A continuous data driven translational model to evaluate effectiveness of population-level health interventions: case study, smoking ban in public places on hospital admissions for acute coronary events.
Hossein BonakdariJean-Pierre PelletierJohanne Martel-PelletierPublished in: Journal of translational medicine (2020)
Most of the previous studies employed the linear regression and considered a lag time to interpret the impact of intervention on public health outcome. The proposed hybrid methodology improved ITS prediction from conventional methods and could be used as a reliable alternative in public health intervention evaluation.
Keyphrases
- public health
- randomized controlled trial
- healthcare
- global health
- coronary artery disease
- liver failure
- mental health
- coronary artery
- systematic review
- physical activity
- respiratory failure
- smoking cessation
- intensive care unit
- emergency department
- heart failure
- risk assessment
- case control
- extracorporeal membrane oxygenation
- health information
- left ventricular
- climate change
- adverse drug