Browse by All Cardiff Authors

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Topping, David, Hales, Tristram C. ORCID: https://orcid.org/0000-0002-3330-3302, Kadri, Usama ORCID: https://orcid.org/0000-0002-5441-1812, Patterson, Joanne ORCID: https://orcid.org/0000-0002-4440-159X, Pickett, John ORCID: https://orcid.org/0000-0002-1008-6595, Petri, Ioan ORCID: https://orcid.org/0000-0002-1625-8247, Taylor, Stuart ORCID: https://orcid.org/0000-0002-1933-4874, Li, Peiyuan, Sharma, Ashish, Venkatkrishnan, Venkat, Wadhwa, Abhinav, Ding, Jennifer, Bowyer, Ruth and Rana, Omer ORCID: https://orcid.org/0000-0003-3597-2646 2025. Data science and AI for sustainable futures: Opportunities and challenges. Sustainability 17 (5) , 2019. 10.3390/su17052019

Jay, Caroline, Yu, Yurong, Crawford, Ian, Archer-Nicholls, Scott, James, Philip, Gledson, Ann, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Haines, Robert, Lannelongue, Loic, Lines, Emily, Hosking, Scott and Topping, David 2024. Prioritize environmental sustainability in use of AI and data science methods. Nature Geoscience 17 (2) , pp. 106-108. 10.1038/s41561-023-01369-y

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Zidek, James V. and Schmidt, Alexandra M. 2023. Spatio-temporal methods in environmental epidemiology with R. Chapman and Hall/CRC. 10.1201/9781003352655

Lee, Duncan, Walton, Heather, Evangelopoulos, Dimitris, Katsouyanni, Klea, Gowers, Alison M., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Mitsakou, Christina 2023. Health impact assessment for air pollution in the presence of regional variation in effect sizes: the implications of using different meta-analytic approaches. Environmental Pollution 336 , 122465. 10.1016/j.envpol.2023.122465

Chen, X., Bannister, R., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264 and Zidek, J.V. 2023. On the stochasticity of reanalysis outputs of 4D-Var. [Online]. arXiv: Cornell University. Available at: https://doi.org/10.48550/arXiv.2304.03648

Thomas, Matthew L., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Topping, David, Morrissey, Karyn, Brannan, Thomas J., Diessner, Mike, Bowyer, Ruth C.E., Siegert, Stefan, Coe, Hugh, Evans, James, Benitez-Paez, Fernando and Zidek, James V. 2023. A data integration approach to estimating personal exposures to air pollution. Presented at: IEEE International Conference on Big Data (Big Data), Osaka, Japan, 17-20 December 2022. Proceedings 2022 IEEE International Conference on Big Data (Big Data). IEEE, pp. 4551-4559. 10.1109/BigData55660.2022.10020701

Liu, Xueying, Tai, Amos P. K., Chen, Youfan, Zhang, Lin, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Yan, Xiaoyu and Lam, Hon-Ming 2022. Publisher correction: dietary shifts can reduce premature deaths related to particulate matter pollution in China. Nature Food 3 (1) , 86. 10.1038/s43016-022-00458-2

Liu, Xueying, Tai, Amos P. K., Chen, Youfan, Zhang, Lin, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Yan, Xiaoyu and Lam, Hon-Ming 2021. Dietary shifts can reduce premature deaths related to particulate matter pollution in China. Nature Food 2 (12) , pp. 997-1004. 10.1038/s43016-021-00430-6

Spooner, Fiona, Abrams, Jesse F., Morrissey, Karyn, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Batty, Michael, Milton, Richard, Dennett, Adam, Lomax, Nik, Malleson, Nick, Nelissen, Natalie, Coleman, Alex, Nur, Jamil, Jin, Ying, Greig, Rory, Shenton, Charlie and Birkin, Mark 2021. A dynamic microsimulation model for epidemics. Social Science & Medicine 291 , 114461. 10.1016/j.socscimed.2021.114461

Morrissey, Karyn, Spooner, Fiona, Salter, James and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2021. Area level deprivation and monthly COVID-19 cases: the impact of government policy in England. Social Science and Medicine 289 , 114413. 10.1016/j.socscimed.2021.114413

Charlton, Rachel A., Green, Amelia, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Snowball, Julia, Nightingale, Alison, Tillett, William, Smith, Catherine and McHugh, Neil J. 2021. Risk of osteoarthritis in an incident cohort of people with psoriatic arthritis: a population-based cohort study. The Journal of Rheumatology 48 (6) , pp. 841-846. 10.3899/jrheum.200564

Dawkins, Laura C., Williamson, Daniel B., Mengersen, Kerrie L., Morawska, Lidia, Jayaratne, Rohan and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2021. Where Is the clean air? A bayesian decision framework for personalised cyclist route selection using R-INLA. Bayesian Analysis 16 (1) , pp. 61-91. 10.1214/19-ba1193

Henderson, Sarah B., Morrison, Kathryn T., McLean, Kathleen E., Ding, Yue, Yao, Jiayun, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Buckeridge, David L. 2021. Staying ahead of the epidemiologic curve: evaluation of the british columbia asthma prediction system (BCAPS) during the unprecedented 2018 wildfire season. Frontiers in Public Health 9 , 499309. 10.3389/fpubh.2021.499309

Delgado-Saborit, Juana Maria, Guercio, Valentina, Gowers, Alison M., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Fox, Nick C. and Love, Seth 2021. A critical review of the epidemiological evidence of effects of air pollution on dementia, cognitive function and cognitive decline in adult population. Science of the Total Environment 757 , 143734. 10.1016/j.scitotenv.2020.143734

Thomas, Matthew L., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Charlton, Rachel, Cavill, Charlotte, Holland, Richard, Iannone, Florenzo, Lapadula, Giovanni, Lopriore, Simona, Závada, Jakub, Uher, Michal, Pavelka, Karel, Szczuková, Lenka, Sidiropoulos, Prodromos, Flouri, Irini, Drosos, Alexandros, Möller, Burkhard, Nissen, Michael J., Müller, Rüdiger B., Scherer, Almut, McHugh, Neil and Nightingale, Alison 2021. Tumor necrosis factor inhibitor monotherapy versus combination therapy for the treatment of psoriatic arthritis: combined analysis of european biologics databases. The Journal of Rheumatology 48 (1) , pp. 48-57. 10.3899/jrheum.190815

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Salter, James M., Peuch, Vincent-Henri, Ruggeri, Giulia, Thomas, Matthew L., Mudu, Pierpaolo, Tarasova, Oksana, Baklanov, Alexander and Gumy, Sophie 2020. Global air quality: an inter-disciplinary approach to exposure assessment for burden of disease analyses. Atmosphere 12 (1) , 48. 10.3390/atmos12010048

Stoner, Oliver, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Economou, Theo 2020. Global household energy model: a multivariate hierarchical approach to estimating trends in the use of polluting and clean fuels for cooking. Journal of the Royal Statistical Society: Series C 69 (4) , pp. 815-839. 10.1111/rssc.12428

Hamann, Philip D.H., Pauling, John D., McHugh, Neil, Hyrich, Kimme, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and BSRBR-RA, Contributors Group 2020. Early response to anti-TNF predicts long-term outcomes including sustained remission: an analysis of the BSRBR-RA. Rheumatology 59 (7) , pp. 1709-1714. 10.1093/rheumatology/kez518

Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Thomas, M. L., Mudu, P., Ruggeri, G. and Gumy, S. 2020. Half the world’s population are exposed to increasing air pollution. npj Climate and Atmospheric Science 3 (1) , 23. 10.1038/s41612-020-0124-2

Blangiardo, Marta, Boulieri, Areti, Diggle, Peter, Piel, Frédéric B, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Elliott, Paul 2020. Advances in spatiotemporal models for non-communicable disease surveillance. International Journal of Epidemiology 49 (Supple) , I26-I37. 10.1093/ije/dyz181

Toledano, Mireille B, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, de Hoogh, Kees, Fecht, Daniela, Sterrantino, Anna Freni, Matthews, James, Wright, Matthew, Gulliver, John and Elliott, Paul 2020. Electric field and air ion exposures near high voltage overhead power lines and adult cancers: a case control study across England and Wales. International Journal of Epidemiology 49 (Supple) , I57-I66. 10.1093/ije/dyz275

Green, A., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Charlton, R., Snowball, J., Nightingale, A., Smith, C., Tillett, W. and McHugh, N. 2020. Modifiable risk factors and the development of psoriatic arthritis in people with psoriasis. British Journal of Dermatology 182 (3) , pp. 714-720. 10.1111/bjd.18227

Hamann, Philip D.H., Pauling, John D., McHugh, Neil, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Hyrich, Kimme and BSRBR-RA, Contributors Group 2019. Predictors, demographics and frequency of sustained remission and low disease activity in anti-tumour necrosis factor-treated rheumatoid arthritis patients. Rheumatology 58 (12) , pp. 2162-2169. 10.1093/rheumatology/kez188

Watson, Joe, Zidek, James V. and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2019. A general theory for preferential sampling in environmental networks. The Annals of Applied Statistics 13 (4) , pp. 2662-2700. 10.1214/19-aoas1288

Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Ranzi, A, Thomas, M, Aguirre-Perez, R, Bekker-Nielsen Dunbar, M, Parmagnani, F and Martuzzi, M 2019. Towards an assessment of the health impact of industrially contaminated sites: waste landfills in Europe. Presented at: The 2019 Annual Conference of the International Society for Environmental Epidemiology, Utrecht, 25-28 August 2019. Environmental Epidemiology. , vol.3 (1) International Society for Environmental Epidemiology (ISEE), p. 324. 10.1097/01.ee9.0000609556.41642.f6

Antony, Anna S., Allard, Andrew, Rambojun, Adwaye, Lovell, Christopher R., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Robinson, Graham, Jadon, Deepak R., Holland, Richard, Cavill, Charlotte, Korendowych, Eleanor, McHugh, Neil J. and Tillett, William 2019. Psoriatic nail dystrophy is associated with erosive disease in the distal interphalangeal joints in psoriatic arthritis: a retrospective cohort study. The Journal of Rheumatology 46 (9) , pp. 1097-1102. 10.3899/jrheum.180796

Betteridge, Z., Tansley, S., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Chinoy, H., Cooper, R.G., New, R.P., Lilleker, J.B., Vencovsky, J., Chazarain, L., Danko, K., Nagy-Vincze, M., Bodoki, L., Dastmalchi, M., Ekholm, L., Lundberg, I.E., McHugh, N. and UKMyonet, Contributors 2019. Frequency, mutual exclusivity and clinical associations of myositis autoantibodies in a combined European cohort of idiopathic inflammatory myopathy patients. Journal of Autoimmunity 101 , pp. 48-55. 10.1016/j.jaut.2019.04.001

Martin, Randall V., Brauer, Michael, van Donkelaar, Aaron, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Narain, Urvashi and Dey, Sagnik 2019. No one knows which city has the highest concentration of fine particulate matter. Atmospheric Environment: X 3 , 100040. 10.1016/j.aeaoa.2019.100040

Thomas, M.L., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Simpson, D., De Hoogh, K. and Zidek, J.V. 2019. Data integration for high-resolution, continental-scale estimation of air pollution concentrations. [Online]. arXiv: Cornell University. Available at: https://doi.org/10.48550/arXiv.1907.00093

Hamann, Philip D.H., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Hyrich, Kimme, Green, Amelia, McHugh, Neil, Pauling, John D. and BSRBR-RA, Contributors Group 2019. Gender stratified adjustment of the DAS28-CRP improves inter-score agreement with the DAS28-ESR in rheumatoid arthritis. Rheumatology 58 (5) , pp. 831-835. 10.1093/rheumatology/key374

Cohen, Aaron J, Brauer, Michael, Burnett, Richard, Anderson, H Ross, Frostad, Joseph, Estep, Kara, Balakrishnan, Kalpana, Brunekreef, Bert, Dandona, Lalit, Dandona, Rakhi, Feigin, Valery, Freedman, Greg, Hubbell, Bryan, Jobling, Amelia, Kan, Haidong, Knibbs, Luke, Liu, Yang, Martin, Randall, Morawska, Lidia, Pope III, C Arden, Shin, Hwashin, Straif, Kurt, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Thomas, Matthew, van Dingenen, Rita, van Donkelaar, Aaron, Vos, Theo, Murray, Christopher J L and Forouzanfar, Mohammad H 2019. Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the global burden of diseases study 2015. The Lancet 389 (10082) , pp. 1907-1918. 10.1016/S0140-6736(17)30505-6

Allard, Andrew, Antony, Anna, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Jadon, Deepak R, Cavill, Charlotte, Robinson, Graham, Korendowych, Eleanor, McHugh, Neil and Tillett, William 2019. Trajectory of radiographic change over a decade: the effect of transition from conventional synthetic disease-modifying antirheumatic drugs to anti-tumour necrosis factor in patients with psoriatic arthritis. Rheumatology 58 (2) , pp. 269-273. 10.1093/rheumatology/key297

Charlton, Rachel, Green, Amelia, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Snowball, Julia, Nightingale, Alison, Tillett, William, Smith, Catherine, McHugh, Neil and PROMPT, Study Group 2019. Risk of type 2 diabetes and cardiovascular disease in an incident cohort of people with psoriatic arthritis: a population-based cohort study. Rheumatology 58 (1) , pp. 144-148. 10.1093/rheumatology/key286

GBD 2017 Risk Factor, Collaborators and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2018. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990-2017: A systematic analysis for the Global Burden of Disease Study 2017. The Lancet 392 (10159) , pp. 1923-1994. 10.1016/S0140-6736(18)32225-6

Coates, Laura C., Tillett, William, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Pincus, Theodore, Kavanaugh, Arthur and Helliwell, Philip S. 2018. Value of the routine assessment of patient index data 3 in patients with psoriatic arthritis: results from a tight-control clinical trial and an observational cohort. Arthritis Care & Research 70 (8) , pp. 1198-1205. 10.1002/acr.23460

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Thomas, Matthew L., Amini, Heresh, Broday, David, Cohen, Aaron, Frostad, Joseph, Green, Amelia, Gumy, Sophie, Liu, Yang, Martin, Randall V., Pruss-Ustun, Annette, Simpson, Daniel, van Donkelaar, Aaron and Brauer, Michael 2018. Data Integration for the assessment of population exposure to ambient air pollution for global burden of disease assessment. Environmental Science and Technology 52 (16) , 9069–9078. 10.1021/acs.est.8b02864

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Thomas, Matthew L., Green, Amelia, Brauer, Michael, Donkelaar, Aaron, Burnett, Rick, Chang, Howard H., Cohen, Aaron, Van Dingenen, Rita, Dora, Carlos, Gumy, Sophie, Liu, Yang, Martin, Randall, Waller, Lance A., West, Jason, Zidek, James V. and Prüss-Ustün, Annette 2018. Data integration model for air quality: a hierarchical approach to the global estimation of exposures to ambient air pollution. Journal of the Royal Statistical Society. Series C: Applied Statistics 67 (1) , pp. 231-253. 10.1111/rssc.12227

Liu, Yi, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Zidek, James V. 2017. Incorporating high-dimensional exposure modelling into studies of air pollution and health. Statistics in Biosciences 9 (2) , pp. 559-581. 10.1007/s12561-016-9150-3

Tillett, William, Charlton, Rachel, Nightingale, Alison, Snowball, Julia, Green, Amelia, Smith, Catherine, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and McHugh, Neil 2017. Interval between onset of psoriasis and psoriatic arthritis comparing the UK Clinical Practice Research Datalink with a hospital-based cohort. Rheumatology 56 (12) , pp. 2109-2113. 10.1093/rheumatology/kex323

Tansley, Sarah L., Simou, Stefania, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Betteridge, Zoe E., Almeida, Beverley, Gunawardena, Harsha, Thomson, Wendy, Beresford, Michael W., Midgley, Angela, Muntoni, Francesco, Wedderburn, Lucy R. and McHugh, Neil J. 2017. Autoantibodies in juvenile-onset myositis: their diagnostic value and associated clinical phenotype in a large UK cohort. Journal of Autoimmunity 84 , pp. 55-64. 10.1016/j.jaut.2017.06.007

Williams, Sean, Trewartha, Grant, Kemp, Simon P. T., Brooks, John H. M., Fuller, Colin W., Taylor, Aileen E., Cross, Matthew J., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Stokes, Keith A. 2017. How much rugby is too much? A seven-season prospective cohort study of match exposure and injury risk in professional rugby union players. Sports Medicine 47 (11) , 2395–2402. 10.1007/s40279-017-0721-3

Charlton, Rachel, Green, Amelia, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Snowball, Julia, Nightingale, Alison, Tillett, William, Smith, Catherine H and McHugh, Neil 2017. Risk of uveitis and inflammatory bowel disease in people with psoriatic arthritis: a population-based cohort study. Annals of the Rheumatic Diseases 77 (2) , pp. 277-280. 10.1136/annrheumdis-2017-212328

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Green, Amelia and Watson, Matthew 2017. Impacts of a reduction in 11 kV voltage settings in South Wales. CIRED - Open Access Proceedings Journal 2017 (1) , pp. 2346-2349. 10.1049/oap-cired.2017.0367

GBD 2016 Risk Factors, Collaborators and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2017. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. The Lancet 390 (10100) , pp. 1345-1422. 10.1016/S0140-6736(17)32366-8

Wood, Simon N., Li, Zheyuan, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Augustin, Nicole H. 2017. Generalized additive models for gigadata: modeling the U.K. black smoke network daily data. Journal of the American Statistical Association 112 (519) , pp. 1199-1210. 10.1080/01621459.2016.1195744

Hamann, Philip, Holland, Richard, Hyrich, Kimme, Pauling, John D., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Nightingale, Alison and McHugh, Neil 2017. Factors associated with sustained remission in rheumatoid arthritis in patients treated with anti–tumor necrosis factor. Arthritis Care and Research 69 (6) , pp. 783-793. 10.1002/acr.23016

Tillett, William, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Jobling, Amelia, Askari, Ayman, Cooper, Annie, Creamer, Paul, Clunie, Gavin, Helliwell, Philip S., James, Jana, Kay, Lesley, Korendowych, Eleanor, Lane, Suzanne, Packham, Jonathon, Shaban, Ragai, Thomas, Matthew L., Williamson, Lyn and McHugh, Neil 2017. Effect of anti-TNF and conventional synthetic disease-modifying anti-rheumatic drug treatment on work disability and clinical outcome in a multicentre observational cohort study of psoriatic arthritis. Rheumatology 56 (4) , pp. 603-612. 10.1093/rheumatology/kew433

Tillett, W, Jadon, D, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Cavill, C, Korendowych, E, de Vries, C and McHugh, N 2017. Smoking and delay to diagnosis are associated with poorer functional outcome in psoriatic arthritis. Annals of the Rheumatic Diseases 72 (8) , pp. 1358-1361. 10.1136/annrheumdis-2012-202608

Jadon, Deepak R, Sengupta, Raj, Nightingale, Alison, Lindsay, Mark, Korendowych, Eleanor, Robinson, Graham, Jobling, Amelia, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Bi, Jing, Winchester, Robert, Giles, Jon T and McHugh, Neil J 2016. Axial disease in psoriatic arthritis study: defining the clinical and radiographic phenotype of psoriatic spondyloarthritis. Annals of the Rheumatic Diseases 76 (4) , pp. 701-707. 10.1136/annrheumdis-2016-209853

Betteridge, Zoe E., Woodhead, Felix, Lu, Hui, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Bunn, Christopher C., Denton, Christopher P., Abraham, David J., du Bois, Roland M., Lewis, Mervyn, Wells, Athol U. and McHugh, Neil J. 2016. Brief report: anti–eukaryotic initiation factor 2B autoantibodies are associated with interstitial lung disease in patients with systemic sclerosis. Arthritis & Rheumatology 68 (11) , pp. 2778-2783. 10.1002/art.39755

GBD 2015 Risk Factors, Collaborators and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2016. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. The Lancet 388 (10053) , pp. 1659-1724. 10.1016/S0140-6736(16)31679-8

GBD 2015 Mortality and Causes of Death, Collaborators and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2016. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015. The Lancet 388 (10053) , pp. 1459-1544. 10.1016/S0140-6736(16)31012-1

Tansley, S., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Christopher-Stine, L., Sharp, C., Dourmishev, L., Maurer, B., Chinoy, H. and Mchugh, N. 2016. Developing standardised treatment for adults with myositis and different phenotypes: an international survey of current prescribing preferences. Clinical and Experimental Rheumatology 34 (5) , pp. 880-884.

Morrison, Kathryn T., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Henderson, Sarah B. and Buckeridge, David L. 2016. A latent process model for forecasting multiple time series in environmental public health surveillance. Statistics in Medicine 35 (18) , pp. 3085-3100. 10.1002/sim.6904

Lee, Duncan, Sahu, Sujit and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2016. Editorial for SSTE special issue on environment and health. Spatial and Spatio-temporal Epidemiology 18 10.1016/S1877-5845(16)30062-4

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Zidek, James V. and Liu, Yi 2016. Mitigating the effects of preferentially selected monitoring sites for environmental policy and health risk analysis. Spatial and Spatio-temporal Epidemiology 18 , pp. 44-52. 10.1016/j.sste.2016.03.005

Gabe-Thomas, Elizabeth, Walker, Ian, Verplanken, Bas and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2016. Householders' mental models of domestic energy consumption: using a sort-and-cluster method to identify shared concepts of appliance similarity. PLoS ONE 11 (7) , e0158949. 10.1371/journal.pone.0158949

Tillett, William, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Jadon, Deepak, Robinson, Graham, Korendowych, Eleanor and McHugh, Neil 2016. Novel composite radiographic score for longitudinal observational studies of psoriatic arthritis: a proof-of-concept study. The Journal of Rheumatology 43 (2) , pp. 367-370. 10.3899/jrheum.150114

Brauer, Michael, Freedman, Greg, Frostad, Joseph, van Donkelaar, Aaron, Martin, Randall V., Dentener, Frank, van Dingenen, Rita, Estep, Kara, Amini, Heresh, Apte, Joshua S., Balakrishnan, Kalpana, Barregardh, Lars, Broday, David, Feigin, Valery, Ghosh, Santu, Hopke, Philip K., Knibbs, Luke D., Kokubo, Yoshihiro, Liu, Yang, Ma, Stefan, Morawska, Lidia, Texcalac Sangrador, José Luis, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Anderson, H. Ross, Vos, Theo, Forouzanfar, Mohammad H., Burnett, Richard T. and Cohen, Aaron 2016. Ambient air pollution exposure estimation for the Global Burden of Disease 2013. Environmental Science and Technology 50 (1) , 79–88. 10.1021/acs.est.5b03709

Forouzanfar, Mohammad H., Alexander, Lily, Anderson, H. Ross, Bachman, Victoria F., Biryukov, Stan, Brauer, Michael, Burnett, Richard, Casey, Daniel, Coates, Matthew M., Cohen, Aaron, Delwiche, Kristen, Estep, Kara, Frostad, Joseph J., KC, Astha, Kyu, Hmwe H., Moradi-Lakeh, Maziar, Ng, Marie, Leigh Slepak, Erica, Thomas, Bernadette A., Wagner, Joseph, GBD 2013 Risk Factors, Collaborators and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 2015. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the global burden of disease study 2013. The Lancet 386 (10010) , pp. 2287-2323. 10.1016/S0140-6736(15)00128-2

Li, Ran, Gu, Chenghong, Li, Furong, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Dale, Mark 2015. Development of low voltage network templates - part II: peak load estimation by clusterwise regression. IEEE Transactions on Power Systems 30 (6) , pp. 3045-3052. 10.1109/tpwrs.2014.2371477

Li, Ran, Gu, Chenghong, Li, Furong, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Dale, Mark 2015. Development of low voltage network templates - part I: substation clustering and classification. IEEE Transactions on Power Systems 30 (6) , pp. 3036-3044. 10.1109/tpwrs.2014.2371474

Jadon, Deepak R., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Tillett, William, Korendowych, Eleanor, Robinson, Graham, Waldron, Nicola, Cavill, Charlotte and McHugh, Neil J. 2015. Psoriatic arthritis mutilans: characteristics and natural radiographic history. The Journal of Rheumatology 42 (7) , pp. 1169-1176. 10.3899/jrheum.150083

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Zidek, James V. 2015. Spatio-temporal methods in environmental epidemiology. New York: Chapman and Hall/CRC. 10.1201/b18600

Jadon, Deepak R., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Jobling, Amelia, Ramanan, Athimalaipet V. and Sengupta, Raj 2015. Clinical outcomes and progression to orthopedic surgery in juvenile- versus adult-onset ankylosing spondylitis. Arthritis Care & Research 67 (5) , pp. 651-657. 10.1002/acr.22500

Tillett, William, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Askari, Ayman, Cooper, Annie, Creamer, Paul, Clunie, Gavin, Helliwell, Philip S., Kay, Lesley, Korendowych, Eleanor, Lane, Suzanne, Packham, Jonathan, Shaban, Ragai, Williamson, Lyn and McHugh, Neil 2015. Factors influencing work disability in psoriatic arthritis: first results from a large UK multicentre study. Rheumatology 54 (1) , 157–162. 10.1093/rheumatology/keu264

Tansley, Sarah L., Betteridge, Zoe E., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Gunawardena, Harsha, Arnold, Katie, Wedderburn, Lucy R. and McHugh, Neil J. 2014. Calcinosis in juvenile dermatomyositis is influenced by both anti-NXP2 autoantibody status and age at disease onset. Rheumatology 53 (12) , pp. 2204-2208. 10.1093/rheumatology/keu259

Zidek, James V., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Taylor, Carolyn G. 2014. Reducing estimation bias in adaptively changing monitoring networks with preferential site selection. Annals of Applied Statistics 8 (3) , pp. 1640-1670. 10.1214/14-aoas745

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Zidek, James V. 2014. A case study in preferential sampling: long term monitoring of air pollution in the UK. Spatial Statistics 9 (C) , pp. 51-65. 10.1016/j.spasta.2014.03.008

Tillett, W., Jadon, D., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Robinson, G., Sengupta, R., Korendowych, E., de Vries, C. S. and McHugh, N. J. 2014. Feasibility, reliability, and sensitivity to change of four radiographic scoring methods in patients with psoriatic arthritis. Arthritis Care & Research 66 (2) , pp. 311-317. 10.1002/acr.22104

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Yan, Haojie and Vienneau, Danielle 2013. A Bayesian hierarchical model for assessing the impact of human activity on nitrogen dioxide concentrations in Europe. Environmental and Ecological Statistics 20 (4) , 553–570. 10.1007/s10651-012-0234-z

Roberts, Simon P, Trewartha, Grant, England, Mike, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Stokes, Keith A 2013. Epidemiology of time-loss injuries in English community-level rugby union. BMJ Open 3 (11) , e003998. 10.1136/bmjopen-2013-003998

Strickland, G, Pauling, J, Cavill, C, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and McHugh, N 2013. Mortality in systemic sclerosis - A single centre study from the UK. Clinical Rheumatology 32 (10) , pp. 1533-1539. 10.1007/s10067-013-2289-0

Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Lee, Duncan and Wakefield, Jonathan 2013. Ecological bias in studies of the short-term effects of air pollution on health. International Journal of Applied Earth Observation and Geoinformation 22 (1) , pp. 65-74. 10.1016/j.jag.2012.03.011

Zhang, Y, Li, Furong, Hu, Zechun and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2013. Quantification of low voltage network reinforcement costs: A statistical approach. IEEE Transactions on Power Systems 28 (2) , pp. 810-818. 10.1109/TPWRS.2012.2210572

Elliott, Paul, Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Douglass, Margaret, de Hoogh, Kees, Briggs, David J and Toledano, Mireille B. 2013. Adult cancers near high-voltage overhead power lines. Epidemiology 24 (2) , pp. 184-190. 10.1097/ede.0b013e31827e95b9

Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Yan, H., Salway, R., Vienneau, D., Kounali, D. and Briggs, D. 2013. Large-scale Bayesian spatial modelling of air pollution for policy support. Journal of Applied Statistics 40 (4) , pp. 777-794. 10.1080/02664763.2012.754851

Fantke, P, Wieland, P, Juraske, R, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Eva, Sevigné Itoiz, Friedrich, Rainer and Olivier, Jolliet 2012. Parameterization models for pesticide exposure via crop consumption. Environmental Science and Technology 46 (23) , pp. 12864-12872. 10.1021/es301509u

Tillett, W., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264, Korendowych, E., de Vries, C. and McHugh, N. 2012. Joint count reliability in psoriatic arthritis observational trials-an unreported problem. Rheumatology 51 (7) , pp. 1333-1334. 10.1093/rheumatology/kes095

Bornn, L, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Zidek, J 2012. Modeling nonstationary processes through dimension expansion. Journal of the American Statistical Association 107 (497) , pp. 281-289. 10.1080/01621459.2011.646919

Lee, D and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2010. Spatial modeling of air pollution in studies of its short-term health effects. Biometrics 66 (4) , pp. 1238-1246. 10.1111/j.1541-0420.2009.01376.x

Salway, R, Lee, D, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Walker, S 2010. Bayesian latent variable modelling in studies of air pollution and health. Statistics in Medicine 29 (26) , pp. 2732-2742. 10.1002/sim.4039

Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Lee, D, Zidek, J and Salway, R 2008. Estimating exposure response functions using ambient pollution concentrations. The Annals of Applied Statistics 2 (4) , pp. 1249-1270. 10.1214/08-AOAS177

Lee, D and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2008. Modelling the effects of air pollution on health using Bayesian dynamic generalised linear models. Environmetrics 19 (8) , pp. 785-804. 10.1002/env.894

Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Choo, L and Walker, S 2007. Modelling correlated count data with covariates. Journal of Statistical Computation and Simulation 77 (11) , pp. 945-954. 10.1080/10629360600851974

Zidek, J, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Meloche, J, Chatfield, C and White, R 2007. A framework for predicting personal exposures to environmental hazards. Environmental and Ecological Statistics 14 (4) , pp. 411-431. 10.1007/s10651-007-0028-x

Elliott, P, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Wakefield, J, de Hoogh, Cornelius and Briggs, David 2007. Long-term associations of outdoor air pollution with mortality in Great Britain. Thorax 62 (12) , pp. 1088-1094. 10.1136/thx.2006.076851

Diggle, P, Morris, S, Elliott, P and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2007. Regression modelling of disease risk in relation to Point sources. Journal of the Royal Statistical Society: Statistics in Society Series A 160 (3) , pp. 491-505. 10.1111/j.1467-985X.1997.00076.x

Miranda, Marcos S., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, Dunn, Rod W., Li, F. and Bell, Keith R.W. 2007. Bayesian inferencing for wind resource characterisation. Presented at: International Conference on Probabilistic Methods Applied to Power Systems, Stockholm, Sweden, 11-15 June 2006. Proceedings 2006 International Conference on Probabilistic Methods Applied to Power Systems. IEEE, pp. 1-6. 10.1109/PMAPS.2006.360207

Lee, D and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2007. Time-varying coefficient models for the analysis of air pollution and health outcome data. Biometrics 63 (4) , pp. 1253-1261. 10.1111/j.1541-0420.2007.00776.x

Wakefield, J and Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 2006. Health-exposure modeling and the ecological fallacy. Biostatistics 7 (3) , pp. 438-455. 10.1093/biostatistics/kxj017

Miranda, Marcos.S., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 and Dunn, Rod.W 2006. Spatial characterisation of wind resource using a Bayesian approach. Presented at: EWEC 2006, Athens, Greece, 27 February - 02 March 2006. Proceedings European Wind Energy Conference and Exhibition 2006. , vol.3 pp. 2221-2227.

Zidek, James V., Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264, White, Rick, Meloche, Jean and Chatfield, Chris 2005. Using a probabilistic model (pCNEM) to estimate personal exposure to air pollution. Environmetrics 16 (5) , pp. 481-493. 10.1002/env.716

Toledano, M.B., Shaddick, G. ORCID: https://orcid.org/0000-0002-4117-4264 and Elliott, P. 2005. Seasonal variations in all-cause and cardiovascular mortality and the role of temperature. Marmot, Michael and Elliott, Paul, eds. Coronary Heart Disease Epidemiology: From Aetiology to Public Health (2nd Edition), Oxford Medical Publications, Oxford University Press, pp. 495-527. (10.1093/acprof:oso/9780198525738.003.0031)

Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Wakefield, J 2002. Modelling daily multivariate pollutant data at multiple sites. Journal of the Royal Statistical Society: Series C 51 (3) , pp. 351-372. 10.1111/1467-9876.00273

Elliott, P, Eaton, N, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Carter, R 2000. Cancer incidence near municipal solid waste incinerators in Great Britain. Part 2: Histopathological and case-note review of primary liver cancer cases. British Journal of Cancer 82 (5) , pp. 1103-1106. 10.1054/bjoc.1999.1046

Wilkinson, P, Elliott, P, Grundy, C, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Thakrar, B, Walls, P and Falconer, S 1999. Case-control study of hospital admission with asthma in children aged 5-14 years: Relation with road traffic in north west London. Thorax 54 (12) , pp. 1070-1074. 10.1136/thx.54.12.1070

Eaton, N, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Dolk, H and Elliott, P 1997. Small-area study of the incidence of neoplasms of the brain and central nervous system among adults in the West Midlands Region, 1974-86. British Journal of Cancer 75 (7) , pp. 1080-1083. 10.1038/bjc.1997.184

Wilkinson, P, Thakrar, B, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Stevenson, S, Pattenden, S, Landon, M, Grundy, C and Elliott, P 1997. Cancer incidence and mortality around the Pan Britannica Industries pesticide factory, Waltham Abbey. Occupational & Environmental Medicine 54 (2) , pp. 101-107. 10.1136/oem.54.2.101

Dolk, H, Elliott, P, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Walls, P and Thakrar, B 1997. Cancer incidence near radio and television transmitters in Great Britain. II. All high power transmitters. American Journal of Epidemiology 145 (1) , pp. 10-17. 10.1093/oxfordjournals.aje.a009026

Dolk, H, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Walls, P, Grundy, C, Thakrar, B, Kleinschmidt, I and Elliott, P 1997. Cancer incidence near radio and television transmitters in Great Britain. I. Sutton Coldfield transmitter. American Journal of Epidemiology 145 (1) , pp. 1-9. 10.1093/oxfordjournals.aje.a009025

Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Elliott, P 1996. Use of stone's method in studies of disease risk around point sources of environmental pollution. Statistics in Medicine 15 (18) , pp. 1927-1934. 10.1002/(sici)1097-0258(19960930)15:18<1927::aid-sim405>3.0.co;2-g

Livingstone, A, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Grundy, C and Elliott, P 1996. Do people living near inner city main roads have more asthma needing treatment? Case-control study. British Medical Journal 312 (7032) , pp. 676-677. 10.1136/bmj.312.7032.676

Elliott, P, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Kleinschmidt, I, Jolley, D, Walls, P and Beresford, J 1996. Cancer incidence near municipal solid waste incinerators in Great Britain. British Journal of Cancer 73 (5) , pp. 702-710. 10.1038/bjc.1996.122

Dolk, H, Mertens, B, Kleinschmidt, I, Walls, P, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264 and Elliott, P 1995. A standardisation approach to the control of socioeconomic confounding in small area studies of environment and health. Journal of Epidemiology and Community Health 49 (SUPPL.) 10.1136/jech.49.Suppl_2.S9

Elliott, Paul, Martuzzi, Marco and Shaddick, Gavin ORCID: https://orcid.org/0000-0002-4117-4264 1995. Spatial statistical methods in environmental epidemiology: A critique. Statistical Methods in Medical Research 4 (2) , pp. 137-159. 10.1177/096228029500400204

Sans, S, Elliott, P, Kleinschmidt, I, Shaddick, G ORCID: https://orcid.org/0000-0002-4117-4264, Pattenden, S, Walls, P, Grundy, C and Dolk, H 1995. Cancer incidence and mortality near the Baglan Bay petrochemical works, South Wales. Occupational & Environmental Medicine 52 (4) , pp. 217-224. 10.1136/oem.52.4.217