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Journal of Economic Literature 48 (June 2010): 281355 HTTP:www.aeaweb.org/articles.php?doi10.1257/jel.48.2.281Regression Discontinuity Designs in Economics David S. Lee and Thomas Remain* This paper
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How to fill out regression discontinuity designs a
01
Determine the treatment or intervention being studied and the outcome of interest.
02
Establish the cutoff point where the treatment is assigned based on a continuous assignment variable.
03
Collect data on both the treatment and control group, including the assignment variable, outcome variable, and any covariates.
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Conduct statistical analysis to compare outcomes on either side of the cutoff point while controlling for any covariates.
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Interpret the results to determine the causal impact of the treatment or intervention.
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Researchers in social sciences and economics who are interested in evaluating the causal effects of interventions or policies.
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Policy makers looking to make evidence-based decisions on the effectiveness of programs or initiatives.
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Program evaluators seeking to understand the impact of specific interventions on outcomes of interest.
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What is regression discontinuity designs a?
Regression discontinuity designs a is a research design that evaluates the impact of a program or intervention by comparing outcomes for individuals just above or below a threshold.
Who is required to file regression discontinuity designs a?
Researchers and evaluators conducting impact evaluations or program assessments may be required to use regression discontinuity designs.
How to fill out regression discontinuity designs a?
To fill out regression discontinuity designs a, researchers need to collect data on the treatment group just above the threshold and the control group just below the threshold, and analyze the outcomes using regression analysis.
What is the purpose of regression discontinuity designs a?
The purpose of regression discontinuity designs a is to provide causal estimates of the impact of a program or intervention, by leveraging the natural experiment created by the threshold.
What information must be reported on regression discontinuity designs a?
Information such as the threshold, treatment group, control group, outcomes, regression analysis results, assumptions, and limitations must be reported on regression discontinuity designs a.
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