Global Journal of Engineering Sciences (GJES)
Key Components of A Motorcyclist Safety – Case Study Slovenia
Authored by Tomaž Tollazzi
Abstract
Powered
two-wheelers (PTWs) is a term used in the motorcycle industry that includes
motorcycles, mopeds and scooters. PTWs are an economical means of transport
that offer increased mobility in case of traffic jams, which is very popular in
urban transport. In addition, riding a motorized two-wheeler offers a special
feeling that is attractive to many riders. However, PTWs can also be considered
as a vulnerable group of road users.
In
last few years the total number of traffic accidents in Slovenia has decreased
whilst the number of accidents involving powered two-wheelers (PTWs) has
increased. In 2017, 104 people died in road accidents in Slovenia, the lowest
number recorded in the last 60 years. In contrast, during the same year there
was a noticeable increase in the number of PTW rider fatalities. By the end of
2017, there were 29 fatalities among PTW riders, which, in comparison to the
previous year (2016, 24 fatalities), represents an increase of 21%. In 2017,
the proportion of PTW fatalities was 24% out of all road accident fatalities,
which is the worst Figure since records began in Slovenia. In addition, the
proportion of PTW riders who were seriously injured or killed in comparison to
the overall number that were seriously injured or killed in all traffic
accidents was significantly higher than the proportion of PTW riders in the
traffic structure.
Due to
all of the above-mentioned data, it is clear that there is a significant
interest in Slovenia in understanding the relations between motorcyclists and
road infrastructure, to find some new approaches to design, equipping and
maintaining roads.
In
this paper an eye-tracking research is also presented, which was carried out
with motorcyclists and personal car drivers. We applied a method based on
visual analysis to study the gaze behavior of motorcyclists’ and personal car
drivers. This method allows us to explore patterns and extract common eye
movement strategies.
Consequently,
we suggest some new measures for upgrading the level of motorcyclists’ traffic
safety.
Keywords: Powered two-wheelers; Safety;
Infrastructure; Measures; Eye-tracking
Introduction
Powered
two-wheelers (PTWs) is a term in the motorcycle industry, which includes
motorcycles, mopeds and scooters. PTWs represent an economical means of
transport, offering increased mobility in traffic congestion, which is popular
in urban commuting. In addition, riding a PTW provides a special sensation
which is attractive for many riders.
The
vulnerability of PTWs has been highlighted by the large number of traffic
accidents and poor safety statistics in many European and worldwide countries.
Motorcycles have very different road performance characteristics than other
types of vehicles. Certain maneuvers and road conditions carry a higher risk to
motorcyclists than to drivers. Consequently, PTW riders can also be considered
as a vulnerable group of road users. Especially because they do not have a
protective “shell”, the driving dynamics of two-track vehicles differ from the
driving dynamics of a singletrack vehicles (two-track: steering wheel,
one-track: handlebar and lean angle), consequently rider has some difficult handling
tasks while controlling the motorcycle, in particular during cornering or
braking maneuvers and even more so in emergency situations to mitigate or avoid
incidents, low mass relative to other types of motorized participants (coming
from the opposite direction), occupants of passenger cars are ’’passive’’,
occupants on motorcyclist must be ’’active’’, crash barriers are designed with
only cars and heavy vehicles in mind and may pose a danger for singletrack
vehicles, transmission of traction force: two-track vehicles - at least on two
wheels (sometimes on four), single-track vehicles – on only one, and finally
kW/kg ratio. Consequently, riding a motorized two-wheeler is more dangerous
than driving other motor vehicle.
PTW riders in the
European Union are one of the most vulnerable groups of road users [1]. They
are quite often involved in road traffic accidents and, unfortunately, in many
cases can be seriously injured or even killed. Some studies of PTW accidents
have reported that approximately 96% of riders of PTWs involved in traffic
accidents are at great risk of suffering certain injuries [2]. Moreover, other
studies show that even in 50% of such accidents, serious injuries or even death
of the rider occurred [3] (Figure 1).
In the EU the number
of fatalities per 100,000 registered motorcycles is twice as high for
motorcycle riders as the number of fatalities for car passengers per 100,000
registered cars [4]. In 2014 alone, approximately 26,000 people were killed in
road accidents across the EU and PTWs accounted for 17% of those fatalities
(compared to 16% in 2005). In 2014, at least 3,841 PTWs riders (drivers and
passengers) of motorcycles were killed in the EU in road accidents [4] Figur 1.
shows that between 2005 and 2014 the road traffic fatality rate of PTWs
decreased in most EU countries. Significant decreases were recorded in Italy,
Portugal and Cyprus, whereas the fatality rate increased in Romania and Poland
[5].
A first indication of
traffic safety is obtained by relating the number of motorcycles to the number
of fatal motorcycle accidents in a country (Table 1) [6]. Official European
Commission statistics report about 4,500 fatal motorcycle accidents for 2012.
The danger rank of each country is based on calculating the number of registered
motorcycles per fatal accident. The more motorcycles per fatal accident, the
safer the country is; the fewer motorcycles per fatal accident, the more
dangerous the country is. Countries can then be classified into two categories
as relatively safe or relatively dangerous compared to the European average.
The number listed for each country is its danger rank: 1 is the safest country,
25 is the most dangerous country. The European average is 5,000 motorcycles per
fatality. For countries did not categorize the required data is not available
There are an estimated 23,000,000 motorcycles
in 31 European countries according to 2013 Figures from the European
Association of Motorcycle Manufacturers (ACEM) [6]. Seven countries have more
than one million motorcycles, with Italy holding the absolute top position
(Table 2). In the last few years the total number of traffic accidents in
Slovenia has decreased whilst the number of accidents involving PTWs has
increased. In 2017, 104 people died in all road accidents in Slovenia, the
lowest number recorded in the last 60 years. In contrast, during the same year
there was a noticeable increase in the number of PTW rider fatalities. By the
end of 2017, there were 29 fatalities among PTW riders, which, in comparison to
the previous year (2016, 24 fatalities) represents an increase of 21%. In 2017
the proportion of PTW fatalities was 24% out of all road accident fatalities,
which is the worst Figure since records began. In addition, the proportion of
PTW riders that were seriously injured or killed in comparison to the overall
number that were seriously injured or killed in all traffic accidents was
significantly higher than the proportion of PTW riders in the traffic structure.
Past Awareness Campaigns and Implemented Measures for PTWs in
Slovenia
For several years Slovenia has
been implementing various campaigns and introducing various measures in order
to become a motorcycle-friendly country. Until now, several preventive
awareness campaigns and additional educational campaigns have been carried out,
whilst various measures have also been implemented that aim to lessen the
consequences of road accidents involving motorcyclists.
In the past Slovenia tried to
improve the low-level of traffic safety of PTWs in various ways; the following
measures were generally used:
• preventive campaigns and
additional education,
• additional non-traffic signs
and road markings,
• improved road/roadside
safety conditions.
Preventive awareness campaigns
and additional education are considered a ‘long-term investment’, as the positive
consequences are only visible after an extended period. This measure includes
the production and distribution of promotional flyers, brochures and posters
(Figures 2&3). containing precautionary contents in order to promote better
traffic safety.
Implementation of
additional traffic/non-traffic signs and road markings is a less widespread
approach for improving PTW traffic safety. The following measures have
generally been used in Slovenia:
• preventive
non-traffic signs that are not a part of the Slovenian regulation (Figure 4).
• additional road
markings that are not a part of the Slovenian regulation.
• Improved
road/roadside safety conditions can be accomplished through the implementation
of physical measures. The aim of such physical elements is to achieve a higher
level of safety on the road and particularly in areas directly next to roads
(roadside). These measures are also called infrastructure safety improvements:
• motorcycle-friendly
roadside barriers (Figure 5a),
• motorcycle collision
shock absorbers (mounted on guardrails posts),
The best results were
obtained in Slovenia through the use of additional non-traffic signs and
motorcycle-friendly roadside barriers.
However, all these measures
mentioned above are of a reactive nature and were only installed after it was
found that some locations are dangerous for PTW riders. Logically, there was a
demand to do something proactive in terms of road design, equipping and
maintaining phases before traffic accidents involving PTW riders occurred. The
condition for this is an understanding of the motorcyclists’ behavior.
Gaze Behavior of Motorcyclists and
Passenger Car Drivers in Urban Areas – A Visual Comparison
Eye-tracking technology
In the recent past, research
in the field of driver distraction connected to traffic situations and roadside
was often performed using simulations, which do not necessary reflect the real
environment, consequently the results were not always reliable.
The use of mobile eye-tracking
solutions for the analysis of different types of road users is steadily
increasing. In the beginning, the researchers mainly used mobile eye-trackers
in laboratories and carried out experiments indoors. However, these experiments
do not reflect the realistic behavior and situation of road users in the real
traffic environment. Therefore, researchers are now conducting a growing number
of studies in real environments [7].
While researchers have
analyzed the visual perception of pedestrians and car drivers in many
eye-tracking studies [8], there are only few studies that have been conducted
with powered twowheelers. Although important research has been conducted in the
past on the correlation between the behavioral perceptions of motorcyclists and
their actual behavior [8], changes in the behavior of drivers when driving a
motorcycle or car [9], the way motorcyclists recognize objects at the roadside
(e.g. advertising) [10] and how motorcyclists react to safe and unsafe
roadsides [1], this area has not yet been sufficiently investigated.
The issue is even more complex
because the Haddon matrix is slightly different for a motorcyclist [11] than
for a car driver. In contrast, road equipment (e.g. locations of traffic signs,
types of safety barriers, road markings, etc.) is generally adapted to cars,
buses and trucks [12].
Eye-tracking technology
enables analysis of whether different types of road users are potentially aware
of each other, of traffic lights, traffic signs, road markings, curve curvature
or dangerous static or dynamics obstacles on the roadway or at the roadside.
The eye-tracking technology offers the possibility to evaluate the focus of the
drivers and the fixation of their gaze with minimal distracting equipment. It
also enables research in real environments and under real traffic flow
conditions in order to obtain information that is as realistic as possible.
In the presented research we
apply a visual analytic-based method to analyses the gaze behavior of
motorcyclists and car drivers. This is done in real world eye-tracking settings
in different traffic situations in urban areas to find out their differences.
We conducted the studies with
a Tobii Pro Glasses 2 (Figure 6). Tobii Pro Glasses 2 gives researchers deep
and objective insights into human behavior by showing exactly what a person is
looking at in real time while moving freely in any real-world environment.
Using the Tobii Pro Glasses 2 makes it easy to understand how people interact
with their environment, what attracts their attention, determines their
behavior and influences decision-making. Tobii Pro Glasses 2 enables advanced
analysis using tools such as heat maps, gaze replays, areas of interest (AOI),
output metrics such as time to first fixation & time spent
Method
We conducted the study in an
urban area of a city in Slovenia, where the speed limits differ. The definition
of the route for the research was based on the investigation of possibilities
to include different relevant traffic situations and road infrastructures,
consequently also different roadsides. In the studies, the participants had to
follow a predefined route, which included driving along the road (free
section), driving at intersections (traffic lighted and priority-controlled
intersections), at roundabouts (standard singlelane, turbo and assembled mini
roundabouts) and driving through the tunnel.
Some restrictions were applied
in the selection of participants involved in the studies. We have selected
riders and drivers without heavy make-up, without prescription glasses and
without drooping eyelids. We have also applied some restrictions in the choice
of motorcycle helmets. Although there are six main types of motorcycle helmets,
we have used only modular (“flip-up’’), half and full open face helmets in the
studies. During the tests, motorcyclists only rode with a visor for eye
protection and without a secondary inner visor for additional protection from
sunlight.
We conducted the studies with
a total of 20 participants (10 passenger car drivers and 10 motorcyclists).
Conclusion
The vulnerability of PTWs has
been established with the large number of road accidents and poor safety
statistics in many European and world countries. PTW riders in the European
Union are one of the most vulnerable groups of road users. They are quite often
involved in road accidents and, unfortunately, in many cases can be seriously
injured or even killed.
Preventive awareness
campaigns, additional education and training, additional non-traffic signs and
road markings, physical measures to mitigate the effects of road accidents
involving motorcyclists, are only a part of the efforts to provide
motorcyclists safe participation in traffic.
Much can also be done by safer
road design, and safer equipping and maintaining, taking into account also
motorcyclists. The condition for this is an understanding of the motorcyclists’
behavior. Because of their vulnerability, riders have to concentrate on the
traffic rather than on the carriageway and roadside, but infrastructure deficits
are often the primary or at least a contributing factor in motorcycle
accidents. Especially because road design, equipment and maintenance are mostly
determined by the needs of other motorized vehicles, with road standards and
guidelines generally taking little account of the specific needs of
motorcyclists.
In order to better understand
the behavior of a motorcyclist, we made a comparison of his behavior with the
behavior of a personal car driver. We limited on visual comparison of gaze
behavior.
We have found that the gaze
behavior of motorcyclists and personal car drivers differs and depends on the
traffic situation. In general, we can say that there is almost no difference in
focusing on the carriageway and roadside, but there is a significant difference
in focusing on traffic signs and mirrors, and the most significant difference
is in focusing on road marking. How big the difference is depending on the
traffic situation.
Because of this difference it is clear that there is a need to search new approaches to road design, equipment and road maintenance from motorcyclists’ traffic safety point of view.
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