## Data Quality and Use

One of the primary goals of The DHS Program is to produce high-quality data and make it available for analysis in a coherent and consistent form. However, national surveys in developing countries are prone to incomplete or partial reporting of responses. Additionally, complex questionnaires inevitably allow scope for inconsistent responses to be recorded for different questions. For the analyst this results in a data file containing incomplete or inconsistent data, complicating the analysis considerably.

In order to avoid these problems, The DHS Program has adopted a policy of editing and imputation which results in a data file that accurately reflects the population studied and may be readily used for analysis. Primary data quality policies include:

For additional information, see the documents Guide to DHS Statistics and DHS Editing and Imputation located in Data Tools and Manuals.

### Missing Values and Other Exceptions

During processing of the survey data and in the survey final reports, there are specific rules on how to deal with missing values and other special circumstances. Knowing these rules helps data users and analysts make sense of the survey data.

A "missing value" is defined as a variable that should have a response, but does not have a response — either because the question
was not asked (due to interviewer error) or the respondent did not want to answer. The general rule for the survey data processing is that under no circumstances should an answer be made up. Instead, a missing value is assigned in the data file. In the final report, the way the missing values are handled varies depending on whether the table shows 1) a percent distribution or 2) individual cell percentages of respondents that do not sum to 100 percent.  For tables presenting a percent distribution that sums to 100 percent, missing values are shown when they account for at least 1 percent of cases in any row.  When missing values account for less than 1 percent of the distribution in every row, it depends on the author whether they are shown or not. For tables showing individual cell percentages of respondents, rows of missing values are not shown.

Other special responses and codes are: “inconsistent,” “don’t know,” and “blank” (or "not applicable.") “Missing,” “inconsistent,” “don’t know,” and “blank” codes are excluded when calculating statistics such as means or medians; otherwise they are treated as real values.

### Sampling Weights

In a survey, sampling weights are adjustment factors applied to each case in tabulations to adjust for differences in probability of selection and interview between cases in a sample, either due to design or happenstance.

In a nationally representative survey, many times the sample is selected with unequal probability to expand the number of cases available for certain areas or subgroups for which statistics are needed. In this case, weights need to be applied when tabulations are made to produce the proper representation.

### Median Calculations

There are four different types of median calculations in the survey statistics, and results vary according to the type of variable being analyzed.

(1) Medians for completed time periods: These are medians for variables such as intervals between events or ages calculated at different events. For example, current age, age at first union, and age at sterilization in the DHS belong to this category. Medians for this type of variables take into consideration that ages are given in completed years. A respondent who is currently 20 years old could be somewhere between 20 years and 1 day old or 20 years and 364 days old.

(2) Medians for continuous variables: These are medians for variables such as children’s weight at birth or any other type of measurement in a continuous scale.

(3) Medians for discrete variables: These types of medians apply to variables where the only possible values are discrete values. Examples include: number of children or number of prenatal care visits by the woman. A respondent can only have one, two, or any integer number of children. It is not possible to have 2.3 children.

(4) Medians using the current status data: These types of medians are calculated for variables where 100 or close to 100 percent of the population have that characteristic at the beginning of an event and the percentages diminish as time passes by. For example, 100 percent of children do not know how to walk at birth. As time progresses, some children begin to walk, and there is an age (in months) where 50 percent or more of the children learn to walk.

### Other Tools of Demography

Rates: The frequency of demographic events in a population in a specified time period. Rates tell how frequently an event is occurring – how common it is. Crude rates are rates computed for an entire population. Specific rates are rates computed for a specific subgroup, usually the population at risk of having the event occur (for example, General Fertility Rate: births per 1,000 women age 15-49 years). Thus, rates can be age-specific, race-specific, occupation-specific, and so on.

Ratio: The relation of one population subgroup to another subgroup in the same population; that is, one subgroup divided by another (for example, sex ratio: 102 males per 100 females).

Proportion: The relation of a population subgroup to the entire population; that is, a population subgroup divided by the entire population (for example, the proportion urban: 26.7 percent of the population).

### All Women Factors (DHS and AIS Surveys Only)

All women factors are used in the DHS and AIS surveys to adjust ever-married women samples in order to estimate statistics based on all women.

These factors are as follows:

• Coverage: All women factors are specific for individual years of age and specific for the particular subgroup to be estimated (e.g., there are two sets of factors by type of area: one for urban areas and one for rural areas).
• Numerator: Number of all de facto women
• Denominator: Number of de facto ever-married women.

### Wealth Index (DHS and AIS Surveys Only)

The Wealth Index was introduced in the DHS and AIS surveys and is presented in the Final Reports as a background characteristic. Information on the wealth index is based on data collected in the Household Questionnaire on household assets. This questionnaire includes questions concerning the household's ownership of a number of consumer items such as a television and car; dwelling characteristics such as flooring material; type of drinking water source; toilet facilities; and other characteristics that are related to wealth status.

Each household asset for which information is collected is assigned a weight or factor score generated through principal components analysis. The resulting asset scores are standardized in relation to a standard normal distribution with a mean of zero and a standard deviation of one. These standardized scores are then used to create the break points that define wealth quintiles as: Lowest, Second, Middle, Fourth, and Highest.

Each household is assigned a standardized score for each asset, where the score differs depending on whether or not the household owned that asset (or, in the case of sleeping arrangements, the number of people per room). These scores are summed by household, and individuals are ranked according to the total score of the household in which they reside. The sample is then divided into population quintiles -- five groups with the same number of individuals in each.

A single asset index is developed on the basis of data from the entire country sample and used in all the tabulations presented. Separate asset indices are not prepared for rural and urban population groups on the basis of rural or urban data, respectively.

Wealth quintiles are expressed in terms of quintiles of individuals in the population, rather than quintiles of individuals at risk for any one health or population indicator. This approach to defining wealth quintiles has the advantage of producing information directly relevant to the principal question of interest, for example, the health status or access to services for the poor in the population as a whole. This choice also facilitates comparisons across indicators for the same quintile, since the quintile denominators remain unchanged across indicators. However, some types of analysis may require data for quintiles of individuals at risk.

All health, nutrition and population indicators are calculated after applying the sampling weights so that the resulting numbers are generalizable to the total population. For each indicator in these tables, the total or population average presented is the weighted sum of the quintile values for that indicator, where the weight assigned to each quintile value is the proportion of the total number of individuals at risk in that quintile. The total value for indicators produced by this weighting scheme are representative of the total population, as they take into account the fact that the numbers of individuals at risk may vary across wealth quintiles. Similarly, each quintile value itself can be reproduced as a weighted average of urban/rural rates (weighted by proportions urban/rural) or the male/female rates (weighted by the proportion male/female). As a result of this weighting scheme, the population average for a given indicator presented in the tables will usually differ from a simple mean of the population subgroups.

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 2018,0,07,316715 Template /data/Data-Quality-and-Use.cfm Time Stamp 17-Oct-21 11:57 AM Locale English (US) User Agent CCBot/2.0 (https://commoncrawl.org/faq/) Remote IP 3.237.16.210 Host Name 3.237.16.210

Execution Time

red = over 250 ms average execution time

SQL Queries

get (Datasource=dhs_legacy_live, Time=2ms, Records=217) in C:\inetpub\wwwroot\dhs\custom-application.cfm @ 11:57:28.028
    	SELECT lang_text_var, lang_text_en
FROM dataset_lang_dictionary

CacheInfo (Datasource=commonspot-site-dhs, Time=3ms, Records=51) in C:\inetpub\wwwroot\commonspot\components\cache\cache-status.cfc @ 11:57:28.028
			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) = 5367 Parameter #3(CF_SQL_INTEGER) = 0 Parameter #4(CF_SQL_INTEGER) = 1 
GetPageRec (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\verify-stub-data.cfm @ 11:57:28.028
		SELECT *
FROM SitePages
WHERE ID=?
AND AudienceID=0

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
GetPageRec (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\build-and-write-stub.cfm @ 11:57:28.028
	SELECT *
FROM SitePages
WHERE ID=? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
inheritedCacheSettings (Datasource=commonspot-site-dhs, Time=1ms, Records=3) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
		SELECT StaleCacheMaxKeepTime,DynamicContentCacheKeepTime
FROM SitePages
WHERE (ID IN (?,?,?))
ORDER BY ID

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 2352 
GetBaseTemplateSubSiteID (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
		SELECT DISTINCT SitePages.SubSiteID
FROM SitePages, Subsites
WHERE SitePages.SubSiteID = Subsites.ID

AND Subsites.ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 
qParentTemplateInfo (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
			SELECT PageType
FROM SitePages
WHERE ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 2352 
qry (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\core.cfm @ 11:57:28.028
					SELECT SubsiteID
FROM SitePages
WHERE ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
testQuery (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\generated-validators.cfm @ 11:57:28.028
		SELECT ID
FROM SitePages
WHERE ID = ?
AND (PageType IN (0,1,2,8,6,3,11,14,15))

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
qryKeywords (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\components\keywords-tags\keywords-tags-base.cfc @ 11:57:28.028
		SELECT OriginalString AS Word
, KeywordType As KeywordTypeID

FROM ObjectKeywords
WHERE ObjectID = ?
AND KeywordType = ?
ORDER BY Position, OriginalString

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 Parameter #2(CF_SQL_TINYINT) = 0 
GetRenderOptions (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
			SELECT GeneralCategories.Category, RenderOptions.PageID
FROM RenderOptions, GeneralCategories
WHERE GeneralCategories.ID = RenderOptions.CategoryID
AND GeneralCategories.CategoryTypeID = ?
AND (RenderOptions.PageID IN (?,?,?,?))
ORDER BY RenderOptions.PageID Desc

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 12 Parameter #2(CF_SQL_INTEGER) = 1 Parameter #3(CF_SQL_INTEGER) = 2 Parameter #4(CF_SQL_INTEGER) = 5367 Parameter #5(CF_SQL_INTEGER) = 2352 
getPageInfo (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\metadata\build-struct.cfm @ 11:57:28.028
	SELECT PageType, SubSiteID, CategoryID, InheritedTemplateList, DocType, Uploaded
FROM SitePages
WHERE ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
FormData (Datasource=commonspot-site-dhs, Time=22ms, Records=15) in C:\inetpub\wwwroot\commonspot\metadata\build-struct.cfm @ 11:57:28.028
	SELECT Data_FieldValue.PageID, Data_FieldValue.FieldValue, FormInputControl.FieldName, FormInputControl.type, FormControl.FormName,
FormControl.ID AS FormControlID, FormInputControl.ID AS ficID,
Data_FieldValue.MemoValue, Data_FieldValue.listid, FormInputControl.params AS fieldParams

FROM FormInputControl,FormControl,FormInputControlMap,Data_FieldValue,FormControlMap
WHERE (Data_FieldValue.PageID IN (?,?,?,?))
AND Data_FieldValue.FieldID = FormInputControl.ID
AND Data_FieldValue.FormID = FormControl.ID
AND FormInputControl.ID = FormInputControlMap.FieldID
AND FormControl.ID = FormInputControlMap.FormID
AND FormControl.ID = FormControlMap.FormID

AND (

(
(FormControlMap.ClassConstant = 4)

AND (FormControlMap.ClassID IN (?,?))
)

OR (
(FormControlMap.ClassConstant = 1)
AND ( (FormControlMap.ClassID IN (?,?,?)) )
)

OR (
(FormControlMap.ClassConstant = 2)
AND (FormControlMap.ClassID = ?)
)

)

ORDER BY PageID DESC, FormControl.ID, FormInputControl.ID

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 1 Parameter #6(CF_SQL_INTEGER) = 5 Parameter #7(CF_SQL_INTEGER) = 1 Parameter #8(CF_SQL_INTEGER) = 2 Parameter #9(CF_SQL_INTEGER) = 2352 Parameter #10(CF_SQL_INTEGER) = 9 
NamedClasses (Datasource=commonspot-site-dhs, Time=1ms, Records=2) in C:\inetpub\wwwroot\commonspot\style\load-page-classes.cfm @ 11:57:28.028
	SELECT *
FROM Data_ClassNames
WHERE (PageID IN (?,?,?,?))
AND VersionState = ?
AND OutputTypeID = 0
ORDER BY PageID DESC, ControlID DESC

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 2 
StyleSheetGroups (Datasource=commonspot-site-dhs, Time=1ms, Records=2) in C:\inetpub\wwwroot\commonspot\utilities\set-style-vars.cfm @ 11:57:28.028
		SELECT *
FROM Data_StyleSheetGroups
WHERE (PageID IN (?,?,?,?))
AND VersionState = ?
ORDER BY PageID DESC, ItemPos ASC

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 2 
PageStyleSheets (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\set-style-vars.cfm @ 11:57:28.028
		SELECT *
FROM Data_StyleSheets
WHERE (PageID IN (?,?,?,?))
AND ControlID = ?
AND VersionState = ?
ORDER BY PageID DESC, ItemPos

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 3474 Parameter #6(CF_SQL_INTEGER) = 2 
CheckCustomRender (Datasource=commonspot-site-dhs, Time=0ms, Records=22) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
		SELECT *
FROM Data_Custom_Render
WHERE (PageID IN (?,?,?,?))
AND VersionState >= ?
AND ModuleID <> 0

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 1 Parameter #2(CF_SQL_INTEGER) = 2 Parameter #3(CF_SQL_INTEGER) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 2 
SecurityRecords (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\utilities\populate-page.cfm @ 11:57:28.028
	SELECT DISTINCT ControlID
FROM ItemSecurity
WHERE PageID = ?
AND ApplyTo = 0 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
ParentTemplateInfo (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\utilities\write-stub.cfm @ 11:57:28.028
		SELECT SubsiteID,Filename,PageType
FROM SitePages
WHERE ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 2352 
PagePermissions (Datasource=commonspot-site-dhs, Time=0ms, Records=0) in C:\inetpub\wwwroot\commonspot\components\cache\item-security-cache.cfc @ 11:57:28.028
			SELECT *
FROM ItemSecurity
WHERE PageID = ?
AND ApplyTo = 0 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
SelectedCustomRenderElements (Datasource=commonspot-site-dhs, Time=1ms, Records=22) in C:\inetpub\wwwroot\commonspot\set-page-vars.cfm @ 11:57:28.028
		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) = 5367 Parameter #4(CF_SQL_INTEGER) = 2352 Parameter #5(CF_SQL_INTEGER) = 2 
Request.PageData.PageParams (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\render-page-meat.cfm @ 11:57:28.028
			SELECT *
FROM Param_Page
WHERE (PageID=5367 OR (PageID IN (2352,2,1) AND (VersionState = 2)))
AND VersionState=2
ORDER BY PageID DESC

qry (Datasource=commonspot-site-dhs, Time=1ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\core.cfm @ 11:57:28.028
					SELECT SubsiteID
FROM SitePages
WHERE ID = ? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
testQuery (Datasource=commonspot-site-dhs, Time=0ms, Records=1) in C:\inetpub\wwwroot\commonspot\udf\validation\generated-validators.cfm @ 11:57:28.028
		SELECT ID
FROM SitePages
WHERE ID = ?
AND (PageType IN (0,1) AND Uploaded=0)

Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 5367 
qry (Datasource=commonspot-site-dhs, Time=1ms, Records=0) in C:\inetpub\wwwroot\commonspot\commands\livebookmarks.cfc @ 11:57:28.028
		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) = 5367 Parameter #2(CF_SQL_INTEGER) = 11 
CacheUpdate (Datasource=commonspot-site-dhs, Time=2ms, Records=1) in C:\inetpub\wwwroot\commonspot\components\cache\cache-status.cfc @ 11:57:29.029
					UPDATE ElementInstance
SET CacheFormat=?,
CacheValidUntil=?,
ContentValidUntil=?,
DataPageID=?,
DependentObjectID=?,
DynamicStatus=?,
HasChildren=?,
HasData=?,
HasDynamicContent=?,
IndexStatus=?,
IsDeviceDependent=?,
ParamPageID=?,
PrintStatus=?,
ShareStatus=?,
ConflictList=?
WHERE ServerID=?
AND SubsiteID=?
AND PageID=?
AND ControlID=?
AND CacheLevel=?
AND IsWIP=? 
Query Parameter Value(s) - Parameter #1(CF_SQL_INTEGER) = 0 Parameter #2(CF_SQL_VARCHAR) = 2121-10-17 11:57:28 Parameter #3(CF_SQL_VARCHAR) = 2121-10-17 11:57:28 Parameter #4(CF_SQL_INTEGER) = 0 Parameter #5(CF_SQL_INTEGER) = 0 Parameter #6(CF_SQL_VARCHAR) = Parameter #7(CF_SQL_INTEGER) = 0 Parameter #8(CF_SQL_INTEGER) = 1 Parameter #9(CF_SQL_INTEGER) = 2 Parameter #10(CF_SQL_INTEGER) = 0 Parameter #11(CF_SQL_INTEGER) = 0 Parameter #12(CF_SQL_INTEGER) = 0 Parameter #13(CF_SQL_INTEGER) = 0 Parameter #14(CF_SQL_INTEGER) = 0 Parameter #15(CF_SQL_VARCHAR) = Parameter #16(CF_SQL_INTEGER) = 1 Parameter #17(CF_SQL_INTEGER) = 5 Parameter #18(CF_SQL_INTEGER) = 5367 Parameter #19(CF_SQL_INTEGER) = 0 Parameter #20(CF_SQL_INTEGER) = 2 Parameter #21(CF_SQL_INTEGER) = 0 

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
applicationname=site1
blogcache=Struct (4)
cachedimages=Struct (20)
cacheinfocache=Struct (51)
confidentiality=Array (5)
controlinstance_toplevel_cache=Struct (126)
covid_articlecount=6
covid_newsarticlecount=24
covid_pressreleasecount=4
covid_pubcount=2
cs_element_cache=Struct (0)
cs_resourcesmissing=Struct (0)
cs_rewriterulescache=Struct (21)
cs_subsitecachemanager=Struct (28)
customerscope=Struct (18)
custommodulecache=Struct (21)
defaultconfidentiality=2
dhspagesyncdata=Struct (1)
itemsecuritycache=Struct (31)
languagenames=Struct (51)
languages=Struct (51)
lastknownchange=Struct (18)
lastupdate=Struct (14)
pendingstubrequests=Struct (0)
search_archive_next_clean=2021-10-17 17:16:40
search_orphan_next_clean=2021-10-17 17:16:41
serverstatus=Struct (1)
site=Struct (71)
sitescope=Struct (9)
styleids=Struct (248)
stylenames=Struct (248)
subsitecache=Struct (44)
subsitecachebysecuritypageid=Struct (44)
taxonomy=Struct (2)
templatecache=Struct (28)
templatedefaultsecuritycache=Struct (60)
templateenforcedsecuritycache=Struct (60)
treecache=Struct (25)
typefactory=Complex type

CGI Variables:
AUTH_TYPE=
AUTH_USER=
CERT_FLAGS=
CERT_ISSUER=
CERT_KEYSIZE=256
CERT_SECRETKEYSIZE=2048
CERT_SERIALNUMBER=
CERT_SERVER_ISSUER=C=US, S=Illinois, L=Chicago, O="Trustwave Holdings, Inc.", CN="Trustwave Organization Validation SHA256 CA, Level 1", E=ca@trustwave.com
CERT_SERVER_SUBJECT=CN=*.dhsprogram.com, O=ICF International, L=Fairfax, S=Virginia, C=US
CERT_SUBJECT=
CF_TEMPLATE_PATH=C:\inetpub\wwwroot\dhs\data\Data-Quality-and-Use.cfm
CONTENT_LENGTH=0
CONTENT_TYPE=
CONTEXT_PATH=
GATEWAY_INTERFACE=CGI/1.1
HTTPS=on
HTTPS_KEYSIZE=256
HTTPS_SECRETKEYSIZE=2048
HTTPS_SERVER_ISSUER=C=US, S=Illinois, L=Chicago, O="Trustwave Holdings, Inc.", CN="Trustwave Organization Validation SHA256 CA, Level 1", E=ca@trustwave.com
HTTPS_SERVER_SUBJECT=CN=*.dhsprogram.com, O=ICF International, L=Fairfax, S=Virginia, C=US
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=Keep-Alive
HTTP_HOST=preview.dhsprogram.com
HTTP_REFERER=
HTTP_URL=/data/Data-Quality-and-Use.cfm
HTTP_USER_AGENT=CCBot/2.0 (https://commoncrawl.org/faq/)
PATH_INFO=
PATH_TRANSLATED=C:\inetpub\wwwroot\dhs\data\Data-Quality-and-Use.cfm
QUERY_STRING=
REMOTE_HOST=3.237.16.210
REMOTE_USER=
REQUEST_METHOD=GET
SCRIPT_NAME=/data/Data-Quality-and-Use.cfm
SERVER_NAME=preview.dhsprogram.com
SERVER_PORT=443
SERVER_PORT_SECURE=1
SERVER_PROTOCOL=HTTP/1.1
SERVER_SOFTWARE=Microsoft-IIS/10.0
WEB_SERVER_API=

Cookie Variables:
CFID=1568475
CFTOKEN=c571c86dcec190d7-8D2336B9-BE83-73D1-3B2BC600CD8DE237

Request Parameters:
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=43
cachestatus=Complex type
cfflushcount=0
cgivars=Struct (49)
constants=Complex type
cors.isCorsRequest=NO
cp=Struct (124)
cs_includedobjects=nwjs
cs_init_timings=Struct (23)
cs_isdashboardcmd=0
cs_runningdashboardcmdcode=0
customcfupfront=
customerinfo=Complex type
customrenderhandlerpairs=
customsearch=Struct (11)
dbdsn=measure_db
debugstate=Struct (1)
dhspagesyncdata=Struct (1)
dsource=dhs_legacy_live
editmode=0
element=Struct (41)
elementrundetail=Struct (0)
elementsrun=0
environment=Struct (5)
finalreportids=5,26,21,10,18,30,39
finalreportna=139,315,445,488,107,138
formattedtimestamp=2021-10-17 11:57:28
getghost=
hivbold=1,3,8,9
ignoreauthuser=0
imageupfront=
imgdir=/images/
includerootdir=/
initialsiteid=1
initticks=1634471848243
jswarnmessage=
lockid=0
mainpage=Struct (86)
master_cfm_used=1
maxperms=Complex type
modeorderbyclause=VersionID Desc
modewhereclause=(VersionState = 2)
modewhereclause_page=(VersionState = 2)
multisectionupfront=
noauthorreason=
nocacheelementtypes=
nondashboardincludedone=1
obcountires=EG,ZM
package=Struct (0)
page=Struct (85)
pagedata=Struct (1)
pagedhtmlitems=
pageperms=Complex type
pagesync=Struct (4)
params=Struct (4)
parentisbasetemplate=0
parenttemplate=Struct (3)
previewmode=0
rebuilt_stubs=
renderedelements=Struct (0)
renderelementdata=Struct (0)
renderfordiff=0
renderforprint=0
renderstate=Struct (72)
req_cam_callcount=1
req_inittimestamp=2021-10-17 11:57:28.236
req_sequenceid=9580
req_startticks=1634471848236
rootdir=/
rootpath=
scheduleupfront=
serverdatasource=commonspot-sites
sessionlockname=Session_1_A2C458A9EA9B86953A3D1A6B6F4B5ED9.cfusion
sessionstring=1_A2C458A9EA9B86953A3D1A6B6F4B5ED9.cfusion
sicupfront=
sicupfrontparam=
site=Struct (71)
siteid=1
standardrenderhandlers=
styleids=Struct (248)
stylenames=Struct (248)
subsite=Struct (0)
subsitecache=Struct (44)
subsitecachebysecuritypageid=Struct (44)
subsiteid=5
taiupfrontparam=
tbupfront=
tbupfrontparam=
templatecachestatus=Struct (1)
templaterootdir=/
timestamp={ts '2021-10-17 11:57:28'}
trustcachestatus=1
typefactory=Complex type
udslockname=CS_Customer_commonspot-users
updatingschemas=0
user=Struct (27)
usersdatasource=commonspot-users
wanterrorsrethrown=0
warnmessage=
xmlbrowser=Struct (13)

Server Variables:
COMMONSPOT=Struct (40)
coldfusion=Struct (10)
os=Struct (5)
system=Struct (2)

Session Variables:
authormode=0
currentpageid=5367
debugmode=0
debugstate=Struct (1)
editmode=0
hasusertempfiles=0
language=Struct (216)
lastupdate=Struct (2)
lastuserupdate=1634471848249
lockid=0
lockobjectid=0
lockobjecttype=
locktype=