# Girls' Education ROI Model — Kenya
## Project Overview
This project is a financial model built in Google Sheets that estimates
the lifetime return on investment (ROI) of four years of secondary
education for a girl in rural Kenya. The model applies a discounted cash
flow (DCF) framework to compare the direct costs of schooling against
projected increases in lifetime earnings, using academic research on
returns to education in Sub-Saharan Africa.
The project was developed to connect my background in girls' education
advocacy through the Mwanga Initiative in Kitui County, Kenya,
with financial analysis methods used in development finance and impact
investing.
## Data Sources
1. Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment
in education: A decennial review of the global literature. *Education
Economics*, 26(5), 445–458. — source for the 9–10% annual wage
premium per year of schooling (global average).
2. Ozier, O. (2015). The Impact of Secondary Schooling in Kenya: A
Regression Discontinuity Analysis. World Bank Policy Research Working
Paper 7384. — Kenya-specific evidence that secondary schooling
increases human capital and shifts workers out of low-skill informal
employment into formal employment.
3. Baseline annual income (KES 70,000) and schooling cost (KES 20,000
per year) are working estimates based on typical rural Kenyan
household income levels and public secondary school fee structures.
These are flagged as estimates intended to be refined with Kenya
National Bureau of Statistics (KNBS) Labour Force Survey data in
future iterations.
## Model Structure
Built in Google Sheets across four tabs:
- **Assumptions** - all input values with sources and notes
- **Model** — step-by-step DCF calculations referencing Assumptions tab
- **Scenarios** — sensitivity analysis across low, base, and high
wage premium assumptions
- **Summary** — key findings, scenario table, and chart
## Methodology
1. Estimate total cost of four years of secondary s …