Research design form
General description
| 1. Name of the group | |
| 2. Research question | What is your research question? |
| 3. Intervention | Describe the intervention you plan to run. |
| 4. Control | Describe what the control group will do or receive, if anything. |
| 5. Unit of analysis | At what level will the intervention be run? For example, on individuals? By groups? |
| 6. Ethics | Consider the ethical implications of your experiment. Are there any potential harms or benefits to participants? |
M — Model
| 7. N | How many units will you have? |
| 8. Main hypothesis | What do you hypothesize for the effect of the treatment? |
I — Inquiry
| 9. Estimand | Describe your question precisely in terms of the treatment, outcome, and any other relevant features of your population. For example, we are interested in the average treatment effect of X on Y (ATE). Or we are interested in the difference of the effect of X on Y for men and for women (a difference in CATEs). |
D — Data strategy
| 10. Randomization | What randomization will you use: simple, complete, cluster, block, factorial, etc.? |
| 11. Main outcome | How will you measure your main outcome? |
A — Answer strategy
| 12. Estimator | What estimator will you use (difference in means, regression, regression with block fixed effects and inverse probability weighting, etc.)? |
| 13. Standard error | What type of standard errors will you use? |
Diagnosis
| 14. Bias | Do you expect your estimator to be unbiased? Why? |
| 15. Statistical power | What is the statistical power of your design? |