Professor Robin Purshouse
School of Electrical and Electronic Engineering
Professor of Decision Sciences
Full contact details
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
Sheffield
S1 3JD
- Profile
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Robin Purshouse received the MEng degree in Control Systems Engineering in 1999 and a PhD in Control Systems in 2004, both from the University of Sheffield. His doctoral studies, under the supervision of Peter Fleming, pioneered the research field of many-objective optimization. Robin worked in industry (in roles at Logica, PA Consulting, and Rolls-Royce), before returning to the University of Sheffield in 2008 as Research Fellow in Health Economics and Decision Modelling. In this role he was lead developer for the Sheffield Alcohol Policy Model, which has gone on to become one of the most prominent computational models used to inform population health policy decision making. He was subsequently appointed Lecturer (2010), Senior Lecturer (2014), Reader in Decision Modelling and Optimization (2017) and Professor of Decision Sciences (2020) in the Department of Automatic Control and Systems Engineering. He continues in this role in the new School of Electrical and Electronic Engineering.
Robin’s research sits at the interface of computational modelling, optimization, and systems science. He was awarded an ESRC Future Research Leaders Award (2012-15) for the project ‘Complex systems modelling of alcohol consumption dynamics in the British population’. He was subsequently Principal Investigator for the NIH R01 project ‘CASCADE: Calibrated agent simulations for combined analysis of drinking etiologies’ (2016-22), founding Co-Director for the UKPRP research consortium ‘SIPHER: Systems-science informed public health and economic research for non-communicable disease prevention’ (2019-25), and is now Co-PI for the NIHR project ‘NOURISH: The impact of food environment policies and food insecurity on less healthy food consumption, obesity and health economic outcomes – a model-based appraisal’ (2024-27). He is also Sheffield lead investigator for the CRUK programme grant ‘Targeting multiple levels of ‘the smoking cessation system’ using novel scientific approaches’ (2022-27), a further NIH R01 project ‘SIMAH: A microsimulation of alcohol control interventions to advance health equity and reverse the current decrease in life expectancy in the US’ (2020-25), and the UKRI interdisciplinary research cluster ‘HealthMod: Enhancing policy modelling capabilities to tackle the economic determinants of health and health inequality’ (2024-28).
- Research interests
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- Computational modelling of complex social systems
- Agent-based modelling, machine learning, and uncertainty quantification methods for generative and inverse generative social science
- Decision modelling for population health policy appraisal and evaluation
- Evolutionary multi-objective optimization and multi-criteria decision-making
- Bayesian optimization and multidisciplinary optimization for the design of complex engineered products and processes.
- Publications
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Journal articles
- Scoping of policy impacts for regulating e-cigarettes (SPIRE): findings from a data and decision analytic model mapping project. NIHR Open Research. View this article in WRRO
- The association between macro-level structural discrimination and alcohol outcomes: A systematic review. Social Science & Medicine. View this article in WRRO
- Using agent-based models to explore dietary policy mechanisms. Appetite, 213, 108071-108071.
- Targeting alcohol use in high-risk population groups: a US microsimulation study of beverage-specific pricing policies.. Lancet Public Health. View this article in WRRO
- Annotating datasets in behavioural and social sciences to promote interoperability: development of the schema for ontology-based dataset annotation (SODA) version 1.0. Wellcome Open Research, 10, 455-455. View this article in WRRO
- Applying an intersectional lens to alcohol inequities: a conceptual framework. Addiction. View this article in WRRO
- Associations of close social connections with smoking and vaping: a population study in England. Nicotine and Tobacco Research, 27(3), 447-456. View this article in WRRO
- Corrigendum to “An analysis of intersectional disparities in alcohol consumption in the US” [Soc. Sci. Med. Volume 363, December 2024, 117514]. Social Science & Medicine, 117577-117577.
- Digital framework for metallic subtractive process planning: Liger optimisation case study. Procedia CIRP, 130, 1358-1363. View this article in WRRO
- An analysis of intersectional disparities in alcohol consumption in the US. Social Science and Medicine, 363. View this article in WRRO
- The PHEM-B toolbox of methods for incorporating the influences on behaviour into public health economic models. BMC Public Health, 24(1). View this article in WRRO
- How can agent‐based modelling provide new insights into the impact of minimum unit pricing in Scotland?. Drug and Alcohol Review, 43(7), 1657-1661. View this article in WRRO
- Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling. Environmental Modelling & Software, 173. View this article in WRRO
- The long‐term effectiveness and cost‐effectiveness of public health interventions; how can we model behavior? A review. Health Economics, 32(12), 2836-2854. View this article in WRRO
- Exploring the relationship between food advertising and consumption of foods high in fat, salt, and sugar in England: an agent-based modelling study. Appetite, 189, 106933-106933. View this article in WRRO
- A cybernetic participatory approach for policy system of systems mapping: case study of inclusive economies. Futures, 152. View this article in WRRO
- Guidance on the use of complex systems models for economic evaluations of public health interventions. Health Economics, 32(7), 1603-1625. View this article in WRRO
- Can social norms explain long-term trends in alcohol use? Insights from inverse generative social science. Journal of Artificial Societies and Social Simulation, 26(2). View this article in WRRO
Conference proceedings
- Surrogate strategies for scalarisation-based multi-objective Bayesian optimizers. Evolutionary Multi-Criterion Optimization (EMO 2025), Vol. 15513. Canberra, Australia, 4 March 2025 - 4 March 2025. View this article in WRRO
- Incorporating the COM-B model for behavior change into an agent-based model of smoking behaviors: an object-oriented design. 2024 Winter Simulation Conference (WSC) (pp 252-263). Orlando, Florida, 15 December 2024 - 15 December 2024. View this article in WRRO
- Decoupled design of experiments for expensive multi-objective problems. Learning and Intelligent Optimization: 18th International Conference, LION 18, Ischia Island, Italy, June 9–13, 2024, Revised Selected Papers, Vol. LNCS 14990 (pp 37-50). Ischia Island, Italy, 9 June 2024 - 9 June 2024. View this article in WRRO
- OP78 SIPHER’s synthetic population for individuals in great Britain 2019 - 2021: creation, validation, and examples of application. SSM Annual Scientific Meeting (pp A28.2-A29)
- A distributed multi-disciplinary design optimization benchmark test suite with constraints and multiple conflicting objectives. Genetic and Evolutionary Computation Conference Companion (GECCO '23 Companion), July 15--19, 2023, Lisbon, Portugal (pp 1611-1619). New York, NY, United States, 15 July 2023 - 15 July 2023. View this article in WRRO
Preprints
- Scoping of policy impacts for regulating e-cigarettes (SPIRE): findings from a data and decision analytic model mapping project. NIHR Open Research. View this article in WRRO
- Grants
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Current Grants
- The HealthMod Cluster: Enhancing Policy Modelling Capabilities to Tackle the Economic Determinants of Health and Health Inequality, MRC, 04/2023 - 03/2028, £9,055,452, as Co-I
- Targeting multiple levels of ‘the smoking cessation system’ using novel scientific approaches, CRUK, 04/2022 - 03/2027, £531,098, as PI
- Intervention development for community-based self-referred social prescribing, RCUK, 06/2021 - 11/2022, £181,653, as Co-PI
- A microsimulation of alcohol control interventions to advance health equity and
reverse the current decrease in life expectancy in the US, NIH, 10/2020 - 09/2025, $332,505, as sub award PI - System-science Informed Public Health and Economic Research for Non-communicable Disease Prevention (the SIPHER Consortium), 09/2019 - 03/2025, £6,926,749, as co-PI
Previous Grants
- Developing a proof-of-concept agent-based model of the relationship between food advertising and food choices in England, RCUK, 09/2022 - 03/2023, £24,990, as Co-PI
- SIPHER – Systems science in Public health and Health Economic Research, Research England, 04/2021 - 03/2022, as PI
- Many-objective Optimisation Pilot Project, Industrial, 10/2018 - 05/2019, £64,720, as PI
- Consortium Developmental Grant, UK Prevention Research Partnership, 07/2018 - 11/2018, £46,105, as Co-I
- DYNAMO: DYNamic Analysis Modelling and Optimisation of GDI Engines, 04/2018 - 06/2021, £401,252, as PI
- Liger - an Open-source Integrated Optimisation Environment, Digital Engineering and Test Centre, 01/2018 - 05/2019, £60,000, as PI
- CASCADE: Calibrated Agent Simulations for Combined Analysis of Drinking Etiologies, NIAAA, 08/2016 - 04/2022, $2,313,250, as PI
- Optimization for robust design: Integrating model-based systems engineering with multi-criteria decision-making support in a distributed framework, EPSRC, 05/2014 - 05/2018, £1,074,429, as co-PI
- ASUR hybrid power packs, Industrial, 10/2013 - 03/2014, £29,991, as PI
- Value-based Bayesian sequential analysis for fault monitoring, EPSRC, 01/2013 - 08/2014, £18,099, as co-PI
- Complex systems modelling of alcohol consumption dynamics in the British population, ESRC, 10/2012 - 09/2014, £173,428, as PI
- Alcohol policy modelling and evaluation, MRC, 11/2010 - 10/2013, £1,034,163, as co-PI
- Teaching activities
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- ACS6132 - Agent Based Modelling
- Professional activities and memberships
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- Association for Computing Machinery (2017-present)
- Research Society on Alcohol (2016-present)