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Data Loading and Data Entry
Presenter :Priya Gehlawat
Icons Used
Questions
Demonstration
Hands on
Exercise
Coding
Standards
AWelcome
Break
Tools
ReferenceTestYour
Understanding
Contacts
Overview
3
Objectives
4
Do You Know
5
7
Dates and Events
DATA
Medical
Terminologies
Numerical Data
Medical & General
abbreviations
DEO (Data Entry Operator) should be aware of:
- The kind of data to be entered
- Project specific guidelines & standard guidelines
- Good knowledge of the medical terms
Double Data Entry
CRFs received at Data
Management centre
First DEO performs tracking and
first pass data entry
Pages released from 1st pass and
ready for 2nd pass entry
Second pass entry performed by
2nd DEO
Operator
comments/ Manual
query raised
System generated
discrepancies
Mismatch entries
Second pass entry complete
NO
YES Comparison
Reconciliation
• Enter data from the CRF.
• Check if there are any
illegible text or problems in
the data. If so, create an
Operator Comment.
• Or check if there are any
investigator comments.
• If the investigator comment
exists enter data in the
investigator comment section.
• Else check for any System
generated errors.
• If discrepancies are found,
save the data with
discrepancy or re-enter the
correct value.
• Else exit entry.
Spelling
Errors
Numerical
Errors
Spacing
Errors
Response
Errors
Date
Errors
Missed
General
Terms
Illegible
Data
DEI Not
Followed
s
 Trend Observed:
 Opening the CRF and database in one window
 Toggling between windows (CRF, Database, DEI)
 Cause:
 Database development more tilted towards copying the CRF layout with
little importance given to the ease of entry during actual production
 Remedial Action:
 Database should be tested for ease of entry
before actual production
 Trends Observed:
 After completing process trainings, data entry associates either enter the
production directly or are shadowed for some time in actual production
 Lack of typing skill – looking at the keyboard while typing
 Cause:
 Absence of mock database
 Mock database not used even if present
 RemedialActions:
 Mock database should be developed for practice before entering
data in production database
 DE associates should practice onTypingTutor
 Data in the CRF – Infection 2-3 times
 Data entered by DEO1 – Infection 2-3 times
 Data entered by DEO2 – Infection2-3 times
 Preventive Action :
 Please ensure that appropriate spaces are left in between the words.
 Data in the CRF – Response ticked in the CRF -Yes/Y
 Data entered by DEO1(First Pass) – Yes/Y
 Data entered by DEO2 (Second Pass) – No/N
 Preventive Action :
 Please be alert while doing DE, refrain from using ‘Tab’
 Data in the CRF – Only 20ml of blood was drawn
 Data entered by DEO1 – Only 20ml of blood was drawn
 Data entered by DEO2 – Only 20ml blood was drawn
 Preventive Action :
 Please ensure adequate DE of each word as mentioned in the CRF
When data in the CRF is illegible, the DEOs will try their best to
decipher what has been written (and also issue a sponsor note for the
illegible data).
When captured as an error in the verification report, the TL – DE will
use his best discretion for analyzing the same and make appropriate
entry in the database.
• Do’s • Don’ts
Questions
33
Summary
34
Lend a Hand
35
You have successfully completed -
Data Entry and Data Loading

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Data Loading and Data Entry_Katalyst HLS

  • 1. Data Loading and Data Entry Presenter :Priya Gehlawat
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  • 7. 7 Dates and Events DATA Medical Terminologies Numerical Data Medical & General abbreviations DEO (Data Entry Operator) should be aware of: - The kind of data to be entered - Project specific guidelines & standard guidelines - Good knowledge of the medical terms
  • 8. Double Data Entry CRFs received at Data Management centre First DEO performs tracking and first pass data entry Pages released from 1st pass and ready for 2nd pass entry Second pass entry performed by 2nd DEO Operator comments/ Manual query raised System generated discrepancies Mismatch entries Second pass entry complete NO YES Comparison Reconciliation
  • 9. • Enter data from the CRF. • Check if there are any illegible text or problems in the data. If so, create an Operator Comment. • Or check if there are any investigator comments. • If the investigator comment exists enter data in the investigator comment section. • Else check for any System generated errors. • If discrepancies are found, save the data with discrepancy or re-enter the correct value. • Else exit entry.
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  • 21.  Trend Observed:  Opening the CRF and database in one window  Toggling between windows (CRF, Database, DEI)  Cause:  Database development more tilted towards copying the CRF layout with little importance given to the ease of entry during actual production  Remedial Action:  Database should be tested for ease of entry before actual production
  • 22.  Trends Observed:  After completing process trainings, data entry associates either enter the production directly or are shadowed for some time in actual production  Lack of typing skill – looking at the keyboard while typing  Cause:  Absence of mock database  Mock database not used even if present  RemedialActions:  Mock database should be developed for practice before entering data in production database  DE associates should practice onTypingTutor
  • 23.  Data in the CRF – Infection 2-3 times  Data entered by DEO1 – Infection 2-3 times  Data entered by DEO2 – Infection2-3 times  Preventive Action :  Please ensure that appropriate spaces are left in between the words.
  • 24.  Data in the CRF – Response ticked in the CRF -Yes/Y  Data entered by DEO1(First Pass) – Yes/Y  Data entered by DEO2 (Second Pass) – No/N  Preventive Action :  Please be alert while doing DE, refrain from using ‘Tab’
  • 25.  Data in the CRF – Only 20ml of blood was drawn  Data entered by DEO1 – Only 20ml of blood was drawn  Data entered by DEO2 – Only 20ml blood was drawn  Preventive Action :  Please ensure adequate DE of each word as mentioned in the CRF
  • 26. When data in the CRF is illegible, the DEOs will try their best to decipher what has been written (and also issue a sponsor note for the illegible data). When captured as an error in the verification report, the TL – DE will use his best discretion for analyzing the same and make appropriate entry in the database.
  • 27. • Do’s • Don’ts
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  • 37. You have successfully completed - Data Entry and Data Loading