[1] G. Sugiyanto, “The cost of traffic accident and equivalent accident number in developing countries (case study in Indonesia),” ARPN Journal of Engineering and Applied Sciences, vol. 12 no. 2, pp. 389-397, 2017.
http://www.arpnjournals.com/jeas/volume_02_2017.htm.
[2] Korps Lalu lintas (Korlantas) Polri, “Polantas dalam Angka 2024,” Jakarta: Korlantas Kepolisian Republik Indonesia, 2025.
[4] E.D. Pauw, S. Daniels, M. Thierie, and T. Brijs, “Safety effects of reducing the speed limit from 90 km/h to 70 km/h,” Accident Analysis & Prevention, vol. 62, pp. 426-431, 2014.
https://doi.org/10.1016/j.aap.2013.05.003.
[5] B.S. Rao, S. Jalihal, E. Madhu, and T.S. Reddy, “Accident Study on National Highway-5 between Anakapalli to Visakhapatnam,” Proceedings of Eastern Asia Society for Transportation Studies (EASTS), vol. 5, pp. 1973-1988, 2005. www.jstage.jst.go.jp.
[6] Q.S. Hossain and S.K. Adhikari, “Road traffic accident situation in Khulna City, Bangladesh,” Proceeding of the Eastern Asia Society for Transportation Studies, vol. 5, pp. 65-74, 2005.
http://www.jstage.jst.go.jp.
[7] B.P. Hughes, A. Anund, and T. Falkmer, “System theory and safety models in Swedish, UK, Dutch and Australian road safety strategies,” Accident Analysis & Prevention, vol. 74, pp. 271-278, 2015.
https://doi.org/10.1016/j.aap.2014.07.017.
[8] X. Wang, J. Yuan, G.G. Schultz, and S. Fang, “Investigating the safety impact of roadway network features of suburban arterials in Shanghai,” Accident Analysis & Prevention, vol. 113, pp. 137-148, 2018.
https://doi.org/10.1016/j.aap.2018.01.029.
[9] P. Schepers, M. Hagenzieker, R. Methorst, B.V. Wee, and F. Wegman. “A conceptual framework for road safety and mobility applied to cycling safety,” Accident Analysis & Prevention, vol. 62, pp. 331-340, 2014.
http://dx.doi.org/10.1016/j.aap.2013.03.032.
[10] M.S. Shaheed, K. Gkritza, A.L. Carriquiry, and S.L. Hallmark, “Analysis of occupant injury severity in winter weather crashes: A fully Bayesian multivariate approach,” Analytic Methods in Accident Research, vol. 11, pp. 33-47, 2016.
https://doi.org/10.1016/j.amar.2016.06.002.
[11] F. Soriguera, I. Martinez, M. Sala, and M. Menendez, “Effects of low speed limits on freeway traffic flow,” Transportation Research Part C: Emerging Technology, vol. 77, pp. 257-274, 2017.
https://doi.org/10.1016/j.trc.2017.01.024.
[12] A. Tapp, C. Nancarrow, A. Davis, and S. Jones, “Vicious or virtuous circles? Exploring the vulnerability of drivers to break low urban speed limits,” Transportation Research Part A: Policy and Practice, vol. 91, pp. 195-212, 2016.
https://doi.org/10.1016/j.tra.2016.06.007.
[13] J. Wooley, “Recent Advantages of Lower Speed Limits in Australia,” Proceedings of Eastern Asia Society for Transportation Studies (EASTS), Vol. 6, pp. 3562-3573, 2005.
http://www.jstage.jst.go.jp.
[14] L.B. Connely and R. Supangan, “The economic costs of road traffic crashes: Australia, States and Territories,” Accident Analysis & Prevention, vol. 38 issue 6, pp. 1087-1093, 2006.
https://doi.org/10.1016/j.aap.2006.04.015.
[15] E. Hoareau, S. Newstead, P. Oxley, and M. Cameron, “An evaluation of the 50 km/h speed limit in South East Queensland,” Journal Report No. 264, Monash: Monash University, Accident Research Centre (MUARC), 2002.
[17] R. Elvik, “A re-parameterisation of the Power Model of the relationship between the speed of traffic and the number of accidents and accident victims,” Accident Analysis & Prevention, vol. 50, pp. 854-860, 2013.
https://doi.org/10.1016/j.aap.2012.07.012.
[18] Direktorat Keselamatan Transportasi Darat (DKTD), “Pedoman Operasi Accident Black Spot Investigation Unit/Unit Penelitian Kecelakaan Lalu lintas (ABIU/UPK),” Jakarta: Direktorat Jenderal Perhubungan Darat, Direktorat Keselamatan Transportasi Darat, Kementerian Perhubungan Republik Indonesia, 2007.
[19] G. Sugiyanto and S. Malkhamah, “Determining the maximum speed limit in urban road to increase traffic safety,” Jurnal Teknologi (Sciences and Engineering), vol. 80 no. 5, pp. 67-77, 2018.
https://doi.org/10.11113/jt.v80.10489.
[20] G. Sugiyanto, A. Fadli, and M.Y. Santi, “Identification of black spot and equivalent accident number using upper control limit method,” ARPN Journal of Engineering and Applied Sciences, vol. 12 no. 2, pp. 528-535, 2017.
http://www.arpnjournals.com/jeas/volume_02_2017.htm.
[21] Pusat Penelitian dan Pengembangan Prasarana Transportasi. “Penanganan Lokasi Rawan Kecelakaan Lalu Lintas: Pd.T-09-2004-B,” Jakarta: Departemen Permukiman dan Prasarana Wilayah,” Kementerian Pekerjaan Umum Republik Indonesia, 2005.
[22] C.J. Khisty and B.L. Kent, “Dasar-dasar Rekayasa Transportasi (Transportation Engineering: An Introduction),” Jakarta: Erlangga, 2003.
[23] Badan Standardisasi Nasional (BSN), “Standar Geometri Jalan Perkotaan RSNI T-14-2004,” Badan Standardisasi Nasional, 2004.
[24] Direktorat Jenderal Bina Marga, “Pedoman Desain Geometrik Jalan No. 13/P/BM/2021,” Jakarta: Kementerian Pekerjaan Umum dan Perumahan Rakyat, 2021.
[25] A.D. Ermawati, G. Sugiyanto, and E.W. Indriyati, “Penentuan lokasi rawan kecelakaan lalu lintas dengan pendekatan fasilitas perlengkapan jalan di Kabupaten Purbalingga,” Dinamika Rekayasa, vol. 15, no. 1, pp. 65-74, 2019.
https://doi.org/10.20884/1.dr.2019.15.1.258.
[27] G. Nilsson, “Speed limits, enforcement and other factors influencing speed,” in M.J. Koornstra and J. Christensen (Eds.), Enforcement and rewarding: strategies and effects. SWOV, Leidschendam, Netherlands, pp. 46-50, 1991.
[28] G. Sugiyanto, F. Wirawan, E.W. Indriyati, Y. Yanto, and M.Y. Santi, “Determining the maximum speed limit based on stopping sight distance (SSD) and risk of fatality,” AIP Conference Proceedings, vol. 2489, 030030, 2022.
https://doi.org/10.1063/5.0093890.
[29] A.T. Kabeer, M.R. Athulya, A.S Sandra, and D. Joy, “Analysis of road traffic accident and identification of blackspot locations,” IOSR Journal of Mechanical and Civil Engineering (IOSR-JMCE), vol. 22, no. 2, pp. 33-38, 2025.
https://doi.org/10.9790/1684-2202033338.
[30] I. Karamanlis, A. Kokkalis, V. Profillidis, G. Botzoris, and A. Galanis, “Identifying road accident black spots using classical and modern approaches,” WSEAS Transactions on Systems, vol. 22, pp. 556-565, 2023.
https://doi.org/10.37394/23202.2023.22.56.
[31] M.A. Vajari, K. Aghabayk, M. Sadeghian, and N. Shiwakoti, “A multinomial logit model of motorcycle crash severity at Australian intersections,” Journal of Safety Research, vol. 73, pp. 17-24, 2020.
https://doi.org/10.1016/j.jsr.2020.02.008.
[32] X. Zhang, H. Wen, T. Yamamoto, and Q. Zeng, “Investigating hazardous factors affecting freeway crash injury severity incorporating real-time weather data: Using a Bayesian multinomial logit model with conditional autoregressive priors,” Journal of Safety Research, vol. 76, pp. 248-255, 2021.
https://doi.org/10.1016/j.jsr.2020.12.014.
[33] S.A. Samerei, K. Aghabayk, A. Mohammadi, and N. Shiwakoti, “Data mining approach to model bus crash severity in Australia,” Journal of Safety Research, vol. 76, pp. 73-82, 2021.
https://doi.org/10.1016/j.jsr.2020.12.004.
[34] G. Sugiyanto, R. Suciningtyas, E.W. Indriyati, Y. Yanto, B. Mulyono, and M.Y. Santi, “Road infrastructure deficiency and road safety audit at black spot area in rural road,” IOP Conference Series: Earth and Environmental Science, vol. 1000 012031, 2022.
https://iopscience.iop.org/article/ 10.1088/1755-1315/1000/1/012031.
[35] C. Zhang, Y. Shu, and L. Yan, “A novel identification model for road traffic accident black spots: A case study in Ningbo, China,” IEEE Access, vol.7, pp. 140197-140205, 2019.
https://doi.org/10.1109/ACCESS.2019.2942647.
[36] M. Ghadi and Á. Török, “A comparative analysis of black spot identification methods and road accidents segmentation methods,” Accident Analysis and Prevention, vol.128, pp. 1-7, 2019.
https://doi.org/10.1016/j.aap.2019.03.002.
[37] I. Karamanlis, A. Nikiforiadis, G. Botzoris, A. Kokkalis, and S. Basbas, “Towards sustainable transportation: the role of black spot analysis in improving road safety,” Sustainability, vol. 15, no. 19, pp. 14478, 2023.
https://doi.org/10.3390/su151914478.
[38] K. Heathcote, A. Devlin, E. McKie, P. Cameron, A. Earnest, G. Morgan, B. Gardiner, D. Campbell, M. Wullschleger, and J. Warren, “Rural and urban patterns of severe injuries and hospital mortality in Australia: An analysis of the Australia New Zealand trauma registry: 2015-2019,” Injury, vol. 53, issue 6, pp. 1893-1903, 2022.
https://doi.org/10.1016/j.injury.2022.03.044.
[39] C. Dong, C. Shao, D.B. Clarke, and S.S. Nambisan, “An innovative approach for traffic crash estimation and prediction on accommodating un-observed heterogeneities,”Transportation Research Part B: Methodological, vol. 118, pp. 407-428, 2018.
https://doi.org/10.1016/j.trb.2018.10.020.
[40] J. Li, S. Fang, J. Guo, T. Fu, and M. Qiu, “A motorcyclist-injury severity analysis: a comparison of single, two, and multi-vehicle crashes using latent class ordered probit model,” Accident Analysis & Prevention, vol. 151, no. 105953, 2021.
https://doi.org/10.1016/j.aap.2020.105953.
[41] N.C. Karabulut and M. Ozen, “Exploring Driver Injury Severity Using Latent Class Ordered Probit Model: A case study of Turkey,” KSCE Journal of Civil Engineering, vol. 27, pp. 1312-1322, 2023.
https://doi.org/10.1007/s12205-023-0473-6.
[42] F. Chang, S. Yasmin, H. Huang, A.H.S. Chan, and S.M.M. Haque, “Injury severity analysis of motor-cycle crashes: A comparison of latent class clustering and latent segmentation based models with un-observed heterogeneity,” Analytic Methods in Accident Research, vol. 32, no. 100188, 2021.
https://doi.org/10.1016/j.amar.2021.100188.