Abstract

Road traffic crashes have significant negative social, economic, and infrastructure consequences, particularly in developing countries. The methods for evaluating the causal factors to identify appropriate interventions and to mitigate the problem are causes of great concern in those countries. One of the major reasons is that the evaluation methods are still based on traditional approaches, which mainly rely on the reported crash records. The underreporting coupled with the incomplete and inconsistent recording of crashes is a major issue in such settings. Poor timelines, ethical issues, biasness, and human error are also critical issues. Using a case study from Bangladesh, an assessment of the data quality of reported crash databases is presented in this article. The approach offers a means to develop and apply a robust method that can yield targeted safety measures without the need for using crash data. The application of traffic conflict techniques, which has gained research interest as a proactive surrogate approach, could be a better alternative. However, the testing and application of this approach are still confined to the lane-based homogeneous traffic environment, which mainly prevails in developed countries. Considering the traffic characteristics and limited facilities in developing countries, this article outlines an adapted framework for safety evaluation using a traffic conflict technique. The adapted technique has been applied in a major highway section of Bangladesh and validated by comparing the characteristics of the estimated conflicts and real crash data. Finally, future research directions for achieving sustainable road safety objectives in developing countries are outlined.

References

1.
World Health Organization
Global Status Report on Road Safety 2013: Supporting a Decade of Action
,
World Health Organization
,
Geneva, Switzerland
,
2013
, 303p.
2.
World Health Organization
Global Status Report on Road Safety 2015
,
World Health Organization
,
Geneva, Switzerland
,
2015
, 323p.
3.
World Health Organization
Global Status Report on Road Safety: Time for Action
,
World Health Organization
,
Geneva, Switzerland
,
2009
, 287p.
4.
Archer
,
J.
, “
Indicators for Traffic Safety Assessment and Prediction and Their Application in Micro-Simulation Modelling: A Study of Urban and Suburban Intersections
,” Ph.D. thesis,
Royal Institute of Technology
, Stockholm, Sweden,
2005
.
5.
Yang
,
H.
, “
Simulation-Based Evaluation of Traffic Safety Performance Using Surrogate Safety Measures
,” Ph.D. dissertation,
Rutgers University
, New Brunswick, NJ,
2012
.
6.
The Organization for Economic Co-operation and Development Road Safety Principles and Models: Review of Descriptive, Predictive, Risk, and Accident Consequence Models, Report No. 892483, The Organization for Economic Co-operation and Development, Paris, France,
1997
, 106p.
7.
Mahmud
,
S. M. S.
,
Ferreira
,
L.
, and
Tavassoli
,
A.
, Traditional Approaches to Traffic Safety Evaluation (TSE): Application Challenges and Future Directions. Bridging the East and West,
American Society of Civil Engineers
,
Reston, Virginia
,
2016
, 242p.
8.
Mahmud
,
S. M. S.
,
Ferreira
,
L.
,
Hoque
,
Md. S.
, and
Tavassoli
,
A.
, “
Application of Proximal Surrogate Indicators for Safety Evaluation: A Review of Recent Developments and Research Needs
,”
IATSS Research
, Vol. 
41
, No. 
4
,
2017
, pp. 
153
163
.
9.
St-Aubin
,
P. G.
, “
Traffic Safety Analysis for Urban Highway Ramps and Lane-Change Bans Using Accident Data and Video-Based Surrogate Safety Measures
,” M.S. thesis,
McGill University
, Montreal, Quebec, Canada,
2012
.
10.
Roper
,
P.
and
Turner
,
B.
, “
Why Do We Need to Take a Risk Assessment Based Approach in Road Safety?
” presented at the
23rd Australian Road Research Board Conference
, Adelaide, Australia, Jul 30–Aug 1,
2008
,
Australian Road Research Board
,
Australia
, https://trid.trb.org/view/885922.
11.
Lord
,
D.
and
Mannering
,
F.
, “
The Statistical Analysis of Crash-Frequency Data: A Review and Assessment of Methodological Alternatives
,”
Transp. Res. Part A: Policy Pract.
, Vol. 
44
, No. 
5
,
2010
, pp. 
291
305
.
12.
Transport Research Laboratory “
Bangladesh Road Crash Costing Discussion Document
,”
TRL
,
Crowthome, United Kingdom
,
2003
, 15p.
13.
Hoque
,
M. M.
and
Mahmud
,
S. M. S.
, “
Road Safety Engineering Challenges in Bangladesh
,” presented at the 13th Road Engineering Conference of Asia and Australasia (REAAA), Korea, Sep. 23–26, 2009,
Road Engineering Association of Asia and Australasia (REAAA)
,
Dhaka, Bangladesh
.
14.
Mahmud
,
S. M. S.
,
Ferreira
,
L.
,
Hoque
,
S.
, and
Tavassoli
,
A.
, “
Application of Traffic Conflict Techniques as Surrogate Safety Measures: A Sustainable Solution for Developing Countries
,”
Sustainable Civil Infrastructures: Innovative Infrastructure Geotechnology
,
Springer International Publishing
,
Cham, Switzerland
,
2017
, pp. 
88
105
.
15.
Zheng
,
L.
,
Ismail
,
K.
, and
Meng
,
X.
, “
Traffic Conflict Techniques for Road Safety Analysis: Open Questions and Some Insights
,”
Can. J. Civ. Eng.
, Vol. 
41
, No. 
7
,
2014
, pp. 
633
641
, https://doi.org/10.1139/cjce-2013-0558
16.
Debnath
,
A. K.
,
Wilson
,
A.
, and
Haworth
,
N.
,
2014
, “
Proactive Safety Assessment in Roadwork Zones: A Synthesis of Surrogate Measures of Safety
,” presented at the
2014 Occupational Safety in Transport Conference
, Queensland, Australia, Sep. 18–19,
2014
,
National Safety Council of Australia
,
Melbourne, Australia
, https://eprints.qut.edu.au/76290/
17.
Transportation Safety Council “
Before-and-After Study, Technical Brief
,”
Institute of Transportation Engineers
,
Washington, DC
,
2009
, pp. 
1
13
.
18.
Sayed
,
T.
,
Zaki
,
M. H.
, and
Autey
,
J.
, “
Automated Safety Diagnosis of Vehicle–Bicycle Interactions Using Computer Vision Analysis
,”
Saf. Sci.
, Vol. 
59
,
2013
, pp. 
163
172
, https://doi.org/10.1016/j.ssci.2013.05.009
19.
Zaki
,
M.
,
Sayed
,
T.
,
Tageldin
,
A.
, and
Hussein
,
M.
, “
Application of Computer Vision to Diagnosis of Pedestrian Safety Issues
,”
Transp. Res. Rec.
, Vol. 
2393
,
2013
, pp. 
75
84
, https://doi.org/10.3141/2393-09
20.
Ismail
,
K.
,
Sayed
,
T.
,
Saunier
,
N.
, and
Lim
,
C.
, “
Automated Analysis of Pedestrian-Vehicle Conflicts Using Video Data
,”
Transp. Res. Rec.
, Vol. 
2140
,
2009
, pp. 
44
54
, https://doi.org/10.3141/2140-05
21.
Saunier
,
N.
,
Sayed
,
T.
, and
Ismail
,
K.
, “
Large-Scale Automated Analysis of Vehicle Interactions and Collisions
,”
Transp. Res. Rec.
, Vol. 
2147
,
2010
, pp. 
42
50
, https://doi.org/10.3141/2147-06
22.
Vlahogianni
,
E. I.
, “
Modeling Duration of Overtaking in Two Lane Highways
,”
Transp. Res. Part F: Traffic Psychol. Behav.
, Vol. 
20
,
2013
, pp. 
135
146
, https://doi.org/10.1016/j.trf.2013.07.003
23.
Young
,
W.
,
Sobhani
,
A.
,
Lenne
,
M. G.
, and
Sarvi
,
M.
, “
Simulation of Safety: A Review of the State of the Art in Road Safety Simulation Modelling
,”
Accid. Anal. Prev.
, Vol. 
66
,
2014
, pp. 
89
103
, https://doi.org/10.1016/j.aap.2014.01.008
24.
Khan
,
S.
and
Maini
,
P.
, “
Modeling Heterogeneous Traffic Flow
,”
Transp. Res. Rec.
, Vol. 
1678
,
1999
, pp. 
234
241
, https://doi.org/10.3141/1678-28
25.
Buddharaju
,
R.
,
Jha
,
M. K.
,
Kang
,
M.-W.
,
Mishra
,
S.
, and
Ponnada
,
M. R.
, “
Predicting Road Accidents and Prioritizing Road Safety Improvement Measures in Developing Countries Using Adapted Traffic Conflict Techniques
,” presented at the
Transportation Research Board 92nd Annual Meeting
, Washington, DC, Jan. 13–17,
2013
,
Transportation Research Board
,
Washington, DC
, 14p.
26.
Vedagiri
,
P.
and
Killi
,
D. V.
, “
Traffic Safety Evaluation of Uncontrolled Intersections Using Surrogate Safety Measures under Mixed Traffic Conditions
,”
Transp. Res. Rec.
, Vol. 
2512
,
2015
, pp. 
81
89
, https://doi.org/10.3141/2512-10
27.
Mahmud
,
S. M. S.
,
Ferreira
,
L.
,
Hoque
,
M. S.
,
Tavassoli
,
A.
, and
Islam
,
N.
, “
Some Behavioral and Safety Aspects of Jamuna Multipurpose Bridge (JMB) and its Approaches: An Analysis Using a Special Dataset
,” presented at the
2017 International Conference on Engineering Research, Innovation and Education
, Sylhet, Bangladesh, Jan. 13–15,
2017
,
Shahjalal University of Science and Technology
,
Sylhet, Bangladesh
.
28.
Hoque
,
Md. M.
and
Mahmud
,
S. M. S.
, “
Accident Hazards on National Highways in Bangladesh
,” presented at the
13th Conference of the Road Engineering Association of Asia and Australasia
, Incheon, South Korea, Sep. 24,
2009
,
Sylhet University of Science and Technology
,
Sylhet, Bangladesh
, pp. 
23
26
.
29.
Mahmud
,
S. M. S.
,
Ferreira
,
L.
,
Hoque
,
M. S.
, and
Tavassoli
,
A.
Analysis of Speed Behaviour of Drivers on a Rural Highway in a Developing Country
,” presented at the
39th Australasian Transport Research Forum
, Auckland, New Zealand, Nov. 27–29,
2017
,
Australian Transport Research Forum Incorporated
,
Auckland, New Zealand
.
30.
Hydén
,
C.
, “
Traffic Conflicts Technique: State-of-the-Art
,”
Traffic Safety Work with Video-Processing, Green Series No. 43
,
Topp
H. H.
, Ed.,
University Kaiserlauten: Transportation Department
,
Kaiserlauten, Germany
,
1996
, pp. 
3
14
.
31.
Mahmud
,
S. M. S.
,
Hoque
,
Md. S.
, and
Qazi
,
A. S.
, “
Road Safety Problems in Bangladesh: Some Major Initiatives, Constraints and Requirements
,”
Transp. Commun. Bull. Asia Pacific
, Vol. 
79
,
2009
, 61p.
32.
Mahmud
,
S. M. S.
,
Ahmed
,
I.
, and
Hoque
,
M. S.
, “
Road Safety Problems in Bangladesh: Achievable Target and Tangible Sustainable Actions
,”
Jurnal Teknologi
, Vol. 
70
, No. 
4
,
2014
, pp. 
43
49
.
33.
Hoque
,
M. M.
,
Mahmud
,
S. M. S.
,
Newaz
,
K. M. S.
, and
Hasanat-E-Rabbi
,
S.
, “
Road Safety Hazards at Jamuna Multipurpose Bridge (JMB) Site: Implications for Bridge Management
,” presented at the
23rd ARRB Conference–Research Partnering with Practitioners
, Adelaide, Australia, July 30–Aug. 1,
2008
Australian Road Research Board
,
Melbourne, Australia
, 15p.
34.
Hoque
,
M. S.
and
Hasan
,
M. R.
, “
Involvement of Vehicle Factors in Road Accidents
,”
J. Civ. Eng.
, Vol. 
35
, No. 
1
,
2007
, pp. 
17
27
.
35.
Mikulik
,
J.
and
Hollo
,
P.
, “
Road Accident Investigation Guidelines for Road Engineers
,”
World Road Association (PIARC)
,
Paris, France
,
2007
, 56p.
36.
Accident Research Institute “
Road Safety Facts in Bangladesh
,”
Accident Research Institute, Bangladesh University of Engineering and Technology
,
Dhaka, Bangladesh
,
2015
, pp. 
21
32
.
37.
Rahman
,
A.
,
Rahman
,
A. K. M. F.
,
Shafinaz
,
S.
, and
Linnan
,
M.
,
Bangladesh Health and Injury Survey: Report on Children
, Directorate General of Health Services, Ministry of Health and Family Welfare,
Government of the People’s Republic of Bangladesh
,
Dhaka, Bangladesh
,
2005
, 200p.
38.
World Health Organization
Data Systems: A Road Safety Manual for Decision-Makers and Practitioners
,
World Health Organization
,
Geneva, Switzerland
,
2010
, 146p.
39.
Accident Research Institute “Road Accident in Bangladesh: Problem of Data Analysis,” Accident Research Institute, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh–unpublished, pp. 
5
14
.
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