Publications by authors named "Thomas Bayley"

Mathematical modelling has played an important role in offering informed advice during the COVID-19 pandemic. In England, a cross government and academia collaboration generated medium-term projections (MTPs) of possible epidemic trajectories over the future 4-6 weeks from a collection of epidemiological models. In this article, we outline this collaborative modelling approach and evaluate the accuracy of the combined and individual model projections against the data over the period November 2021-December 2022 when various Omicron subvariants were spreading across England.

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Pneumococcal disease, presenting as invasive pneumococcal disease (IPD) or community-acquired pneumonia (CAP) is an important cause of illness and hospitalisation in the elderly. To reduce pneumococcal burden, since 2003, 65-year-olds in England have been offered a 23-valent pneumococcal polysaccharide vaccine (PPV23). This study compares the impact and cost-effectiveness (CE) of vaccination with the existing PPV23 vaccine to the new 15-and 20-valent pneumococcal conjugate vaccines (PCV15 and PCV20), targeting adults aged 65 or 75 years old.

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To help health economic modelers respond to demands for greater use of complex systems models in public health. To propose identifiable features of such models and support researchers to plan public health modeling projects using these models. A working group of experts in complex systems modeling and economic evaluation was brought together to develop and jointly write guidance for the use of complex systems models for health economic analysis.

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Article Synopsis
  • There is a lack of long-term evidence on the effectiveness of behavioral weight-management programs, leading to reliance on assumptions for modeling weight trajectories in health economics.
  • The review analyzed 38 economic evaluations of weight-management interventions, identifying 6 types of assumptions about weight trajectories that directly influenced cost-effectiveness analyses in many studies.
  • While psychosocial variables are known to affect weight-loss outcomes, they were not used in estimating weight trajectories in the reviewed articles, despite being included in some supporting evidence sources; further research is suggested to better incorporate these factors for improved economic modeling.
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