# Employment to population ratio, 15+, female (%) (national estimate) — WSM
> Latest: 28.97 (2022). Change: -8.6% vs 2018.
- Frequency: Annual · Coverage: 1976–2022
- Data updated: 2026-10-08
- Source: World Bank — SL.EMP.TOTL.SP.FE.NE.ZS — https://data.worldbank.org/indicator/SL.EMP.TOTL.SP.FE.NE.ZS
- License: CC BY 4.0
- Interactive chart: https://econdash.org/chart/wdi-sl-emp-totl-sp-fe-ne-zs/WSM
## Recent values
| Year | Value |
| :--- | :--- |
| 2012 | 21.88 |
| 2014 | 21.90 |
| 2017 | 35.13 |
| 2018 | 31.71 |
| 2022 | 28.97 |
## How to cite
APA: World Bank. (2022). Employment to population ratio, 15+, female (%) (national estimate) — WSM [Data set]. Retrieved November 13, 2026, from EconDash: https://econdash.org/chart/wdi-sl-emp-totl-sp-fe-ne-zs/WSM. Original source: https://data.worldbank.org/indicator/SL.EMP.TOTL.SP.FE.NE.ZS
## Full data
Full time series: https://econdash.org/docs/agent-payments (free API trial for core indicators of 10 major economies; otherwise an API key or pay per call)