Title: Automated data capture
1Automated data capture solutions for Census
2 Data Capture Options
32) 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.
42) 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
52) 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.
6DRS PS900 a Desktop scanner (Show Video)
7Images
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
8(No Transcript)
9(No Transcript)
10(No Transcript)
11(No Transcript)
12 13Resident 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
14Operator is reminded that age must be filled
with correct numeric response, gt indicates too
many marks
15Operator enters 2 as it can be clearly seen
that the correct age is 27
16The 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
17(No Transcript)
18Type 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
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
233) 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
244)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
25(No Transcript)
26 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!
34(No Transcript)
3510) 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
37(No Transcript)
38 12) scanning of the forms
- Have a suitable computer network and
infrastructure in place and scanning workflow/
environment
39(No Transcript)
4013) 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 42Summary 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
43Summary 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!
45(No Transcript)
46Later this afternoonDocXP Mexican Census forms
demo
Document Data Capture System
47Solutions for census data capture High Speed,
Accurate, Cost Effective www.drs.co.uk Andy.Tye
_at_drs.co.uk