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How to Use Apricot Software to
Improve Data Quality
Hi, I’m Jeff
© 2017 Sidekick Solutions LLC2
Apricot Software Consultant
jeff@sidekicksolutionsllc.com
© 2017 Sidekick Solutions LLC3
Agenda
•  Causes of poor data quality
•  How to assess potential challenges
•  How to clean up existing data
•  How to save time as a database admin
•  Key takeaways and questions
© 2017 Sidekick Solutions LLC4
Why manage data quality?
•  Improve consistency and accuracy of reports
•  Reduce risk of major data cleanups
•  Save time with data quality systems and automation
© 2017 Sidekick Solutions LLC5
Symptoms of poor data quality
•  Don’t trust your data
•  Tracking data in other systems
•  Inaccurate reports or unable to report at all
© 2017 Sidekick Solutions LLC6
Causes of poor data quality
1.  Inadequate database structure
2.  Incomplete data entry
© 2017 Sidekick Solutions LLC7
Cause: Inadequate database structure
•  Collection of forms with no workflow
•  Insufficient linking between unassociated forms
•  Incorrect field choices (i.e. text instead of option)
•  Unable to report using standard features (need other tools)
© 2017 Sidekick Solutions LLC8
Cause: Incomplete data entry
•  Records saved but missing important fields
•  Workflow step is incomplete
•  Records are lost or slip through cracks
•  No standard rules or conventions for data entry
© 2017 Sidekick Solutions LLC9
How to resolve data quality
•  Step 1 – Assess causes of poor data quality
•  Step 2 – Clean up existing data or abandon (set baseline)
•  Step 3 – Manage data quality with systems
© 2017 Sidekick Solutions LLC10
Assess causes of poor data quality
1.  Workflow review
2.  Report requirements
3.  User feedback
© 2017 Sidekick Solutions LLC11
Assessment Process
1.  Take inventory (list)
2.  Define vision
3.  Compare inventory with vision
4.  Develop corrective action plan
Clean up existing data
•  Form and link redesign
•  Manual record modifications
•  Bulk updates or data migration using import tool
© 2017 Sidekick Solutions LLC12
Manage data quality with systems
1.  Form-based solutions
2.  Report-based solutions
3.  User-based solutions
© 2017 Sidekick Solutions LLC13
Form-based: Form settings
•  Hide from menu (Tier 1)
•  Hide in document folder
•  Record limit
•  Allow copies
© 2017 Sidekick Solutions LLC14
Form-based: Field properties
•  Required
•  Duplicate check
•  Clear on copy (Tier 2)
•  Lock auto-populate fields
© 2017 Sidekick Solutions LLC15
Form-based: Link requirements
•  Same folder linking
•  Association limits
•  Automate with wizard
•  Lock/hide target links
© 2017 Sidekick Solutions LLC16
Form-based: Email triggers
•  Real-time record audits
•  Approvals and reviews
•  Completion of workflow
© 2017 Sidekick Solutions LLC17
Form-based: Form logic
•  Dynamic validation
•  Unhide + Require
•  Set value/Use lookup list
•  Lock
© 2017 Sidekick Solutions LLC18
Report-based: Record audit
•  Recurring weekly/monthly
•  Creation date filter
•  All fields as columns
•  Export and review
© 2017 Sidekick Solutions LLC19
Report-based: Conditional validation
•  Missing link
•  More records than allowed
•  Inactive client with activity
•  Form logic gaps
© 2017 Sidekick Solutions LLC20
Report-based: Strategic reports
•  Program focused
•  Is output expected?
•  Three why’s
•  User ownership
© 2017 Sidekick Solutions LLC21
User-based: Solutions
•  Guides – Use cases hosted in bulletin
•  Access – Permission sets and RLA restrictions
•  Training – Use cases + standard Apricot navigation
•  Support– Ticketing and prioritization
•  Assignment – Provide systems for self-management
© 2017 Sidekick Solutions LLC22
Key Takeaways
•  Import tool and form logic are recommended features
•  Build management systems and automate
•  Distribute responsibility for data quality
© 2017 Sidekick Solutions LLC23
© 2017 Sidekick Solutions LLC24
•  Implementation
•  Reporting
•  Consulting
•  Data Migration
•  Form Design
•  User Permissions
•  Database Audit/Cleanup
Our Services
www.sidekicksolutionsllc.com
Questions?
© 2017 Sidekick Solutions LLC25

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How to Use Apricot Software to Improve Data Quality

  • 1. How to Use Apricot Software to Improve Data Quality
  • 2. Hi, I’m Jeff © 2017 Sidekick Solutions LLC2 Apricot Software Consultant jeff@sidekicksolutionsllc.com
  • 3. © 2017 Sidekick Solutions LLC3
  • 4. Agenda •  Causes of poor data quality •  How to assess potential challenges •  How to clean up existing data •  How to save time as a database admin •  Key takeaways and questions © 2017 Sidekick Solutions LLC4
  • 5. Why manage data quality? •  Improve consistency and accuracy of reports •  Reduce risk of major data cleanups •  Save time with data quality systems and automation © 2017 Sidekick Solutions LLC5
  • 6. Symptoms of poor data quality •  Don’t trust your data •  Tracking data in other systems •  Inaccurate reports or unable to report at all © 2017 Sidekick Solutions LLC6
  • 7. Causes of poor data quality 1.  Inadequate database structure 2.  Incomplete data entry © 2017 Sidekick Solutions LLC7
  • 8. Cause: Inadequate database structure •  Collection of forms with no workflow •  Insufficient linking between unassociated forms •  Incorrect field choices (i.e. text instead of option) •  Unable to report using standard features (need other tools) © 2017 Sidekick Solutions LLC8
  • 9. Cause: Incomplete data entry •  Records saved but missing important fields •  Workflow step is incomplete •  Records are lost or slip through cracks •  No standard rules or conventions for data entry © 2017 Sidekick Solutions LLC9
  • 10. How to resolve data quality •  Step 1 – Assess causes of poor data quality •  Step 2 – Clean up existing data or abandon (set baseline) •  Step 3 – Manage data quality with systems © 2017 Sidekick Solutions LLC10
  • 11. Assess causes of poor data quality 1.  Workflow review 2.  Report requirements 3.  User feedback © 2017 Sidekick Solutions LLC11 Assessment Process 1.  Take inventory (list) 2.  Define vision 3.  Compare inventory with vision 4.  Develop corrective action plan
  • 12. Clean up existing data •  Form and link redesign •  Manual record modifications •  Bulk updates or data migration using import tool © 2017 Sidekick Solutions LLC12
  • 13. Manage data quality with systems 1.  Form-based solutions 2.  Report-based solutions 3.  User-based solutions © 2017 Sidekick Solutions LLC13
  • 14. Form-based: Form settings •  Hide from menu (Tier 1) •  Hide in document folder •  Record limit •  Allow copies © 2017 Sidekick Solutions LLC14
  • 15. Form-based: Field properties •  Required •  Duplicate check •  Clear on copy (Tier 2) •  Lock auto-populate fields © 2017 Sidekick Solutions LLC15
  • 16. Form-based: Link requirements •  Same folder linking •  Association limits •  Automate with wizard •  Lock/hide target links © 2017 Sidekick Solutions LLC16
  • 17. Form-based: Email triggers •  Real-time record audits •  Approvals and reviews •  Completion of workflow © 2017 Sidekick Solutions LLC17
  • 18. Form-based: Form logic •  Dynamic validation •  Unhide + Require •  Set value/Use lookup list •  Lock © 2017 Sidekick Solutions LLC18
  • 19. Report-based: Record audit •  Recurring weekly/monthly •  Creation date filter •  All fields as columns •  Export and review © 2017 Sidekick Solutions LLC19
  • 20. Report-based: Conditional validation •  Missing link •  More records than allowed •  Inactive client with activity •  Form logic gaps © 2017 Sidekick Solutions LLC20
  • 21. Report-based: Strategic reports •  Program focused •  Is output expected? •  Three why’s •  User ownership © 2017 Sidekick Solutions LLC21
  • 22. User-based: Solutions •  Guides – Use cases hosted in bulletin •  Access – Permission sets and RLA restrictions •  Training – Use cases + standard Apricot navigation •  Support– Ticketing and prioritization •  Assignment – Provide systems for self-management © 2017 Sidekick Solutions LLC22
  • 23. Key Takeaways •  Import tool and form logic are recommended features •  Build management systems and automate •  Distribute responsibility for data quality © 2017 Sidekick Solutions LLC23
  • 24. © 2017 Sidekick Solutions LLC24 •  Implementation •  Reporting •  Consulting •  Data Migration •  Form Design •  User Permissions •  Database Audit/Cleanup Our Services www.sidekicksolutionsllc.com
  • 25. Questions? © 2017 Sidekick Solutions LLC25