About the gender indicators
We provide gender related indicators for low- and middle-income countries (LMICs) and subnational regions within these countries.
The indicators in this database are:
- Mean age difference partners
- Mean age at first marriage
- Mean age at first birth
- The percentage of women in the 50+ populations
- The percentage of matri- and patrilocal households
- The patrilocality index
Age difference between partners is calculated as the age of the man minus the age of the women.
Matrilocal households are households where the couple lives with the parents of the wife. Patrilocal households are households where the couple lives with the parents of the husband.
The patrilocality index is the log of the percentage of patrilocal households divided by the percentage of the matrilocal households in the area.
Construction of indicators
The indicators in this database are created by aggregation from household surveys, i.e. taking the average of the values of a characteristic of individuals or households in an area.
The sub-national areas that are used for aggregation are based on the geographic information that is present in the survey datasets. The available regional coding is often, but not always, based on official administrative subdivisions used in the countries.
In cases where regional subdivisions have changed over time, the subdivisions used in earlier and/or later surveys are adjusted to keep comparability.
For relatively small datasets a reduction in regions may be done to increase the number of cases on the basis of which aggregation takes place.
For some countries for which regional divisions differ too much between years to make data comparable, different divisions are used for different years.
Data sources
We combine survey data for over 500 recent (1990+) household surveys and other sources for 130+ developing countries and almost 1,500 subnational regions from the following sources:
- Demographic and Health Surveys (DHS)
- UNICEF Multiple Indicator Cluster Surveys (MICS)
- Integrated Public Use Microdata Series (IPUMS) International
- Barometer Surveys: Afrobarometer, AmericasBarometer, Arab Barometer, Asia Barometer
- Other data sources: Chinese Household Income Project, Chinese Household Finance Survey, Indian Human Development Survey, PAPFAM survey
More information
Detailed information on the construction of indicators through aggregation can be found in: