U.S. Department of Transportation
Federal Highway Administration
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Federal Highway Administration Research and Technology
Coordinating, Developing, and Delivering Highway Transportation Innovations
REPORT |
This report is an archived publication and may contain dated technical, contact, and link information |
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Publication Number: FHWA-HRT-16-014 Date: April 2016 |
Publication Number: FHWA-HRT-16-014 Date: April 2016 |
The driver fatigue focus area within the NSTSCE program centered on the role fatigue plays in both light- and heavy-vehicle crashes and developing and evaluating countermeasures to reduce fatigue-related crashes (a noteworthy mission because driver fatigue is a major issue in transportation safety). Naturalistic driving research conducted by VTTI in both light- and heavy-vehicle domains identified driver fatigue as a contributing factor in approximately 20 percent of all SCEs.
While assessing the impact of driver fatigue on safety is an important topic area, the subject-matter area broadened the definition in 2010 to include driver impairment. Acknowledging that driver fatigue is a type of impairment, the focus area now includes research directed at other types of impairment, such as driver distraction and alcohol/drugged driving. Furthermore, research topics that are either directly or tangentially related to these key types of impairment are also considered. For example, health and wellness (H&W) issues that can affect driver fatigue levels (e.g., obstructive sleep apnea (OSA)), environmental and regulatory factors that can affect driver safety (e.g., hours-of-service regulations), and the impact of technology on impairment (e.g., technology as a distracting agent or as a countermeasure to address impairment) are growing areas of interest in the driver impairment field. Table 46 through table 56 describe the 11 projects that are under this research focus area.
VTTI Project Number/Fund Code | 425818 |
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Short Project Title | Truck Driver Health-Fatigue |
VTTI PI | Doug Wiegand |
Begin | December 2007 |
End | November 2008 |
FHWA Funding | $39,999.77 |
Long Project Title | Commercial Motor Vehicle Driver Health and Fatigue Study |
Project Description | This project looked at driver BMI and its relation to fatigued driving. A literature review provided support for the notion that obesity is linked to sleep problems (e.g., OSA) and fatigue-relevant outcomes (e.g., excessive daytime sleepiness); in addition, analyses of naturalistic driving data supported the notion that obesity is a risk factor for driving while fatigued. A focus group of commercial drivers investigated perceived barriers to living a healthy lifestyle while on the road. Finally, several existing H&W programs were described. The findings of this report indicated that obesity is a major problem in CMV operations. Of the 103 analyzed drivers, a majority (81.6 percent) were classified as either overweight or obese based on their BMI scores. Naturalistic driving data analysis found that being overweight or obese is a risk factor for driving while fatigued; obese drivers were between 1.89 [CI = 1.33, 2.70] and 8.31 [CI = 5.38, 12.84] times at greater risk than normal weight individuals for driving while fatigued, depending on the fatigue measure used. The data analysis also showed that individuals with a higher BMI are at greater risk for experiencing an SCE when compared to those with a lower BMI. |
Deliverable | Commercial Motor Vehicle Health and Fatigue Stud y(43) |
BMI = Body mass index.
CI = Confidence interval.
CMV = Commercial motor vehicle.
VTTI Project Number/Fund Code | 425769 |
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Short Project Title | Fatigue FOT |
VTTI PI | Doug Wiegand |
Begin | June 2006 |
End | September 2007 |
FHWA Funding | $100,000.00 |
Long Project Title | Assessment of Fatigue from the Drowsy Driver Warning System Field Operation Test (DDWS FOT) |
Project Description | The objective of this study was to use naturalistic driving data to investigate issues in the trucking industry such as driver sleep/rest cycles and crash countermeasures. Continuous driving performance data were collected for 100 CMV drivers during 4 mo of their normal driving routine, collecting approximately 14,600 h of driving data. During this period, over 2,800 SCEs were identified: 13 crashes, 58 NCs, 1,595 crash-relevant conflicts, and 1,213 unintentional lane deviations. In addition to video and performance data, each participant wore an actigraph watch (a sleep monitor) and filled out a daily activity log. The data provided information about the drivers' daily sleep patterns and amount of sleep, as well as a reference for measuring the amount of time since the last sleep period in reference to a critical incident. One or more crash countermeasures were also identified for each critical incident. The results of this study provided information about the driver's daily work/sleep schedule and development of countermeasures for SCEs. |
Deliverable | Fatigue Analyses : From 16 Months of Naturalistic Commercial Motor Vehicle Driving Data(44) |
VTTI Project Number/Fund Code | 451164 |
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Short Project Title | Sneak Peek |
VTTI PI | Myra Blanco |
Begin | May 2012 |
End | May 2014 |
FHWA Funding | $30,075.42 |
Long Project Title | Sneak Preview: A Proof of Concept of an Early SCE Detection Algorithm |
Project Description | The Sneak Peek project developed a data evaluation and analysis tool (Sneak Peek) for projects with specific limitations inconsistent with typical naturalistic data collections. Use cases identified for such a tool included projects lacking the budget for full data storage, insufficient funding for complete data reduction, and pilot-testing large-scale naturalistic data studies. The results of this effort demonstrated that the data evaluation and analysis tool is feasible; however, its limited features preclude it from more complex analysis needs. The Sneak Peek tool was also found to decrease the amount of storage capacity required by reducing the amount of data needed within the data warehouse. |
Deliverable | The deliverable of this project is an assessment of a proof of concept tool. The stakeholders did not fund the next phase of this project. |
VTTI Project Number/Fund Code | 425819 |
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Short Project Title | ORD |
VTTI PI | Doug Wiegand |
Begin | December 2007 |
End | October 2008 |
FHWA Funding | $44,999.57 |
Long Project Title | Development and Evaluation of a Naturalistic Observer Rating of Drowsiness Protocol |
Project Description | Video examples from both the DDWS FOT and 100-car studies were identified for each relative indicator of drowsiness. A behavior and mannerism checklist was also developed for the protocol as a tool for individuals to use while performing ORD ratings. In addition to the relative indicators of drowsiness, individual driver data were reviewed to select six drivers who exhibited a range of drowsiness during the DDWS FOT and 100-car studies. Video examples were selected from those drivers and identified as driving while alert, slightly drowsy, moderately drowsy, very drowsy, and extremely drowsy. Each clip was reviewed, evaluated, and edited in the same manner as the relative indicators of drowsiness videos, and the research team developed a written description of how each one was classified. The final training protocol included the following:
Once developed, a peer-review meeting solicited feedback from senior research faculty at VTTI regarding the protocol, video examples, and study design for evaluating the training protocol. All feedback was incorporated into the finalized protocol document. Evaluation of the training protocol to assess intrarater reliability and interrater reliability was also conducted. |
Deliverable | Development and Evaluation of a Naturalistic Observer Rating of Drowsiness Protocol(45) |
ORD = Observer rating of drowsiness.
VTTI Project Number/Fund Code | 425998 |
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Short Project Title | OSA Case Study |
VTTI PI | Erin Mabry |
Begin | March 2009 |
End | December 2013 |
FHWA Funding | $43,270.05 |
Long Project Title | Impact of Treating Sleep Apnea in Commercial Motor Vehicle Drivers: A Case Study |
Project Description | Two leading U.S. transportation companies partnered with two commercial sleep apnea treatment providers and a sleep management provider to implement OSA programs that screen, diagnose, treat, and manage their OSA-positive CMV drivers. This NSTSCE project included focus groups and phone interviews with drivers and staff involved in each OSA program to assess drivers' and staff perceptions and opinions of their respective programs. The majority of drivers expressed satisfaction with participating in their company's OSA program. Drivers reported the following benefits: improved sleep quality, increased energy and feeling well rested, improved health, and decreased concerns about falling asleep while driving. Overall, OSA program personnel believed their programs were successful and were eager to continue refining and improving the material. Staff also reported challenges they faced while implementing and maintaining the OSA programs, such as gaining driver acceptance of the program and significant time delays between screening and testing drivers for OSA due to the high volume of drivers at risk for OSA. |
Deliverable | Case Study on the Impact of Treating Sleep Apnea in Commercial Motor Vehicle Drivers(46) |
VTTI Project Number/Fund Code | 451051 |
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Short Project Title | High Risk CMV Drivers |
VTTI PI | Jeff Hickman |
Begin | October 2010 |
End | March 2011 |
FHWA Funding | $24,999.86 |
Long Project Title | Identifying High-Risk Commercial Truck Drivers Using a Naturalistic Approach |
Project Description | Several research reports suggest that individual differences in personality and performance may predispose some people to a greater risk of being involved in a crash. This project assessed the concept of high-risk CMV drivers and their characteristics. The study used naturalistic data collected during the FMCSA-funded DDWS FOT and NTDS projects. Three distinct clusters of CMV drivers (safe, average, and risky) emerged in the cluster analysis. A small percentage of CMV drivers was responsible for a disproportionately large amount of SCEs, whereas the vast majority of CMV drivers consistently operated their vehicles safely. It appears that interventions targeting the risky group of drivers would yield the largest impact on crash reduction. |
Deliverable | Identifying High-Risk Commercial Truck Drivers Using a Naturalistic Approach(47) |
VTTI Project Number/Fund Code | 451052 |
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Short Project Title | Worksite Health and Wellness |
VTTI PI | Erin Mabry |
Begin | October 2010 |
End | December 2013 |
FHWA Funding | $25,001.52 |
Long Project Title | Case Study on a Worksite Health and Wellness Program |
Project Description | The typical lifestyle of a CMV driver involves irregular work and sleep hours, physical inactivity, poor eating habits and nutrition, and mental and physical stress. Up to 90 percent of CMV drivers are overweight or obese. To combat the rise in obesity and its associated risks, a leading transportation company initiated an H&W program. This study detailed the company's H&W program and evaluated the opinions, perceptions, and program satisfaction of participating drivers and program staff. Phone interviews were conducted with key program personnel to detail the H&W program. The interview discussed recruitment methods, tests and assessments administered to drivers, H&W education, health coaching, health achievements, motivational strategies, and long-term follow-up. Questionnaires administered to the company's drivers and program staff collected demographic information and inquired about their opinions, perceptions, and satisfaction with the H&W program. Recommendations were developed to aid carriers wishing to implement an H&W program for their fleets. |
Deliverable | Case Study on Worksite Health and Wellness Program for Commercial Motor Vehicle Drivers(48) |
VTTI Project Number/Fund Code | 451141 |
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Short Project Title | Prescription Drug |
VTTI PI | Jeff Hickman |
Begin | December 2013 |
End | June 2014 |
FHWA Funding | $50,091.79 |
Long Project Title | Prescription and Over-the-Counter Drug Use and Their Relationship to Involvement in a Safety-Critical Event |
Project Description | This project served as a pilot study that illustrated the feasibility of using naturalistic driving data to assess the risk of an SCE associated with Rx and OTC drug use while driving. The research found that nearly 97 percent of CMV drivers used an OTC drug at least once (mostly caffeine pills), and 25 percent used at least one Rx drug. Results also showed that Rx and OTC (non-caffeine) drug use was not associated with an increased or decreased risk of involvement in an SCE. In addition, drugs that had potential adverse effects related to driving were not found to increase the risk of involvement in an SCE. The use of caffeine was found to be associated with a decreased risk of SCE involvement in all seven half-lives (odds ratios ranging from 0.44 to 0.66). Recording OTC and Rx use via an activity register (or something similar) should be considered in all future naturalistic studies because collecting this data likely involves minimal cost and effort. |
Deliverable | Prescription and Over-the-Counter Drug Use and Its Relationship to Involvement in Safety-Critical Events(49) |
OTC = Over-the-counter.
Rx = Prescription.
VTTI Project Number/Fund Code | 451144 |
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Short Project Title | Drivers Ed Case Study |
VTTI PI | Andy Schaudt |
Begin | July 2012 |
End | December 2013 |
FHWA Funding | $49,988.48 |
Long Project Title | Evaluation of Light-Vehicle Driver Education Programs Targeting Sharing the Road with Heavy Vehicles: Case Study Analysis |
Project Description | This case study had a twofold purpose: first, researchers investigated current light-vehicle driver education programs that contained components on sharing the road with heavy vehicles and developed a supplemental practices document on key sharing-the-road information that teachers could cover with students. Second, a case study was performed with a light-vehicle driver education program in a single state that only included a basic textbook-based component on sharing the road with heavy vehicles. Researchers evaluated two components introduced in different driver education classrooms and compared them with the basic textbook-based component. The first component was updated digital video disc material by the Commercial Vehicle Safety Alliance titled Teens and Trucks. The second component was a hands-on truck experience program developed by researchers. Each classroom of students that received one of the components was invited to take part in a survey 2 mo later and knowledge retention of key learning points (e.g., heavy-vehicle no-zones (blind spots)) was measured. Focus groups were also conducted in which participants discussed how to share the road with heavy vehicles. |
Deliverable | Evaluation of Light-Vehicle Driver Education Programs Targeting Sharing the Road with Heavy Vehicles(50) |
VTTI Project Number/Fund Code | 451219 |
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Short Project Title | Road Share |
VTTI PI | Naomi Dunn |
Begin | January 2013 |
End | May 2013 |
FHWA Funding | $3,617.58 |
Long Project Title | Tips for Sharing the Road with Commercial Motor Vehicles: A Web-Based Approach |
Project Description | This project sought to create a Web-based tool utilizing naturalistic videos to provide tips for sharing the road with CMVs, offering a supplemental driving tips training program that would be accessible to the public and based on naturalistic driving data. The Web site would be dedicated to providing video examples of real-world scenarios involving light- and heavy-vehicle interactions, as well as proper sharing-the-road driving behavior. If sharing-the-road scenarios exist that have not been previously captured by naturalistic studies (or participant consent for using the videos cannot be obtained), the Smart Road or VTTI's Commercial Training and Prototyping Simulator will be used to re-create or simulate and record these scenarios as examples for the Web site. |
Deliverable | Report: Tips for Sharing the Road with Commercial Motor Vehicles: A Web-based Approach(51) Web site: Tips for Sharing the Road with Commercial Motor Vehicles(52) |
VTTI Project Number/Fund Code | 451266 |
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Short Project Title | Occupational Distraction |
VTTI PI | Jeff Hickman |
Begin | December 2013 |
End | June 2014 |
FHWA Funding | $26,375.79 |
Long Project Title | Distraction and Fatigue in Occupational Light-Vehicle Drivers |
Project Description | This research included an analysis of naturalistic data collected by a contractor across a 3-mo period. Supervisors in utilities and service organizations were the targeted vehicle operators in these analyses because those employees frequently drove to sites or locations in their territories on a daily basis. These data provided descriptive information about the adverse consequences of fatigue and tertiary tasks while driving. In addition, the contractor completed a secondary review of all cell phone SCEs and spurious baselines within the last 90 days to determine the frequency of the following cell phone variables: dial cell phone, reach for cell phone, reach for Bluetooth®/headset/earpiece, talk/listen on hands-free cell phone, talk/listen on handheld cell phone, and text/email/surf Web on cell phone. The results of these analyses provided information about the scope of cell phone use (as well as other distractions) and fatigue during safety-related events and spurious baselines. The data reduction and reliability protocols were finalized and approved by Lytx™. With the data sharing agreement in place, the research team hopes to begin data reduction and reliability analysis soon. |
Deliverable | Distraction and Fatigue in Occupational Light Vehicle Drivers(53) |