Can you believe data cleaning is still an issue in this mature,
professional and sophisticated industry?
It may not be as sexy as a stunning piece of creative; or as
mind-blowing as a piece of analysis that gets right under the skin of
the target audience.
But there aren't many processes which can save money, improve customer
relations and minimise your chances of appearing on Watchdog. Yes, we
all know it - mailing addressed to a dog or that biggest faux pas, 'Dear
Deceased'.
Data cleaning can solve all of this. And since the transitional period
of the Data Protection Act (1998) expired on 23 October, 2001, it can
also prevent you being named, shamed and fined by the Information
Commissioner (formerly the Data Protection Commissioner). Surely data
cleaning is a no-brainer?
Of course it's impossible to find any direct marketer who would deny
this. But like all those who denied intending to vote Tory right up
until they stepped into the polling booth back in the 80s, their actions
don't always match their words.
Anecdotal and statistical evidence constantly undermines the industry's
claims to take data cleaning seriously. "My home address is listed on
the Mailing Preference Service," says Antony Allen, general manager of
Datacare. "But I still receive about 60 per cent of the direct mail I
used to - most of which is from the major banks, the industry's biggest
mailers." Meanwhile, research from The REaD Group shows the industry
spent £16 million mailing dead people last year alone.
This isn't to say that things haven't improved. "The percentage of our
turnover accounted for by data cleaning has risen 500 per cent in the
last two years," says Peter Kempsey, managing director of
Printronic.
"It now accounts for 20 per cent of the total." According to Jerry
Scott, MD of list brokering company HLB, data cleaning has moved further
up the client's agenda because firms are much more focused on how
customer service affects their attitude to data. "It has to be cleaner,"
she says, "and of a much higher standard. It's very irritating to
receive a wrongly addressed mailing when you know there's no excuse for
it."
With the Data Protection Act fully in force, however, the need for data
hygiene is putting a raft of new online services on the map. Not only do
they promise to fulfil the job for you, they are able to do it with
smaller databases and at a fraction of the price.
The arrival of these services, including Experian's Exact, is good news
in more than one respect. According to Allen, data cleaning problems
have been caused by overly technical processes being entrusted to
non-technical people. "I ask them to download their database file and
send it to us to be cleaned," he says. "They say: 'What?' We've dealt
with sizeable mailers who don't know how to take files off their
computer - they're worried about messing it up so they don't
bother."
Internet-based products
Just one of a number of companies to have released internet-based data
hygiene products is MarketingFile.com. "It provides an instant service
without subscription charges," says Kathleen Fisher, marketing executive
of MarketingFile.com. "We clean against the TPS, Fax Preference Service,
MPS list and PAF. There are no minimum order quantities so users do not
have to pay for huge cleaning jobs they may not need."
Online data cleaning clearly has its benefits. It is particularly useful
for smaller companies who want to clean their data as they use it and
who otherwise cannot afford the subscriptions the various suppression
file providers charge. "At a cost of over £10,000 a year for the
TPS and FPS lists alone, this is not a viable option for many
companies," says Fisher.
She believes companies not only save time and money using such products
but that there is an educational role. "Processing the transaction
themselves also gives a better understanding as to why they need to
clean their data," she observes.
So is this the way forward for all mailers? Some think not. "I struggle
to see how online services can really offer anything to people with
large databases - they need to have software constantly running on a
mainframe computer," says Ian Thurman, vice president of database
marketing software at CACI. "You also have to realise that data
cleansing is not an exact science. It doesn't always throw up exact
matches. You have to decide what you want to do if it's the same address
and a different Christian name, for example, and make a call depending
on what sort of mailing it is."
Printronic's Kempsey has similar reservations: "I don't believe the
internet is a good way to clean data. It's not operationally
interactive. It perhaps works well for small companies with smaller
volumes of data they want to use straightaway. But in terms of
incorporating it into large databases, I don't think you can do
that."
Printronic, for example, recently completed a project for a high street
chemist which brought together a number of different databases and
files.
"We managed to take three million people off their list," says
Kempsey.
"Mainly these were duplications but not all were straight matches. You
get problems arising from misspellings or data taken from telemarketing
that maybe isn't accurate."
Big companies with million plus databases clearly have different
requirements, but certainly not everyone is seeing the light when it
comes to bulk mailings that need attention. "We still encounter bulk
mailers who don't care how much of their mailing list is wrong because
they just want to hit a mailing target," says Mark Roy, MD of The REaD
Group.
No one solution
According to Richard Roche, director of data development at Royal Mail,
there is no ultimate solution because the market still suffers from the
problem of fragmentation. "There is no one suppression or hygiene file
that contains all the information you need," he says. "You have to blend
a number of different products and overlay that with your own
subjectivity and experience." Those who don't invest in either online
data cleaning or files such as the Goneaway Suppression File, have a
poor marketing ethos rather than an ignorance in terms of the choice,
believes Kempsey. "These companies believe it doesn't matter if the
addressee has moved house because, hopefully, the subsequent occupier
will respond."
What will certainly raise the stakes is the full force of the Data
Protection Act. "Before you even get into sensitive data and regulations
regarding data pooling, you need to be sure your database is
well-structured, well-ordered and accurate," says Allen. "If you don't
have all the street names, postcodes and house numbers in the right
database fields, for example, running it against the Telephone
Preference System is useless. It won't pick up the people who have
registered their objections to telemarketing."
Other industry developments could see the online side prosper. A
recession could, ironically, promote it as a viable option. "Cutbacks
will force all activity to be small and accurate to avoid wastage," says
Fisher.
Also, as marketers now only have 28 days to rectify a complaint against
bad data some forms of data will need to be checked more regularly at
their own additional cost.
Money savings is something which she and CACI's Thurman are both in
agreement.
"Budgetary pressures will encourage people to look more closely at their
return on investment," he says. "Spending money upfront on cleaning your
data not only reduces the size of your mailing and therefore its cost,
but it produces a better response as you are not alienating customers by
repeatedly bombarding them with the same message."
Meanwhile, technophobes are being helped. "Software has got more
user-friendly, it's no longer just the province of the techies,"
believes Thurman.
"Different types of address management software help marketers dedupe,
clean and merge/purge their data, as well as matching them to Mailsort
discounts. It's getting easier."
Legal responsibility
The cynics are still out there. Roy says: "People have had a legal
responsibility to keep accurate databases since the first Act in 1982,
so firms either take data accuracy seriously or they don't." But
progress is, it seems, being made.
The cleaned list is not only more cost-effective to mail as there's less
wastage but it will also improve the return on investment generated by
the company's whole direct marketing programme. Sophisticated targeting
and analysis only work if its building blocks - the basic data - is
accurate. "It's the old put rubbish in, get rubbish out maxim," says
Roche.
Data hygiene, it appears, is an art form that the industry is learning
to take seriously.