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Registration and access for IPUMS DHS is managed by The DHS Program, which is not reviewing new user applications or requests for expanded access from currently approved users at this time. IPUMS DHS data remain available to approved users.
AWFACTR (AWFACTR)
All woman factor for population by region

AWFACTR is a 5-digit numeric variable with 2 implied decimal places. See the variable description for directions on the use of AWFACTR.

Description

AWFACTR is a 5-digit variable (in IPUMS-DHS) with 2 implied decimal places that is used to create total population estimates by region for all women of childbearing age, for those samples interviewing only ever-married women.

A post from DHS senior staff member Tom Pullum on the DHS Users Forum explains the use of the AWFACT adjustment variables as follows:

The all-woman factors are needed when you are trying to estimate something for all women, but you have to work with ever-married women because that's all you have in the sample. An example is when you want to estimate a fertility rate for all women but you only have the births and exposure for ever-married women. You have to assume that (a) never-married women have no births and (b) awfact/100 is a multiplier to inflate exposure for ever-married women to exposure for all women.

For surveys that used a sampling frame of all women of childbearing age, AWFACTR has a value of 100 (or 1.00, with two decimal places), and thus has no effect on the survey statistics when used as a multiplier. For samples that included only ever-married women, AWFACTR serves as a multiplier to create total population figures, by region, for all women of childbearing age, following the assumptions noted above.

The width of AWFACTR ranges from a low of 3 to a high of 5 in the original DHS files; see Comparability for further discussion.

Comparability — Index

GENERAL
Egypt
India

Comparability

Along with universe differences, the width of AWFACTR varies across samples. For samples including all women of childbearing age, AWFACTR equals 100, with 2 implied decimal places (i.e., a value of 1.00). For samples including only ever-married women, discussed below, the width of this variable ranges from 3 to 5 spaces, and the number of implied decimal places may vary accordingly. IPUMS DHS allocates 5 digits for this variable, padding with leading zeroes as needed.

Comparability - Standard DHS

AWFACTR is a standard recode variable in the DHS.

Comparability — Egypt [top]

In the original Egyptian DHS files, AWFACTR has a width of 4 in the surveys for 1988, 1992, 1995, 2008, and 2014, and has a width of 5 in the samples for 2000 and 2005.

Comparability — India [top]

In the original Indian DHS files, AWFACTR has a width of 3 for the 1992 survey and a width of 4 in the 1998 survey.

Universe

  • Afghanistan 2015: Ever-married women age 15-49.
  • Angola 2015: All women age 15-49.
  • Bangladesh 1994: Ever-married women age 10-49.
  • Bangladesh 1997: Ever-married women age 10-49.
  • Bangladesh 2000: Ever-married women age 10-49.
  • Bangladesh 2004: Ever-married women age 10-49.
  • Bangladesh 2007: Ever-married women age 15-49.
  • Bangladesh 2011: Ever-married women age 12-49.
  • Bangladesh 2014: Ever-married women age 15-49.
  • Bangladesh 2018: Ever-married women age 15-49.
  • Benin 1996: All women age 15-49.
  • Benin 2001: All women age 15-49.
  • Benin 2006: All women age 15-49.
  • Benin 2011: All women age 15-49.
  • Benin 2017: All women age 15-49.
  • Burkina Faso 1993: All women age 15-49.
  • Burkina Faso 1998: All women age 15-49.
  • Burkina Faso 2003: All women age 15-49.
  • Burkina Faso 2010: All women age 15-49.
  • Burundi 1987: All women age 15-49.
  • Burundi 2010: All women age 15-49.
  • Burundi 2016: All women age 15-49.
  • Cameroon 1991: All women age 15-49.
  • Cameroon 1998: All women age 15-49.
  • Cameroon 2004: All women age 15-49.
  • Cameroon 2011: All women age 15-49.
  • Cameroon 2018: All women age 15-64.
  • Central African Republic 1995: All women age 15-49.
  • Chad 1996: All women age 15-49.
  • Chad 2004: All women age 15-49.
  • Chad 2014: All women age 15-49.
  • Comoros 1996: All women age 15-49.
  • Comoros 2012: All women age 15-49.
  • Congo (Democratic Republic) 2007: All women age 15-49.
  • Congo (Democratic Republic) 2013: All women age 15-49.
  • Congo Brazzaville 2005: All women age 15-49.
  • Congo Brazzaville 2011: All women age 15-49.
  • Cote d'Ivoire 1994: All women age 15-49.
  • Cote d'Ivoire 1998: All women age 15-49.
  • Cote d'Ivoire 2011: All women age 15-49.
  • Egypt 1988: Ever-married women age 15-49.
  • Egypt 1992: Ever-married women age 15-49.
  • Egypt 1995: Ever-married women age 15-49.
  • Egypt 2000: Ever-married women age 15-49.
  • Egypt 2003: Ever-married women age 15-49.
  • Egypt 2005: Ever-married women age 15-49.
  • Egypt 2008: Ever-married women age 15-49.
  • Egypt 2014: Ever-married women age 15-49.
  • Eswatini (Swaziland) 2006: All women age 15-49.
  • Ethiopia 2000: All women age 15-49.
  • Ethiopia 2005: All women age 15-49.
  • Ethiopia 2011: All women age 15-49.
  • Ethiopia 2016: All women age 15-49.
  • Ethiopia 2019: All women age 15-49.
  • Gabon 2000: All women age 15-49.
  • Gabon 2012: All women age 15-49.
  • Gambia 2013: All women age 15-49.
  • Gambia 2019: All women age 15-49.
  • Ghana 1988: All women age 15-49.
  • Ghana 1993: All women age 15-49.
  • Ghana 1998: All women age 15-49.
  • Ghana 2003: All women age 15-49.
  • Ghana 2008: All women age 15-49.
  • Ghana 2014: All women age 15-49.
  • Guinea 1999: All women age 15-49.
  • Guinea 2005: All women age 15-49.
  • Guinea 2012: All women age 15-49.
  • Guinea 2018: All women age 15-49.
  • India 2005: All women age 15-49.
  • India 2015: All women age 15-49.
  • India 2019: All women age 15-49.
  • Jordan 1990: Ever-married women age 15-49.
  • Jordan 1997: Ever-married women age 15-49.
  • Jordan 2002: Ever-married women age 15-49.
  • Jordan 2007: Ever-married women age 15-49.
  • Jordan 2009: Ever-married women age 15-49.
  • Jordan 2012: Ever-married women age 15-49.
  • Jordan 2017: Ever-married women age 15-49.
  • Kenya 1989: All women age 15-49.
  • Kenya 1993: All women age 15-49.
  • Kenya 1998: All women age 15-49.
  • Kenya 2003: All women age 15-49.
  • Kenya 2008: All women age 15-49.
  • Kenya 2014: All women age 15-49.
  • Lesotho 2004: All women age 15-49.
  • Lesotho 2009: All women age 15-49.
  • Lesotho 2014: All women age 15-49.
  • Liberia 1986: All women age 15-49.
  • Liberia 2007: All women age 15-49.
  • Liberia 2013: All women age 15-49.
  • Liberia 2019: All women age 15-49.
  • Madagascar 1992: All women age 15-49.
  • Madagascar 1997: All women age 15-49.
  • Madagascar 2003: All women age 15-49.
  • Madagascar 2008: All women age 15-49.
  • Madagascar 2021: All women age 15-49.
  • Malawi 1992: All women age 15-49.
  • Malawi 2000: All women age 15-49.
  • Malawi 2004: All women age 15-49.
  • Malawi 2010: All women age 15-49.
  • Malawi 2016: All women age 15-49.
  • Mali 1987: All women age 15-49.
  • Mali 1995: All women age 15-49.
  • Mali 2001: All women age 15-49.
  • Mali 2006: All women age 15-49.
  • Mali 2012: All women age 15-49.
  • Mali 2018: All women age 15-49.
  • Morocco 1987: Ever-married women age 15-49.
  • Morocco 1992: All women age 15-49.
  • Morocco 2003: All women age 15-49.
  • Mozambique 1997: All women age 15-49.
  • Mozambique 2003: All women age 15-49.
  • Mozambique 2011: All women age 15-49.
  • Myanmar 2015: All women age 15-49.
  • Namibia 1992: All women age 15-49.
  • Namibia 2000: All women age 15-49.
  • Namibia 2006: All women age 15-49.
  • Namibia 2013: All women age 15-64.
  • Nepal 1996: Ever-married women age 15-49.
  • Nepal 2001: Ever-married women age 15-49.
  • Nepal 2006: All women age 15-49.
  • Nepal 2011: All women age 15-49.
  • Nepal 2016: All women age 15-49.
  • Niger 1992: All women age 15-49.
  • Niger 1998: All women age 15-49.
  • Niger 2006: All women age 15-49.
  • Niger 2012: All women age 15-49.
  • Nigeria 1990: All women age 15-49.
  • Nigeria 1999: All women age 10-49.
  • Nigeria 2003: All women age 15-49.
  • Nigeria 2008: All women age 15-49.
  • Nigeria 2013: All women age 15-49.
  • Nigeria 2018: All women age 15-49.
  • Pakistan 1991: Ever-married women age 15-49.
  • Pakistan 2006: Ever-married women age 15-49.
  • Pakistan 2012: Ever-married women age 15-49.
  • Pakistan 2017: Ever-married women age 15-49.
  • Rwanda 1992: All women age 15-49.
  • Rwanda 2000: All women age 15-49.
  • Rwanda 2005: All women age 15-49.
  • Rwanda 2008: All women age 15-49.
  • Rwanda 2010: All women age 15-49.
  • Rwanda 2014: All women age 15-49.
  • Rwanda 2019: All women age 15-49.
  • Sao Tome 2008: All women age 15-49.
  • Senegal 1986: All women age 15-49.
  • Senegal 1992: All women age 15-49.
  • Senegal 1997: All women age 15-49.
  • Senegal 2005: All women age 15-49.
  • Senegal 2010: All women age 15-49.
  • Senegal 2012: All women age 15-49.
  • Senegal 2014: All women age 15-49.
  • Senegal 2015: All women age 15-49.
  • Senegal 2016: All women age 15-49.
  • Senegal 2017: All women age 15-49.
  • Sierra Leone 2008: All women age 15-49.
  • Sierra Leone 2013: All women age 15-49.
  • Sierra Leone 2019: All women age 15-49.
  • South Africa 1998: All women age 15-49.
  • South Africa 2016: All women age 15-49.
  • Sri Lanka 1987: Ever-married women age 15-49.
  • Sudan 1989: Ever-married women age 15-49.
  • Tanzania 1991: All women age 15-49.
  • Tanzania 1996: All women age 15-49.
  • Tanzania 1999: All women age 15-49.
  • Tanzania 2004: All women age 15-49.
  • Tanzania 2010: All women age 15-49.
  • Tanzania 2015: All women age 15-49.
  • Togo 1998: All women age 15-49.
  • Togo 2013: All women age 15-49.
  • Tunisia 1988: Ever-married women age 15-49.
  • Uganda 1988: All women age 15-49.
  • Uganda 1995: All women age 15-49.
  • Uganda 2001: All women age 15-49.
  • Uganda 2006: All women age 15-49.
  • Uganda 2011: All women age 15-49.
  • Uganda 2016: All women age 15-49.
  • Yemen 1991: Ever-married women age 15-49.
  • Yemen 2013: All women age 15-49.
  • Zambia 1992: All women age 15-49.
  • Zambia 1996: All women age 15-49.
  • Zambia 2001: All women age 15-49.
  • Zambia 2007: All women age 15-49.
  • Zambia 2013: All women age 15-49.
  • Zambia 2018: All women age 15-49.
  • Zimbabwe 1988: All women age 15-49.
  • Zimbabwe 1994: All women age 15-49.
  • Zimbabwe 1999: All women age 15-49.
  • Zimbabwe 2005: All women age 15-49.
  • Zimbabwe 2010: All women age 15-49.
  • Zimbabwe 2015: All women age 15-49.
  • Afghanistan: 2015-C, 2015-W, 2015-B, 2015-W
  • Angola: 2015-W, 2015-C, 2015-B, 2015-W
  • Bangladesh: 1994-W, 1994-C, 1994-W, 1994-B, 1997-W, 1997-W, 1997-C, 1997-B, 2000-W, 2000-C, 2000-W, 2000-B, 2004-B, 2004-W, 2004-W, 2004-C, 2007-W, 2007-C, 2007-W, 2007-B, 2011-W, 2011-W, 2011-C, 2011-B, 2014-B, 2014-C, 2014-W, 2014-W, 2018-W, 2018-C, 2018-B, 2018-W
  • Benin: 1996-C, 1996-B, 1996-W, 2001-W, 2001-C, 2001-B, 2006-W, 2006-B, 2006-C, 2006-W, 2011-B, 2011-C, 2011-W, 2011-W, 2017-W, 2017-C, 2017-B, 2017-W
  • Burkina Faso: 1993-C, 1993-B, 1993-W, 1998-W, 1998-C, 1998-B, 2003-W, 2003-B, 2003-C, 2003-W, 2010-B, 2010-C, 2010-W, 2010-W
  • Burundi: 1987-W, 1987-C, 1987-B, 2010-W, 2010-W, 2010-B, 2010-C, 2016-C, 2016-B, 2016-W, 2016-W
  • Cameroon: 1991-C, 1991-W, 1991-B, 1998-W, 1998-C, 1998-B, 2004-B, 2004-C, 2004-W, 2011-B, 2011-C, 2011-W, 2018-W, 2018-C, 2018-B
  • Central African Republic: 1995-W, 1995-C, 1995-B
  • Chad: 1996-W, 1996-C, 1996-B, 2004-W, 2004-C, 2004-B, 2014-W, 2014-C, 2014-B
  • Comoros: 1996-W, 1996-C, 1996-B, 2012-W, 2012-C, 2012-B, 2012-W
  • Congo (Democratic Republic): 2007-W, 2007-C, 2007-B, 2013-W, 2013-C, 2013-B
  • Congo Brazzaville: 2005-W, 2005-C, 2005-B, 2011-W, 2011-C, 2011-B
  • Cote d'Ivoire: 1994-W, 1994-C, 1994-B, 1998-W, 1998-C, 1998-B, 2011-W, 2011-C, 2011-B
  • Egypt: 1988-W, 1988-B, 1988-C, 1992-W, 1992-W, 1992-B, 1992-C, 1995-C, 1995-B, 1995-W, 1995-W, 2000-C, 2000-W, 2000-B, 2000-W, 2003-B, 2003-C, 2003-W, 2003-W, 2005-B, 2005-W, 2005-W, 2005-C, 2008-B, 2008-W, 2008-C, 2008-W, 2014-B, 2014-C, 2014-W, 2014-W
  • Eswatini (Swaziland): 2006-W, 2006-C, 2006-B, 2006-W
  • Ethiopia: 2000-W, 2000-C, 2000-B, 2005-W, 2005-W, 2005-B, 2005-C, 2011-C, 2011-B, 2011-W, 2011-W, 2016-W, 2016-B, 2016-C, 2016-W, 2019-W, 2019-C, 2019-B
  • Gabon: 2000-W, 2000-C, 2000-B, 2012-W, 2012-C, 2012-B
  • Gambia: 2013-W, 2013-C, 2013-B, 2013-W, 2019-W, 2019-C, 2019-B
  • Ghana: 1988-W, 1988-C, 1988-B, 1993-W, 1993-B, 1993-C, 1998-C, 1998-B, 1998-W, 2003-C, 2003-W, 2003-W, 2003-B, 2008-B, 2008-W, 2008-W, 2008-C, 2014-W, 2014-W, 2014-B, 2014-C
  • Guinea: 1999-W, 1999-C, 1999-B, 2005-W, 2005-W, 2005-B, 2005-C, 2012-B, 2012-C, 2012-W, 2018-W, 2018-C, 2018-B, 2018-W
  • India: 2005-W, 2005-B, 2005-C, 2005-W, 2015-W, 2015-C, 2015-B, 2015-W, 2019-W, 2019-C, 2019-B
  • Jordan: 1990-W, 1990-W, 1990-C, 1990-B, 1997-W, 1997-W, 1997-B, 1997-C, 2002-C, 2002-B, 2002-W, 2002-W, 2007-C, 2007-B, 2007-W, 2007-W, 2009-C, 2009-W, 2009-W, 2009-B, 2012-W, 2012-B, 2012-C, 2012-W, 2017-W, 2017-C, 2017-B, 2017-W
  • Kenya: 1989-C, 1989-W, 1989-B, 1993-W, 1993-C, 1993-B, 1998-W, 1998-B, 1998-C, 1998-W, 2003-B, 2003-C, 2003-W, 2003-W, 2008-C, 2008-B, 2008-W, 2008-W, 2014-W, 2014-W, 2014-B, 2014-C
  • Lesotho: 2004-C, 2004-B, 2004-W, 2009-W, 2009-C, 2009-B, 2009-W, 2014-W, 2014-B, 2014-C, 2014-W
  • Liberia: 1986-W, 1986-C, 1986-B, 2007-W, 2007-B, 2007-C, 2013-B, 2013-C, 2013-W, 2013-W, 2019-W, 2019-B, 2019-C, 2019-W
  • Madagascar: 1992-C, 1992-B, 1992-W, 1997-W, 1997-C, 1997-B, 2003-W, 2003-C, 2003-W, 2003-B, 2008-W, 2008-B, 2008-C, 2008-W, 2021-B, 2021-C, 2021-W
  • Malawi: 1992-C, 1992-W, 1992-B, 2000-W, 2000-W, 2000-B, 2000-C, 2004-B, 2004-W, 2004-W, 2004-C, 2010-C, 2010-W, 2010-B, 2010-W, 2016-W, 2016-B, 2016-C, 2016-W
  • Mali: 1987-W, 1987-C, 1987-B, 1995-W, 1995-B, 1995-C, 2001-C, 2001-B, 2001-W, 2001-W, 2006-C, 2006-B, 2006-W, 2006-W, 2012-C, 2012-W, 2012-W, 2012-B, 2018-W, 2018-C, 2018-B, 2018-W
  • Morocco: 1987-W, 1987-C, 1987-B, 1992-W, 1992-C, 1992-B, 1992-W, 2003-W, 2003-C, 2003-B, 2003-W
  • Mozambique: 1997-W, 1997-C, 1997-B, 2003-W, 2003-W, 2003-B, 2003-C, 2011-B, 2011-C, 2011-W, 2011-W
  • Myanmar: 2015-C, 2015-W, 2015-B, 2015-W
  • Namibia: 1992-C, 1992-B, 1992-W, 2000-W, 2000-C, 2000-B, 2006-B, 2006-W, 2006-C, 2006-W, 2013-B, 2013-C, 2013-W, 2013-W
  • Nepal: 1996-C, 1996-W, 1996-B, 2001-W, 2001-B, 2001-C, 2006-C, 2006-B, 2006-W, 2006-W, 2011-C, 2011-B, 2011-W, 2011-W, 2016-W, 2016-B, 2016-C, 2016-W
  • Niger: 1992-W, 1992-C, 1992-B, 1998-W, 1998-B, 1998-C, 2006-B, 2006-C, 2006-W, 2006-W, 2012-C, 2012-B, 2012-W, 2012-W
  • Nigeria: 1990-C, 1990-W, 1990-B, 1999-W, 1999-C, 1999-B, 2003-W, 2003-C, 2003-B, 2008-W, 2008-B, 2008-W, 2008-C, 2013-W, 2013-W, 2013-C, 2013-B, 2018-W, 2018-B, 2018-C, 2018-W
  • Pakistan: 1991-W, 1991-C, 1991-B, 2006-W, 2006-B, 2006-C, 2012-B, 2012-C, 2012-W, 2012-W, 2017-W, 2017-C, 2017-B, 2017-W
  • Rwanda: 1992-C, 1992-W, 1992-B, 2000-W, 2000-W, 2000-C, 2000-B, 2005-W, 2005-W, 2005-B, 2005-C, 2008-B, 2008-C, 2008-W, 2010-W, 2010-W, 2010-C, 2010-B, 2014-W, 2014-C, 2014-W, 2014-B, 2019-B, 2019-C, 2019-W
  • Sao Tome: 2008-W, 2008-C, 2008-B
  • Senegal: 1986-W, 1986-B, 1986-C, 1992-W, 1992-B, 1992-C, 1997-C, 1997-W, 1997-B, 2005-B, 2005-W, 2005-W, 2005-C, 2010-C, 2010-W, 2010-B, 2010-W, 2012-W, 2012-B, 2012-C, 2012-W, 2014-W, 2014-W, 2014-C, 2014-B, 2015-W, 2015-C, 2015-B, 2015-W, 2016-B, 2016-C, 2016-W, 2016-W, 2017-W, 2017-B, 2017-C, 2017-W
  • Sierra Leone: 2008-C, 2008-B, 2008-W, 2008-W, 2013-W, 2013-C, 2013-B, 2013-W, 2019-B, 2019-W, 2019-C, 2019-W
  • South Africa: 1998-W, 1998-C, 1998-B, 2016-W, 2016-C, 2016-B, 2016-W
  • Sri Lanka: 1987-W, 1987-C, 1987-B
  • Sudan: 1989-W, 1989-C, 1989-B
  • Tanzania: 1991-W, 1991-C, 1991-B, 1996-W, 1996-B, 1996-C, 1999-C, 1999-B, 1999-W, 2004-C, 2004-B, 2004-W, 2004-W, 2010-W, 2010-C, 2010-W, 2010-B, 2015-B, 2015-C, 2015-W, 2015-W
  • Togo: 1998-W, 1998-C, 1998-B, 2013-W, 2013-C, 2013-B
  • Tunisia: 1988-W, 1988-C, 1988-B
  • Uganda: 1988-W, 1988-C, 1988-B, 1995-W, 1995-C, 1995-B, 2001-W, 2001-B, 2001-C, 2001-W, 2006-B, 2006-C, 2006-W, 2006-W, 2011-C, 2011-B, 2011-W, 2011-W, 2016-W, 2016-W, 2016-B, 2016-C
  • Yemen: 1991-W, 1991-C, 1991-B, 2013-W, 2013-C, 2013-B, 2013-W
  • Zambia: 1992-C, 1992-W, 1992-B, 1996-W, 1996-C, 1996-B, 2001-B, 2001-W, 2001-C, 2007-B, 2007-W, 2007-W, 2007-C, 2013-W, 2013-B, 2013-C, 2013-W, 2018-W, 2018-C, 2018-B, 2018-W
  • Zimbabwe: 1988-W, 1988-C, 1988-B, 1994-W, 1994-W, 1994-B, 1994-C, 1999-C, 1999-B, 1999-W, 1999-W, 2005-C, 2005-B, 2005-W, 2005-W, 2010-C, 2010-W, 2010-W, 2010-B, 2015-W, 2015-B, 2015-C, 2015-W