Research outputs
Selected research outputs
- An integrated dual process simulation model of alcohol use behaviours in individuals, with application to US population-level consumption, 1984-2012 (Journal article - 2022)
- Improved estimates for individual and population-level alcohol use in the United States, 1984-2020 (Journal article - 2022)
- The Normative Underpinnings of Population-Level Alcohol Use: An Individual-Level Simulation Model (Journal article - 2020)
- Protein Valuation in Food Choice Is Positively Associated with Lean Mass in Older Adults (Journal article - 2019)
- Associations of Close Social Connections With Smoking and Vaping: A Population Study in England (Journal article - 2025)
- Alcoholic beverage types consumed by population subgroups in the United States: Implications for alcohol policy to address health disparities (Journal article - 2024)
- The PHEM-B toolbox of methods for incorporating the influences on Behaviour into Public Health Economic Models (Journal article - 2024)
2025
Applying an intersectional lens to alcohol inequities: A conceptual framework
Bright, S., Buckley, C., Holman, D., Squires, H., Greene, N., Mulia, N., . . . Purshouse, R. (2025). Applying an intersectional lens to alcohol inequities: A conceptual framework. ADDICTION, 120(12), 2585-2598. doi:10.1111/add.70130
The association between macro-level structural discrimination and alcohol outcomes: A systematic review
Bright, S., Buckley, C., Holman, D., Henney, M., Tabb, L. P., & Purshouse, R. (2025). The association between macro-level structural discrimination and alcohol outcomes: A systematic review. SOCIAL SCIENCE & MEDICINE, 385. doi:10.1016/j.socscimed.2025.118596
Targeting alcohol use in high-risk population groups: a US microsimulation study of beverage-specific pricing policies
Kilian, C., Buckley, C., Lemp, J. M., Kou, X., Kerr, W. C., Mulia, N., . . . Probst, C. (2025). Targeting alcohol use in high-risk population groups: a US microsimulation study of beverage-specific pricing policies. LANCET PUBLIC HEALTH, 10(10), E815-E823. doi:10.1016/S2468-2667(25)00165-3
Using agent-based models to explore dietary policy mechanisms
Buckley, C., Breeze, P., Keenan, G., Brennan, A., & Purshouse, R. C. (2025). Using agent-based models to explore dietary policy mechanisms. Appetite, 213, 108071. doi:10.1016/j.appet.2025.108071
The COVID-19 syndemic: a perfect storm for the life expectancy of the most disadvantaged Americans
Probst, C., Bright, S., Zhu, Y., Kilian, C., Buckley, C., Ye, Y., . . . Rehm, J. (2025). The COVID-19 syndemic: a perfect storm for the life expectancy of the most disadvantaged Americans. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 54(3). doi:10.1093/ije/dyaf069
Disparities in educational mobility in the US by race and ethnicity, sex, and household income: results from a prospective cohort study 1999 to 2019
An analysis of intersectional disparities in alcohol consumption in the US (vol 363, 117514, 2024)
Bright, S., Buckley, C., Holman, D., Leckie, G., Bell, A., Mulia, N., . . . Purshouse, R. (2025). An analysis of intersectional disparities in alcohol consumption in the US (vol 363, 117514, 2024). SOCIAL SCIENCE & MEDICINE, 369. doi:10.1016/j.socscimed.2024.117577
Associations of Close Social Connections With Smoking and Vaping: A Population Study in England
Jackson, S. E., Squires, H., Shahab, L., Tattan-Birch, H., Buckley, C., Purshouse, R. C., & Brown, J. (2024). Associations of Close Social Connections With Smoking and Vaping: A Population Study in England. NICOTINE & TOBACCO RESEARCH, 27(3), 447-456. doi:10.1093/ntr/ntae225
Socioeconomic disparities in healthcare access and implications for all-cause mortality among US adults: a 2000-2019 record linkage study
Gulati, I., Kilian, C., Buckley, C., Mulia, N., & Probst, C. (2024). Socioeconomic disparities in healthcare access and implications for all-cause mortality among US adults: a 2000-2019 record linkage study. AMERICAN JOURNAL OF EPIDEMIOLOGY, 194(2), 432-440. doi:10.1093/aje/kwae202
2024
An analysis of intersectional disparities in alcohol consumption in the US
Bright, S., Buckley, C., Holman, D., Leckie, G., Bell, A., Mulia, N., . . . Purshouse, R. (2024). An analysis of intersectional disparities in alcohol consumption in the US. SOCIAL SCIENCE & MEDICINE, 363. doi:10.1016/j.socscimed.2024.117514
The PHEM-B toolbox of methods for incorporating the influences on Behaviour into Public Health Economic Models
Squires, H., Kelly, M. P., Gilbert, N., Sniehotta, F., Purshouse, R. C., Garcia, L., . . . Chater, A. M. (2024). The PHEM-B toolbox of methods for incorporating the influences on Behaviour into Public Health Economic Models. BMC PUBLIC HEALTH, 24(1). doi:10.1186/s12889-024-20225-1
How can agent-based modelling provide new insights into the impact of minimum unit pricing in Scotland?
Boyd, J., Holmes, J., Gibbs, N., Buckley, C., Purshouse, R., & Meier, P. (2024). 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. doi:10.1111/dar.13880
Alcoholic beverage types consumed by population subgroups in the United States: Implications for alcohol policy to address health disparities
Cook, W. K., Kerr, W. C., Zhu, Y., Bright, S., Buckley, C., Kilian, C., . . . Probst, C. (2024). Alcoholic beverage types consumed by population subgroups in the United States: Implications for alcohol policy to address health disparities. DRUG AND ALCOHOL REVIEW, 43(4), 946-955. doi:10.1111/dar.13819
Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling
Purshouse, R. C., Buckley, C., & Brennan, A. (2024). Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling. ENVIRONMENTAL MODELLING & SOFTWARE, 173. doi:10.1016/j.envsoft.2024.105959
How does alcohol use impact morbidity and mortality of liver cirrhosis? A systematic review and dose-response meta-analysis
Llamosas-Falcon, L., Probst, C., Buckley, C., Jiang, H., Lasserre, A. M., Puka, K., . . . Rehm, J. (2024). How does alcohol use impact morbidity and mortality of liver cirrhosis? A systematic review and dose-response meta-analysis. HEPATOLOGY INTERNATIONAL, 18(1), 216-224. doi:10.1007/s12072-023-10584-z
INCORPORATING THE COM-B MODEL FOR BEHAVIOR CHANGE INTO AN AGENT-BASED MODEL OF SMOKING BEHAVIORS: AN OBJECT-ORIENTED DESIGN
Tian, D., Squires, H. Y., Buckley, C., Gillespie, D., Tattan-Birch, H., Shahab, L., . . . Purshouse, R. C. (2024). INCORPORATING THE COM-B MODEL FOR BEHAVIOR CHANGE INTO AN AGENT-BASED MODEL OF SMOKING BEHAVIORS: AN OBJECT-ORIENTED DESIGN. In 2024 WINTER SIMULATION CONFERENCE, WSC (pp. 252-263). doi:10.1109/WSC63780.2024.10838986
2023
Can lifestyle factors explain racial and ethnic inequalities in all-cause mortality among US adults?
Puka, K., Kilian, C., Zhu, Y., Mulia, N., Buckley, C., Lasserre, A. M., . . . Probst, C. (2023). Can lifestyle factors explain racial and ethnic inequalities in all-cause mortality among US adults?. BMC PUBLIC HEALTH, 23(1). doi:10.1186/s12889-023-16178-6
The Relationship Between Alcohol Consumption, BMI, and Type 2 Diabetes: A Systematic Review and Dose-Response Meta-analysis
Llamosas-Falcon, L., Rehm, J., Bright, S., Buckley, C., Carr, T., Kilian, C., . . . Probst, C. (2023). The Relationship Between Alcohol Consumption, BMI, and Type 2 Diabetes: A Systematic Review and Dose-Response Meta-analysis. DIABETES CARE, 46(11). doi:10.2337/dc23-1015
Exploring the relationship between food advertising and consumption of foods high in fat, salt, and sugar in England: an agent-based modelling study
Buckley, C., Breeze, P., Brennan, A., Colasanti, R., Leach, M., & Purshouse, R. (2023). 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. doi:10.1016/j.appet.2023.106933
Increases in ?deaths of despair? during the COVID-19 pandemic in the United States and the United Kingdom
Angus, C., Buckley, C., Tilstra, A. M., & Dowd, J. B. (2023). Increases in ?deaths of despair? during the COVID-19 pandemic in the United States and the United Kingdom. PUBLIC HEALTH, 218, 92-96. doi:10.1016/j.puhe.2023.02.019
Simulation of Alcohol Control Policies for Health Equity (SIMAH) Project: Study Design and First Results
Probst, C., Buckley, C., Lasserre, A. M., Kerr, W. C., Mulia, N., Puka, K., . . . Rehm, J. (2023). Simulation of Alcohol Control Policies for Health Equity (SIMAH) Project: Study Design and First Results. In AMERICAN JOURNAL OF EPIDEMIOLOGY Vol. 192 (pp. 690-702). doi:10.1093/aje/kwad018
Can lifestyle factors explain racial and ethnic inequalities in all-cause mortality among US adults?
Behavioral stability of alcohol consumption and socio-demographic correlates of change among a nationally representative cohort of US adults
Puka, K., Buckley, C., Mulia, N., Purshouse, R. C., Lasserre, A. M., Kerr, W., . . . Probst, C. (2023). Behavioral stability of alcohol consumption and socio-demographic correlates of change among a nationally representative cohort of US adults. ADDICTION, 118(1), 61-70. doi:10.1111/add.16024
Can Social Norms Explain Long-Term Trends in Alcohol Use? Insights from Inverse Generative Social Science
Vu, T. M., Buckley, C., Duro, J. A., Brennan, A., Epstein, J. M., & Purshouse, R. C. (2023). Can Social Norms Explain Long-Term Trends in Alcohol Use? Insights from Inverse Generative Social Science. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 26(2). doi:10.18564/jasss.5077
2022
Trends in mortality from alcohol, opioid, and combined alcohol and opioid poisonings by sex, educational attainment, and race and ethnicity for the United States 2000-2019
Buckley, C., Ye, Y., Kerr, W. C., Mulia, N., Puka, K., Rehm, J., & Probst, C. (2022). Trends in mortality from alcohol, opioid, and combined alcohol and opioid poisonings by sex, educational attainment, and race and ethnicity for the United States 2000-2019. BMC MEDICINE, 20(1). doi:10.1186/s12916-022-02590-z
Educational Attainment and Lifestyle Risk Factors Associated With All-Cause Mortality in the US
Puka, K., Buckley, C., Mulia, N., Lasserre, A. M., Rehm, J., & Probst, C. (2022). Educational Attainment and Lifestyle Risk Factors Associated With All-Cause Mortality in the US. JAMA HEALTH FORUM, 3(4). doi:10.1001/jamahealthforum.2022.0401
An integrated dual process simulation model of alcohol use behaviours in individuals, with application to US population-level consumption, 1984-2012
Buckley, C., Field, M., Tuong, M. V., Brennan, A., Greenfield, T. K., Meier, P. S., . . . Purshouse, R. C. (2022). An integrated dual process simulation model of alcohol use behaviours in individuals, with application to US population-level consumption, 1984-2012. ADDICTIVE BEHAVIORS, 124. doi:10.1016/j.addbeh.2021.107094
Improved estimates for individual and population-level alcohol use in the United States, 1984-2020
Buckley, C., Brennan, A., Kerr, W. C., Probst, C., Puka, K., Purshouse, R. C., & Rehm, J. (2022). Improved estimates for individual and population-level alcohol use in the United States, 1984-2020. INTERNATIONAL JOURNAL OF ALCOHOL AND DRUG RESEARCH, 10(1), 24-33. doi:10.7895/ijadr.383
Sex-specific association between alcohol consumption and liver cirrhosis: An updated systematic review and meta-analysis
Llamosas-Falcon, L., Probst, C., Buckley, C., Jiang, H., Lasserre, A. M., Puka, K., . . . Rehm, J. (2022). Sex-specific association between alcohol consumption and liver cirrhosis: An updated systematic review and meta-analysis. FRONTIERS IN GASTROENTEROLOGY, 1. doi:10.3389/fgstr.2022.1005729
2021
The role of alcohol use in the aetiology and progression of liver disease: A narrative review and a quantification
Rehm, J., Patra, J., Brennan, A., Buckley, C., Greenfield, T. K., Kerr, W. C., . . . Shield, K. D. (2021). The role of alcohol use in the aetiology and progression of liver disease: A narrative review and a quantification. DRUG AND ALCOHOL REVIEW, 40(7), 1377-1386. doi:10.1111/dar.13286
Commentary on Robinson <i>et al</i>. (2021): England needs minimum pricing to tackles alcohol's hidden harms - Scotland's experience shows minimum unit pricing (MUP) on off-trade alcohol sales is effective
Purshouse, R. C., Buckley, C., Brennan, A., & Holmes, J. (2021). Commentary on Robinson <i>et al</i>. (2021): England needs minimum pricing to tackles alcohol's hidden harms - Scotland's experience shows minimum unit pricing (MUP) on off-trade alcohol sales is effective. ADDICTION, 116(10), 2709-2711. doi:10.1111/add.15595
Impact of body mass and alcohol consumption on all-cause and liver mortality in 240 000 adults in the United States
Patra, J., Buckley, C., Kerr, W. C., Brennan, A., Purshouse, R. C., & Rehm, J. (2021). Impact of body mass and alcohol consumption on all-cause and liver mortality in 240 000 adults in the United States. DRUG AND ALCOHOL REVIEW, 40(6), 1061-1070. doi:10.1111/dar.13265
Using Multi-objective Grammar-based Genetic Programming to Integrate Multiple Social Theories in Agent-based Modeling.
Vu, T. M., Davies, E., Buckley, C., Brennan, A., & Purshouse, R. C. (2021). Using Multi-objective Grammar-based Genetic Programming to Integrate Multiple Social Theories in Agent-based Modeling.. In Evolutionary Multi-Criterion Optimization : ... International Conference, EMO ... : proceedings. EMO (Conference) Vol. 12654 (pp. 721-733). doi:10.1007/978-3-030-72062-9_57
2020
A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models
Tuong, M. V., Probst, C., Nielsen, A., Bai, H., Buckley, C., Meier, P. S., . . . Purshouse, R. C. (2020). A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 23(3). doi:10.18564/jasss.4282
The Normative Underpinnings of Population-Level Alcohol Use: An Individual-Level Simulation Model
Probst, C., Vu, T. M., Epstein, J. M., Nielsen, A. E., Buckley, C., Brennan, A., . . . Purshouse, R. C. (2020). The Normative Underpinnings of Population-Level Alcohol Use: An Individual-Level Simulation Model. HEALTH EDUCATION & BEHAVIOR, 47(2), 224-234. doi:10.1177/1090198119880545
Introducing CASCADEPOP: an open-source sociodemographic simulation platform for us health policy appraisal.
Brennan, A., Buckley, C., Vu, T. M., Probst, C., Nielsen, A., Bai, H., . . . Purshouse, R. C. (2020). Introducing CASCADEPOP: an open-source sociodemographic simulation platform for us health policy appraisal.. International Journal of Microsimulation, 13(2), 21-60. doi:10.34196/ijm.00217
Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems
Tuong, M. V., Buckley, C., Bai, H., Nielsen, A., Probst, C., Brennan, A., . . . Purshouse, R. C. (2020). Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems. COMPLEXITY, 2020. doi:10.1155/2020/8923197
2019
Hydration status affects thirst and salt preference but not energy intake or postprandial ghrelin in healthy adults: A randomised crossover trial
Carroll, H. A., Templeman, L., Chen, Y. -C., Edinburgh, R., Burch, E. K., Jewitt, J. T., . . . Betts, J. A. (2019). Hydration status affects thirst and salt preference but not energy intake or postprandial ghrelin in healthy adults: A randomised crossover trial. PHYSIOLOGY & BEHAVIOR, 212. doi:10.1016/j.physbeh.2019.112725
Protein Valuation in Food Choice Is Positively Associated with Lean Mass in Older Adults
Buckley, C. M., Austin, S., Corfe, B. M., Green, M. A., Johnstone, A. M., Stevenson, E. J., . . . Brunstrom, J. M. (2019). Protein Valuation in Food Choice Is Positively Associated with Lean Mass in Older Adults. JOURNAL OF NUTRITION, 149(11), 2056-2064. doi:10.1093/jn/nxz124
2018
Fooled by savouriness? Investigating the relationship between savoury taste and protein content in familiar foods
Buckley, C. M., Stuijfzand, B. G., & Rogers, P. J. (2018). Fooled by savouriness? Investigating the relationship between savoury taste and protein content in familiar foods. PHYSIOLOGY & BEHAVIOR, 192, 30-36. doi:10.1016/j.physbeh.2018.03.009