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Opportunities and challenges in using studies without a control group in comparative effectiveness reviews
Jessica K Paulus1,2, Issa J Dahabreh3,4, Ethan M Balk1,5
1Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, USA.
Single group studies can offer valuable insights into therapeutic intervention effectiveness by inferring outcomes from historical data. Careful examination of assumptions is crucial for their valid use in comparative effectiveness reviews.
Area of Science:
- Health Services Research
- Clinical Epidemiology
Background:
- Comparative effectiveness research (CER) aims to identify optimal therapeutic interventions.
- Single group studies, lacking concurrent comparison groups, are often excluded from CER.
Purpose of the Study:
- To explore the utility of single group studies in CER.
- To outline assumptions for interpreting single group studies in CER.
Main Methods:
- Review of methodologies for using single group studies in CER.
- Discussion of extrapolation techniques and validity assessments.
Main Results:
- Single group studies can provide causal effect information through extrapolation.
- Validity hinges on careful case-by-case examination of implicit or historical comparisons.
Conclusions:
- Circumstances exist where single group studies are acceptable evidence for CER.
- Systematic reviewers must understand the challenges and assumptions in interpreting these designs.
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