This dataset contains experimental data from a study in rural Malawi where monetary incentives and distance to results centers were randomly assigned to encourage learning HIV test results. The study found that without incentives, 34 percent of participants learned their results, while the smallest incentive doubled that share. It also measured the impact of learning HIV-positive status on subsequent condom purchases.
Use Cases
- Analyze the relationship between randomly assigned monetary incentives and the decision to learn HIV results.
- Study the effect of randomly assigned distance to results centers on the uptake of HIV status information.
- Model the impact of learning HIV-positive status on condom purchase behavior for sexually active individuals.
- Investigate the heterogeneous effects of learning HIV-negative status versus HIV-positive status on health-related actions.
Strengths
- Data originates from a randomized controlled trial, providing a strong basis for causal inference.
- The study design includes two randomly assigned variables: monetary incentives and distance to results centers.
- Findings are grounded in specific, reported metrics, such as the 34 percent baseline result uptake and the doubling effect of the smallest incentive.
Limitations
- The specific variables, column names, and dataset structure are not provided in the input.
- The sample size, number of rows, and file formats are unknown, limiting assessment of statistical power and usability.
- Geographic scope is limited to rural Malawi, which may affect generalizability to other populations.
Provenance
- Source
- ICPSR Harvested Dataverse
- Collection Method
- Data from a randomized experiment where monetary incentives and distance to results centers were assigned.
- Time Range
- null
- Freshness
- null
- Geography
- Rural Malawi