Abstract
This paper presents an analysis of road traffic crashes in Palestine. Over the period of the past 5 decades, there have been uncommon and sever changes in the annual number of road traffic crashes. Such changes can be contributed to varying socioeconomic and political changes. Relevant data have been collected despite the difficulties in obtaining such data from different authorities for various time stages. After examining the collected data, a time series model is developed considering ARIMA methodologies to come up with a model that explains the changes in road traffic crashes during the period since the establishment of the Palestinian National Authority in 1994. Proper model verification is done for the developed model and shows a limited difference of 6.1% between the observed and the forecasted traffic crashes for 2017. According to the developed model, a generally increasing trend is observed, which is expected to continue in the future, and consequently, there will be a vital need to improve traffic safety conditions and develop a national traffic safety program in Palestine.
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References
United Nations. Sustainable Development Goal 3. https://sustainabledevelopment.un.org/sdg3 (2016). Accessed on 24 Sept 2019
WHO: Global Status Report on Road Safety. World Health Organization (2018)
Washington, S.; Karlaftis, M.; Mannering, F.: Statistical and Econometric Methods for Transportation Data, 2nd edn. CRC Press, Boca Raton, FL (2010)
Afolabi, J.A.; Kolawole, G.T.: Road traffic crashes in nigeria: causes and consequences. Transp. Logist.: Int. J. 17(42), 40–49 (2017)
Al-Omari, B.; Ghuzlan, K.; Hasan, H.: Traffic accidents trends and characteristics in Jordan. Int. J. Civ. Environ. Eng. 13(05), 9–16 (2013)
Hassouna, F.M.; Pringle, I.: Analysis and prediction of crash fatalities in Australia. Open Transp. J. 13(1), 134–140 (2019). https://doi.org/10.2174/1874447801913010134
Beevi, N.; Manju, L.; Jose, R.; Bindu, S.A.; Haran, J.C.: Five year road traffic accident trends in Venjarammoodu police station limits of south kerala, brief communication. Acad. Med. J. India III(1), 39–41 (2015)
Ljubič, P., Todorovski, L., Lavrač, N.: Time-series analysis of UK traffic accident data. In: Proceedings of the Fifth International Multi-Conference Information Society, pp. 131–134 (2002)
Gkegkes, I.D.; Mamais, I.; Iavazzo, C.: Trends of road traffic accidents in Greece. Surg. Chron. 18(4), 190–193 (2013)
Avuglah, R.K.; Adu-Poku, K.A.; Harris, E.: Application of ARIMA models to road traffic accident cases in Ghana. Int. J. Stat. Appl. 4(5), 233–239 (2014). https://doi.org/10.5923/j.statistics.20140405.03
Al-Ghamdi, A.S.: Time series forecasts for traffic accidents, injuries, and fatalities in Saudi Arabia. J. King Saud Univ. 7(2), 199–218 (1995)
Zolala, F.; Haghdoost, A.A.; Ahmadijouybari, T.; Salari, A.; Bahrampour, A.; Baneshi, M.R.; Razzaghi, A.: Forecasting the trend of traffic accident mortality in West Iran. Health Scope 5(3), e31336 (2016). https://doi.org/10.17795/jhealthscope-31336
Al-Zyood, M.: Forecast car accident in Saudi Arabia with ARIMA models. Int. J. Soft Comput. Eng. 7(3), 30–33 (2017)
Balogun, O.S.; Awoeyo, O.O.; Dawodu, O.O.: Use of time series analysis of road accidents data in Lagos state. Int. J. Adv. Res. 2(5), 1045–1059 (2014)
Sanusi, R.A.; Adebola, F.B.; Adegoke, N.A.: Cases of road traffic accident in Nigeria: a time series approach. Mediterr. J. Soc. Sci. 7(2), 542–552 (2016). https://doi.org/10.5901/mjss.2016.v7n2s1p542
Adebola, F.B.; Sanusi, R.A.; Adegoke, N.A.: Consequence of road traffic accidents in Nigeria—time series approach. Int. J. Comput. Appl. Technol. Res. 4(4), 262–273 (2015)
Mutangi, K.: Time series analysis of road traffic accidents in Zimbabwe. Int. J. Stat. Appl. 5(4), 141–149 (2015). https://doi.org/10.5923/j.statistics.20150504.02
Razzaghi, A.; Bahrampour, A.; Baneshi, M.R.; Zolala, F.: Assessment of trend and seasonality in road accident data: an Iranian case study. Int. J. Health Policy Manag. 1(1), 51–55 (2013). https://doi.org/10.15171/ijhpm.2013.08
Yousefzadeh-Chabok, S.; Ranjbar-Taklimie, F.; Malekpouri, R.; Razzaghi, A.: A time series model for assessing the trend and forecasting the road traffic accident mortality. Arch. Trauma Res. 5(3), e36570 (2016). https://doi.org/10.5812/atr.36570
Parvareh, M.; Karimi, A.; Rezaei, S.; Woldemichael, A.; Nili, S.; Nouri, B.; Nasab, N.I.: Assessment and prediction of road accident injuries trend using time-series models in Kurdistan. Burns Trauma 6, 9 (2018). https://doi.org/10.1186/s41038-018-0111-6
Zeng, Q.; Wen, H.; Huang, H.; Pei, X.; Wong, S.C.: Incorporating temporal correlation into a multivariate random parameters tobit model for modeling crash rate. Transportmetrica A: Transp. Sci. 14(3), 177–191 (2017). https://doi.org/10.1016/j.aap.2016.11.018
Zeng, Q.; Guo, Q.; Wong, S.C.; Wen, H.; Huang, H.; Pei, X.: Jointly modeling area-level crash rates by severity: a bayesian multivariate random-parameters spatio-temporal tobit regression. Transportmetrica A: Transp. Sci. 15(2), 1867–1884 (2019). https://doi.org/10.1080/23249935.2019.1652867
Kobari, F.: Developing a safety management tool using a geographic information system (GIS). Un-published Master Thesis, An-Najah National University, Palestine (2000)
Abu-Zant, H.: Aspects of a traffic safety program in Palestinian cities. Un-published Master Thesis, An-Najah National University, Palestine (2001)
Al-Sahili, K.; Khader, H.: Reality of road safety conditions at critical locations in Nablus city, Palestine with a road map for future interventions. An-Najah Univ. J. Res. Nat. Sci. 30(1), 141–172 (2016)
Al-Sahili, K., Jaber, A.: Profile of pedestrian road crashes in Nablus Governorate, Palestine. In: Proceedings of the Eighth Traffic Safety Conference, Amman, Jordan (2017)
Abu-Eisheh, S., Kobari, F.: Accident analysis for economies in transition using spatial analytical tools: the Palestinian territories case. In: The 10th World Conference on Transport Research, WCTR, Istanbul (2004)
Abu-Eisheh, S.; Kobari, F.: An overview of road safety in the palestinian territories. Transp. Traffic Stud. ASCE 2, 1063–1070 (2002)
Al-Sahili, K., Abu-Eisheh, S., Abu-Zant, H.: The Palestinian traffic safety program—needs assessment and proposal for development. In: The Jordanian International Traffic Safety Conference, Amman, Jordan (2008)
Alhelou, F.; Sarraj, Y.: Assessment of road safety audit status in Gaza Strip, Palestine. Am. J. Traffic Transp. Eng. 4(2), 37–47 (2019). https://doi.org/10.11648/j.ajtte.20190402.11
Palestinian Central Bureau of Statistics, PCBS (several years). Transportation and Communications Statistics. Ramallah, Palestine
Box, G.E.P.; Jenkins, G.M.: Time Series Analysis—Forecasting and Control. Holden-Day Inc., San Francisco, CA (1970)
Stellwagen, E.Y.; Tashman, L.: ARIMA : the models of Box and Jenkins. Foresight: Int. J. Appl. Forecast. 30, 28–33 (2013)
Hyndman, R.J.; Athanasopoulos, G.: Forecasting: Principles and Practice, 2nd edn. OTexts, Heathmont, VIC (2018)
Paul, J.C.; Bahrampour, A.; Hoque, M.S.; Rahman, M.M.: Selection of best ARIMA model for forecasting average daily share price index of pharmaceutical companies in Bangladesh: a case study on Square Pharmaceutical Ltd. Global J. Manag. Bus. Res. Finance 13(3), 14–25 (2013)
Din, M.A.: ARIMA by Box Jenkins methodology for estimation and forecasting models in higher education. In: ATINER’s Conference Paper Series, pp. 3–14 (2015). https://doi.org/10.13140/RG.2.1.1259.6888
Mwenda, A.; Kuznetsov, D.; Mirau, S.: Mathematical theory and modeling time series forecasting of solid waste generation in Arusha City—Tanzania. Math. Theory Model. (IISTE) 4(8), 2224–5804 (2014)
Israel Central Bureau of Statistics, ICBS (several years). Judia, Samaria and Gaza Area Statistics. Jerusalem
Abu-Eisheh, S., Al-Sahili, K., Sarraj, Y., Alhajyaseen, W., Hamadneh, J.: National traffic safety profile: Palestine 1970–2015. Presented at the 8th Traffic Safety Conference—Jordan 2017, Jordan Traffic Institute, Amman (2017)
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Hassouna, F.M.A., Abu-Eisheh, S. & Al-Sahili, K. Analysis and Modeling of Road Crash Trends in Palestine. Arab J Sci Eng 45, 8515–8527 (2020). https://doi.org/10.1007/s13369-020-04740-y
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DOI: https://doi.org/10.1007/s13369-020-04740-y