By Dr Oleksandra Molloy

Book Chapters

Molloy O, 2026, 'Drone Delivery Systems', in Fundamentals of Explosive Ordnance, Taylor & Francis, pp. 459 - 484, http://dx.doi.org/10.1201/9781003529217-15

Molloy O, 2026, 'Drone Delivery Systems: Perspectives from the War in Ukraine', in Fundamentals of Explosive Ordnance, pp. 459 - 484, http://dx.doi.org/10.1201/9781003529217-15

Journal articles

Ratchaneepun B; Molesworth BRC; Molloy O, 2026, 'Young novice drivers’ hazard and speed management skills training: A systematic review', Accident Analysis and Prevention, 233, http://dx.doi.org/10.1016/j.aap.2026.108473

Ratchaneepun B; Molesworth BRC; Molloy O, 2026, 'Integrated training to improve young novice drivers' hazard management and speed management skills: a driving simulator study', Transportation Research Part F Traffic Psychology and Behaviour, 120, http://dx.doi.org/10.1016/j.trf.2026.103612

Dong X; Cappuccio M; Alnajjar F; Ali L; Jassmi HA; Debie E; Ghasrikhouzani M; Lanteri A; McGregor T; Molloy O; Plebe A; Regan M; Sandoval E; Zhang D, 2026, 'Why Autonomous Vehicles Are Not Ready Yet: A Multi-Disciplinary Review of Problems, Attempted Solutions, and Future Directions', Journal of Field Robotics, 43, pp. 2254 - 2341, http://dx.doi.org/10.1002/rob.70108

Ratchaneepun B; Molesworth BRC; Molloy O, 2026, 'Transferability of hazard management skills to speed management and vice versa: a driving simulator study', Transportation Research Part F Traffic Psychology and Behaviour, 117, http://dx.doi.org/10.1016/j.trf.2025.103451

Molloy O; Eves G; Vahidnia S; Shahin M, 2026, 'Machine Learning Methods for Cognitive Load Analysis and Classification in Aviation: A Systematic Review', International Journal of Human Computer Interaction, http://dx.doi.org/10.1080/10447318.2026.2632151

Molloy O; Shahin , 2026, 'Examining Drivers’ Perception of the Low-Speed Zones in Australian Capital Territory', Transportation Engineering, 26, pp. 100460, http://dx.doi.org/10.1016/j.treng.2026.100460

Dong X; Cappuccio M; Alnajjar F; Ali L; Al Jassmi H; Debie E; Ghasrikhouzani M; Lanteri A; McGregor T; Molloy O; Plebe A; Regan M; Sandoval E; Zhang D, 2025, 'Why Autonomous Vehicles Are Not Ready Yet: A Multi-Disciplinary Review of Problems, Attempted Solutions, and Future Directions', Journal of Field Robotics, http://dx.doi.org/10.1002/rob.70108

Li Q; Molloy O; El-Fiqi H; Eves G, 2025, 'Applications of Machine Learning in Assessing Cognitive Load of Uncrewed Aerial System Operators and in Enhancing Training: A Systematic Review', Drones, 9, pp. 760, http://dx.doi.org/10.3390/drones9110760

Ratchaneepun B; Molesworth BRC; Molloy O, 2025, 'Investigating the Impact of Hazard Management Training on Young Novice Drivers’ Speed Management Skills and Vice Versa: A Driving Simulator Study', Proceedings of the Human Factors and Ergonomics Society, 69, pp. 926 - 931, http://dx.doi.org/10.1177/10711813251369808

Ebrahim Y; Molesworth B; Molloy O, 2025, 'Investigating the predictive validity of subjective and objective measures for general aviation pilots’ risk propensity', Safety Science, 186, http://dx.doi.org/10.1016/j.ssci.2025.106818

Molloy O, 2024, 'Drones in Modern Warfare: Lessons Learnt from the War in Ukraine', Australian Army Occasional Paper, http://dx.doi.org/10.61451/267513

Molloy O; Molesworth BRC; Williamson A; Senserrick T, 2023, 'Improving young drivers' speed compliance through a single dose of feedback', Transportation Research Part F: Traffic Psychology and Behaviour, 95, pp. 228 - 238, http://dx.doi.org/10.1016/j.trf.2023.04.006

Ebrahim Y; Molesworth BRC; Molloy O, 2023, 'The Link between Individual Predictors of Risk and Risky Flight Behavior: A Systematic Review', International Journal of Aerospace Psychology, 33, pp. 35 - 60, http://dx.doi.org/10.1080/24721840.2022.2139700

Molloy O, 2022, 'How to Provide Effective Feedback to Young Learners: Lessons Learnt from Driver Training', Journal of Traffic and Transportation Engineering, 10, pp. 83 - 94, http://dx.doi.org/10.17265/2328-2142/2022.03.001

Molloy O; Molesworth B; Williamson A, 2021, 'On-road study investigating the mode of feedback delivery on young drivers’ speed management', Transportation Research Part F: Traffic Psychology and Behaviour, 76, pp. 393 - 402, http://dx.doi.org/10.1016/j.trf.2020.11.009

Molloy O; Molesworth BRC; Williamson A, 2019, 'Which cognitive training intervention can improve young drivers’ speed management on the road?', Transportation Research Part F: Traffic Psychology and Behaviour, 60, pp. 68 - 80, http://dx.doi.org/10.1016/j.trf.2018.09.025

Molloy O; Molesworth BRC; Williamson A, 2018, 'Cognitive training interventions to improve young drivers’ speed management behaviour: Effects, implications, and perspectives', Transportation Research Part F: Traffic Psychology and Behaviour, 55, pp. 325 - 340, http://dx.doi.org/10.1016/j.trf.2018.03.001

Molloy O; Molesworth BRC; Williamson A, 2018, 'Improving young drivers’ speed management behaviour through feedback: A cognitive training intervention', Transportation Research Part F: Traffic Psychology and Behaviour, 54, pp. 324 - 337, http://dx.doi.org/10.1016/j.trf.2018.02.010

Molloy O; Molesworth B; Williamson A, 2018, 'The Effect of Cognitive-Based Training on Young Drivers' Speed Management Behaviour: An On-Road Study', In Proceedings of the Human Factors and Ergonomics Society Annual Meeting., 62, pp. 1970 - 1974, http://dx.doi.org/10.1177/1541931218621446

Krasnova O; Kushnir O, 2016, 'Regulation skills of emotional states as a major component of professional reliability of flight crew', Higher Education

Krasnova O; Kushnir O, 2012, 'The problem of incompatibility between some aspects of pilots' professional training and requirements for operation of modern aircrafts', Problems of Professional Training, pp. 56 - 60, https://nau.edu.ua/en/menu/research/student-research.html

Krasnova O; Molloy O, 2011, 'The method of project as a priority area in the development of educational innovations in teaching foreign languages at universities', Theory and methodology of education management, pp. 48 - 56

Krasnova O, 2009, 'Syntactic peculiarities of sentences in youth discourse', Science Notes: Series Linguistics (Naukovi zapusku), 81, https://www.academia.edu/31704581/%D0%9D%D0%90%D0%A3%D0%9A%D0%9E%D0%92%D0%86_%D0%97%D0%90%D0%9F%D0%98%D0%A1%D0%9A%D0%98_%D0%A4%D1%96%D0%BB%D0%BE%D0%BB%D0%BE%D0%B3%D1%96%D1%87%D0%BD%D1%96_%D0%BD%D0%B0%D1%83%D0%BA%D0%B8_%D0%BC%D0%BE%D0%B2%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D1%81%D1%82%D0%B2%D0%BE_%D0%92%D0%B8%D0%BF%D1%83%D1%81%D0%BA_81_4

Conference Papers

Swaroop S; Wickens C; Molloy O; Shikerman M; Zhang Y, 2025, 'The Promise of Sustainable Aviation', in Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Chicago, IL, presented at The 69th HFES International Annual Meeting, Chicago, IL, 13 October 2025 - 17 September 2025, http://dx.doi.org/10.1177/10711813251369389

Hou Z; Molesworth B; Zhang Y; Molloy O; Guo J; Li J; Liu H, 2025, 'External Driver Classification Using Reservoir Computing Enhancing Automated Vehicle Safety', in IEEE Conference on Intelligent Transportation Systems Proceedings ITSC, pp. 4175 - 4180, http://dx.doi.org/10.1109/ITSC60802.2025.11423452

Boshuijzen-van Burken C; Baker D-P; Dobos N; Ghasrikhouzani M; Kankanamge EH; Huybers T; Molloy O; Plested J; Singh S, 2024, 'Understanding Ethical Implications of AI Enabled Decision Support Systems on the Battlefield', in Meaningful Human Control in Information Warfare, NATO Science and Technology Organization, Amsterdam, Netherlands, presented at Empowering NATO's Technological Edge, Amsterdam, Netherlands, 21 October 2024 - 22 June 2024, https://www.sto.nato.int/document/understanding-ethical-implications-of-ai-enabled-decision-support-systems-on-the-battlefield/

Molloy O, 2024, 'How does training affect 'different types' of drivers' speed compliance?', Tasmania, Hobart, Australia, pp. 358 - 360, presented at 2024 Australasian Road Safety Conference, Tasmania, Hobart, Australia, 30 September 2024 - 03 October 2024, http://dx.doi.org/10.33492/ARSC-2024

Molloy O; Eves G, 2024, 'Developing AI-assisted Cognitive Load Approach for Improving Mission Aviators’ Training Molloy Eves', in Australian Defence, Science, Technology and Research Summit 2024, Canberra, presented at Australian Defence Science, Technology and Research (ADSTAR) Summit 2024, Canberra, 19 September 2024, https://admin.adstarsummit.com.au/uploads/Molloy_O_and_Eves_G_Developing_AI_assisted_Cognitive_Load_Approach_for_Improving_Mission_Aviators_Training_9ea109fdc1.pdf

Molloy O; Molesworth BRC; Li J, 2023, 'Examining Self-Reported Young Novice and Young Experienced Drivers’ Speeding Behavior: An Exploratory Study', in Proceedings of the Human Factors and Ergonomics Society Annual Meeting, SAGE Publications, Washington D.C., presented at Human Factors and Ergonomics Society Annual Meeting, Washington D.C., 23 October 2023 - 27 October 2023, http://dx.doi.org/10.1177/21695067231193652

Molloy O; Molesworth B; Li J, 2023, 'Examining Self-Reported Young Novice and Young Experienced Drivers’ Speeding Behavior: An Exploratory Study', in Proceedings of the Human Factors and Ergonomics Society, pp. 1331 - 1336, http://dx.doi.org/10.1177/21695067231193652

Nanyonga A; Wasswa H; Molloy O; Turhan U; Wild G, 2023, 'Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences', in 2023 IEEE Region 10 Symposium Tensymp 2023, http://dx.doi.org/10.1109/TENSYMP55890.2023.10223666

Nanyonga A; Wasswa H; Turhan U; Molloy O; Wild G, 2023, 'Sequential Classification of Aviation Safety Occurrences with Natural Language Processing', in AIAA Aviation and Aeronautics Forum and Exposition AIAA Aviation Forum 2023, http://dx.doi.org/10.2514/6.2023-4325

Murray J; Molloy O; Wild G; Richardson S, 2022, 'Safety Review of Small Unmanned Aircraft Systems Operations', in AIAA Aviation 2022 Forum, http://dx.doi.org/10.2514/6.2022-3417

Molloy O; Molesworth B; Williamson A, 2020, 'EXAMINING THE MEDIUM IN WHICH FEEDBACK IS DELIVERED ON YOUNG DRIVERS’ SPEED MANAGEMENT BEHAVIOR: AN ON-ROAD STUDY', in Proceedings of the 2020 HFES 64th International Annual Meeting, Virtual, pp. 2013 - 2017, presented at HFES 64th International Annual Meeting, Virtual, 05 October 2020 - 08 October 2020, https://journals.sagepub.com/doi/pdf/10.1177/1071181320641488

Molloy O; Molesworth B; Williamson A, 2018, 'THE EFFECT OF COGNITIVE-BASED TRAINING ON YOUNG DRIVERS’ SPEED MANAGEMENT BEHAVIOR: AN ON-ROAD STUDY', in Proceedings of the Human Factors and Ergonomics Society 2018 Annual Meeting, SAGE Journals, Philadelphia, pp. 1970 - 1974, presented at Human Factors and Ergonomics Society 2018 Annual Meeting, Philadelphia, 01 October 2018 - 05 October 2018, http://dx.doi.org/10.26190/unsworks/28032

Krasnova O; Molesworth B; Williamson A, 2016, 'Understanding the effect of feedback on young drivers' speeding behavior', in Proceedings of the Human Factors and Ergonomics Society, pp. 1979 - 1983, http://dx.doi.org/10.1177/1541931213601452

Krasnova OLEKSANDRA; Molesworth BRETT; Williamson ANN, 2015, 'The effect of training approaches and feedback for young and novice drivers on the relationship between the actual and perceived speed.', in The effect of training approaches and feedback for young and novice drivers on the relationship between the actual and perceived speed., Melbourne, Australia, pp. 14 - 21, presented at 19th Triennial Congress of the IEA, Melbourne, Australia, 09 August 2015 - 14 August 2015, http://ergonomics.uq.edu.au/iea/proceedings/Index_files/papers/860.pdf

Krasnova O; Molesworth B; Williamson A, 2015, 'The Effect of Cognitive-Based Training Interventions on Driver Speed Management Behavior', in Proceedings of the Human Factors and Ergonomics Society Annual Meeting, SAGE Publications, pp. 1796 - 1800, http://dx.doi.org/10.1177/1541931215591388

Krasnova O; Kushnir O, 2013, 'Application of Human Factors Methods in Non-Technical Professional Training in Aviation', in Aviation and Space: Achievements and Perspectives, Ukraine, pp. 112 - 118, presented at Olga Kushnir, Ukraine, 02 September 2013 - 06 September 2013

Krasnova O, 2012, 'Human behaviour in emergency evacuation simulation.', in Proceedings of the National Aviation University Series Pedagogy Psychology, Ukraine, pp. 196 - 201, presented at Aviation and Space: Achievements and Perspectives, Ukraine, 03 September 2012 - 07 September 2012

Krasnova O, 2012, 'Relevance of CRM (Crew Resource Management) in flight safety assurance.', Ukraine, pp. 56 - 64, presented at Aviation and Space: Achievements and Perspectives, Ukraine, 03 September 2012 - 07 September 2012

Krasnova O; Molloy O, 2012, 'Relevance of CRM (Crew Resource Management) for safety assurance of flights at the modern stage.', NAU, Ukraine, pp. 220 - 224, presented at Ukrainian scientific-practical conference of young scientists and students “Students’ Aviation and Cosmonautics: status, achievements and perspectives, Ukraine, 03 September 2012

Krasnova O; Artemenko L; Molloy O, 2012, 'Formation of the students’ communication competence in the process of learning foreign languages', in Molloy O (ed.), Proceedings of XII International scientific conference “Ukraine on the way of socio-economic transformations in terms of globalisation, Kirovograd: KNTU, Ukraine, pp. 400 - 410, presented at Ukraine on the way of socio-economic transformations in terms of globalisati, Ukraine, 10 April 2012

Krasnova O; Melnik T, 2012, 'The peculiarities of intercultural communication in the period of globalisation', in Molloy O (ed.), Proceedings of XII International scientific conference “Ukraine on the way of socio-economic transformations in terms of globalization”, Kirovograd: KNTU, Ukraine, pp. 150 - 157, presented at Ukraine on the way of socio-economic transformations in terms of globalisation, Ukraine, 10 April 2012

Krasnova O, 2011, 'Improvement educators' professional competence in distance learning.', in Theory and Methodology of Professional Education, Ukraine, pp. 85 - 90, presented at Alliance of sciences: scientist to scientist. Part 5: Theory and Methodology of Professional Education., Ukraine, 05 December 2011 - 09 December 2011

Krasnova O, 2011, 'The effectiveness of distance educational technologies in the system
of improving professional competence of university lecturers.', in Theory and Methodology of Professional Education, Ukraine, pp. 56 - 62, presented at Problems and perspectives of linguistic investigation in globalisation processes:, Ukraine, 26 September 2011 - 30 September 2011

Krasnova O, 2011, 'The effective methods of teaching foreign languages in a higher educational establishment', in Proceedings of the 11th International scientific conference “Ukraine on the way of socio-economic transformations in terms of globalisation”., Kirovograd: KNTU, Ukraine, pp. 226 - 230, presented at Ukraine on the way of socio-economic transformations in terms of globalisation, Ukraine, 11 May 2011

Krasnova O, 2011, 'The formation of students’ linguo-cultural and socio-cultural competence in a higher educational establishment.', in Molloy O (ed.), Proceedings of the 11th International scientific conference “Ukraine on the way of socio-economic transformations in terms of globalization”, Kirovograd: KNTU, Ukraine, presented at Ukraine on the way of socio-economic transformations in terms of globalization, Ukraine, 11 May 2011

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