List of Publications

The following is an incomplete list of publications that use the IGLAD database or report about the IGLAD project.

1. Vehicle shape influence on virtual forward simulation of car crashes
   M.S. Gulino, G. Vichi, G. Aiazzi, D. Vangi
   Journal of King Saud University – Engineering Sciences 38:39
   2026
2. Harmonizing Insurance Crash Data with the IGLAD Common Data Scheme: Reconstruction and Digitization: A Weighted Compatibility Rating System for Assessing Crash Data
   Z. Huang
   Master thesis at Chalmers University in Gothenburg in co-operation with If insurance, Sweden
   2026
3. Assessing future road safety with the advent of L-category quadricycles: Simulation insights from current crash patterns
   M.S. Gulino, G. Vichi, A. Kullgren, D. Vangi
   Accident Analysis and Prevention, Volume 233, Article 108561
   2026
4. Evaluating Safety Envelopes for Bus-VRU Interactions: Passenger and VRU Perceived Safety Implications
   A. Elawad, N. Murgovski, J. Kovaceva
   Transportation Research Procedia, Volume 95, 2026, Pages 41-48, ISSN 2352-1465, https://doi.org/10.1016/j.trpro.2026.02.006, Euro Working Group on Transportation Annual Meeting 2025 - EWGT2025
   2026
5. Building Cross-Validated Injury Risk Functions for Car-to-Car Impacts from Pre-Crash Predictors Only
   G. Vichi, M.S. Gulino, D. Vangi, C. Chauvel, L. Bigi, A. Fiorentino
   crash.tech conference 2026 in Ingolstadt, Germany
   2026
6. Exploring the capabilities of LLMs in imputing missing industry-grade accident data for scenario generation
   Y. Akel, C. Axt
   Master thesis at Gothenburg University, Sweden
   2025
7. The price of vehicle impacts: A simulation-based approach for the identification of property-damage costs and occupants’ injury risk
   M.S. Gulino, A. Gianfelici, L. Di Lillo, M. Atzei, F. Cecchetto, D. Vangi
   Transportation Research Interdisciplinary Perspectives 34, 1-13
   2025
8. Validation of a virtual forward simulation tool for ADAS assessment
   M.S. Gulino, G. Vichi, D. Vangi
   Eur. Transp. Res. Rev. 17, 25 (2025).
   2025
9. A combined comfort and safety-based approach to assess the performance of advanced driver assistance functions
   M.S. Gulino, G. Vichi, F. Cecchetto, L. D. Lillo & D. Vangi
   Eur. Transp. Res. Rev. 17, 6 (2025).
   2025
10. Road safety in a global perspective – Accidentology in Asia and Europe
    H. Liers, L. Pett
    Airbag 2024 - 16th International Symposium on Integral Car Safety Systems, Mannheim, Germany
    2024
11. PREPER: A Public Dataset with Key Performance Indicators for the Safety Evaluation of Deep Learning Visual Perception Systems for Self-Driving Cars
    J. Bakker
    SAE International Journal of Connected and Automated Vehicles
    2024
12. Analysing the Effects of Large Rearward Driver Seat Adjustments Using Real-World Crash Data and Stochastic Simulations with Multiple Human Body Models
    F. Ressi
    Dissertation
    2024
13. Holistic Pedestrian Safety Assessment – a novel approach to predict injury risks considering active and passive pedestrian safety system performance
    C. Leo
    Dissertation
    2024
14. CMC Basic Specification Accident Analysis: Analysis of PTW accidents in European countries based on in-depth data
    P. Miklis, T. Unger
    European Connected Motorcycle Consortium; Advanced analysis of Europe accidents: based on official statistics (CARE, ISTAT, ACI, BAAC), IGLAD, and GIDAS database by the European countries
    2023
15. An injury risk-based comprehensive framework for testing and assessing ADAS functions in critical road scenarios
    M.S. Gulino, G. Vichi, L. D. Lillo, A. Gianfelici, D. Vangi
    52th Conference on Engineering Mechanical Design and Stress Analysis (AIAS 2023), 2024 IOP Conf. Ser.: Mater. Sci. Eng. 1306 012027
    2023
16. The Creation and Application of Harmonized Pre-crash Scenarios From Global Traffic Accident Data
    H. Liers, M. Petzold, H. Feifel, J. Bakker, E. Tomasch
    27th International Technical Conference on the Enhanced Safety of Vehicles (ESV), Yokohama, Japan, Paper Number 23-0266
    2023
17. Description of same-direction car-to-bicycle crash scenarios using real-world data from Sweden, Germany, and a global crash database
    P. D. Fernández, M. Lindman, I. Isaksson-Hellman, H. Jeppsson, J. Kovaceva
    Accident Analysis & Prevention Volume 168, April 2022, 106587
    2022
18. Protection challenges in seat positions with large rearward adjustment in frontal collisions: An approach using stochastic human body model simulations.
    F. Ressi, C. Leo, C. Klug, W. Sinz
    Front. Future Transp. 3:914481. doi: 10.3389/ffutr.2022.914481
    2022
19. Vulnerable Road Users – a look at the IGLAD international in-depth accident data
    S. Breunig
    Bundesanstalt für Straßenwesen, 16th PraxisConference Pedestrian Protection
    2021
20. Vulnerable Road Users – a look at the IGLAD international in-depth accident data
    S. Breunig, M. Wisch
    crash.tech conference
    2021
21. A Data-Driven Method Towards Minimizing Collision Severity for Highly Automated Vehicles
    M. Parseh, F. Asplund, L. Svensson, W. Sinz, E. Tomasch, M. Törngren
    IEEE Transactions on Intelligent Vehicles (Volume: 6, Issue: 4, December 2021)
    2021
22. Impact scenarios and pre-crash seated positions for Automated Driving
    L. Wagstrom, K. Bohman, M. Lindman, O. Laudon, E. Tomasch, C. Klug, M. Schachner, I. Levallois, P. Recko, F. Renaudin, E. Salters, A. Linder, J. Gross, A. Keller, K-U. Schmitt
    VIRTUAL Deliverable D3.1
    2020
23. Mining and comparative analysis of typical pre-crash scenarios from IGLAD
    W. Hu, X. Xu, Z. Zhou, Y. Liu, Y. Wang, L. Xiao, X. Qian
    Accident Analysis & Prevention, Volume 145, 2020, 105699, ISSN 0001-4575, https://doi.org/10.1016/j.aap.2020.105699.
    2020
24. Key Injury Regions for Passenger Car Drivers in Frontal Crashes: A Comparison of Results from IGLAD and Finite Element Simulations using a Human Body Model
    F. Ressi, D. Kofler, W. Sinz, E. Tomasch, C. Klug
    In International Research Council on the Biomechanics of Injury 2020. IRCOBI, International Research Council on Biomechanics on Injury. 2020. p. 137-155. IRC-20-19
    2020
25. Accident Analysis, Naturalistic Observations and Project Implications
    PROSPECT - Proactive Safety for Pedestrians and Cyclists
    European Commission Eighth Framework Programme Horizon 2020 GA No. 634149, Deliverable D2.1
    2020
26. Coherence assessment of accident database kinematic data
    D. Vangi, M.S. Gulino, C. Cialdai
    Accident Analysis and Prevention, Vol. 123
    2019
27. Vehicle Accident Databases: Correctness Checks for Accident Kinematic Data
    D. Vangi, C. Cialdai, M.S. Gulino, and K. G. Robbersmyr
    MDPI journal
    2018
28. Challenges for Emerging Countries to join IGLAD - International Harmonized In-Depth Accident Data
    A. Longton, N. Parera
    ESAR Conference Hannover, Germany
    2018
29. Harmonized Scenarios for the Evaluation of Active Safety Systems based on In-Depth-Accident Data
    H. Feifel, M. Wagner
    ESAR Conference Hannover, Germany
    2018
30. IGLAD - International Harmonized In-Depth Accident Data
    J. Bakker, H. Jeppsson, L. Hannawald, F. Spitzhüttl, A. Longton, E. Tomasch
    ESV 2017, Detroit, USA
    2017
31. Brazil's Option to Join iGLAD - International Harmonized In-Depth Accident Data,
    A. Longton, O. Schulze, J. Bakker, N. Parera, et al.
    SAE Technical Paper 2017-36-0183, 2017, https://doi.org/10.4271/2017-36-0183.
    2017
32. Study on Serious Road Traffic Injuries in the EU
    L.T. Aarts, J.J.F. Commandeur, R. Welsh, S. Niesen, M. Lerner, P. Thomas, N. Bos, R. J. Davidse
    European Commission, Directorate-General for Mobility and Transport, Directorate C — Land transport, Unit C.2 — Road Safety, 2016
    2016
33. International Comparison of the Protection of Children in Cars Based on the IGLAD Accident Data Base
    H. Johannsen, M. Jänsch, B. Schnottale, C. Pastor, J. Bakker
    Protection of Children in Cars, 14th International Conference, Munich, Germany
    2016
34. Characteristics of Occupant Injuries according to the Types of Road
    I. K. Choi, H. J. Choi, K. H. Lee, H. Jung Kim, S. C. Kim
    Crisis and Emergency Management: Theory and Praxis
    2015
35. Projekt IGLAD: Entstehung und Zukunft einer internationalen In-Depth Unfalldatenbank
    J. Bakker
    ADAC Symposium Unfallforschung
    2015
36. Establishment of Korean KIDAS under the limited accident related data
    Y. Youn, S. Lee, S. Kim, J. Lee, K. Lee, S. Kim
    6. Internationale Konferenz ESAR, Expertensymposium Accident Research
    2015
37. Creation of pre-crash simulations in global traffic accident scenarios based on the iGLAD database
    F. Spitzhüttl, H. Liers, M. Petzold
    FAST-zero'15: 3rd International Symposium on Future Active Safety Technology Toward zero traffic accidents, Gothenburg
    2015
38. PCM from IGLAD database
    F. Spitzhüttl, M. Petzold, H. Liers
    FAT-Schriftenreihe, Issue Number: 280, Publisher: Forschungsvereinigung Automobiltechnik e.V., ISSN: 2192-7863
    2015
39. A Study on the Construction of the Database Structure for the Korea In-depth Accident Study
    S. Kim, J. Lee, Y. Youn
    Transactions of KSAE, Vol. 22, No. 2, pp.29-36, 2014
    2014
40. Multinational In-Depth Accident Data: From Concept to Reality
    J. Bakker, D. Ockel, R. Schöneburg
    ESAR Conference Hannover
    2014
41. Multinationale In-Depth Unfalldaten: Vom Konzept zur Verwirklichung
    J. Bakker, D. Ockel, R. Schöneburg
    VDI Kongress Fahrzeugsicherheit
    2013
42. An initiative towards a simplified international in-depth accident database
    D. Ockel, J. Bakker, R. Schöneburg
    5. International Conference ESAR Expertensymposium Accident Research, Hannover
    2012
43. IGLAD - A pragmatic approach for an international accident database
    J. Bakker
    VDA Technischer Kongress
    2012
44. Internationale Harmonisierung von Unfalldaten Fortschrittsbericht des FIA / ACEA Projekts iGLAD (Initiative for the Global Harmonization of Accident Data)
    D. Ockel, J. Bakker, R. Schöneburg
    VDI Kongress Fahrzeugsicherheit
    2011