Gavin Shaddick

Prof

20022020
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Research Output 2002 2019

3 Citations (Scopus)

A Bayesian hierarchical model for assessing the impact of human activity on nitrogen dioxide concentrations in Europe

Shaddick, G., Yan, H. & Vienneau, D., Dec 2013, In : Environmental and Ecological Statistics. 20, 4, p. 553-570 18 p.

Research output: Contribution to journalArticle

Bayesian Hierarchical Model
nitrogen dioxide
Nitrogen
human activity
Pollution
22 Citations (Scopus)

A case study in preferential sampling: Long term monitoring of air pollution in the UK

Shaddick, G. & Zidek, J., Aug 2014, In : Spatial Statistics. 9, p. 51 - 65 15 p.

Research output: Contribution to journalArticle

Air Pollution
Air pollution
Network Monitoring
atmospheric pollution
Monitoring

A computational model for estimating personal exposure to air pollutants for use in studies examining the relationship between air pollution and health

Shaddick, G., Zidek, J., Meloche, J., Chatfield, C. & White, R. F., 2003, In : Epidemiology. 14, 5, p. S98-S98

Research output: Contribution to journalArticle

34 Citations (Scopus)

Adult cancers near high-voltage overhead power lines

Elliott, P., Shaddick, G., Douglass, M., De Hoogh, K., Briggs, D. J. & Toledano, M. B., Mar 2013, In : Epidemiology. 24, 2, p. 184-190 7 p.

Research output: Contribution to journalArticle

Magnetic Fields
Neoplasms
Breast Neoplasms
Melanoma
Leukemia
24 Citations (Scopus)

Adult cancers near overhead powerlines

Toledano, M., Elliott, P., Briggs, D., Best, N., de Hoogh, C. & Shaddick, G., 2007, In : Epidemiology. 18, 5, p. S130-S130

Research output: Contribution to journalArticle

Adult cancers near overhead power lines: Study design

Toledano, M., Briggs, D., de Hoogh, C., Shaddick, G. & Elliott, P., 2006, In : Epidemiology. 17, 6, p. S156-S156

Research output: Contribution to journalArticle

9 Citations (Scopus)

A framework for predicting personal exposures to environmental hazards

Zidek, J. V., Shaddick, G., Meloche, J., Chatfield, C. & White, R., 1 Dec 2007, In : Environmental and Ecological Statistics. 14, 4, p. 411-431 21 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

A latent process model for forecasting multiple time series in environmental public health surveillance

Morrison, K. T., Shaddick, G., Henderson, S. B. & Buckeridge, D. L., 15 Aug 2016, In : Statistics in medicine. 35, 18, p. 3085-3100 16 p.

Research output: Contribution to journalArticle

Public Health Surveillance
Latent Process
Multiple Time Series
Environmental Health
Public Health
371 Citations (Scopus)

Ambient air pollution exposure estimation for the global burden of disease 2013

Brauer, M., Freedman, G., Frostad, J., Van Donkelaar, A., Martin, R. V., Dentener, F., Dingenen, R. V., Estep, K., Amini, H., Apte, J. S., Balakrishnan, K., Barregard, L., Broday, D., Feigin, V., Ghosh, S., Hopke, P. K., Knibbs, L. D., Kokubo, Y., Liu, Y., Ma, S. & 8 others, Morawska, L., Sangrador, J. L. T., Shaddick, G., Anderson, H. R., Vos, T., Forouzanfar, M. H., Burnett, R. T. & Cohen, A., 5 Jan 2016, In : Environmental Science and Technology. 50, 1, p. 79-88 10 p.

Research output: Contribution to journalArticle

pollution exposure
Ozone
Air pollution
risk factor
ambient air
9 Citations (Scopus)
71 Downloads (Pure)

Anti-eukaryotic initiation factor 2B autoantibodies are associated with interstitial lung disease in patients with systemic sclerosis

Betteridge, Z. E., Woodhead, F., Lu, H., Shaddick, G., Bunn, C. C., Denton, C. P., Abraham, D. J., du Bois, R. M., Lewis, M., Wells, A. U. & McHugh, N. J., 1 Nov 2016, In : Arthritis & Rheumatology. 68, 11, p. 2778-2783 6 p.

Research output: Contribution to journalArticle

Open Access
File
Eukaryotic Initiation Factor-2B
Systemic Scleroderma
Interstitial Lung Diseases
Autoantibodies
Autoantigens
30 Citations (Scopus)

Autoantibodies in juvenile-onset myositis: Their diagnostic value and associated clinical phenotype in a large UK cohort

on behalf of the Juvenile Dermatomyositis Research Group, 1 Nov 2017, In : Journal of Autoimmunity. 84, p. 55-64 10 p.

Research output: Contribution to journalArticle

Open Access
Autoantibodies
Myositis
Phenotype
Juvenile dermatomyositis
Juvenile Arthritis
19 Citations (Scopus)
114 Downloads (Pure)

Axial Disease in Psoriatic Arthritis study: defining the clinical and radiographic phenotype of psoriatic spondyloarthritis

Jadon, D. R., Sengupta, R., Nightingale, A., Lindsay, M., Korendowych, E., Robinson, G., Jobling, A., Shaddick, G., Bi, J., Winchester, R., Giles, J. T. & McHugh, N. J., 10 Mar 2017, In : Annals of the Rheumatic Diseases. 76, 4, p. 701-707 7 p.

Research output: Contribution to journalArticle

Open Access
File
Psoriatic Arthritis
Ankylosing Spondylitis
Phenotype
HLA-B Antigens
Psoriasis
3 Citations (Scopus)

Bayesian latent variable modelling in studies of air pollution and health

Salway, R., Lee, D., Shaddick, G. & Walker, S., 20 Nov 2010, In : Statistics in medicine. 29, 26, p. 2732-2742 11 p.

Research output: Contribution to journalArticle

Air Pollution
Latent Variables
Health
Autocorrelation
Modeling

Bayesian modelling of disease evolution in musculoskeletal epidemiology

PROMPT Study Group, 7 Sep 2017, (Unpublished) RSS Conference Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Psoriatic Arthritis
Epidemiology
Psoriasis
Body Mass Index
Uncertainty

Bayesian statistics in engine mapping

Ward, M. C., Brace, C. J., Vaughan, N. D., Shaddick, G., Ceen, R., Hale, T. & Kennedy, G., Sep 2002, International Conference on Statistics and Analytical Methods in Automotive Engineering. IMechE Conference Transactions, p. 3-15 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

61 Citations (Scopus)
35 Downloads (Pure)

Calcinosis in juvenile dermatomyositis is influenced by both anti-NXP2 autoantibody status and age at disease onset

Tansley, S. L., Betteridge, Z. E., Shaddick, G., Gunawardena, H., Arnold, K., Wedderburn, L. R., McHugh, N. J. & on behalf of the Juvenile Dermatomyositis Research Group, 1 Dec 2014, In : Rheumatology. 53, 12, p. 2204-2208 5 p.

Research output: Contribution to journalArticle

Open Access
Calcinosis
Age of Onset
Autoantibodies
Morbidity
Juvenile dermatomyositis
9 Citations (Scopus)

Clinical outcomes and progression to orthopedic surgery in juvenile- versus adult-onset ankylosing spondylitis

Jadon, D. R., Shaddick, G., Jobling, A., Ramanan, A. V. & Sengupta, R., May 2015, In : Arthritis Care and Research. 67, 5, p. 651-657 7 p.

Research output: Contribution to journalArticle

Ankylosing Spondylitis
Orthopedics
Hip
Arthroplasty
Odds Ratio

Constructing a high resolution air pollution map of Europe for epidemiological applications: The apmosphere project

Briggs, D., Aahiem, A., Hoek, G., Petrakis, M., Shaddick, G. & Dore, C., 2003, In : Epidemiology. 14, 5, p. S36-S36

Research output: Contribution to journalArticle

30 Citations (Scopus)

Data Integration for the Assessment of Population Exposure to Ambient Air Pollution for Global Burden of Disease Assessment

Shaddick, G., Thomas, M. L., Amini, H., Broday, D., Cohen, A., Frostad, J., Green, A., Gumy, S., Liu, Y., Martin, R. V., Pruss-Ustun, A., Simpson, D., Van Donkelaar, A. & Brauer, M., 21 Aug 2018, In : Environmental Science and Technology. 52, 16, p. 9069-9078 10 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Developing standardised treatment for adults with myositis and different phenotypes: an international survey of current prescribing preferences

Tansley, S., Shaddick, G., Christopher-Stine, L., Sharp, C., Dourmishev, L., Maurer, B., Chinoy, H. & McHugh, N., Sep 2016, In : Clinical and Experimental Rheumatology. 34, 5, p. 880-884

Research output: Contribution to journalArticle

Myositis
Phenotype
Therapeutics
Guidelines
Mycophenolic Acid
38 Citations (Scopus)

Development of Low Voltage Network Templates-Part I: Substation Clustering and Classification

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3036-3044 8 p., 6981990.

Research output: Contribution to journalArticle

Electric potential
Visibility
Logistics
Carbon
Monitoring
9 Citations (Scopus)

Development of low voltage network templates - Part II: peak load estimation by clusterwise regression

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3045-3052 8 p., 6981996.

Research output: Contribution to journalArticle

Electric potential
Carbon
Monitoring
Open Access
4 Citations (Scopus)
106 Downloads (Pure)

Ecological bias in studies of the short–term effects of air pollution on health.

Shaddick, G., Lee, D. & Wakefield, J., Jun 2013, In : International Journal of Applied Earth Observation and Geoinformation. 22, p. 65-74 10 p.

Research output: Contribution to journalArticle

File
Air pollution
atmospheric pollution
Health
particulate matter
simulation
6 Citations (Scopus)
94 Downloads (Pure)

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

Tillett, W., Shaddick, G., Jobling, A., Askari, A., Cooper, A., Creamer, P., Clunie, G., Helliwell, P. S., James, J., Kay, L., Korendowych, E., Lane, S., Packham, J., Shaban, R., Thomas, M. L., Williamson, L. & McHugh, N., 1 Apr 2017, In : Rheumatology. 56, 4, p. 603-612

Research output: Contribution to journalArticle

Open Access
File
Psoriatic Arthritis
Antirheumatic Agents
Observational Studies
Cohort Studies
Efficiency
36 Citations (Scopus)
111 Downloads (Pure)

Epidemiology of time-loss injuries in English community-level rugby union

Roberts, S. P., Trewartha, G., England, M., Shaddick, G. & Stokes, K. A., 15 Nov 2013, In : BMJ Open. 3, 11, e003998.

Research output: Contribution to journalArticle

Open Access
File
Football
Epidemiology
Wounds and Injuries
Incidence
Outcome Assessment (Health Care)
891 Citations (Scopus)

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

Cohen, A. J., Brauer, M., Burnett, R., Anderson, H. R., Frostad, J., Estep, K., Balakrishnan, K., Brunekreef, B., Dandona, L., Dandona, R., Feigin, V., Freedman, G., Hubbell, B., Jobling, A., Kan, H., Knibbs, L., Liu, Y., Martin, R., Morawska, L., Pope, C. A. & 9 others, Shin, H., Straif, K., Shaddick, G., Thomas, M., van Dingenen, R., van Donkelaar, A., Vos, T., Murray, C. J. L. & Forouzanfar, M. H., 13 May 2017, In : Lancet. 389, 10082, p. 1907-1918 12 p.

Research output: Contribution to journalArticle

Open Access
Air Pollution
Quality-Adjusted Life Years
Uncertainty
Mortality
Ozone
22 Citations (Scopus)
80 Downloads (Pure)

Estimating exposure response functions using ambient pollution concentrations

Shaddick, G., Lee, D., Zidek, J. V. & Salway, R., Dec 2008, In : Annals of Applied Statistics. 2, 4, p. 1249-1270 22 p.

Research output: Contribution to journalArticle

Open Access
File
Response Function
Pollution
Health
Air pollution
Markov processes
1 Citation (Scopus)

Exploring the illness representations of people with psoriatic arthritis: A secondary analysis of focus group data

On behalf of the PROMPT Study Group, 1 Jul 2018, In : Rheumatology Advances in Practice. 2, 2, p. 1-7 7 p.

Research output: Contribution to journalArticle

Open Access
14 Citations (Scopus)
70 Downloads (Pure)
Open Access
File
Rheumatoid Arthritis
Tumor Necrosis Factor-alpha
Demography
Methotrexate
MEDLINE
26 Citations (Scopus)
250 Downloads (Pure)

Factors influencing work disability in psoriatic arthritis: first results from a large UK multicentre study

Tillett, W., Shaddick, G., Askari, A., Cooper, A., Creamer, P., Clunie, G., Helliwell, P. S., Kay, L., Korendowych, E., Lane, S., Packham, J., Shaban, R., Williamson, L. & McHugh, N., 1 Jan 2015, In : Rheumatology. 54, 1, p. 157-162

Research output: Contribution to journalArticle

File
Psoriatic Arthritis
Multicenter Studies
Demography
12 Citations (Scopus)
159 Downloads (Pure)

Feasibility, reliability, and sensitivity to change of four radiographic scoring methods in patients with psoriatic arthritis

Tillett, W., Jadon, D., Shaddick, G., Robinson, G., Sengupta, R., Korendowych, E., de Vries, C. S. & McHugh, N. J., Feb 2014, In : Arthritis Care and Research. 66, 2, p. 311-317 7 p.

Research output: Contribution to journalArticle

File
Psoriatic Arthritis
Research Design
Foot
Hand
7 Citations (Scopus)

Frequency, mutual exclusivity and clinical associations of myositis autoantibodies in a combined European cohort of idiopathic inflammatory myopathy patients

Betteridge, Z., Tansley, S., Shaddick, G., 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., 1 Jul 2019, In : Journal of Autoimmunity. 101, p. 48-55 8 p.

Research output: Contribution to journalArticle

Open Access
31 Downloads (Pure)
Open Access
File
23 Citations (Scopus)

Generalized additive models for gigadata: modelling the UK black smoke network daily data

Wood, S. N., Li, Z., Shaddick, G. & Augustin, N. H., 25 Apr 2017, In : Journal of the American Statistical Association. 112, 519, p. 1199-1210 12 p.

Research output: Contribution to journalArticle

Open Access
Generalized Additive Models
Discretization
Modeling
Health
Sulfur Dioxide

GIS and Remote Sensing Techniques in Emission Mapping for Health Management in Europe

Petrakis, M., Kopania, T., Psiloglou, B., Briggs, D., Hoek, G., Aaheim, A., Shaddick, G., Sifakis, N. & Retalis, A., 2005, In : IASME Transactions. 2, p. 383 1 p.

Research output: Contribution to journalArticle

57 Citations (Scopus)

Health-exposure modeling and the ecological fallacy

Wakefield, J. & Shaddick, G., 2006, In : Biostatistics. 7, 3, p. 438-455 18 p.

Research output: Contribution to journalArticle

Hierarchical time series models for examining the relationship between air pollution and health using modelled exposures

Shaddick, G. & Wakefield, J., 2003, In : Epidemiology. 14, 5, p. S97-S98

Research output: Contribution to journalArticle

14 Citations (Scopus)
Open Access
Cluster Analysis
Energy utilization
kitchens
behavior change
sorting
9 Citations (Scopus)
4 Downloads (Pure)

How much rugby is too much? A seven-season prospective cohort study of match exposure and injury risk in professional Rugby Union players

Williams, S., Trewartha, G., Kemp, S., Brooks, J. H. M., Fuller, C. W., Taylor, A. E., Cross, M., Shaddick, G. & Stokes, K., 1 Nov 2017, In : Sports Medicine. 47, 11, p. 2395-2402 8 p.

Research output: Contribution to journalArticle

Open Access
Football
Cohort Studies
Prospective Studies
Wounds and Injuries
Workload

How much rugby is too much? A seven-season prospective cohort study of match exposure and injury risk in professional Rugby Union players

Williams, S., Trewartha, G., Kemp, S., Brooks, J., Fuller, C. W., Taylor, A., Cross, M., Shaddick, G. & Stokes, K., 1 Feb 2017, In : British Journal of Sports Medicine. 51, 1 p., 410.

Research output: Contribution to journalMeeting abstract

Football
Cohort Studies
Prospective Studies
Wounds and Injuries
Workload

Incorporating high-dimensional exposure modelling into studies of air pollution and health

Liu, Y., Shaddick, G. & Zidek, J. V., 1 Dec 2017, In : Statistics in Biosciences. 9, 2, p. 559–581 23 p.

Research output: Contribution to journalArticle

Open Access
Air Pollution
Air pollution
Health
High-dimensional
Modeling
13 Citations (Scopus)

Interval between onset of psoriasis and psoriatic arthritis: comparing UK Clinical Practice Research Datalink with a hospital-based cohort.

PROMPT Study Group, Apr 2017, Rheumatology . Suppl 2 ed. Vol. 56. 049

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Psoriatic Arthritis
Psoriasis
Research
Baths
Arthritis
10 Downloads (Pure)
Open Access
File
Psoriatic Arthritis
Psoriasis
Baths
Research
Secondary Care
4 Citations (Scopus)
96 Downloads (Pure)

Joint count reliability in psoriatic arthritis observational trials: an unreported problem

Tillett, W., Shaddick, G., Korendowych, E., De Vries, C. S. & McHugh, N., 2012, In : Rheumatology. 51, 7, p. 1333-1334

Research output: Contribution to journalArticle

File
7 Citations (Scopus)

Large-scale Bayesian spatial modelling of air pollution for policy support

Shaddick, G., Yan, H., Salway, R., Vienneau, D., Kounali, D. & Briggs, D., 1 Apr 2013, In : Journal of Applied Statistics. 40, 4, p. 777-794 18 p.

Research output: Contribution to journalArticle

Spatial Modeling
Bayesian Modeling
Air Pollution
Predict
Land Use
79 Citations (Scopus)

Long-term associations of outdoor air pollution with mortality in Great Britain

Elliott, P., Shaddick, G., Wakefield, J. C., de Hoogh, C. & Briggs, D. J., 2007, In : Thorax. 62, 12, p. 1088-1094 7 p.

Research output: Contribution to journalArticle

Environmental Policy
Environmental Health
Air Pollution
health risk
Smoke
35 Citations (Scopus)
111 Downloads (Pure)

Modeling non-stationary processes through dimension expansion

Bornn, L., Shaddick, G. & Zidek, J. V., Mar 2012, In : Journal of the American Statistical Association. 107, 497, p. 281-289 9 p.

Research output: Contribution to journalArticle

Open Access
File
Nonstationary Processes
Modeling
Latent Variable Models
Lasso
Air Pollution