Why Does Data Decay so Fast?
People change jobs, get promoted and move home. Companies go out of business, expand and relocate. Every one of these changes contributes to data decay. It’s been said that business databases degrade by around 30% per year, but why?
A report by IDG states that companies with effective data grow 35% faster year-on-year. However, for this to happen your data needs to have a high level of accuracy, consistency, and completeness. Yet for many businesses, data quality is seen as an abstract concept – let’s examine why…
What is data decay?
Data decay refers to the gradual loss of data quality within a system, including key company information, personal details and most importantly, accurate contact information. As a result, the data becomes outdated and often invalid.
Why does data decay so quickly?
The world is constantly changing and sadly data is not immune to that change. From the moment you capture information, your data is at the mercy of processes and systems, as well as a number of human factors:
Collecting data across multiple systems can often lead to inaccuracies, including typos, incomplete information or duplicate records.
If you integrate your systems without a cleansing exercise you are only bringing across your “dirty data”. As a result, the new software becomes the old one, posing the same set of data challenges as it did before the integration.
Lack of data quality standards
If your employees don’t use the system as intended, and instead collect information in different formats or use different field types, your business decisions will be misinformed.
Over time, your database will become clogged up by old and inaccurate records. Your employees will struggle to figure out which records are too old to be trusted, which in turn impacts productivity and customer service levels.
In the UK, there are around 63.2 million people living in 26.4 million households. According to Experian, every day in the UK 1,600 people die, 18,000 move house and 1800 register with the Mailing Preference Service (MPS). This shows just how much the world around us changing, as some people may marry, move house, change jobs and have a child within the space of a couple of years.
In the B2B market, there is a whole new set of challenges. According to Federation of Small Businesses (FSB), there were 5.5M SME’s at the start of 2016. Some of these companies will cease trading, move premises, change ownership, merge with other companies and change what their core business does, and there will be change almost every day. See our infographic to understand the life of your data.
The consequences of data decay
Each year, UK businesses waste £220 million sending mail to the wrong people. Phone calls are made to contacts that are no longer with the company, which wastes time and manpower.
Sending mail to a deceased person can cause distress to family members and colleagues, impacting on business reputation and customer retention rates.
Under Direct Marketing Association guidelines, you have to maintain and protect your customer database. For example, it is illegal to contact customers registered with the Telephone Preference Service.
The next steps
According to the research by Royal Mail Data Services, over 60% of UK businesses report they have out-of-date or incomplete customer information. These findings are confounding considering the importance of data for a business to remain competitive.
What can you do about it?
Implement data quality standards
To ensure that your system contains good quality data, you should define what data can help you understand your customers and identify the best way to record it, ensuring it is accessible and easy to report on.
Invest in the right tools
Data Cleansing Software will automatically identify matches, ensuring data is free of duplicates and correctly formatted at the point of entry.
Integrating disparate applications can solve your data quality problems. This should be combined with a thorough cleansing exercise, as well as appropriate training for your workforce on how to use the new system effectively.
Let everyone see the value
Lethargy is endemic, therefore you should make sure everyone sees the value of keeping accurate records. This should be combined with clear data quality practices that are easy to follow.
Outsource data cleansing
Outsourcing to a third party can save time and will allow you to focus on what matters the most – your business!
Data is the lifeblood of your business – the blood represents the data, the organs are the departments and the brain makes decisions, sadly this is often with poor quality data. As many businesses still struggle to obtain valuable insights to fuel business decisions, be sure to follow our advice to improve data quality, ensuring you never have to face the same problems again.
Armed with qualifications in mechanical engineering, business and finance, and experience of running engineering and CRM businesses, Martin founded a successful CRM (Customer Relationship Management) software house in 1992, supplying systems to large, medium and small sized companies. Developing a deep understanding of the value of data, he became concerned that many organisations were making ...