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Economic analysis of randomized controlled trial data: a framework and feedlot cattle case study.
Lucas M Horton1, Dustin L Pendell2, David G Renter1
1Center for Outcomes Research and Epidemiology, and the Department of Diagnostic Medicine and Pathobiology, Kansas State University, Manhattan, KS 66506, USA.
Standardizing economic analyses for livestock randomized controlled trials (RCTs) is crucial. Partial budgeting offers a pragmatic approach to evaluate intervention costs and benefits, enhancing evidence-based decision-making for producers.
Area of Science:
- Agricultural economics
- Animal science
- Evidence-based research
Background:
- Livestock industry decisions rely on research, particularly randomized controlled trials (RCTs).
- Economic implications heavily influence the adoption of new interventions by producers.
- Economic analyses in beef feedlot RCTs are infrequent and lack standardized methodologies.
Purpose of the Study:
- To compare methodologies for economic assessment in livestock trials.
- To provide guidance for standardized economic evaluations of RCT data.
- To enhance the applicability of research findings for stakeholders.
Main Methods:
- Reviewed common economic analysis methods (e.g., partial budgeting, cost-benefit analysis).
- Proposed partial budgeting as the most suitable strategy for RCT data.
- Demonstrated partial budget application to a beef feedlot RCT using published data.
Main Results:
- Partial budgeting effectively assesses marginal impacts of interventions in RCTs.
- Statistical analysis of pen-level data accounts for biological variability.
- Transparent reporting of economic assessment methods is essential.
Conclusions:
- Standardized and transparent economic evaluations are needed for livestock RCTs.
- Partial budgeting, with statistical analysis, provides a robust framework.
- Improved economic analysis enhances the practical application of research for producers.
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