AdvantageNFP Fundraiser CHASE 2015 data cleaning seminar - February 2015
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Transcript of AdvantageNFP Fundraiser CHASE 2015 data cleaning seminar - February 2015
CHASE 2015
How Clean Is Your Data?
17th February 2015
© AdvantageNFPRedbourn Business Systems Limited
POLITE NOTICEThis presentation is
Copyright © Steve Cast, of Redbourn Business Systems Limited 2015 with
all rights reserved. Please do not distribute this presentation without
first confirming with [email protected]
Thank You
How Clean Is Your Data? Slide 2 © Steve Cast, AdvantageNFP Limited
Please switch OFF your Phones
Thank You
How Clean Is Your Data? Slide 3 © Steve Cast, AdvantageNFP Limited
Question and Answer Session
At The End
How Clean Is Your Data? Slide 4 © Steve Cast, AdvantageNFP Limited
Introduction
Developers of the AdvantageNFP Fundraiser integrated fundraising, membership and alumni database and AdvantageNFP Box Office integrated fundraising and box office systems
Redbourn Business Systems formed in 1994
Steve Cast, Founder and Managing Director of Redbourn Business Systems Limited
How Clean Is Your Data? Slide 6 © Steve Cast, AdvantageNFP Limited
Please Give Us Your Feedback
For a copy of this presentation please visit AdvantageNFP.com or leave your business card with my colleague, or visit us on our stand today.
How Clean Is Your Data? Slide 7 © Steve Cast, AdvantageNFP Limited
How Clean Is Your Data?
So a few mailed letters
didn’t arrive?
Maybe we have upset
the odd widow
now and then
How bad can it be?
How Clean Is Your Data? Slide 8 © Steve Cast, AdvantageNFP Limited
Some Facts:
Every Day in the UK:
1,600 people pass away
1,000 people emigrate
18,000 people move house
Source: QAS and CCR Data
How Clean Is Your Data? Slide 9 © Steve Cast, AdvantageNFP Limited
Some Facts
3,250 addresses are changed by the Royal Mail
18,000 people register with the Telephone Preference Service
Perhaps Even More Surprising:
3,250 addresses are changed by the Royal Mail
Source: QAS and CCR Data
If left alone personal data in your database decays at 11% per year, business data at 37%!
How Clean Is Your Data? Slide 10 © Steve Cast, AdvantageNFP Limited
Some Facts
80% of UK Respondents face significantchallenges in complying with new EU Data Protection Regulations
HMRC Gift Aid Claims Will Require Postcodes from April 2015 onwards for UK Addresses.
No Postcode = No Claim
Legislation Issues:
Sources: HMRC & Trend Micro
How Clean Is Your Data? Slide 10 © Steve Cast, AdvantageNFP Limited
“Any database is only as good as the information it holds, and old out of date data is of no use to anyone”
How Clean Is Your Data? Slide 11 © Steve Cast, AdvantageNFP Limited
Wake Up Call
Has this got your attention?
How Clean Is Your Data? Slide 12 © Steve Cast, AdvantageNFP Limited
So What’s the Answer?Presenting a Three Phase Approach to Data
Quality “Data quality
is a journey
not a destination”
How Clean Is Your Data? Slide 13 © Steve Cast, AdvantageNFP Limited
Data
Capture
Data Maintenance
Data
Cleaning
Three Phase Approach
Phase 1
How Clean Is Your Data? Slide 15 © Steve Cast, AdvantageNFP Limited
Data
Capture
Data
Cleaning
Data Maintenance
Data
Capture
Data
Cleaning
Data Maintenance
Data CaptureStart With The Objectives
• What data do you need to capture?
• What will you use the data for?
• Who will have access to the data?
• Where will it be stored?
• How will it be secured?
• How will you get accuracy at entry?
How Clean Is Your Data? Slide 15 © Steve Cast, AdvantageNFP Limited
Address
Membership
Fundraising
Marketing
Data Capture
Take A Postal Address
Central to all these types of databases
How could we
improve capture?
How Clean Is Your Data? Slide 16 © Steve Cast, AdvantageNFP Limited
Data CaptureRoyal Mail Post Office Address File - PAF
• Contains All UK Postal Addresses
• Search For Address by Postcode and Optionally by House Name or House Number.
• Match Addresses to the Royal Mail “Accepted” Version.
• Enhance Address Information
How Clean Is Your Data? Slide 17 © Steve Cast, AdvantageNFP Limited
Data Capture
Fast,
Accurate,
Correction and
Enhancement
PAF
How Clean Is Your Data? Slide 18 © Steve Cast, AdvantageNFP Limited
Demonstration
How Clean Is Your Data? Slide 19 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Demonstration
How Clean Is Your Data? Slide 20 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Data Capture
Case StudyWaterAid has seen an increasing number of supporters responding to ‘fundraising asks’ as a result of more accurate data.
The charity estimates that it raises an additional £12,000 appeal income each year. In addition £1,000 is saved each year from a reduction in the amount of returned mail.
Source: QAS Case StudyHow Clean Is Your Data? Slide 21 © Steve Cast, AdvantageNFP Limited
Data Capture
Case Study
“We estimate that WaterAid raises an
additional £12,000 appeal income each year
because of more accurate data on our contacts”
Dan Lockeretz, Database Manager, WaterAid
Source: QAS Case Study
How Clean Is Your Data? Slide 22 © Steve Cast, AdvantageNFP Limited
Three Phase Approach
Phase 2 Data
Capture
Data
Cleaning
Data Maintenance
Data
Capture
Data
Cleaning
Data Maintenance
How Clean Is Your Data? Slide 23 © Steve Cast, AdvantageNFP Limited
Data Maintenance
What tools can we expect within the database to help keep captured data clean?
How Clean Is Your Data? Slide 24 © Steve Cast, AdvantageNFP Limited
Data Maintenance
Database Tools
• De-duplicate data on entry, using Postcode + Name and fuzzy matching
• De-duplication Reports
• Intelligent Merging
• Segmentation
• User Defined “Do Not Correspond” Codes
How Clean Is Your Data? Slide 25 © Steve Cast, AdvantageNFP Limited
Demonstration – De-duplication
How Clean Is Your Data? Slide 26 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Three Phase Approach
Phase 3
How Clean Is Your Data? Slide 28 © Steve Cast, AdvantageNFP Limited
Data
Capture
Data
Cleaning
Data Maintenance
Data
Capture
Data
Cleaning
Data Maintenance
Data Cleaning
Essential, but perhaps not the most popular of activities!
How Clean Is Your Data? Slide 28 © Steve Cast, AdvantageNFP Limited
Data Cleaning
Extracting Data From Your
Database and Matching it
Against Suppression Files and
Other Data Sources.
What Is Data Cleaning?
How Clean Is Your Data? Slide 29 © Steve Cast, AdvantageNFP Limited
Data Cleaning
What Data Is Available?
How Clean Is Your Data? Slide 31 © Steve Cast, AdvantageNFP Limited
1,600 people pass away
1,000 people emigrate
18,000 people move houseNCOA – National Change of Address
Mortality Screening
“Goneaways”
How Clean Is Your Data? Slide 32 © Steve Cast, AdvantageNFP Limited
3,250 addresses are changed by the Royal Mail
18,000 people register with the Telephone Preference Service
3,250 addresses are changed by the Royal Mail
If left alone personal data in your database decays at 11% per year, business data at 37%!
Data Cleaning
What Data Is Available?
MPS and TPS Matching/Screening
Regular Postcode Updates and Refinement Regular Postcode Updates and Refinement
There are many data sources out there and with regular cleaning data stays current.
To Suppress Or To Flag?
How Clean Is Your Data? Slide 33 © Steve Cast, AdvantageNFP Limited
Data Cleaning
Suppress
• For: Less Records
• Against: Loss of History
• Against: Incorrect data could be added again.
Flag
• For: Full History
• For: Ongoing Suppression List
• Against: More Records
To Suppress Or To Flag?
How Clean Is Your Data? Slide 34 © Steve Cast, AdvantageNFP Limited
Data Cleaning
Steve Cast, AdvantageNFP
Recommends Data Flagging to all customers – because of the ongoing benefits of having the data available in the database.
Demonstration – Data Cleaning
How Clean Is Your Data? Slide 34 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Demonstration – Data Cleaning
How Clean Is Your Data? Slide 35 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Demonstration – Data Cleaning
How Clean Is Your Data? Slide 36 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Demonstration – Data Cleaning
How Clean Is Your Data? Slide 37 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Demonstration – Data Cleaning
How Clean Is Your Data? Slide 38 © Steve Cast, AdvantageNFP Limited
Powered by AdvantageNFP and AFD Postcode Plus
Data Cleaning
Legislation Issues:
• Gift Aid Claims• EU Data Regulations
How Clean Is Your Data? Slide 28 © Steve Cast, AdvantageNFP Limited
Data Cleaning
Legislation Issues: Gift Aid
How Clean Is Your Data? Slide 41 © Steve Cast, AdvantageNFP Limited
Will Require a Postcode from 6th April 2015 for all UK addresses in a claim
Without this claims will be rejected, costing wasted time and loss of interest
Data Cleaning
Gift Aid Solution
How Clean Is Your Data? Slide 42 © Steve Cast, AdvantageNFP Limited
Data
Capture
Data Audit
Data Clean
Contact Supporters
Data Cleaning
Legislation Issues: EU Data Rules
How Clean Is Your Data? Slide 43 © Steve Cast, AdvantageNFP Limited
Replace UK Data Protection Regs, from as early as 2015 but probably 2017
Cost of noncompliance for organisations with >25 employees is up to 5% of turnover per breach!
Data Cleaning
How Clean Is Your Data? Slide 44 © Steve Cast, AdvantageNFP Limited
EU Data Rules
5 Preparation Steps
• Where is Your Data?
• Who Can Access It?
• Your Response to a Breach?
• Invest In Protection Technology
• Education – Board Level Down
How Clean Is Your Data?
Summary
How Clean Is Your Data? Slide 45 © Steve Cast, AdvantageNFP Limited
If left alone personal data in your database decays at 11% per year, business data at 37%!
Data
Capture
Data Maintenance
Data
Cleaning
“Data
quality
is a
journey
not a
destination”
“Any database is only as
good as the information it holds, and old out of date
data is of no use to anyone”.
How Clean Is Your Data
Next Actions
How Clean Is Your Data? Slide 46 © Steve Cast, AdvantageNFP Limited
Review
Data Capture
Data Maintenance
Data Cleaning
How Clean Is Your Data?
Need Help?
Visit our Stand
www.AdvantageNFP.com
How Clean Is Your Data? Slide 47 © Steve Cast, AdvantageNFP Limited
Consider This:How Clean Is Your Data?
How Clean Is Your Data? Slide 48 © Steve Cast, AdvantageNFP Limited
Imagine the response rates if your marketing reaches the right contacts because you hold accurate data and you understand what is relevant to your audience.
And furthermore, could responses be even higher if you used those wasted resources to invest in better, more targeted and creative communications?
Consider the real cost of sending communications that end up as waste
How Clean Is Your Data?
Please Give Me Your Feedback
For a copy of this presentation please leave your business card or details with my colleague, or visit us on Stand 8 today.