Dataset Types

The DHS Program produces many different types of datasets. These types vary by individual survey, but are based upon the types of data collected and the file formats used for dataset distribution. Dataset types are organized into three distribution categories: Survey Data, HIV Test Results, and Geographic data. Survey Data can comprise many different types of data depending on individual survey design. HIV Test Results and Geographic Data are available for most surveys conducted in recent years. It is important to note that there is an additional requirement for GPS/HIV dataset requests.

Survey Data and HIV Data from DHS surveys are generally distributed in recode format, but may occasionally be distributed in raw format. A raw data file includes the data as they were collected, without any structural changes. A recode data file uses a standardized data definition in order to facilitate comparisons across surveys, and is distributed in several different file formats for use with statistical software packages. Geographic data are distributed in a format designed for use with GIS software packages.

On This Page
Survey Data
HIV Data and Other Biomarkers
GPS Data

Survey Data

In order to facilitate the analysis of data, DHS has developed the concept of recode files. Recode files have standard data definitions across countries and across DHS phases. Because of changes in questionnaires between DHS phases, there is a different recode definition for each phase. However, variables that are common across phases keep their names and the names of variables that are removed from a phase are not reused unless reinstated in another phase. Recode definitions are available for the DHS, AIS and MIS surveys. Work is currently under way for a recode definition for SPA surveys. DHS questionnaires allow different units of analysis (i.e., households, household members, women, children etc.) and they are ultimately translated into datasets. The types of datasets generated for each survey vary by survey design; however there are seven common types of recode data files associated with the core questionnaires. The datasets are available in the standard recode file formats in SPSS, SAS, Stata and CSPro; only completed questionnaires are included in these files. View the video below for a quick 60 second overview of DHS dataset types. 

Standard Recode Files:

Household Data - Household Recode (HR)
This dataset has one record for each household. It includes household member's roster but no information from the individual women/men questionnaires is present in this file. The unit of analysis (case) in this file is the household.

Household Listing Data - Household Member Recode (PR)
This dataset has one record for every household member.
It includes variables like sex, age, education, orphanhood, height and weight measurement, hemoglobin, etc. It also includes the characteristics of the households where the individual lives or was visiting. The unit of analysis (case) in this file is the household member.

Individual Women's Data - Individual Recode (IR)
This dataset has one record for every eligible woman as defined by the household schedule. It contains all the data collected in the women's questionnaire plus some variables from the household. Up to 20 births in the birth history, and up to 6 children under age 5, for whom pregnancy and postnatal care as well as immunization and health data were collected, can be found in this file. The fertility and mortality programs distributed by DHS use this file for data input. The unit of analysis (case) in this file is the woman.

Men's Data - Male Recode (MR)
This dataset has one record for every eligible man as defined by the household schedule. It contains all the data collected in the men's questionnaire plus some variables from the household. The unit of analysis (case) in this file is the man.

Couple's Data - Couple's Recode (CR)
This dataset has one record for every couple. It contains data for married or living together men and woman who both declared to be married (living together) to each other and with completed individual interviews (questionnaires). Essentially the file is the result of linking the two files previously described based on whom they both declared as partners. The unit of analysis (case) in this file is the couple in which both partners were interviewed.

Children's Data - Children's Recode (KR)
This dataset has one record for every child of interviewed women, born in the five years preceding the survey. It contains the information related to the child's pregnancy and postnatal care and immunization and health. The data for the mother of each of these children is included. This file is used to look at child health indicators such as immunization coverage, vitamin A supplementation, and recent occurrences of diarrhea, fever, and cough for young children and treatment of childhood diseases. The unit of analysis (case) in this file is the children of women born in the last 5 years (0-59 months).

Births' data - Birth's Recode (BR)
This dataset has one record for every child ever born to interviewed women. Essentially, it is the full birth history of all women interviewed including its information on pregnancy and postnatal care as well as immunization and health for children born in the last 5 years. Data for the mother of each of these children is also included. This file can be used to calculate health indicators as well as fertility and mortality rates. The unit of analysis (case) in this file is the children ever born of eligible women.

Associated Recode Files:

Additionally, there are a number of files that can be associated to the files previously described but are distributed separately.

Wealth Index data (WI)
This dataset has one record for every household. Wealth Index analysis was introduced to DHS around the end of the 90's. When the decision was made to include the wealth index as part of DHS, standard variables  added to the recode definition for both the household and individual questionnaires (HV270 and HV271 for households; V190 and V191 for women; and MV190 and MV191 for men). For surveys conducted prior to the change in the recode file definition a file was created containing the score and the quintile variables. Wealth index files were created for all DHS surveys except surveys carried out as part of the first DHS phase. This file can be linked to any of the files described above.

Height and Weight data (HW)
This dataset has one record for every child measured for height and weight. In 2007 new child growth standards were introduced by WHO; in the past DHS used the NCHS/CDC/WHO reference. After the decision was made to adopt the new WHO standards, standard recode variables HC70 to HC73 and HW70 to HW73 were added to the recode definition to store the standard deviations of the new WHO child growth definition. All files using the DHS V or VI recode structure have these variables. For surveys prior to DHS phase V a file was created containing the new z-scores. In early DHS phases only children of eligible women were measured. Starting with DHS phase III onwards all children under five listed in households interviewed have been measured. This file can be linked to the household members (PR), the children (KR) or the births (BR) files described above if height and weight was taken for children in the households. The file can only be linked to the children (KR) or birth (BR) files when only children of eligible women were measured for early DHS phases.

Raw Data Files:

Other standard types of survey datasets include:

  • Household Raw (HH)
  • Household Member Raw (PQ)
  • Individual Raw (IQ)
  • Individual/Household Raw (IH)
  • Male Raw (ML)
  • Parent/Guardian Raw (PG)
  • Safe Motherhood (SM)
  • Service Availability Raw (SQ)
  • Village Recode (VR)

HIV Data and Other Biomarkers

Some surveys include national voluntary HIV testing of respondents. Datasets showing test results and variables to link them to other findings from the DHS or AIS are available for more than 20 countries. There is a special terms of use that must be accepted before access can be granted to HIV datasets.

HIV Test data - AIDS Recode (AR)
This dataset has one record for every individual for which blood was drawn for HIV testing. In 2004 DHS began collecting blood for HIV testing but because of the sensitivity of the data instead of merging the results of HIV testing to the individuals a file that is distributed separately was created. This file can be linked to the household members (PR), the women (IR) or men files (MR).

Other Biomarkers data (OB)
This dataset has one record for every individual for which samples were taken for different kinds of biomarkers. This type of file includes  test results for health conditions such as syphilis, tuberculosis, hepatitis B, etc. and in general any other tests different from HIV,  that requires  the data to be anonymous.  The same protocol used to request HIV data applies  to requests for other biomarkers.  This file can be linked to the household members (PR), the women (IR) or  the men files (MR).

Other standard types of datasets include:

  • HIV Test Results Raw (HT)

GPS Data

Geographic information is collected in the DHS and AIS surveys. All survey data are presented both nationally and by sub-national reporting area. These reporting areas are often, but not always, provinces or groups of provinces, and are included in all recoded datasets. It is important to note that there is an additional requirement for GPS dataset requests.

Geographic data (GE)
This dataset has one record for every cluster in which the survey was conducted. This type of file includes the latitude and longitude of the center of the sample cluster.

Download Datasets

The DHS Program is authorized to distribute, at no cost, unrestricted survey data files for legitimate academic research. Registration is required for access to data.

Guide to Using Datasets


Debugging Information
ColdFusion Server Standard 2018,0,19,330149
Template /data/Dataset-Types.cfm
Time Stamp 13-Oct-24 03:21 AM
Locale English (US)
User Agent CCBot/2.0 (https://commoncrawl.org/faq/)
Remote IP 10.0.0.70
Host Name 10.0.0.70


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0 ms 0 ms 1 CFC[ C:/inetpub/wwwroot/commonspot/components/cache/custom-module-cache.cfc | getCustomAppPath(5) ] from C:/inetpub/wwwroot/commonspot/components/cache/custom-module-cache.cfc
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0 ms 0 ms 1 CFC[ C:/inetpub/wwwroot/commonspot/components/util/commonspot-context.cfc | getDSN(site) ] from C:/inetpub/wwwroot/commonspot/components/util/commonspot-context.cfc
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0 ms 0 ms 1 CFC[ C:/inetpub/wwwroot/commonspot/components/util/debug-timing.cfc | addEvent(wait for lock: CommonSpot_Site1_Core (exclusive)) ] from C:/inetpub/wwwroot/commonspot/components/util/debug-timing.cfc
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0 ms 0 ms 1 CFC[ C:/inetpub/wwwroot/commonspot/components/util/object-factory.cfc | getObject(LiveBookmarks) ] from C:/inetpub/wwwroot/commonspot/components/util/object-factory.cfc
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0 ms 0 ms 1 CFC[ C:/inetpub/wwwroot/commonspot/public_api/keywords.cfc | appendEnforced(subsiteIDOrURL = , keywordList = ) ] from C:/inetpub/wwwroot/commonspot/public_api/keywords.cfc
16 ms  STARTUP, PARSING, COMPILING, LOADING, & SHUTDOWN
595 ms  TOTAL EXECUTION TIME
red = over 250 ms average execution time


SQL Queries

get (Datasource=dhs_legacy_live, Time=0ms, Records=217) in C:\inetpub\wwwroot\dhs\custom-application.cfm @ 03:21:48.048
    	SELECT lang_text_var, lang_text_en
        FROM dataset_lang_dictionary
    
CacheInfo (Datasource=commonspot-site-dhs, Time=15ms, Records=38) in C:\inetpub\wwwroot\commonspot\components\cache\cache-status.cfc @ 03:21:48.048
			SELECT *
			  FROM ElementInstance
			 WHERE SubsiteID=?
				AND PageID=?
				AND IsWIP=? 
				AND ServerID=? 
		 ORDER BY ControlID DESC,CacheLevel
		
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 5
Parameter #2(CF_SQL_INTEGER) = 6013
Parameter #3(CF_SQL_INTEGER) = 0
Parameter #4(CF_SQL_INTEGER) = 1

PagePermissions (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\components\cache\item-security-cache.cfc @ 03:21:48.048
			SELECT *
			  FROM ItemSecurity
			 WHERE PageID = ?
				AND ApplyTo = 0 
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 6013

SelectedCustomRenderElements (Datasource=commonspot-site-dhs, Time=47ms, Records=2963) in C:\inetpub\wwwroot\commonspot\set-page-vars.cfm @ 03:21:48.048
		SELECT dcr.*
		  FROM Data_Custom_Render dcr, CustomElementModules cem
		 WHERE (dcr.PageID IN (?,?,?,?)) 
			AND dcr.VersionState=?
			AND (dcr.ModuleID = cem.ID OR dcr.ModuleID <= 0)
	 ORDER BY dcr.ControlID, dcr.PageID DESC, dcr.VersionID DESC
	
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 1
Parameter #2(CF_SQL_INTEGER) = 2
Parameter #3(CF_SQL_INTEGER) = 6013
Parameter #4(CF_SQL_INTEGER) = 2352
Parameter #5(CF_SQL_INTEGER) = 2

Request.PageData.PageParams (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\render-page-meat.cfm @ 03:21:48.048
			SELECT *
			  FROM Param_Page
			 WHERE (PageID=6013 OR (PageID IN (2352,2,1) AND (VersionState = 2)))
			   AND VersionState=2
			 ORDER BY PageID DESC
		
qry (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\core.cfm @ 03:21:48.048
					SELECT SubsiteID
					  FROM SitePages
					 WHERE ID = ? 
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 6013

testQuery (Datasource=commonspot-site-dhs, Time=16ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\generated-validators.cfm @ 03:21:48.048
		SELECT ID
		  FROM SitePages
		 WHERE ID = ?
			AND (PageType IN (0,1) AND Uploaded=0)
	
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 6013

qry (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\commands\livebookmarks.cfc @ 03:21:48.048
		SELECT Data_SeeAlso.ID, SubSites.SubSiteURL, SitePages.filename as pagename,
				 XMLPublications.name as feedname, XMLPublicationFormat.name as feedformat,
				 XMLPublications.description,
				 CASE
					 	WHEN XMLPublicationFormat.IsSyndication = 0 THEN 0
						ELSE 1
				 END AS IsSyndicationFeed
		  FROM Data_SeeAlso, XMLPublications, XMLPublicationFormat, SitePages, SubSites
		 WHERE Data_SeeAlso.PageID = ?
		 	AND Data_SeeAlso.Action = ?
		 	AND Data_SeeAlso.ItemID = XMLPublicationFormat.XMLPublicationFormatID
		 	AND Data_SeeAlso.TargetPageID = XMLPublications.XMLPublicationID
		 	AND XMLPublications.XMLPublicationFormatID = XMLPublicationFormat.XMLPublicationFormatID
		 	AND XMLPublications.PageID = SitePages.ID
		 	AND SitePages.SubSiteID = SubSites.ID
	
Query Parameter Value(s) -
Parameter #1(CF_SQL_INTEGER) = 6013
Parameter #2(CF_SQL_INTEGER) = 11


Scope Variables

Application Variables:
activesubsites=1,2,5,6,8,17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58
adf=Struct (89)
adfscheduler=Struct (0)
applicationname=site1
assocpubdocs=Struct (4)
blogcache=Struct (4)
cachedimages=Struct (32)
cacheinfocache=Struct (53)
confidentiality=Array (5)
controlinstance_toplevel_cache=Struct (126)
covid_articlecount=10
covid_newsarticlecount=49
covid_pressreleasecount=0
covid_pubcount=3
cs_elementcache=Struct (10)
cs_resourcesmissing=Struct (0)
cs_rewriterulescache=Struct (21)
cs_subsitecachemanager=Struct (28)
customerinfo=Complex type
customerscope=Struct (21)
custommodulecache=Struct (21)
defaultconfidentiality=2
dhspagesyncdata=Struct (1)
itemsecuritycache=Struct (31)
languagenames=Struct (51)
languages=Struct (51)
lastknownchange=Struct (18)
lastupdate=Struct (14)
metadatacache=Struct (4)
pendingstubrequests=Struct (0)
rsscache=Struct (2)
search_archive_next_clean=2024-10-13 19:08:16
serverstatus=Struct (1)
site=Struct (74)
sitescope=Struct (9)
styleids=Struct (248)
stylenames=Struct (248)
subsitecache=Struct (46)
subsitecachebysecuritypageid=Struct (46)
templatecache=Struct (28)
templatedefaultsecuritycache=Struct (60)
templateenforcedsecuritycache=Struct (60)
treecache=Struct (25)
twittercache=Struct (2)
typefactory=Complex type
youtubecache=Struct (3)
CGI Variables:
AUTH_PASSWORD=
AUTH_TYPE=
AUTH_USER=
CERT_COOKIE=
CERT_FLAGS=
CERT_ISSUER=
CERT_KEYSIZE=
CERT_SECRETKEYSIZE=
CERT_SERIALNUMBER=
CERT_SERVER_ISSUER=
CERT_SERVER_SUBJECT=
CERT_SUBJECT=
CF_TEMPLATE_PATH=C:\inetpub\wwwroot\dhs\data\Dataset-Types.cfm
CONTENT_LENGTH=0
CONTENT_TYPE=
CONTEXT_PATH=
GATEWAY_INTERFACE=CGI/1.1
HTTPS=off
HTTPS_KEYSIZE=
HTTPS_SECRETKEYSIZE=
HTTPS_SERVER_ISSUER=
HTTPS_SERVER_SUBJECT=
HTTP_ACCEPT=text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8
HTTP_ACCEPT_ENCODING=br,gzip
HTTP_ACCEPT_LANGUAGE=en-US,en;q=0.5
HTTP_CONNECTION=
HTTP_COOKIE=
HTTP_HOST=preview.dhsprogram.com
HTTP_REFERER=
HTTP_URL=/data/Dataset-Types.cfm
HTTP_USER_AGENT=CCBot/2.0 (https://commoncrawl.org/faq/)
LOCAL_ADDR=10.0.0.111
PATH_INFO=
PATH_TRANSLATED=C:\inetpub\wwwroot\dhs\data\Dataset-Types.cfm
QUERY_STRING=
REMOTE_ADDR=10.0.0.70
REMOTE_HOST=10.0.0.70
REMOTE_USER=
REQUEST_METHOD=GET
SCRIPT_NAME=/data/Dataset-Types.cfm
SERVER_NAME=preview.dhsprogram.com
SERVER_PORT=80
SERVER_PORT_SECURE=0
SERVER_PROTOCOL=HTTP/1.1
SERVER_SOFTWARE=Microsoft-IIS/10.0
WEB_SERVER_API=
Cookie Variables:
CSRFTOKEN=BF2DE9E5CD8B08D3FC88C802843D07623855766A
Request Parameters:
anonnoreadelements=
applockname=CS_App_Site1_1
archiveemail=archive@dhsprogram.com
assetsdir=/assets/
author_approve_whereclause=(VersionState = 2)
authormode=0
authorok=1
blupfront=
browser=Struct (13)
browserallincluded=1
cachefilesused=36
cachestatus=Complex type
cfflushcount=0
cgivars=Struct (49)
cloudfrontkeypairid=K3LSHNFSZFMIUC
cloudfronturl=d1vyaiefsqy4pf
constants=Complex type
cors.isCorsRequest=NO
cp=Struct (123)
cs_includedobjects=nwjs
cs_init_timings=Struct (23)
cs_isdashboardcmd=0
cs_request_start_memory=2214435448
cs_runningdashboardcmdcode=0
csrftoken=BF2DE9E5CD8B08D3FC88C802843D07623855766A
customcfupfront=
customerinfo=Complex type
customhead=1
customrenderhandlerpairs=
customsearch=Struct (11)
dbdsn=measure_db
debugstate=Struct (1)
dhspagesyncdata=Struct (1)
dhtmlmenuitemsprefetch=
disablehideformenus=0
dsource=dhs_legacy_live
editmode=0
element=Struct (42)
elementrundetail=Struct (0)
elementsrun=0
environment=Struct (5)
finalreportids=5,26,21,10,18,30,39
finalreportna=139,315,445,488,107,138,459,518
formattedtimestamp=2024-10-13 03:21:48
getghost=
hivbold=1,3,8,9
imageupfront=
imgdir=/images/
includerootdir=/
initialsiteid=1
initticks=1728789708583
jswarnmessage=
linkdataupfront_itempos=
linkdataupfront_itemtitle=
lockid=0
mainpage=Struct (84)
master_cfm_used=1
maxperms=Complex type
modeorderbyclause=VersionID Desc
modewhereclause=(VersionState = 2)
modewhereclause_page=(VersionState = 2)
multisectionupfront=
noauthorreason=
nocacheelementtypes=
nocacheheaderincluded=1
nondashboardincludedone=1
obcountires=EG,ZM
package=Struct (0)
page=Struct (84)
pagedata=Struct (1)
pagedhtmlitems=
pagedhtmlmenus=
pageperms=Complex type
pagesync=Struct (4)
params=Struct (4)
params_formfields=
params_urlfields=
previewmode=0
readmodewhereclause=(VersionState = 2)
renderedelements=Struct (0)
renderelementdata=Struct (0)
renderfordiff=0
renderforprint=0
renderstate=Struct (73)
req_cam_callcount=1
req_inittimestamp=2024-10-13 03:21:48.583
req_sequenceid=8262
req_startticks=1728789708583
rootdir=/
rootpath=
rooturldatasetadmin=https://preview.dhsprogram.com/data/dataset_admin
samesite_value=
scheduleupfront=
serverdatasource=commonspot-sites
sessionlockname=Session_1_D140BAAEE6E55D6FF786FA317D4AA0CD.cfusion
sessionstring=1_D140BAAEE6E55D6FF786FA317D4AA0CD.cfusion
sicupfront=
sicupfrontparam=
site=Struct (74)
siteid=1
standardrenderhandlers=
styleids=Struct (248)
stylenames=Struct (248)
subsite=Struct (0)
subsitecache=Struct (46)
subsitecachebysecuritypageid=Struct (46)
subsiteid=5
taiupfrontparam=
tbupfront=
tbupfrontparam=
templatecachestatus=Struct (1)
templaterootdir=/
timestamp={ts '2024-10-13 03:21:48'}
trustcachestatus=1
typefactory=Complex type
udslockname=CS_Customer_commonspot-users
updatingschemas=0
user=Struct (30)
usersdatasource=commonspot-users
wanterrorsrethrown=0
warnmessage=
xmlbrowser=Struct (13)
Server Variables:
ADF=Struct (15)
COMMONSPOT=Struct (44)
EMAILALERTKEY=C2d0WfyMqe4K39HASmncTw==
coldfusion=Struct (10)
os=Struct (5)
system=Struct (2)
Session Variables:
_csrf_token=BF2DE9E5CD8B08D3FC88C802843D07623855766A
adf=Struct (0)
authormode=0
contributemode=read
currentpageid=6013
debugmode=0
debugstate=Struct (1)
editmode=0
environment=Struct (5)
hasusertempfiles=0
language=Struct (216)
lastupdate=Struct (2)
lastuserupdate=1728789708599
lockid=0
lockobjectid=0
lockobjecttype=
locktype=
logintime=
ownedobjecttypes=
pendingapprovalpages=
pendingapprovals=
previewmode=0
requestedversioncounter=
requestedversiontimestamp=
sessionid=D140BAAEE6E55D6FF786FA317D4AA0CD.cfusion
sessionstring=1_D140BAAEE6E55D6FF786FA317D4AA0CD.cfusion
urltoken=CFID=9631295&CFTOKEN=4eed46c99a90be77-26F6F7D5-03A7-7434-336A7AB1CDB59110&jsessionid=D140BAAEE6E55D6FF786FA317D4AA0CD.cfusion
usagelist=
user=Struct (30)
xmlbrowser=Struct (13)
xmlenvironment=Struct (5)
Debug Rendering Time: 16 ms