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Automated data capture

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Title: Automated data capture


1
Automated data capture solutions for Census
2
Data Capture Options
  • Advantages
  • Disadvantages

3
2) Data Capture technologies available from DRS
Optical Mark Reading (OMR) Option
  • Advantages
  • Very accurate very high speed.
  • Costs are predictable and defined
  • Realistic overall hourly data capture
    processing speeds of the order of 4,000 OMR forms
    an hour.
  • Disadvantages
  • requires specially printed forms and special
    scanners, tick box response are not suited to all
    types of questions.
  • need trained enumerators to complete the form.

4
2) Data Capture technologies available from DRS
Intelligent Character Recognition (ICR) Option
  • Advantages Forms designed for ICR relatively
    easy to fill in locally printed forms can be used
  • ICR works well with numeric characters
  • Disadvantages
  • Does not work as well with alphabetic responses
  • ICR software is not able to recognise all
    handwriting, and is not always reliable in its
    recognition process
  • needs to be a great deal of manual intervention
    when the recognition falls below certain
    predefined standards of certainty.
  • not easy to accurately predict the timescale or
    the costs of the data capture process.
  • ICR software and the necessary computer
    infrastructure can be expensive. High calibre IT
    staff are required to support the ICR system

5
2) Capture technologies available from DRS
OMR, ICR Image Option Data
  • Advantages Combines the benefits of
    traditional OMR technology with the potential
    of using the latest ICR techniques.
  • An image archive of all census forms scanned is
    automatically created.
  • A reliable and predictable outcome can be
    achieved from a given investment in these
    techniques
  • Disadvantages This technique still needs
    specially printed forms.

6
DRS PS900 a Desktop scanner (Show Video)
7
Images
IMAGES USED FOR KEY CORRECTING THE DATA FROM
BADLY/ WRONGLY FILLED OUT FORMS
Scan folder
image/data base of all census forms
Merge operation/ data completion
OMR Barcode data
SQL DB
Census database
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  • Validation Correction

13
Resident status must be filled with numeric
response
Operator enters required response based upon
residence rules
Operator is reminded that Resident status must be
filled with numeric response
14
Operator is reminded that age must be filled
with correct numeric response, gt indicates too
many marks
15
Operator enters 2 as it can be clearly seen
that the correct age is 27
16
The name here indicates the sex
Here the mark in the sex box has missed the box
so that OMR tick not captured, operator enters 1
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Type of residence not ticked Operator enters
assumed type of residence, based upon
geographical location or instructions from
supervisor
19
1) Define your Objectives in best Practice
in Data Capture
  • Speed
  • Accuracy
  • Security

20
2) Which Scanning Technology should be
selected?
  • The choices
  • OMR
  • ICR
  • or OMR/ICR/Keying combination
  • Use a scanning solution which is appropriate for
    you

21
2) Which Scanning Technology should be
selected?
  • Scanners with a heavy duty metal construction, 24
    hour duty cycle
  • Open paper path with an ability to detect and
    prevent double feeds

22
2) Which Scanning Technology should be
selected?
  • Easy to replace consumables
  • Scanners designed for hot humid climate and
    geography
  • Scanners which can be operated and maintained by
    your staff

23
3) On what basis should a data capture supplier
be chosen?
  • Select supplier offering
  • Combined solution of forms and scanners for
    census
  • Track record in International census

24
4)How should Forms be designed?
  • Design your form in collaboration with
    technology provider
  • Census forms need to be designed precisely and
    with enumerator task in mind
  • Finalise the form design in good time in advance
    of census

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5) Printing forms?
  • Print forms with sequential unique barcode
  • Print on suitable paper and use correct inks

27
Scenario
6) What speed benefits can be expected by using
scanning?
1 million formsData to be captured in one month
28
1 million forms
6) What speed benefits can be expected by using
scanning?
  • Keying
    OMR
  • 7,200 keystrokes/ hr 3,000 forms
    /hr
  • 360 forms 8 hour day 24,000 forms day
  • 1,800 forms per week 120,000 forms/week
  • 7,200 forms per month 480,000 forms/month
  • 139 operators 3 PS900s

29
7)What purpose has the Pilot Census?
  • An opportunity to experience the technology
    trial your systems, test your training, staff and
    data capture infrastructure
  • Implement necessary changes for main census

30
9) filling in of forms
  • Fill in the forms
  • correctly!

31
9) filling in of forms
  • Training of enumerators is fundamental to
    success!
  • Use the correct pencils, shade the responses
    properly, keep the forms dry
  • Treat the forms with respect!

32
10) filling in of forms
  • Bonus on successful scanning of their forms?
  • Awards for excellence in service?

33
9) filling in of forms
  • Emphasise team work give enumerators a
    uniform/distinct census identity? make them
    proud to be selected.
  • Training motivation of enumerators is
    fundamental to success!

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10) Prepare the forms for scanning
  • quality control starts before scanning

36
11) Keep Track of the forms As they go through
the data capture process
  • Control software in place to manage
  • distribution of forms,
  • receipt of forms at the scanning centre
  • batch processing at the scanning centre

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12) scanning of the forms
  • Have a suitable computer network and
    infrastructure in place and scanning workflow/
    environment

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13) if forms not filled in correctly?
  • Validation/logic rules to be agreed in advance
  • Management to control the correction process
    clear lines of authority on what corrections can
    be made, by whom and under what circumstances
  • Correction on screen

41
  • Validation Correction

42
Summary of good practice 1)
  • Note of Caution
  • Modern Scanning techniques are not a Panacea
    to solve all census problems
  • Modern Scanning techniques are a tool to be used

43
Summary of good practice 2)
  • Select supplier offering
  • Combined solution of forms and scanners for
    census
  • Track record in International census
  • Track record with donor agencies
  • A cost effective and appropriate solution

44
Conclusion
  • DRS have the most current census experience of
    any supplier
  • DRS have a range of different technologies to
    suit any census requirements
  • DRS census data capture projects are frequently
    funded by aid agencies
  • DRS are keen to open a dialogue on the next steps
  • DRS are nice ( reliable!) people to do
    business with!

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Later this afternoonDocXP Mexican Census forms
demo
Document Data Capture System
47
Solutions for census data capture High Speed,
Accurate, Cost Effective www.drs.co.uk Andy.Tye
_at_drs.co.uk
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