DHEPLab/madagascar-drone-replication

Replication package for 'Wings of Access': cluster RCT of drone-based medical commodity delivery in remote Madagascar (BMJ Global Health R1, bmjgh-2025-021965). # Wings of Access — Madagascar Drone Cluster RCT Replication Package ## Repository layout ``` madagascar-drone-replication/ ├── data/ │ └── [public-use data files required by the replication scripts] ├── code/ │ ├── drone_med_public_table1_replication.py │ └── drone_med_public_table2_replication.py └── output/ └── [replicated Table 1 and Table 2 outputs] ``` ## How to run ### 1. Place the data files. Download the required public-use datasets and place them in the data/ folder. ### 2. Install the required Python packages. pip install pandas numpy statsmodels scipy ### 3. Replicate Table 1. python code/drone_med_public_table1_replication.py \ --data-dir data \ --output-dir output ### 4. Replicate Table 2. python code/drone_med_public_table2_replication.py \ --data-dir data \ --output-dir output The replicated table outputs are written to the output/ folder. ## Replication scripts drone_med_public_table1_replication.py reproduces Table 1 using the public-use data. drone_med_public_table2_replication.py reproduces the Table 2 ANCOVA and difference-in-differences estimates using the public-use data. No original or restricted-access data are required to run these replication scripts.