Publications (IDRR)
Permanent URI for this collectionhttps://ontariotechu.scholaris.ca/handle/10155/1740
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Item Introduction to target trial emulation in rehabilitation: a systematic approach to emulate a randomized controlled trial using observational data(MINERVA MEDICA, 2024-02) Côté, Pierreehabilitation providers and policymakers need valid evidence to make informed decisions about the healthcare needs of the population. Whenever possible, these decisions should be informed by randomized controlled trials (RCTs). However, there are circumstances when evidence needs to be generated rapidly, or when RCTs are not ethical or feasible. These situations apply to studying the effects of complex interventions, including rehabilitation as defined by Cochrane Rehabilitation. Therefore, we explore using the target trial emulation framework by Hernán and colleagues to obtain valid estimates of the causal effects of rehabilitation when RCTs cannot be conducted. Target trial emulation is a framework guiding the design and analysis of non-randomized comparative effectiveness studies using observational data, by emulating a hypothetical RCT. In the context of rehabilitation, we outline steps for applying the target trial emulation framework using real world data, highlighting methodological considerations, limitations, potential mitigating strategies, and causal inference and counterfactual theory as foundational principles to estimating causal effects. Overall, we aim to strengthen methodological approaches used to estimate causal effects of rehabilitation when RCTs cannot be conducted.Item Prevalence of Unmet Rehabilitation Needs Among Canadians Living With Long-term Conditions or Disabilities During the First Wave of the COVID-19 Pandemic(American Congress of Rehabilitation Medicine, 2023) De Souza, Astrid; Wang, Dan; Wong, Jessica J.; Furlan, Andrea D.; Hogg-Johnson, Sheilah; Macedo, Luciana; Mior, Silvano; Côté, PierreDescribe the prevalence of unmet rehabilitation needs among a sample of Canadians living with long-term conditions or disabilities during the first wave of the COVID-19 pandemic