- 35- 40- 45- 50- 55- 60- 65- 70- 75- 80- 85+

male

female

driver age

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Fatal crashes per 100 million miles in the U.S. By driver age, 2008

0

5

10

15

20

16 17 18 19 20- 25- 30- 35- 40- 45- 50- 55- 60- 65- 70- 75- 80- 85+

male

female

driver age

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Percent of 16-17 year-olds with first crash by months of licensure, pre vs. post graduated licensing North Carolina teenagers, Masten and Foss, 2010

0.0%

0.5%

1.0%

1.5%

2.0%

2.5%

3.0%

0 6 12 18 24 30 36 42 48 54 60

pe

rcen

tage

lic

en

se

d e

xp

erie

ncin

g f

irst cra

sh

.

months of licensure

Pre-GDL

GDL

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Night driving risks in the U.S. Fatal crashes per 100 million miles, by driver age, 2008

0

5

10

15

20

16- 20- 25- 30- 35- 40- 45- 50- 55- 60- 65- 70- 75- 80- 85+

day

night

driver age

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Percent change in risk of 16-17 year-old driver death with passengers vs. no passengers Driver death risk per mile traveled in the U.S., Tefft et al., 2012

-100

0

100

200

300

400

500

1 young passenger 2 young passengers 3+ young passengers 1+ passenger aged 35+

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Percent of passenger vehicle drivers involved in a fatal crash who were speeding By driver age, U.S., 2010

0

10

20

30

40

16-20 21-30 31-40 41-50 51-60 60+

male

female

driver age

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Percent of passenger vehicle drivers involved in a fatal crash with driver errors coded By driver age, U.S., 2010

0

10

20

30

40

50

60

16 17-19 20-24 25-29 30-59

male

female

driver age

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Percent of fatally injured teenage passenger vehicle occupants wearing seat belts

0

20

40

60

13 14 15 16 17 18 19

drivers

passengers

By age and driver vs. passenger, U.S., 2010

driver age

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Percent of fatally injured teenage passenger vehicle drivers with BACs ≥0.08 percent By age and gender, U.S., 2010

0

10

20

30

40

male female

age 16

age 17

age 18

age 19

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Teenage drivers and distraction

• Distractions of any type are a bigger problem for teenage

drivers than for adult drivers

• Reliable estimates of crash risk associated with cellphone use

are not available for teenagers, but their reported phone use is

very high

– 18-20 year-olds: 43 percent say they make or receive phone calls

and 17 percent send text messages or emails during at least some

trips (Tison et al., 2011)

– 16-17 year-olds: 52 percent with cellphones have talked while

driving, and 34 percent who text have texted while driving

(Madden and Lenhart, 2009)

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Teenager texting at high speeds

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Texting while driving over 80 mph

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What is proven to reduce crash risk for teenagers?

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Fatal crashes per 100,000 people in the U.S. By driver age, 1996-2010

0

10

20

30

40

50

1996 1998 2000 2002 2004 2006 2008 2010

-68%

-59%

-52%

-47%

-35%

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IIHS rating system G F M P

learner’s phase

entry age

holding period

supervised driving certification

intermediate phase

entry age

nighttime driving restriction

passenger restriction

duration of restrictions

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IIHS ratings of graduated licensing laws July 1996, using 2005-2011 rating system

MD

DE

DC

MA

OR

RI NJ

NH

ME

PA

WV

NC

SC

GA

FL

OH

MI

IN IL

WI

IA

MO

LA

NM

CO

SD

ID

CA

WA

TN

VT

MS

MT ND

NV

AZ

UT

WY

NE

KS

OK

TX

AR

MN

AL

KY VA

NY

CT

AK

HI

0 good

2 fair

9 marginal

39 + DC poor

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IIHS ratings of graduated licensing laws August 2011, using 2005-11 rating system

MD

DE

DC

MA

OR

RI NJ

NH

ME

PA

WV

NC

SC

GA

FL

OH

MI

IN IL

WI

IA

MO

LA

NM

CO

SD

ID

CA

WA

TN

VT

MS

MT ND

NV

AZ

UT

WY

NE

KS

OK

TX

AR

MN

AL

KY VA

NY

CT

AK

HI

36 + DC good

7 fair

7 marginal

0 poor

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Percent reduction in per capita fatal crash rates of 15-17 year-olds by IIHS graduated licensing law rating Compared with states that had laws rated poor, 1996-2007

-40

-20

0

good law fair law marginal law

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Percent reduction in teenagers’ crash rates By graduated licensing component

0 5 10 15 20

20 or more hours of practice driving

teen passengers limited to 0 or 1

9 p.m. driving restriction

1-year delay in license age

1-year delay in permit age

fatal crashes per population, 15-17-year-old drivers

collision claim frequencies, 16-17-year-old drivers

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Online GDL calculator

• Estimates effects of

given improvements

• Overall crash

reductions based on

improving all five

components

• “Match the best”

feature permits state to

see benefits of

matching strongest

provisions

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Crashworthy vehicles with important safety features

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40 mph frontal offset crash test 1959 Chevrolet Bel Air and 2009 Chevrolet Malibu

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Percent distribution of teenagers’ vehicles by age of vehicle Survey of parents, 2006

more than 9 years 32

5 to 9 years 43

less than 5 years 25

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Requirements for TOP SAFETY PICK award

evaluation in frontal crashworthiness test

evaluation in side crashworthiness test

evaluation in rear crashworthiness test

evaluation in roof strength test

Availability of electronic stability control

(required on 2012 and newer vehicles)

G

G

G

G

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Large cars

Audi A6

Buick LaCrosse

Buick Regal

BMW 5 series

Cadillac CTS sedan

Chrysler 300

Dodge Charger

Ford Taurus

Hyundai Azera

Hyundai Equus

Hyundai Genesis

Infiniti M37/M56

Lexus GS

Lincoln MKS

Mercedes E class

Saab 9-5

Toyota Avalon

Volvo S80

Midsize cars Acura TL

Acura TSX

Audi A3

Audi A4 sedan

BMW 3 series sedan

Buick Verano

Chevrolet Malibu

Chevrolet Malibu Eco

Chrysler 200

Dodge Avenger

Ford Fusion

Hyundai Sonata

Kia Optima

Lincoln MKZ

Mercedes C class

Subaru Legacy

Subaru Outback

Toyota Camry

Toyota Prius V

Volkswagen CC

Volkswagen Jetta sedan

Volkswagen Jetta

SportWagen

Volkswagen Passat

Volvo C30

Volvo S60

Small cars Chevrolet Cruze

Chevrolet Sonic

Chevrolet Volt

Ford Focus 4-door

Honda Civic 4-door

Honda CR-Z

Honda Insight

Hyundai Elantra

Kia Forte

Kia Soul

Lexus CT 200h

Mazda 3 sedan/hatchback

Mini Cooper Countryman

Mitsubishi Lancer

Nissan Cube

Nissan Juke

Nissan Leaf

Scion tC

Scion xB

Scion xD

Subaru Impreza

Toyota Corolla

Toyota Prius

Toyota Prius c

Volkswagen Golf

Volkswagen GTI

Minicar Fiat 500

Ford Fiesta

Honda Fit

Nissan Versa Sedan

Toyota Yaris Hatchback

Minivans Chrysler Town & Country

Dodge Grand Caravan

Honda Odyssey

Toyota Sienna

Volkswagen Routan

Large pickups Ford F-150

Honda Ridgeline

Toyota Tundra

Large SUVs Buick Enclave

Chevrolet Traverse

GMC Acadia

Volkswagen Touareg

Midsize SUVs Acura MDZ

Acura RDX

Audi Q5

BMW X3

Cadillac SRX

Chevrolet Equinox

Dodge Durango

Dodge Journey

Ford Edge

Ford Explorer

Ford Flex

GMC Terrain

Honda Pilot

Hyundai Santa Fe

Infiniti EX35

Jeep Grand Cherokee

Kia Sorento

Lexus RX

Lincoln MKT

Lincoln MKX

Mercedes GLK

Mercedes M class

Saab 9-4X

Subaru Tribeca

Toyota Highlander

Toyota Venza

Volvo XC60

Volvo XC90

Small SUVs Honda CR-V

Hyundai Tucson

Jeep Patriot

Kia Sportage

Mazda CX-5

Mitsubishi Outlander Sport

Subaru Forester

Volkswagen Tiguan

2012 TOP SAFETY PICK winners, as of August 2012

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Crash avoidance is the new frontier

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Wave of new technologies Radar, LIDAR, ultrasonic, infrared, cameras, GPS

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Annual crashes potentially prevented or mitigated

all injury fatal

forward collision

warning 1,165,000 66,000 879

lane departure warning 179,000 37,000 7,529

side view assist 395,000 20,000 393

adaptive headlights 142,000 29,000 2,484

total unique crashes 1,866,000 149,000 10,238

percent of crashes 32% 21% 31%

Based on 2004-08 crash totals

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Effectiveness of forward collision avoidance systems

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HLDI analyses involving optional features Published July 2012

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Percent differences in property damage liability claim frequency with and without forward collision warning

By manufacturer

-40%

-20%

0%

20%

40%

without autobrake with autobrake

Acura

Volvo

Mercedes

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Other analyses of insurance claims data involving optional features

• Adaptive headlamps (pivot beam in the direction of travel)

appear to be reducing collisions with other vehicles

• Lane departure warning does not appear to be reducing

collision claims

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Testing forward collision warning and autonomous emergency braking systems

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Sample test measurements to characterize forward collision avoidance system performance

• Impact - yes/no

• Velocity change due to auto braking

• Warning timing

– Audible and visual

• Ambient temperature and lighting

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Vehicle to slower moving target testing

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Vehicle to decelerating moving target testing

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Vehicle to pedestrian testing

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Benefits of crash avoidance technology will occur gradually

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New vehicle series with electronic stability control U.S., by model year

0%

20%

40%

60%

80%

100%

1995 1997 1999 2001 2003 2005 2007 2009

standard optional not available

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Registered vehicles with electronic stability control U.S., by calendar year

0%

20%

40%

60%

80%

100%

1995 1997 1999 2001 2003 2005 2007 2009

standard optional not available

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Registered vehicles with electronic stability control, actual and predicted U.S., by calendar year

0%

20%

40%

60%

80%

100%

1995 2000 2010 2020 2030 2040

predicted

actual

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How will crash avoidance technologies affect teenage drivers?

• Do technologies alter driving behavior, e.g., headway

distance, using turn signal, frequency of lane departures?

• Do teenagers experience safety benefits, e.g., reduced near

misses or crashes?

• Do technologies increase engagement in secondary tasks,

e.g., cellphone use?

• Are any changes in driving behavior sustained after

technologies removed?

• How do effects of technologies differ for teenage versus

adult drivers?

Naturalistic field operation study

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Naturalistic field operational test

• Conducted with University of

Michigan Transportation Research

Institute

• Integrated Vehicle-based Safety

Systems (IVBSS)

– Forward collision warning

– Curve speed warning

– Lane departure warning

– Lane change/merge warning

• Vehicle instrumentation

– Video inside/outside views

– Vehicle motion

– Driver controls inputs

– Warning system responses

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Study design

• 40 teenage volunteers drive instrumented car for 14 weeks

– 20 in treatment group

3 weeks with systems disabled, 8 weeks with systems enabled, 3

weeks with systems disabled

– 20 in control group

14 weeks with systems disabled

• Data collection will conclude in October 2012

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Earlier IVBSS study with 108 adult drivers

• No effect of systems on frequency of secondary tasks

• Positive effects on driving behaviors and also some negative

effects

– Increased turn signal use, decreased number and duration of lane

departures

– More time spent at short headways, more lane changes

• No confusion reported from alerts from multiple systems, and

multiple hazards were extremely rare

• Drivers found systems helpful and thought they improved their

safety

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Forward collision warning alert

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Lane change/merge warning

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Implications for teenage driver safety

• Technologies have potential to prevent or mitigate crashes due

to any kind of distraction or inattention, fatigue, or driver error

• Is it a good idea for teenagers to learn to drive with a car with

crash avoidance technologies? How will they fare when driving

a car without them?

• Will protective effects by offset by increased risk-taking?

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In-vehicle monitoring technologies

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Crashes by license status and months of licensure Per 10,000 learner/licensed drivers

0

40

80

120

2 4 6 8 10 12 14 16 18 20 22 24

learner's permit

license

months of licensure

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In-vehicle camera DriveCam

• Records video and audio in vehicle interior and ahead on road

and trip data

• Saves recording when specific events occur:

– Quick acceleration

– Hard braking

– Collision

• Flashes light when saving recording

• Event information mailed to parents

• Event data viewed on website

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Driving performance feedback GreenRoad

• Red, yellow and green lights mounted on dashboard

rate safety of actions

– Acceleration

– Braking

– Cornering

– Lane handling

– Speeding

• Website summarizes performance

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On-board computer Tiwi

• Mounted on dash or window, plugs directly

into vehicle

• Audible alerts for speeding violations, nonuse of belts, fast

turns, hard braking, and rapid acceleration

• Reports via email, text, or phone to parents when pre-set

thresholds are exceeded

• Website logs events and vehicle location, allows parents to set

geographic boundaries on travel

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Programmable key activates when start vehicle Ford MyKey

• Features

– Top speed 80 mph

– Speed alert chime at 45, 55, 65 mph

– Radio limited to 45 percent of total volume

– Persistent belt reminder with radio mute

– Cannot deactivate traction control and crash avoidance technologies

– Calls received through Ford Sync are sent straight to voicemail

– Text messages received through Sync held until the vehicle off

• Available on Lincoln and Ford passenger vehicles

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Special issue:

teenage drivers

May 7, 2009

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Contributing factors in at-fault crashes of newly licensed Connecticut teenagers

0%

20%

40%

didn't detect other vehicle or traffic

control

lost control speed slippery road misjudged following

distance/other vehicle's speed or

direction

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Percent of parents who identified aspects they want to know about their teenager’s driving 3-state survey, 2006

speeding 56

distractions 41

cellphone use 40

number of passengers 38

identity of passengers 33

destination 31

safety belt use 27

aggressive or dangerous driving 22

alcohol/drug use 16

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video

camera

computer

chip

cellphone

GPS

Would consider using 32 51 48

If no, why not?

trust teen 62 69 63

invasion of privacy 33 6 26

won’t improve driving 4 21 12

expense 19 3 16

Percent of parents willing to use in-vehicle monitoring devices 3-state survey, 2006

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Study of in-vehicle feedback and monitoring device

• How does device affect new teenage drivers?

– Real-time in-vehicle alerts

– Parental access to information on risky driving behavior

• What is use, perceived effectiveness, and acceptance

by parents and teenagers?

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Technology

• Shoebox-size black box in vehicle cargo area, GPS, satellite

modem, and small speaker box beneath dashboard

• Records location and miles driven

• Detects

– All sudden braking and all sudden acceleration (longitudinal

deceleration/acceleration more than 0.5 g)

– Driver not using belt

– Speed 2.5 mph faster than limit

– Speed more than 10 mph faster than limit

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www.teendriverstudy.com Website with secure login, personal ID, and password

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Homepage shows recent trends in notifications

Figures show recent trends in

notifications for teen

Messages can be communicated to study

participants through the website

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Notification of events where vehicle exceeded criteria for speeding, sudden acceleration, etc.

Customize view by selecting

notification type or timeframe

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Map shows locations of notifications

Click on blue speeding circles for more

information about speed limit, vehicle’s

average and top speed, etc.

Circles indicate where notifications occurred

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Study design

• Random assignment of 85 families to study and control groups

• Vehicle monitoring: 2 weeks baseline, 20 weeks alerts and

website, 2 weeks post-treatment

• Before/after changes in driving behavior (per mile driven) in 3

study groups relative to control group

– Group 1: alerts driver and immediately notifies website

– Group 2: alerts driver and 20 seconds later notifies website if

behavior not corrected

– Group 3: notifies website but no in-vehicle alert

– Group 4: control group with monitoring but no alert or notification

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Safety belt alert

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Speeding alert

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Recruitment

• 16 and 17 year-olds in suburban Washington, DC area

– Teenager was primary driver of monitored vehicle

– Parents had internet access

• 85 families recruited during May 2007-March 2008

– Initial recruitment very, very slow: PTA presentations, advertisements

in local newspapers, recruitment at Maryland DMVs

– Recruitment picked up with $500 payment to families and letters to

newly licensed Virginia teenagers

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Report cards to parents

• Original study design provided no contact with parents after

device installed

• Observed few website visits by first 24 families with web access

• Emailed reports to remaining families every 2-3 weeks

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Example: Report card to parents

Thank you for participating in this study of teen driving behavior.

Every now and then we’d like to update you on your teen’s driving.

For example, your teen’s vehicle exceeded the posted speed limit

by more than 10 mph 14 times between 12/28/2008 and 1/3/2009.

Complete information on these and all other notifications will

require logging on to the website. To see details go to

www.teendriverstudy.com and enter your user ID and password.

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Number of visits to parent websites per family Every 2 weeks for parents with and without report cards

0

1

2

3

4

1-2 3-4 5-6 7-8 9-10 11-12 13-14 15-16 17-18 19-20

report card

no report card

weeks

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Number of times parents visited website

0

10

20

30

0 1-4 5-9 10-30 >30

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Percent reduction in risky behaviors with monitoring device With alert in vehicle, delayed parent notification, parent report card

-100

-80

-60

-40

-20

0

seat belt non-use sudden braking/acceleration speeding by more than 10 mph

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Conclusions about in-vehicle monitoring

• Hard sell and unclear how many families will accept

• Can improve teenagers’ driving

• Alerts improve effectiveness

• Feedback to parents improves effectiveness

– Web access alone doesn’t assure feedback to parents

– Works best if teenager given chance to correct behavior

• Effects may level off during treatment and fade after removal

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Overall views about system

• Most teenagers said the system changed the way they drove

• Most parents thought their teenager drove more safely

because of the device

• Parents thought the most effective system would be an

in-vehicle alert with immediate website notification; teens

preferred conditional notification

• Virtually all parents would recommend this or a similar

device to other parents of teenage drivers

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Enhanced safety belt reminders

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Percent driver belt use in vehicles with and without enhanced reminders

50

60

70

80

90

100

Ford dealers 2002

Honda dealers 2007

observed traffic NHTSA, 2007

with

without

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Can enhanced reminders be used more effectively to boost safety belt use in the U.S.?

• Enhanced reminders in 2012 models: 91 percent driver,

77 percent front passenger, 3 percent rear passenger

– About one-third of enhanced reminders for front seat meet

Australasian and Euro NCAP criteria

• 2012 highway bill allows federal government to require

stronger belt reminders

– Can require chime for more than 4-8 seconds

– Cannot require ignition interlocks but can allow automakers

to use interlock to comply with safety regulation

– Must begin rulemaking to require rear seat reminders

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Cellphone blocking technologies

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Statewide bans on hand-held phones August 2012

California, Connecticut,

Delaware, Maryland,

New York, New Jersey,

Nevada, Oregon,

Washington, West

Virginia and the District

of Columbia ban hand-

held phone use

by all drivers.

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Statewide bans on cellphone use for teenage drivers August 2012

Teenage drivers in 32

states and the District of

Columbia are banned

from talking on any type

of cellphone.

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Text messaging bans August 2012

Texting is banned for all

drivers in 39 states and

the District of Columbia.

Teenage drivers are

banned from texting

in 5 states.

teenage drivers

all drivers

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Percentage of cellphone use among teenage drivers before and after North Carolina cellphone ban

0

4

8

12

16

pre-law 4 months post-law 2 years post-law

North Carolina

South Carolina

Goodwin et al., 2012

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Types of cellphone blocking app technology

Phone GPS used to detect motion of vehicle,

activating app

Cellphone carrier software uses signal from phone

and cellphone towers to detect motion of vehicle,

triggering app

With OBD-II/software, Bluetooth dongle is

attached to vehicle’s OBD-II port; when ignition

starts, dongle sends signal to phone, activating

app

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Selected cellphone blocking technology features

• Block incoming and outgoing phone calls and/or text messages

• Lock phone screen so other apps cannot be accessed

• Silence phone alerts

• Records of violations or tampering accessible to parents or fleet

managers

• Passenger override features

• Emergency 911 calls always allowed

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Limitations to cellphone blocking technology

• With some systems, driver can easily activate passenger override

• GPS detects motion only above speed threshold, e.g., 10-15 mph

• GPS cannot determine mode of transportation, e.g., activates when

traveling by bus or train

• Some systems strain phone’s battery life

• Hardware can be disabled or unplugged

• Technologies depend on phone software; iphones problematic

• No data on how widely systems are used by fleets or individuals

• No evaluations of effects of systems on phone use while driving

or crashes

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Advanced in-vehicle alcohol detection technology

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Alcohol ignition interlocks

• Driver blows into a tube to

test breath for alcohol

• Vehicle won’t start if certain

amount of alcohol detected

• Periodic retests while vehicle

is in motion

• BAC ≤ 0.025 percent is

typical threshold for DUI

offenders

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Broader installation of alcohol detection technology

• Current ignition interlocks are not suitable for use in

all vehicles

– Inconvenient, expensive, require calibration

– People who obey alcohol-impaired driving laws

– People who don’t drink alcohol

• Need technology that is virtually invisible to driver

without sacrificing precision

– Accurately detects alcohol impairment (without false

positives or false negatives)

– Must differentiate between driver and passenger

– Technologies in research and development

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Driver alcohol detection system for safety

• Partnership between federal government and automakers

– Research, develop, and test advanced alcohol detection

technology suitable for all vehicles

– Build public support for vehicle-based approach

• Phase two

– Two technology developers selected to develop system to

reliably determine driver’s BAC in 1/3 second

– System must be reliable and durable enough to install in test

vehicle by end of two years

– Gauging public response to specific technologies

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Potential lives saved in 2010 if BACs of drivers limited to specific maximums

BAC

< 0.08 g/dl

zero

BAC

drivers with multiple DUI

convictions within 3 years 104 143

drivers with at least one prior

DUI conviction within 3 years 552 785

all drivers 7,082 10,600

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Naturalistic studies may help us learn more about teenage crash risks

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Naturalistic studies

• Drivers monitored continuously as they drive instrumented

vehicles over weeks and even months, without interference

• Data collected from vehicle network, continuous videos, lane

tracking, accelerometers, GPS, incident box, etc.

• Studies typically use kinematic data triggers to identify crashes

and near-crashes (high g-force events) or other “safety-relevant

events” (e.g., lane deviations) and may generate samples of

control episodes of “normal driving” without events

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Changes in teenagers’ driving during first 18 months of licensure (Simons-Morton et al., 2011) 42 teenagers and their parents

• Teenagers had 242 near crashes and 37 crashes (4 crashes

reported to police, 1 involved injury)

• Teenagers’ elevated rates of g-force events correlated with

crashes and near crashes

• Teenagers’ crash/near crash rates decreased over time but

remained much higher than adult crash/near crash rates

• Teenagers’ g-force event rates were higher than for adults and

did not decline

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Factors associated with crash/near-crash rates and risky driving (Simons-Morton et al., 2011) 42 teenagers and their parents during first 18 months of licensure

• Teenagers’ crash/near-crash rates were 75 percent lower with

an adult vs. no passenger present

• Lower rates of risky driving:

– adult passenger vs. no passenger present

– one teenage passenger vs. no passenger present

– early night or late night vs. daytime

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Observing teenagers learning to drive

50 families during year-long permit stage (Goodwin et al., 2010)

• Less practice driving than previously assumed

• Practice driving is fairly homogenous; no progression to more

demanding situations

• Parent instruction focuses on vehicle handling rather than

higher-order driving skills

• Challenging to develop effective guidance for parents given

complexities of teenager/parent relationship and mentoring of

safe driving practices

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Percent of driving incidents by driving stage 38 teenagers (Goodwin et al., 2011, 2012)

0

10

20

30

40

50

60

driver mistake - vehicle handling

driver mistake - judgment/perception

other driver at fault

deliberate dangerous maneuver

learner permit

intermediate license

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Dedicated to reducing deaths, injuries, and property damage on the highway

Anne T. McCartt, Ph.D.

Senior Vice President, Research

[email protected], 703-247-1534