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Rachael A. Hughes · SciRah

Researcher profile · Semantic Scholar

Rachael A. Hughes

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Rachael A. Hughes — researcher profile on SciRah

h-index: 24
Works: 59
Citations: 3,983

Most-cited papers

The proportion of missing data should not be used to guide decisions on multiple imputation
P. Madley-Dowd, Rachael A. Hughes, K. Tilling, J. Heron
2019Journal of Clinical Epidemiology974 citations Open access
Semantic Scholar
Accounting for missing data in statistical analyses: multiple imputation is not always the answer
Rachael A. Hughes, J. Heron, J. Sterne, K. Tilling
2019International Journal of Epidemiology677 citations Open access
Semantic Scholar
An informal school-based peer-led intervention for smoking prevention in adolescence (ASSIST): a cluster randomised trial
Rona Campbell, F. Starkey, J. Holliday, S. Audrey +4 more
2008The Lancet509 citations Open access
Semantic Scholar
Long-term immunologic response to antiretroviral therapy in low-income countries: Collaborative analysis of prospective studies
D. Nash, M. Katyal, M. Brinkhof, O. Keiser +7 more
2008AIDS (London)195 citations Open access
Semantic Scholar
Birth weight; postnatal, infant, and childhood growth; and obesity in young adulthood: evidence from the Barry Caerphilly Growth Study.
A. McCarthy, Rachael A. Hughes, K. Tilling, D. Davies +2 more
2007American Journal of Clinical Nutrition162 citations Open access
Semantic Scholar
Immediate Postnatal Growth Is Associated With Blood Pressure in Young Adulthood: The Barry Caerphilly Growth Study
Y. Ben-Shlomo, A. McCarthy, Rachael A. Hughes, K. Tilling +2 more
2008HYPERTENSION124 citations Open access
Semantic Scholar
Modelling Childhood Growth Using Fractional Polynomials and Linear Splines
K. Tilling, C. Macdonald-Wallis, D. Lawlor, Rachael A. Hughes +1 more
2014Annals of Nutrition and Metabolism103 citations Open access
Semantic Scholar
Prevalence and health outcomes of domestic violence amongst clinical populations in Arab countries: a systematic review and meta-analysis
Claire Hawcroft, Rachael A. Hughes, A. Shaheen, J. Usta +4 more
2019BMC Public Health95 citations Open access
Semantic Scholar
Bootstrap inference for multiple imputation under uncongeniality and misspecification
J. Bartlett, Rachael A. Hughes
2019Statistical Methods in Medical Research95 citations Open access
Semantic Scholar
Joint modelling rationale for chained equations
Rachael A. Hughes, I. White, S. Seaman, J. Carpenter +2 more
2014BMC Medical Research Methodology89 citations Open access
Semantic Scholar
Adolescent perspectives on wearing accelerometers to measure physical activity in population-based trials.
S. Audrey, S. Bell, Rachael A. Hughes, R. Campbell
2013European Journal of Public Health88 citations Open access
Semantic Scholar
Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies
A. Elhakeem, Rachael A. Hughes, K. Tilling, D. Cousminer +8 more
2021BMC Medical Research Methodology76 citations Open access
Semantic Scholar
Health-related quality of life and survival in the 2 years after surgery for gastric cancer.
Kerry N. L. Avery, Rachael A. Hughes, A. McNair, D. Alderson +2 more
2010European Journal of Surgical Oncology76 citations
Semantic Scholar
Chronic Disabling Fatigue at Age 13 and Association With Family Adversity
E. Crawley, Rachael A. Hughes, K. Northstone, K. Tilling +2 more
2012Pediatrics65 citations
Semantic Scholar
Childhood neurodevelopmental difficulties and risk of adolescent depression: the role of irritability
Olga Eyre, Rachael A. Hughes, A. Thapar, E. Leibenluft +5 more
2019Journal of Child Psychology and Psychiatry and Allied Disciplines64 citations Open access
Semantic Scholar
Childhood Wheezing, Asthma, Allergy, Atopy, and Lung Function: Different Socioeconomic Patterns for Different Phenotypes
B. Galobardes, R. Granell, J. Sterne, Rachael A. Hughes +3 more
2015American Journal of Epidemiology64 citations Open access
Semantic Scholar
Reducing Smoking in Adolescents: Cost-Effectiveness Results From the Cluster Randomized ASSIST (A Stop Smoking In Schools Trial)
W. Hollingworth, D. Cohen, J. Hawkins, Rachael A. Hughes +5 more
2011Nicotine & Tobacco Research60 citations Open access
Semantic Scholar
Associations of Gestational Weight Gain With Maternal Body Mass Index, Waist Circumference, and Blood Pressure Measured 16 Years After Pregnancy: The Avon Longitudinal Study of Parents and Children
A. Fraser, K. Tilling, C. Macdonald-Wallis, Rachael A. Hughes +3 more
201148 citations
Semantic Scholar
Interventions to support shared decision making for hypertension: A systematic review of controlled studies
Rachel Johnson, A. Huntley, Rachael A. Hughes, Helen Cramer +3 more
2018Health Expectations46 citations Open access
Semantic Scholar
Early life exposure to air pollution, green spaces and built environment, and body mass index growth trajectories during the first 5 years of life: A large longitudinal study.
J. de Bont, Rachael A. Hughes, K. Tilling, Y. Díaz +6 more
2020Environmental Pollution43 citations Open access
Semantic Scholar
Comparison of imputation variance estimators
Rachael A. Hughes, J. A. Sterne, Kate Tilling
2014Statistical Methods in Medical Research37 citations Open access
Semantic Scholar
Exploring the impact of selection bias in observational studies of COVID-19: a simulation study
L. Millard, A. Fernández-Sanlés, A. Carter, Rachael A. Hughes +9 more
2022International Journal of Epidemiology34 citations Open access
Semantic Scholar
Maternal and childhood psychological factors predict chronic disabling fatigue at age 13 years.
S. Collin, K. Tilling, C. Joinson, K. Rimes +4 more
2015Journal of Adolescent Health30 citations Open access
Semantic Scholar
Combining Longitudinal Data From Different Cohorts to Examine the Life-Course Trajectory
Rachael A. Hughes, K. Tilling, D. Lawlor
2020medRxiv28 citations Open access
Semantic Scholar
Long terms trends in CD4+ cell counts, CD8+ cell counts, and the CD4+ : CD8+ ratio
Rachael A. Hughes, M. May, K. Tilling, Ninon Taylor +13 more
2018AIDS (London)24 citations Open access
Semantic Scholar
Selection bias in instrumental variable analyses
Rachael A. Hughes, N. Davies, G. Davey Smith, K. Tilling
2017bioRxiv23 citations Open access
Semantic Scholar
Relative efficiency of joint-model and full-conditional-specification multiple imputation when conditional models are compatible: The general location model
S. Seaman, Rachael A. Hughes
2016Statistical Methods in Medical Research23 citations Open access
Semantic Scholar
Quantitative bias analysis in practice: review of software for regression with unmeasured confounding
E. Kawabata, K. Tilling, R. Groenwold, Rachael A. Hughes
2022BMC Medical Research Methodology20 citations Open access
Semantic Scholar
Analyses using multiple imputation need to consider missing data in auxiliary variables
P. Madley-Dowd, E. Curnow, Rachael A. Hughes, R. Cornish +2 more
2023medRxiv17 citations Open access
Semantic Scholar
Mendelian randomisation with coarsened exposures
M. Tudball, J. Bowden, Rachael A. Hughes, A. Ly +4 more
2021Genetic Epidemiology17 citations Open access
Semantic Scholar
Accounting for bias due to outcome data missing not at random: comparison and illustration of two approaches to probabilistic bias analysis: a simulation study
E. Kawabata, Daniel Major-Smith, G. Clayton, C. Y. Shapland +10 more
2024BMC Medical Research Methodology12 citations Open access
Semantic Scholar
Surgeon effects on cataract refractive outcomes are minimal compared with patient comorbidity and gender: an analysis of 490 987 cases
Rachael A. Hughes, P. Aristodemou, J. Sparrow, S. Kaye
2021British Journal of Ophthalmology12 citations Open access
Semantic Scholar
Estimation of the linear mixed integrated Ornstein–Uhlenbeck model
Rachael A. Hughes, M. Kenward, J. Sterne, K. Tilling
2017Journal of Statistical Computation and Simulation10 citations Open access
Semantic Scholar
Relationship between collider bias and interactions on the log-additive scale
A. Gkatzionis, S. Seaman, Rachael A. Hughes, K. Tilling
2023Statistical Methods in Medical Research9 citations Open access
Semantic Scholar
Socioeconomic differences in childhood BMI trajectories in Belarus
R. Patel, K. Tilling, D. Lawlor, L. Howe +7 more
2018International Journal of Obesity9 citations Open access
Semantic Scholar
Exploring selection bias in COVID-19 research: Simulations and prospective analyses of two UK cohort studies
L. Millard, A. Fernández-Sanlés, A. Carter, Rachael A. Hughes +9 more
2021medRxiv8 citations Open access
Semantic Scholar
Multiple imputation strategies for missing event times in a multi-state model analysis
E. Curnow, Rachael A. Hughes, K. Birnie, K. Tilling +1 more
2023medRxiv5 citations Open access
Semantic Scholar
Sample-constrained partial identification with application to selection bias
M. Tudball, Rachael A. Hughes, K. Tilling, J. Bowden +1 more
2019Biometrika5 citations Open access
Semantic Scholar
Multiple imputation strategies for a bounded outcome variable in a competing risks analysis
E. Curnow, Rachael A. Hughes, K. Birnie, M. Crowther +2 more
2021Statistics in Medicine4 citations Open access
Semantic Scholar
An Interval Estimation Approach to Sample Selection Bias
M. Tudball, Qing-Yuan Zhao, Rachael A. Hughes, K. Tilling +1 more
20194 citations
Semantic Scholar
Analyzing Repeated Measurements while Accounting for Derivative Tracking, Varying Within-subject Variance, and Autocorrelation: The Xtmixediou Command
Rachael A. Hughes, M. Kenward, J. Sterne, K. Tilling
20164 citations Open access
Semantic Scholar
Time-sensitive testing pressures and COVID-19 outcomes: are socioeconomic inequalities over the first year of the pandemic explained by selection bias?
A. Carter, G. Clayton, M. Borges, L. Howe +5 more
2023BMC Public Health3 citations Open access
Semantic Scholar
Socioeconomic inequality in SARS-CoV-2 testing and COVID-19 outcomes in UK Biobank over the first year of the pandemic: can inequalities be explained byselection bias?
Alice R Carter, G. Clayton, M. Borges, L. Howe +5 more
2022medRxiv2 citations Open access
Semantic Scholar
Developing decision support tools incorporating personalised predictions of likely visual benefit versus harm for cataract surgery: research programme
J. Sparrow, Mariusz Grzeda, A. Frost, Christopher Liu +27 more
2022Programme Grants for Applied Research2 citations Open access
Semantic Scholar
Long-term trends in CD4 count in patients starting HAART: UK-CHIC study
Rachael A. Hughes, C. Sabin, J. A. Sterne
20072 citations
Semantic Scholar
Studying the dynamics of mandibular growth spurts in individuals with Class I and Class II skeletal growth patterns using the Bayesian superimposition by translation and rotation (SITAR) model
S. S. Sandhu, G. Leckie, Kate Tilling, Rachael A. Hughes
2025European Journal of Orthodontics1 citations Open access
Semantic Scholar
Software tools for quantitative bias analysis on measurement error or misclassification (Web of Science Core Collection).
C. Wood, Rachael A. Hughes, K. Tilling, J. Bartlett
2023searchRxiv1 citations Open access
Semantic Scholar
P50 Time-varying selection bias in analyses of COVID-19 in UK Biobank
A. Carter, G. Griffith, A. Gkatzionis, Rachael A. Hughes +3 more
2021SSM Annual Scientific Meeting1 citations
Semantic Scholar
A simple framework for Mendelian randomisation of latent continuous exposures with discrete measurements
M. Tudball, J. Bowden, Rachael A. Hughes, A. Ly +4 more
2020medRxiv1 citations Open access
Semantic Scholar
A flexible Monte Carlo quantitative bias analysis for unmeasured confounding.
E. Kawabata, C. Y. Shapland, T. Palmer, D. Carslake +2 more
2026Statistical Methods in Medical Research0 citations Open access
Semantic Scholar

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