Function reference • HighFrequencyChecks

Pro-active actions - Enumerators rigorous work standards

assessmentDuration(): Compute the average and total time for the surveys

assessmentDurationOutliers(): Report the outlier durations for the surveys

enumeratorIsLazy(): Check the enumerators who pick up less than X answers per specific question

isInterviewCompleted(): Check that all interviews were completed

isInterviewWithConsent(): Check that all surveys have consent

surveyMissingValues(): Report the percentage of missing values (NA) per fields

surveyDistinctValues(): Number of distinct values (not missing) per fields

surveyOtherValues(): List of other distinct values (not missing) per fields other with count

surveyOutliers(): Report the outlier values for all numerical field

surveyBigValues(): Report the values greater than a specified value per specified fields

surveySmallValues(): Report the values lower than a specified value per specified fields

enumeratorErrorsSummary(): Create a dashboard displaying the number of errors by enumerators

Pro-active actions - Enumerators productivity

assessmentProductivity(): Summary of daily average productivity

assessmentDailyValidSurveys(): Daily number of filled forms per consent status

assessmentInterviewTime(): Daily number of filled forms per consent status

enumeratorSurveysConsent(): Percentage of non-completed interviews by enumerator

enumeratorSurveysDuration(): Check the average interview duration by enumerator

enumeratorProductivity(): Check the number of Interview by enumerator

enumeratorProductivityOutliers(): Check the enumerators with very low or high productivity

Corrective actions - Correct set-up of data collection devices and encoding of the forms

isuniquerespondantIDDuplicated(): Duplicates in unique ID

isuniquerespondantIDMissing(): Missing unique ID

isSurveyOnMoreThanADay(): Surveys that do not end on the same day as they started

isSurveyEndBeforeItStarts(): Surveys where end date/time is before the start date/time

isSurveyMadeInTheFuture(): Surveys that have start date/time after system date

Corrective actions - Data collected according the plan

isSurveyStartedBeforeTheAssessment(): Surveys that show start date earlier than first day of data collection

isInterviewTooShort(): Check that the duration of each interview is more than a threshold

isInterviewTooShortForTheHouseholdSize(): Check that the duration relative to the household size of each interview is more than a threshold

isInterviewInTheCorrectSite(): GIS check surveys for site

isInterviewAtTheSamplePoint(): GIS check surveys if fall without Xm radius from a sampled point

assessmentTrackingSheet(): Overall tracking sheet

Graphical User Interface

run_app(): Run the Shiny Application