Sleep Apnea, Sleep Debt and Daytime Sleepiness Are Independently Associated with Road Accidents. A Cross-Sectional Study on Truck Drivers
RESEARCH ARTICLE
Sleep Apnea, Sleep Debt and Daytime
Sleepiness Are Independently Associated with
Road Accidents. A Cross-Sectional Study on
Truck Drivers
Sergio Garbarino1,2☯, Paolo Durando2☯, Ottavia Guglielmi1, Guglielmo Dini2,
Francesca Bersi2, Stefania Fornarino1, Alessandra Toletone2, Carlo Chiorri3,
Nicola Magnavita4*
a11111
1 Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal/Child Sciences
(DINOGMI), University of Genoa, Genoa, Italy, 2 Department of Health Sciences, Postgraduate School in
Occupational Medicine, University of Genoa and Occupational Medicine Unit, IRCCS AOU San Martino IST,
Genoa, Italy, 3 Department of Educational Sciences, University of Genoa, Genoa, Italy, 4 Institute of Public
Health, Università Cattolica del Sacro Cuore, Rome, Italy
☯ These authors contributed equally to this work.
*
OPEN ACCESS
Citation: Garbarino S, Durando P, Guglielmi O, Dini
G, Bersi F, Fornarino S, et al. (2016) Sleep Apnea,
Sleep Debt and Daytime Sleepiness Are
Independently Associated with Road Accidents. A
Cross-Sectional Study on Truck Drivers. PLoS ONE
11(11): e0166262. doi:10.1371/journal.
pone.0166262
Editor: Andrea Romigi, University of Rome Tor
Vergata, ITALY
Received: July 28, 2016
Abstract
Background
Recent research has found evidence of an association between motor vehicle accidents
(MVAs) or near miss accidents (NMAs), and excessive daytime sleepiness (EDS) or its
main medical cause, Obstructive Sleep Apnea (OSA). However, EDS can also be due to
non-medical factors, such as sleep debt (SD), which is common among professional truck
drivers. On the opposite side, rest breaks and naps are known to protect against accidents.
Accepted: October 25, 2016
Published: November 30, 2016
Copyright: © 2016 Garbarino et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Study Objectives
To investigate the association of OSA, SD, EDS, rest breaks and naps, with the occurrence
of MVAs and NMAs in a large sample of truck drivers.
Methods
Data Availability Statement: Data is available from
the Dryad Digital Repository: http://dx.doi.org/10.
5061/dryad.j6fj6.
949 male truck drivers took part in a cross-sectional medical examination and were asked to
complete a questionnaire about sleep and waking habits, risk factors for OSA and EDS.
Funding: Medical examinations were funded by the
CNH-Iveco Industrial Corporation (Grant number
25171877) within the “CNH Iveco Industrial CheckStop Project", an international project for road
safety, supported by the European Union Road
Safety Action and the Italian Ministry of Transport.
The funders had no role in study design, data
collection and analysis, decision to publish, or
Results
MVAs and NMAs were reported by 34.8% and 9.2% of participants, respectively. MVAs
were significantly predicted by OSA (OR = 2.32 CI95% = 1.68–3.20), SD (OR = 1.45 CI95%
= 1.29–1.63), EDS (OR = 1.73 CI95% = 1.15–2.61) and prevented by naps (OR = 0.59
CI95% = 0.44–0.79) or rest breaks (OR = 0.63 CI95% = 0.45–0.89). NMAs were significantly
predicted by OSA (OR = 2.39 CI95% = 1.47–3.87) and SD (OR = 1.49 CI95% = 1.27–1.76)
PLOS ONE | DOI:10.1371/journal.pone.0166262 November 30, 2016
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Sleep and Accidents in Truck Drivers
preparation of the manuscript. Print expenses will
be covered with University funds from NM.
Competing Interests: Medical examinations were
funded by CNH-Iveco. The funders had no role in
study design, data collection and analysis, decision
to publish, or preparation of the manuscript. This
does not alter our adherence to PLOS ONE policies
on sharing data and materials. Print expenses will
be covered with University Funds D.1 (year 2015)
of the corresponding author (NM).
and prevented by naps (OR = 0.52 CI95% = 0.32–0.85) or rest breaks (OR = 0.49 CI95% =
0.29–0.82).
Conclusions
When OSA, SD or EDS are present, the risk of MVAs or NMAs in truck drivers is severely
increased. Taking a rest break or a nap appear to be protective against accidents.
Introduction
In the last three decades or so, several studies demonstrated a clear relationship between excessive daytime sleepiness (EDS) and motor vehicle accidents (MVAs) [1–5]. EDS accounts for
20% of total MVAs, with lethality rates higher than those reported for MVAs associated with
other risk-factors (11.4% vs 5.6%) [2]. Obstructive sleep apnea (OSA) is the main medical
cause of EDS and is also associated with an increased risk of MVAs [6]. Unfortunately, professional drivers suffer from other risk factors for OSA. These include obesity, hypertension, dyslipidemia, smoking, drinking, and insufficient physical exercise [7,8], as well as gender (i.e.,
male) and increasing age [9,10]. Individuals with OSA show intermittent hypoxemia [11],
reduced frontoparietal activation, failure in top-down prefrontal control and attentional networks [12]. These conditions tend to impair executive functions, alertness, sustained attention,
and cognitive performance [13].
EDS in professional drivers can also be induced by other non-medical factors, such as sleep
debt (SD), which, in turn, may be the result of organizational work factors (i.e., overtime,
irregular schedules, night shifts), bad sleep habits (i.e., inadequate rest, extended wakefulness)
and excessive physical and mental activity [14–19]. These factors are known to impair driving
ability and induce subjective feelings of tiredness, slowed reaction times, lapses of attention to
critical details and performance deterioration [20–23]. As a result, sleep- and EDS-related
MVAs are more likely to occur among professional male drivers than in males in the general
population [24,25].
Among road crashes, it has been reported that more than half of truck accidents cause fatal
injuries and/or chronic disabilities and that the truck driver is found at fault in more than 80%
of the cases [26]. Therefore, investigation of the risk and protective factors in truck drivers that
maybe associated with MVAs and NMAs appears to be of crucial importance. Previous studies
that addressed the above mentioned issue confirmed that EDS represent a specific risk factor
for both MVAs and NMAs in this work category [27–29]. Nevertheless, to the best of our
knowledge, no previous study simultaneously investigated OSA and EDS on one hand and SD
on the other, in order to analyze the relative importance of these risk factors. The present
study aims to fill this gap by also taking into account two behavioral countermeasures to sleepiness, such as naps [30] and rest breaks [31], that have already proved to be protective factors
against accidents. In particular, the protective effect of these habits was investigated to confirm
their specific contribution when associated with the above mentioned risk factors.
Methods
Recruitment of Participants
Be (...truncated)