Publications

Recent publications from CSAM:

Books

Sokolowski J, Durak U, Mustafee N, Tolk A (2019). Summer of Simulation 50 Years of Seminal Computer Simulation Research., Springer  Abstract.
Mustafee N (eds)(2015). Operational Research for Emergency Planning in Healthcare - Volume 1., Palgrave Macmillan DOI.
Mustafee N (eds)(2015). Operational Research for Emergency Planning in Healthcare - Volume 2., Palgrave Macmillan DOI.

Journal articles

Aramo-Immonen H, Carlborg P, Hasche N, Jussila J, Kask J, Linton G, Mustafee N, Öberg C (2020). Charting the reach and contribution of IMP literature in other disciplines: a bibliometric analysis. Industrial Marketing Management, 87, 47-62. Full text. DOI.
Mustafee N, Katsaliaki K (2020). Classification of the existing knowledge base of OR/MS research and practice (1990–2019) using a proposed classification scheme. Computers & Operations Research, 118, 104920-104920. Full text. DOI.
Mustafee N, Bessis N, Taylor SJE, Hou J, Matthew P (2020). Co‐citation analysis of literature in e‐science and e‐infrastructures. Concurrency and Computation: Practice and Experience, 32(9) Full text. DOI.
Yearworth M (2020). The Theoretical Foundation(s) for Systems Engineering?. Systems Research and Behavioral Science, 1-4. Full text. DOI.
Abel GA, Gomez-Cano M, Mustafee N, Smart A, Fletcher E, Salisbury C, Chilvers R, Dean SG, Richards SH, Warren F, et al (2020). Workforce predictive risk modelling: development of a model to identify general practices at risk of a supply-demand imbalance. BMJ Open, 10(1)  Abstract.  Author URL.  Full text. DOI.
Alizadeh M, Mehdi A-A, Mustafee N, Matilal S (2019). A Robust Stochastic Casualty Collection Points Location Problem. European Journal of Operational Research Full text. DOI.
Burger K, White L, Yearworth M (2019). Developing a Smart Operational Research with Hybrid Practice Theories. European Journal of Operational Research  Abstract.  Full text. DOI.
Brailsford SC, Eldabi T, Kunc M, Mustafee N, Osorio AF (2019). Hybrid simulation modelling in operational research: a state-of-the-art review. European Journal of Operational Research, 278(3), 721-737.  Abstract.  Full text. DOI.
M’hammed S, Baudry D, Mustafee N, Louis A, smart, Godsiff, Mazari B (2019). Modelling and simulation of operation and maintenance strategy for offshore wind farms based on multiagent system. Journal of Intelligent Manufacturing, 30(8), 2981-2997. Full text. DOI.
Tanwar T, Kumar UD, Mustafee N (2019). Optimal package pricing in healthcare services. Journal of the Operational Research Society, 1-13. Full text. DOI.
Lowe D, Yearworth M (2019). Response to viewpoint: Whither problem structuring methods (PSMs)?. Journal of the Operational Research Society, 70(8), 1393-1395. Full text. DOI.
Tully P, White L, Yearworth M (2019). The Value Paradox of Problem Structuring Methods. Systems Research and Behavioral Science, 36(4), 424-444.  Abstract.  Full text. DOI.
Burger K, White L, Yearworth M (2019). Understanding front-end project workshops with Social Practice Theory. International Journal of Project Management, 37(1), 161-175.  Abstract.  Full text. DOI.
Powell JH, Hammond MJ, Chen AS, Mustafee N (2018). Human agency in disaster planning: a systems approach. Risk Analysis: an international journal Full text. DOI.
Mustafee N, Mittal S, Diallo S, Zacharewicz G (2018). Hybrid systems modeling. Simulation, 94(3), 177-178. DOI.
Ackermann F, Yearworth M, White L (2018). Micro-processes in Group Decision and Negotiation: Practices and Routines for Supporting Decision Making. Group Decision and Negotiation, 27(5), 709-713. Full text. DOI.
Yearworth M, White L (2018). Spontaneous emergence of Community OR: Self-initiating, self-organising problem structuring mediated by social media. European Journal of Operational Research, 268(3), 809-824.  Abstract.  Full text. DOI.
Mustafee N, Mittal S, Diallo S, Zacharewicz G (2018). The advances in the state of the art of modeling and simulation: Discrete event system specification (DEVS). Simulation, 94(4), 279-280. DOI.
Rusoja E, Haynie D, Sievers J, Mustafee N, Nelson F, Reynolds M, Sarriot E, Swanson RC, Williams B (2018). Thinking about complexity in health: a systematic review of the key systems thinking and complexity ideas in health. J Eval Clin Pract, 24(3), 600-606.  Abstract.  Author URL.  Full text. DOI.
Burger K, White L, Yearworth M (2018). Why so Serious? Theorising Playful Model-Driven Group Decision Support with Situated Affectivity. Group Decision and Negotiation, 27(5), 789-810.  Abstract.  Full text. DOI.
Freeman R, Yearworth M (2017). Climate change and cities: problem structuring methods and critical perspectives on low-carbon districts. Energy Research and Social Science, 25, 48-64.  Abstract.  Full text. DOI.
Mustafee N, Son YJ, Taylor SJE (2017). Guest editorial for the TOMACS special issue on the Principles of Advanced Discrete Simulation (PADS). ACM Transactions on Modeling and Computer Simulation, 27(2) DOI.
Lowe D, Martingale L, Yearworth M (2017). Guiding interventions in a multi-organisational context: combining the Viable System Model and Hierarchical Process Modelling for use as a Problem Structuring Method. Journal of the Operational Research Society, 67(12), 1481-1495. Full text. DOI.
Mustafee N, Katsaliaki K, Le Forsonney T, Diallio S (2017). Profile of modeling and simulation research published in the Journal of Defense Modeling and Simulation. The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology Full text. DOI.
Diallo S, Durak U, Mustafee N, Mittal S (2017). Special issue on modeling and simulation in the era of big data and cloud computing: theory, framework and tools. SIMULATION, 93(4), 271-272. DOI.
Powell JH, Mustafee N (2017). Widening requirements capture with soft methods: an investigation of hybrid M&S studies in health care. Journal of the Operational Research Society, 68(10), 1211-1222.  Abstract.  Full text. DOI.
Powell JH, Mustafee N, Chen A, Hammond M (2016). A System-focused risk identification and assessment for disaster preparedness: Dynamic threat analysis. European Journal of Operational Research, 254(2), 550-550. Full text. DOI.
Fakhimi M, Mustafee N, Stergioulas LK (2016). An investigation into modeling and simulation approaches for sustainable operations management. Simulation, 92(10), 907-919.  Abstract.  Full text. DOI.
Gilbert D, Yearworth M (2016). Complexity in a Systems Engineering Organization: an Empirical Case Study. Systems Engineering, 19(5), 422-435. Full text. DOI.
Yearworth M, Cornell SE (2016). Contested Modelling: a Critical Examination of Expert Modelling in Sustainability. Systems Research and Behavioral Science, 33(1), 45-63.  Abstract. DOI.
Walworth T, Yearworth M, Shrieves L, Sillitto H (2016). Estimating Project Performance through a System Dynamics Learning Model. Systems Engineering, 19(4), 334-350.  Abstract.  Full text. DOI.
Jia F, Wang X, Mustafee N, Hao L (2016). Investigating the feasibility of supply chain-centric business models in 3D chocolate printing: a simulation study. Technological Forecasting and Social Change, 102, 202-213.  Abstract.  Full text. DOI.
Jones W, Sooriyabandara M, Yearworth M, Doufexi A, Wilson RE (2016). Planning for 5G: a Problem Structuring Approach for Survival in the Telecoms Industry. Systems Engineering, 19(4), 301-321.  Abstract.  Full text. DOI.
Freeman R, Yearworth M, Preist C (2016). Revisiting Jevons' Paradox with System Dynamics: Systemic Causes and Potential Cures. Journal of Industrial Ecology, 20(2), 341-353.  Abstract.  Full text. DOI.
Yearworth M (2016). Sustainability as a ‘super-wicked’ problem; opportunities and limits for engineering methodology. Intelligent Buildings International, 8(1), 37-47.  Abstract. DOI.
White L, Burger K, Yearworth M (2016). Understanding behaviour in problem structuring methods interventions with activity theory. European Journal of Operational Research, 249(3), 983-1004.  Abstract.  Full text. DOI.
Katsaliaki K, Mustafee N (2015). Edutainment for Sustainable Development: a survey of games in the field. Simulation and Gaming: an international journal of theory, design and research
Mustafee N, Katsaliaki K (2015). Simulation for Sustainable Healthcare (special issue guest editorial). Journal of Simulation, 9(2), 83-85.  Abstract. DOI.
Mustafee N, Bessis N (2015). The Internet-of-Things: Shaping the new Internet Space (special issue guest editorial). Concurrency and Computation: Practice and Experience, 27(8), 1815-1818.  Abstract. DOI.
Katsaliaki K, Mustafee N, Kumar S (2014). A game-based approach towards facilitating decision making for perishable products: an example of blood supply chain. Expert Systems with Applications, 41(9), 4043-4059.  Abstract.  Full text. DOI.
Mustafee N, Katsaliaki K, Fishwick P (2014). Exploring the modelling and simulation knowledge base through journal co-citation analysis. Scientometrics, 98(3), 2145-2159.  Abstract.  Full text. DOI.
Yearworth M, White L (2014). The non-codified use of problem structuring methods and the need for a generic constitutive definition. European Journal of Operational Research, 237(3), 932-945.  Abstract.  Full text. DOI.
Dunford CN, Yearworth M, York DM, Godfrey P (2013). A view of Systems Practice: Enabling quality in design. Systems Engineering, 16(2), 134-151.  Abstract. DOI.
Mustafee N, Bischoff EE (2013). Analysing trade-offs in container loading: Combining load plan construction heuristics with agent-based simulation. International Transactions in Operational Research, 20(4), 471-491.  Abstract.  Full text. DOI.
Mustafee N, Taylor SJE (2013). Application and support for high-performance simulation. Simulation, 89(10), 1151-1153. Full text.
Mustafee N, Taylor SJE (2013). High-performance simulation and simulation methodologies. Simulation, 89(11), 1291-1292. Full text.
Schien D, Shabajee P, Yearworth M, Preist C (2013). Modeling and assessing variability in energy consumption during the use stage of online multimedia services. Journal of Industrial Ecology, 17(6), 800-813.  Abstract. DOI.
Mustafee N, Katsaliaki K, Bischoff EE, Williams MD (2013). Proximity-Based Modelling of Cross-Contamination through Agent-Based Simulation: a Feasibility Study. Health Systems, 2(1), 61-71. Author URL.  Full text. DOI.
Katsaliaki K, Mustafee N (2013). Serious Games for Sustainable Development. Journal of Management Education, 37(6), 889-894. Full text. DOI.
Liu X, Taylor SJE, Mustafee N, Wang J, Gao Q, Gilbert D (2013). Speeding up systems biology simulations of biochemical pathways using condor. Concurrency and Computation: Practice and Experience, 26(17), 2727-2742. Full text. DOI.
Dave S, Sooriyabandara M, Yearworth M (2013). System behaviour modelling for demand response provision in a smart grid. Energy Policy, 61, 172-181.  Abstract. DOI.
Yearworth M, White L (2013). The uses of qualitative data in multimethodology: Developing causal loop diagrams during the coding process. European Journal of Operational Research, 231(1), 151-161.  Abstract. DOI.
Taylor SJE, Turner SJ, Straßburger S, Mustafee N (2012). Bridging the gap: a standards-based approach to OR/MS distributed simulation. ACM Trans. Model. Comput. Simul., 22, 18:1-18:1. Full text.
Mustafee N, Taylor S, Katsaliaki K, Dwivedi Y, Williams M (2012). Motivations and barriers in using distributed supply chain simulation. International Transactions in Operational Research, 19(5), 733-751.  Abstract.  Full text. DOI.
Swanson RC, Cattaneo A, Bradley E, Chunharas S, Atun R, Abbas KM, Katsaliaki K, Mustafee N, Mason Meier B, Best A, et al (2012). Rethinking health systems strengthening: key systems thinking tools and strategies for transformational change. Health Policy Plan, 27 Suppl 4, iv54-iv61.  Abstract.  Author URL. DOI.
Mustafee N, Williams MD, Katsaliaki K, Fishwick P (2012). SCS: 60 years and counting! a time to reflect on the Society’s scholarly contribution to M&S from the turn of the millennium. SIMULATION, 88(9), 1047-1071.  Abstract.  Full text. DOI.
Bell D, De Cesare S, Lycett M, Taylor SJE, Mustafee N (2012). Service-oriented simulation using web ontology. International Journal of Simulation and Process Modelling, 7(3), 217-227.  Abstract.  Full text. DOI.
Katsaliaki K, Mustafee N (2011). Applications of simulation within the healthcare context. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 62(8), 1431-1451. Author URL.  Full text. DOI.
Katsaliaki K, Mustafee N, Dwivedi YK, Williams T, Wilson JM (2010). A profile of or research and practice published in the Journal of the Operational Research Society. Journal of the Operational Research Society, 61(1), 82-94.  Abstract.  Full text. DOI.
Mustafee N (2010). Exploiting grid computing, desktop grids and cloud computing for escience: Future directions. Transforming Government: People, Process and Policy, 4(4), 288-298.  Abstract. DOI.
Katsaliaki K, Mustafee N (2010). Improving decision making in healthcare services through the use of existing simulation modelling tools and new technologies. Transforming Government: People, Process and Policy, 4(2), 158-171.  Abstract. DOI.
Dwivedi YK, Mustafee N (2010). It's unwritten in the Cloud: the technology enablers for realising the promise of Cloud Computing. Journal of Enterprise Information Management, 23(6), 673-679.  Abstract. DOI.
Mustafee N, Katsaliaki K, Taylor SJE (2010). Profiling literature in healthcare simulation. Simulation, 86(8-9), 543-558.  Abstract. DOI.
Dwivedi YK, Mustafee N (2010). Profiling research published in the Journal of Enterprise Information Management (JEIM). Journal of Enterprise Information Management, 23(1), 8-26.  Abstract. DOI.
Mustafee N, Taylor SJE (2010). Speeding-up the execution of credit risk simulations using desktop grid computing: a case study. Proceedings of the 2010 Operational Research Society Simulation Workshop, SW 2010, 176-183.  Abstract.
Katsaliaki K, Mustafee N, Taylor SJE, Brailsford S (2009). Comparing conventional and distributed approaches to simulation in a complex supply-chain health system. Journal of the Operational Research Society, 60(1), 43-51.  Abstract.  Full text. DOI.
Mustafee N, Taylor SJE, Katsaliaki K, Brailsford S (2009). Facilitating the analysis of a UK national blood service supply chain using distributed simulation. Simulation, 85(2), 113-128.  Abstract.  Full text. DOI.
Dwivedi YK, Lal B, Mustafee N, Williams MD (2009). Profiling a decade of Information Systems Frontiers' research. Information Systems Frontiers, 11(1), 87-102.  Abstract.  Full text. DOI.
Mustafee N, Taylor SJE (2009). Speeding up simulation applications using wingrid. Concurrency Computation Practice and Experience, 21(11), 1504-1523.  Abstract.  Full text. DOI.
Bell D, Mustafee N, de Cesare S, Taylor SJE, Lycett M, Fishwick PA (2008). Ontology engineering for simulation component reuse. International Journal of Enterprise Information Systems, 4(4), 47-61.  Abstract. DOI.
Taylor SJE, Mustafee N, Turner SJ, Ahlander H, Ayani R (2005). A Comparison of CMB- and HLA-Based Approaches to Type I Interoperability Reference Model Problems for COTS-Based Distributed Simulation. Simulation, 81(1), 33-43.  Abstract.  Full text. DOI.

Chapters

Yearworth M, White L (2019). Group Support Systems: experiments with an online system and implications for same-time/different places working. In Kilgour DM, Eden C (Eds.) Handbook of Group Decision and Negotiation, Springer  Abstract.  Full text.
Mustafee N, Fishwick P (2017). Analysis of M&S Literature Published in the Proceeding of the Winter Simulation Conference from 1981 to 2016. In Tolk A, Fowler J, Shao G, Yücesan E (Eds.) Advances in Modeling and Simulation Seminal Research from 50 Years of Winter Simulation Conferences, Springer DOI.
Yearworth M, White L (2017). Demystifying facilitation: a new approach to investigating the role of facilitation in group decision support processes. In Bajwa D, Koeszegi ST, Vetschera R (Eds.) Group Decision and Negotiation. Theory, Empirical Evidence, and Application: 16th International Conference, GDN 2016, Bellingham, WA, USA, June 20-24, 2016, Revised Selected Papers, Springer, 69-86.  Abstract.  Full text. DOI.
Lowe D, Oliver P, Midgley G, Yearworth M (2017). Evaluating How System Health Assessment can Trigger Anticipatory Action for Resilience. In Madni AM, Boehm B, Ghanem R, Erwin D, Wheaton MJ (Eds.) Disciplinary Convergence in Systems Engineering Research, Springer, 765-776.  Abstract.  Full text. DOI.
Diallo S, Lynch CJ, Mustafee N (2017). Funding an Academic Simulation Project: the Economics of M&S. In Tolk A, Oren T (Eds.) The Profession of Modeling and Simulation: Discipline, Ethics, Education, Vocation, Societies, and Economics, John Wiley & Sons, 267-286. DOI.
Mustafee N (2016). A Synthesis of Operational Research for Emergency Planning in Healthcare through the Triple Lens of Technique-Domain-Context. In Mustafee (Ed) Operational Research for Emergency Planning in Healthcare: Volume 1, London: Palgrave Macmillan, 1-11.  Abstract.
White L, Burger K, Yearworth M (2016). Big Data and Behavior in Operational Research: Towards a “Smart OR”. In Kunc M, Malpass J, White L (Eds.) Behavioral Operational Research Theory, Methodology and Practice, Palgrave Macmillan, 177-193.  Abstract.  Full text. DOI.
Mustafee N (2016). Operational Research for Healthcare Emergency Planning at a Strategic Level. In Mustafee (Ed) Operational Research for Emergency Planning in Healthcare: Volume 2, London: Palgrave Macmillan, 1-9.  Abstract.
White L, Burger K, Yearworth M (2016). Smart cities:big data and behavioral operational research. In Kunc M, Malpass J, White L (Eds.) Behavioral Operational Research Theory, Methodology and Practice, Palgrave Macmillan, 303-318.  Abstract. DOI.
Gilbert D, Shrieves L, Yearworth M (2015). A Case Study of Applying Complexity Leadership Theory in Thales UK. In Auvray G, Bocquet JC, Bonjour E, Krob D (Eds.) Complex Systems Design & Management, Cham: Springer, 199-211.  Abstract.  Full text. DOI.
Mustafee N, Katsaliaki K, Fishwick P (2015). A Review of Extant M&S Literature through Journal Profiling and Co-Citation Analysis. In Yilmaz L (Ed) Concepts and Methodologies for Modeling and Simulation: a Tribute to Tuncer Ören, Springer, 323-345.
White L, Yearworth M, Burger K (2015). Understanding PSM Interventions Through Sense-Making and the Mangle of Practice Lens. In Kaminski B, Kersten G, Szapiro T (Eds.) Outlooks and Insights on Group Decision and Negotiation 15th International Conference, GDN 2015, Warsaw, Poland, June 22-26, 2015, Proceedings, Springer, 13-27.  Abstract.
Mustafee N, Taylor SJE (2010). The European research and education networks: Ensuring Europe's leadership in e-science. In  (Ed) Adoption, Usage, and Global Impact of Broadband Technologies: Diffusion, Practice and Policy, 143-154.  Abstract. DOI.
Mustafee N, Taylor SJE (2009). Leveraging simulation practice in industry through use of desktop grid middleware. In  (Ed) Grid Technology for Maximizing Collaborative Decision Management and Support: Advancing Effective Virtual Organizations, 105-129.  Abstract. DOI.
Mustafee N, Taylor SJE, Katsaliaki K, Brailsford S (2009). Speeding up decision support: Investigating the distributed simulation of a healthcare supply chain. In  (Ed) Handbook of Research on Advances in Health Informatics and Electronic Healthcare Applications: Global Adoption and Impact of Information Communication Technologies, 255-273.  Abstract. DOI.

Conferences

Harper A, Mustafee N (2019). A Hybrid Modelling Approach Using Forecasting and Real-Time Simulation to Prevent Emergency Department Overcrowding.  Abstract. DOI.
Fishwick P, Mustafee N (2019). Broadening Participation in Modelling.  Abstract. DOI.
Eldabi T, Brailsford S, Djanatliev A, Kunc M, Mustafee N, Osorio AF, IEEE (2019). HYBRID SIMULATION CHALLENGES AND OPPORTUNITIES: a LIFE-CYCLE APPROACH. Author URL.  Full text.
Bell D, Groen D, Mustafee N, Ozik J, Strassburger S (2019). Hybrid Simulation Development - is it Just Analytics?.  Abstract. DOI.
Harper A, Mustafee N (2019). Proactive service recovery in emergency departments: a hybrid modelling approach using forecasting and real-time simulation.  Abstract. DOI.
Mustafee N, Powell JH, Harper A (2019). RH-RT: a data analytics framework for reducing wait time at emergency departments and centres for urgent care.  Abstract.  Full text. DOI.
Onggo BS, Juan AA, Mustafee N, Smart A, Molloy O (2019). Symbiotic simulation system: Hybrid systems model meets big data analytics.  Abstract.  Full text. DOI.
Mustafee N, Powell JH (2018). FROM HYBRID SIMULATION TO HYBRID SYSTEMS MODELLING. 2018 Winter Simulation Conference (WSC). 9th - 12th Dec 2018 Full text. DOI.
Harper A, Mustafee N, Feeney M (2017). A hybrid approach using forecasting and discrete-event simulation for endoscopy services.
Mustafee N, Powell JH, Martin S, Fordyce A, Harper A (2017). Investigating the use of real-time data in nudging patients' Emergency Department (ED) attendance behaviour.  Abstract.  Full text. DOI.
Fakhimi M, Stergioulas LK, Mustafee N (2017). Modelling for sustainable development using the triple-bottom line: Methods, challenges and the need for hybrid M&S.
Abel G, Gomez Cano M, Smart PA, Mustafee N, Fletcher E, Campbell J (2017). Primary Care Workforce: How can we Identify those General Practices at Risk of a Supply-Demand Imbalance?. 46th Annual Scientific Meeting of the Society for Academic Primary Care (SAPC ASM 2017). Warwick. 12th - 14th Jul 2017
Mustafee N, Brailsford SC, Djanatliev A, Eldabi T, Kunc M, Tolk A (2017). Purpose and benefits of hybrid simulation: Contributing to the convergence of its definition.
Eldabi T, Balaban M, Brailsford S, Mustafee N, Nance RE, Onggo BS, Sargent RG (2016). Hybrid Simulation: Historical lessons, present challenges and futures. DOI.
Mustafee N, Powell J, Brailsford SC, Diallo S, Padilla J, Tolk A (2016). Hybrid simulation studies and Hybrid Simulation systems: Definitions, challenges, and benefits.  Abstract. DOI.
Mustafee N, Mittal S, Zacharewicz G (2016). Welcome from the SpringSim'16 conference chairs.
Mustafee N, Wienke A, Smart A, Godsiff P (2015). Learning Maintenance, Repair and Operations (MRO) Concepts in Offshore Wind Industry Through Game-based Learning. 2015 Winter Simulation Conference. Huntington Beach, CA. 6th - 9th Dec 2015
Simon SJE, Mustafee N, Son Y-J (2015). Proceedings of the 2015 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS). 2015 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS). London. 10th - 12th Jun 2015 DOI.
Taylor SJE, Ghorbani M, Mustafee N, Kiss T, Borosody P, Payne A, Gilbert D (2014). Investigating the Speedup of Systems Biology Simulation using the Sztaki Desktop Grid. 2014 Winter Simulation Conference. Savannah, GA. 7th - 10th Dec 2014
Powell J, Mustafee N (2014). SOFT OR APPROACHES IN PROBLEM FORMULATION STAGE OF a HYBRID M&S STUDY. Author URL.
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