Local Business Skills Training Impact Data for Coffee Farmers in Uganda, 2021-2023

Impact data from the Local Business Skills Training Project, a partnership between Julius Meinl, UGACOF, and Sawa World. The dataset covers 2021 to 2023 and includes information from the Kalungu and Lwengo districts in Central Uganda. It likely contains metrics on how training in income diversification skills affected the livelihoods of youth and women coffee farmers.

Use Cases

• Assessing the impact of skills training on income levels based on the project's focus on narrowing the living-income gap.
• Analyzing income diversification outcomes for youth and women farmers based on the project's stated goals.
• Evaluating changes in coffee productivity linked to training interventions mentioned in the description.
• Studying the effectiveness of locally-led development approaches in the coffee sector.

Strengths

• Data covers a three-year time range from 2021 to 2023.
• Geographic scope is specified as the Kalungu and Lwengo districts in Central Uganda.
• Released under a permissive CC-BY-4.0 license for reuse.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data may reflect geographic bias inherent to its focus on two specific districts.

Provenance

Source

Sawa World, in partnership with Julius Meinl and UGACOF.

Collection Method

Likely collected through project monitoring and evaluation activities.

Time Range

2021 to 2023

Freshness

Last updated 2026-04-30 11:13:52.008535; freshness should be verified.

Geography

Kalungu and Lwengo districts, Central Uganda