World Bank Open Data · CC BY 4.0 Some World Bank indicators are published with a lag. The site always shows the latest actually available year for each country and indicator.
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Low income
Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)

Within the “Low income” group, Madagascar leads Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate) in 2025 at 83, while Yemen, Rep. sits at the lower end of the current snapshot with 5. This format is well suited to long-tail regional and income-group queries.

Group leaders

0.020.741.562.282.9MadagascarMadagascar: 8382.9BurundiBurundi: 7979.5Korea, Dem. People's Rep.Korea, Dem. People's Rep.: 7877.7MozambiqueMozambique: 7777.1UgandaUganda: 7675.6EritreaEritrea: 7372.8NigerNiger: 7372.8LiberiaLiberia: 7272.0Central African RepublicCentral African Republic: 6565.5Burkina FasoBurkina Faso: 6464.1Congo, Dem. Rep.Congo, Dem. Rep.: 6261.8Guinea-BissauGuinea-Bissau: 6060.3

Country table

#CountryValue
1 Madagascar 83
2 Burundi 79
3 Korea, Dem. People's Rep. 78
4 Mozambique 77
5 Uganda 76
6 Eritrea 73
7 Niger 73
8 Liberia 72
9 Central African Republic 65
10 Burkina Faso 64
11 Congo, Dem. Rep. 62
12 Guinea-Bissau 60
13 Ethiopia 58
14 Malawi 58
15 Rwanda 57
16 Mali 53
17 Sierra Leone 52
18 Chad 47
19 Gambia, The 45
20 Somalia, Fed. Rep. 21
21 Syrian Arab Republic 13
22 Afghanistan 5
23 Yemen, Rep. 5

Analytical takeaways

  • Inside the Low income group for Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate) in 2025, Madagascar leads with a gap of 3 to the next country.
  • The peer set on this page covers 23 countries, and the lower end of the current distribution sits with Yemen, Rep. at 5.
  • This page bridges the global ranking context with a more relevant regional or income-based comparison layer.