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Digital Data Collection Demonstration. A comparison of two methodologies: digital and paper-based. Global Relief Technologies Proprietary and Confidential. Digital Data Collection Methodology. 4. Paper-Digital Hybrid Solution. In-Field VNOC. Paper Methodology. *. Collection. Analysis. - PowerPoint PPT Presentation
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AMERICAN INSTITUTES FOR RESEARCH
Digital Data Collection Digital Data Collection DemonstrationDemonstration
A comparison of two A comparison of two methodologies: digital and methodologies: digital and
paper-basedpaper-based
AMERICAN INSTITUTES FOR RESEARCHGlobal Relief Technologies Proprietary and Confidential
AMERICAN INSTITUTES FOR RESEARCH
AMERICAN INSTITUTES FOR RESEARCH
Digital Data Collection MethodologyDigital Data Collection Methodology
4
AMERICAN INSTITUTES FOR RESEARCH
Paper-Digital Hybrid Solution
In-Field VNOC
AMERICAN INSTITUTES FOR RESEARCH
Paper MethodologyPaper Methodology
Collection
Shipment
Digitization
Analysis
*
*Modification of collection not always possible
AMERICAN INSTITUTES FOR RESEARCH
Paper-based methodology Paper-based methodology overviewoverview
Steps: Printed, completed, shipped, Steps: Printed, completed, shipped, scanned, coded, analyzedscanned, coded, analyzed
Paper/pencil/hard-copies used for Paper/pencil/hard-copies used for capturing interview and survey data capturing interview and survey data
Data collectors hand write notes during Data collectors hand write notes during collection phase then type up final filescollection phase then type up final files
Hard/soft copies (shipped) to home office Hard/soft copies (shipped) to home office for intake then shipped to off-site scanning for intake then shipped to off-site scanning companycompany
Up to 12,000 pieces of paper produced per Up to 12,000 pieces of paper produced per country – includes surveys and interviewscountry – includes surveys and interviews
AMERICAN INSTITUTES FOR RESEARCH
Performance and costPerformance and costPerformancePerformance Efficiency – how well Efficiency – how well
it workedit worked Flexibility – how easy Flexibility – how easy
it was to useit was to use Time – how long it Time – how long it
took to prepare & took to prepare & deploydeploy
CostCost Paper - Printing, Paper - Printing,
shipping, scanningshipping, scanning Digital – Equipment, Digital – Equipment,
transmission, supporttransmission, support
AMERICAN INSTITUTES FOR RESEARCH
Field PerformanceField Performance - Digital - DigitalEfficiencyEfficiency Reduces (not eliminates) paper/pencil needs Reduces (not eliminates) paper/pencil needs
• 20,000 sheets of paper and 3000 sharpened pencils needed for 20,000 sheets of paper and 3000 sharpened pencils needed for Nicaragua Nicaragua
6 devices in one6 devices in one• Data logger, camera, camcorder, audio recorder, GPS, cell phone Data logger, camera, camcorder, audio recorder, GPS, cell phone
Data assessments, photos and audio automatically tagged and Data assessments, photos and audio automatically tagged and catalogues saves time in intake/cataloguing latercatalogues saves time in intake/cataloguing later
Near real-time security for data as it is transmittedNear real-time security for data as it is transmitted
FlexibilityFlexibility Adjustments made to forms in the field (e.g. adding new schools, new Adjustments made to forms in the field (e.g. adding new schools, new
fields to forms, etc 15 – 60 minutes)fields to forms, etc 15 – 60 minutes) Spot checking of data sets as they are collectedSpot checking of data sets as they are collected
TimeTime Instruments formatted for PDAs within a week of receiptInstruments formatted for PDAs within a week of receipt Speeds up data process via scanning (double sided) in the field and Speeds up data process via scanning (double sided) in the field and
not after not after • 30 - 45 minutes per school (100 student surveys, school/classroom 30 - 45 minutes per school (100 student surveys, school/classroom
observation forms = 126 sheets of paper)observation forms = 126 sheets of paper)
AMERICAN INSTITUTES FOR RESEARCH
AMERICAN INSTITUTES FOR RESEARCH
Field PerformanceField Performance - Paper - Paper
EfficiencyEfficiency• Notes on hard copy fast and easy to writeNotes on hard copy fast and easy to write• Inputting responses in non-sequential orderInputting responses in non-sequential order• Print quality varied – pages omitted, added – effects scanningPrint quality varied – pages omitted, added – effects scanning• Risk of losing data if papers go missingRisk of losing data if papers go missing
FlexibilityFlexibility• Sense of security with hard copiesSense of security with hard copies• Once printed, modification of instruments must be done manuallyOnce printed, modification of instruments must be done manually• Additional equipment needed for cameras and voice recordersAdditional equipment needed for cameras and voice recorders
TimeTime• Hard copies had to be received in the field at least 4 days prior to Hard copies had to be received in the field at least 4 days prior to
arrival for printingarrival for printing• Needed to be collated for each school prior to each visitNeeded to be collated for each school prior to each visit• Sent to HO, Scanning Company, Analysis, Reports (Sent to HO, Scanning Company, Analysis, Reports (4 weeks total after 4 weeks total after
field visitfield visit))
AMERICAN INSTITUTES FOR RESEARCH
Cost - DigitalCost - DigitalNicaragua Costs for one week deployment - $8,244Nicaragua Costs for one week deployment - $8,244 Equipment - $995Equipment - $995
• One Laptop; One Laptop; • Three PDAs;Three PDAs;• One BGAN Satellite terminal; One BGAN Satellite terminal; • One ScannerOne Scanner• RDMS Licenses for the PDAs and Virtual Network Operation Center RDMS Licenses for the PDAs and Virtual Network Operation Center
Transmission - $168Transmission - $168• Updating/refreshing instruments as neededUpdating/refreshing instruments as needed• Uploading data sets dailyUploading data sets daily• Accessing VNOCAccessing VNOC
Support - $7,075Support - $7,075• Prep before the visitPrep before the visit• Field 1 person/1 week Field 1 person/1 week • Expenses ($1080 – airfare, meals, lodgings)Expenses ($1080 – airfare, meals, lodgings)• GRT 24/7 Home office tech support included GRT 24/7 Home office tech support included • Post field supportPost field support
Two week deployment would be $10,975 plus expenses and additional transmissionTwo week deployment would be $10,975 plus expenses and additional transmission
Costs will decrease as GRT LOE decreases with increased familiarity with the systemCosts will decrease as GRT LOE decreases with increased familiarity with the system
AMERICAN INSTITUTES FOR RESEARCH
Cost - PaperCost - Paper PrintingPrinting
• Nicaragua - $790Nicaragua - $790 Ranges from up to $3,500 (Nigeria)Ranges from up to $3,500 (Nigeria)
• Suitcases and containers neededSuitcases and containers needed• Sharpened pencils requiredSharpened pencils required
ShippingShipping• Nicaragua - $0Nicaragua - $0
To U.S. varies for each country ranging from $0 - $3KTo U.S. varies for each country ranging from $0 - $3K• To scanning company ($70/country)To scanning company ($70/country)
Scanning Scanning • Nicaragua - $1,500Nicaragua - $1,500
$.58 survey up to 126/school = $73/school or $1,827/country$.58 survey up to 126/school = $73/school or $1,827/country Includes student, teacher and director surveys Includes student, teacher and director surveys Does not include observation and qualitative data and school records dataDoes not include observation and qualitative data and school records data
Total Cost for Nicaragua - $2,290Total Cost for Nicaragua - $2,290 Total Cost Average for UNICEF CFS - $5,827Total Cost Average for UNICEF CFS - $5,827
AMERICAN INSTITUTES FOR RESEARCH
Value added proposition of DigitalValue added proposition of Digital
Data SecurityData Security – Data back-ups start from the first – Data back-ups start from the first transmission and all data is backed up and secured at AIR transmission and all data is backed up and secured at AIR Hqs before the project team leaves the country. Hqs before the project team leaves the country.
Real-time Monitoring CapabilityReal-time Monitoring Capability – AIR and customer can – AIR and customer can monitor the progress of the collections effort, validate the monitor the progress of the collections effort, validate the integrity of the data and identify issues with regards to integrity of the data and identify issues with regards to collections instruments or collectors while the teams are collections instruments or collectors while the teams are still in-country. still in-country.
FlexibilityFlexibility – If an issue with an instrument is identified, – If an issue with an instrument is identified, data collections forms on the PDA can be dynamically data collections forms on the PDA can be dynamically updated via the web to reflect the updated instrument updated via the web to reflect the updated instrument while collectors are still in the field and in country. while collectors are still in the field and in country.
Reduction of Logistics ComplexitiesReduction of Logistics Complexities – Use of the PDAs – Use of the PDAs and digitized instruments could significantly decrease and digitized instruments could significantly decrease logistics complexities and burden associated with a paper logistics complexities and burden associated with a paper based instrumentsbased instruments
AMERICAN INSTITUTES FOR RESEARCH
Conclusions - DigitalConclusions - Digital• StrengthsStrengths
Changes to research questions (e.g. Architecture to school safety) Changes to research questions (e.g. Architecture to school safety) can happen on the fly to all instrumentscan happen on the fly to all instruments
Combo of 6 devices in one: GPS tagging schools, cellular/photo Combo of 6 devices in one: GPS tagging schools, cellular/photo capabilities Intake cataloguing and organizing of files is automaticcapabilities Intake cataloguing and organizing of files is automatic
Rapid, near real-time reportingRapid, near real-time reporting Data review while in the field allows for adjustments if neededData review while in the field allows for adjustments if needed Data secured upon transmittalData secured upon transmittal Can be set to require answers for all or some questions to avoid Can be set to require answers for all or some questions to avoid
blank fieldsblank fields Illegible handwriting avoidedIllegible handwriting avoided Nearly instantaneous digitization, quasi-analysis and quasi-Nearly instantaneous digitization, quasi-analysis and quasi-
reporting greatly reduces duration of studyreporting greatly reduces duration of study
• WeaknessesWeaknesses More conducive to quantitative close ended questionsMore conducive to quantitative close ended questions
• (multiple choice or number formats are best e.g. number of kids in (multiple choice or number formats are best e.g. number of kids in classroom)classroom)
Respondents limited to number of PDAs (100 students surveyed in Respondents limited to number of PDAs (100 students surveyed in each school)each school)
Learning and comfort curve required for effective useLearning and comfort curve required for effective use
AMERICAN INSTITUTES FOR RESEARCH
Conclusions – Paper basedConclusions – Paper based• StrengthsStrengths
High comfort levelHigh comfort level Qualitative/text interface Qualitative/text interface
• WeaknessesWeaknesses Numbers of copies needed not known until at schoolsNumbers of copies needed not known until at schools Hard copies must be clean (no “dog ears”), legible and on 60 lb Hard copies must be clean (no “dog ears”), legible and on 60 lb
paper for effective scanningpaper for effective scanning Large/suitcases/water proof containers needed to be purchased for Large/suitcases/water proof containers needed to be purchased for
internal transport of hard copiesinternal transport of hard copies 135 sharpened pencils required per school (135x25=3,375 average 135 sharpened pencils required per school (135x25=3,375 average
pencils per country)pencils per country) Changes on the fly difficult to make to instruments (e.g. changing Changes on the fly difficult to make to instruments (e.g. changing
“grupos minorias” to “grupos ethnicos”) – need to be noted and “grupos minorias” to “grupos ethnicos”) – need to be noted and rememberedremembered
Handwriting of respondents/data collectors sometimes illegibleHandwriting of respondents/data collectors sometimes illegible Questions sometimes unansweredQuestions sometimes unanswered Shipping outpost not always availableShipping outpost not always available Data vulnerable to being lost or damaged until digitizedData vulnerable to being lost or damaged until digitized Intake of data was time consumingIntake of data was time consuming Several weeks required for digitization, analysis and reportingSeveral weeks required for digitization, analysis and reporting