IPUMS-PMA Samples

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Dataset Record1 Round Cases Representative geographic level2 Margin of error Snapshot of Indicators Notes
Burkina Faso 2014 Women and household members 1 9,993 National 2% report (English)
Urban/rural less than 5% report (French)
Burkina Faso 2014 Service delivery points 1 107 National 2% --
Urban/rural less than 5% --

Burkina Faso 2015 Women and household members 2 9,784 National 2% report (English)
Urban/rural less than 5% report (French)
Burkina Faso 2015 Service delivery points 2 107 National 2% --
Urban/rural less than 5% --

Burkina Faso 2016 Women and household members 3 14,918 National 2% report (English)
Urban/rural less than 5% report (French)
Burkina Faso 2016 Service delivery points 3 134 National 2% --
Urban/rural less than 5% --

Burkina Faso 2016 Women and household members 4 15,151 National 2% report (English)
Urban/rural less than 5% report (French)
Burkina Faso 2016 Service delivery points 4 133 National 2% --
Urban/rural less than 5% --

Congo (DR) 2013 Women and household members 1 10,087 Kinshasa less than 2% -- Kinshasa only

Congo (DR) 2014 Women and household members 2 11,228 Kinshasa less than 2% report (English) Kinshasa only
Congo (DR) 2014 Service delivery points 2 257 Kinshasa less than 2% report (French) Kinshasa only

Congo (DR) 2015 Women and household members 3 10,722 Kinshasa less than 2% report (English) Kinshasa only
report (French)
Congo (DR) 2015 Service delivery points 3 254 Kinshasa less than 2% -- Kinshasa only

Congo (DR) 2015 Women and household members 4 10,820 Kinshasa less than 2% report (English) Kinshasa only
report (French)
Congo (DR) 2015 Service delivery points 4 239 Kinshasa less than 2% -- Kinshasa only

Congo (DR) 2015 Women and household members 4 7,351 Kongo Central less than 2% report (French) Kongo Central region only
Congo (DR) 2015 Service delivery points 4 122 Kongo Central less than 2% -- Kongo Central region only

Congo (DR) 2016 Women and household members 5 10,456 Kinshasa less than 2% -- Kinshasa only
Congo (DR) 2016 Service delivery points 5 183 Kinshasa less than 2% -- Kinshasa only

Congo (DR) 2016 Women and household members 5 7,719 Kongo Central less than 2% -- Kongo Central region only
Congo (DR) 2016 Service delivery points 5 105 Kongo Central less than 2% -- Kongo Central region only

Côte d'Ivoire Women and household members 1 12,659 National -- report (English)
report (French)

Ethiopia 2014 Women and household members 1 28,538 National less than 2% report
Urban/rural less than 3% --
5 regions3 5% --
Ethiopia 2014 Service delivery points 1 397 National less than 2% --
Urban/rural less than 3% --
5 regions3 5% --

Ethiopia 2014 Women and household members 2 28,035 National less than 2% report
Urban/rural less than 3% --
5 regions3 5% --
Ethiopia 2014 Service delivery points 2 407 National less than 2% --
Urban/rural less than 3% --
5 regions3 5% --

Ethiopia 2015 Women and household members 3 31,339 National less than 2% report
Urban/rural less than 3% --
5 regions3 5% --
Ethiopia 2015 Service delivery points 3 451 National less than 2% --
Urban/rural less than 3% --
5 regions3 5% --

Ethiopia 2016 Women and household members 4 31,563 National less than 2% report
Urban/rural less than 3% --
5 regions3 5% --
Ethiopia 2016 Service delivery points 4 461 National less than 2% --
Urban/rural less than 3% --
5 regions3 5% --

Ethiopia 2017 Women and household members 5 31,264 National less than 2% --
Urban/rural less than 3% --

Ghana 2013 Women and household members 1 16,496 National less than 2% report
Urban/rural less than 3% --
Ghana 2013 Service delivery points 1 143 National less than 2% --
Urban/rural less than 3% --

Ghana 2014 Women and household members 2 15,996 National less than 2% report
Urban/rural less than 3% --
Ghana 2014 Service delivery points 2 132 National less than 2% --
Urban/rural less than 3% --

Ghana 2014 Women and household members 3 16,995 National less than 2% report
Urban/rural less than 3% --
Ghana 2014 Service delivery points 3 241 National less than 2% --
Urban/rural less than 3% --

Ghana 2015 Women and household members 4 18,212 National less than 2% report
Urban/rural less than 3% --
Ghana 2015 Service delivery points 4 239 National less than 2% --
Urban/rural less than 3% --

Ghana 2016 Women and household members 5 15,733 National less than 2% --
Urban/rural less than 3% --
Ghana 2016 Service delivery points 5 169 National less than 2% --
Urban/rural less than 3% --

India 2016 Women and household members 1 23,941 Rajasthan 2% report Rajasthan region only
Urban/rural 3% --
India 2016 Service delivery points 1 308 Rajasthan 2% --
Urban/rural 3% --

India 2017 Women and household members 2 25,290 Rajasthan 2% -- Rajasthan region only
Urban/rural 3% --
India 2017 Service delivery points 2 619 Rajasthan 2% --
Urban/rural 3% --

India 2017 Women and household members 3 25,052 Rajasthan 2% -- Rajasthan region only
Urban/rural 3% --

Indonesia 2015 Women and household members 1 48,073 National less than 2% --
Urban/rural less than 3% --
South Sulawesi less than 3% --
Makassar district 5% --
Indonesia 2015 Service delivery points 1 931 National less than 2% --
Urban/rural less than 3% --
South Sulawesi less than 3% --
Makassar district 5% --

Indonesia 2016 Women and household members 2 47,102 National less than 2% --
Urban/rural less than 3% --
South Sulawesi less than 3% --
Makassar district 5% --
Indonesia 2016 Service delivery points 2 992 National less than 2% --
Urban/rural less than 3% --
South Sulawesi less than 3% --
Makassar district 5% --

Kenya 2014 Women and household members 1 18,870 National less than 3% report
Urban/rural 3% --
9 counties4 5% --
Kenya 2014 Service delivery points 1 277 National less than 3% --
Urban/rural 3% --
9 counties4 5% --

Kenya 2014 Women and household members 2 20,318 National less than 3% report
Urban/rural 3% --
9 counties4 5% --
Kenya 2014 Service delivery points 2 277 National less than 3% --
Urban/rural 3% --
9 counties4 5% --

Kenya 2015 Women and household members 3 19,729 National less than 3% report
Urban/rural 3% --
9 counties4 5% --
Kenya 2015 Service delivery points 3 358 National less than 3% --
Urban/rural 3% --
9 counties4 5% --

Kenya 2015 Women and household members 4 20,516 National less than 3% report
Urban/rural 3% --
9 counties4 5% --
Kenya 2015 Service delivery points 4 358 National less than 3% --
Urban/rural 3% --
9 counties4 5% --

Kenya 2016 Women and household members 5 26,018 National less than 3% report
Urban/rural 3% --
9 counties4 5% --
Kenya 2016 Service delivery points 5 358 National less than 3% --
Urban/rural 3% --
9 counties4 5% --

Nigeria 2014 Women and household members 1 11,591 Kaduna less than 2-3% report Kaduna only
Urban/rural less than 3% --
Nigeria 2014 Service delivery points 1 137 Kaduna less than 2-3% -- Kaduna only
Urban/rural less than 3% --

Nigeria 2014 Women and household members 1 3,879 Lagos less than 2-3% report Lagos only
Urban/rural less than 3% --
Nigeria 2014 Service delivery points 1 94 Lagos less than 2-3% -- Lagos only
Urban/rural less than 3% --

Nigeria 2015 Women and household members 2 12,662 Kaduna less than 2-3% report Kaduna only
Urban/rural less than 3% --
Nigeria 2015 Service delivery points 2 153 Kaduna less than 2-3% -- Kaduna only
Urban/rural less than 3% --

Nigeria 2015 Women and household members 2 6,900 Lagos less than 2-3% report Lagos only
Urban/rural less than 3% --
Nigeria 2015 Service delivery points 2 132 Lagos less than 2-3% -- Lagos only
Urban/rural less than 3% --

Nigeria 2016 Women and household members 3 51,292 National less than 2% -- Nation-wide sampling
Urban/rural less than 3% --
7 states5 less than 2-3% --
Nigeria 2016 Service delivery points 3 693 National less than 2% --
Urban/rural less than 3% --
7 states5 less than 2-3% --

Nigeria 2017 Women and household members 4 51,023 National less than 2% -- Nation-wide sampling
Urban/rural less than 3% --
7 states5 less than 2-3% --
Nigeria 2017 Service delivery points 4 765 National less than 2% --
Urban/rural less than 3% --
7 states5 less than 2-3% --

Niger 2015 Women and household members 1 6,270 Niamey 3% report (French) Niamey only
Urban/rural less than 3% --
Niger 2015 Service delivery points 1 33 Niamey 3% -- Niamey only
Urban/rural less than 3% --

Niger 2016 Women and household members 2 15,927 National less than 2% report (French) Nation-wide sampling
Urban/rural less than 3% --
Niger 2016 Service delivery points 2 135 National less than 2% --
Urban/rural less than 3% --

Niger 2016 Women and household members 3 6,386 Niamey 3% report (French) Niamey only
Urban/rural less than 3% --
Niger 2016 Service delivery points 3 31 Niamey 3% -- Niamey only
Urban/rural less than 3% --

Niger 2017 Women and household members 3 15,839 National less than 2% -- Nation-wide sampling
Urban/rural less than 3% --

Uganda 2014 Women and household members 1 19,620 National 2% report
Urban/rural less than 3% --

Uganda 2015 Women and household members 2 18,780 National 2% report
Urban/rural less than 3% --
Uganda 2015 Service delivery points 2 369 National 2% --
Urban/rural less than 3% --

Uganda 2015 Women and household members 3 18,403 National 2% report
Urban/rural less than 3% --
Uganda 2015 Service delivery points 3 378 National 2% --
Urban/rural less than 3% --

Uganda 2016 Women and household members 4 20,252 National 2% report
Urban/rural less than 3% --
Uganda 2016 Service delivery points 4 380 National 2% --
Urban/rural less than 3% --

Uganda 2017 Women and household members 5 20,696 National 2% --
Urban/rural less than 3% --
Uganda 2017 Service delivery points 5 348 National 2% --
Urban/rural less than 3% --

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  1. Record: The unit of analysis for the dataset. Currently, IPUMS-PMA has released data files where each record represents a person. In the near future, IPUMS-PMA will release data files where each record is a service delivery point for family planning services.
  2. Representative geographic level: Based on the sampling design and number of cases, IPUMS-PMA samples are representative to certain geographic levels when using the provided weights. The margin of error increases when analyzing smaller geographic units. Most countries are representative at the national and urban/rural level, but others are only representative for certain geographic regions.
  3. Addis, Amhara, Oromiya, Tigray, and Southern Nations, Nationalities, and Peoples' Region (SNNPR)
  4. Bungoma, Kericho, Kiambu, Kilifi, Kitui, Nairobi, Nandi, Nyamira, and Siaya
  5. Anambra, Kaduna, Kano, Lagos, Nasarawa, Rivers, and Taraba