Three thoughts on duplicate records

Three thoughts on duplicate records

Duplicate records are a reality in any database of any size, so as database managers, we always have to deal with them (or should deal with them!). So here are three thoughts on managing duplicate records:

  1. Duplicate records will always exist. Always. Unless you're managing only a tiny number of records, you will always have duplicates. So the goal isn't to eliminate duplicates, but to minimize their number.
  2. Focus on and fix any processes that tend to cause creation of duplicate records. For example, I often hear from my clients "Our website password recovery process doesn't work, or is too cumbersome, so customers just create new records in order to register for an event quickly." Whatever process you have that leads to duplicate records, fix that process.
  3. Consistently run a process for identifying potential duplicates, and clean them up. On at least a quarterly basis you should run a query that helps you identify potential duplicate records and then take the time to clean up records that are actual duplicates. And of course, clean up duplicate records as you find them in your day-to-day work. But seeking them out and fixing them consistently, over time, is the best way to minimize duplicate records.

Duplicate records are a reality of life. But suffering with an overwhelming number of duplicates is a choice, and something you can fix, if you take the time to do so.

Wes's Wednesday Wisdom Archives

Showing is not teaching

September 23, 2026

Showing is not teaching In my experience, when new staff members are taught how to […]

Data management is improvisation

September 16, 2026

Data management is improvisation I was listening to a podcast recently featuring TV writer Rob […]

Who own the AMS company is like the weather…

September 9, 2026

Who own the AMS company is like the weather… When I work with clients to […]

“As good or better than me.”

September 2, 2026

“As good or better than me.” I was recently speaking with a software developer working […]

Documentation is insurance

August 26, 2026

Documentation is insurance In a conversation with a client about their data management needs, the client […]

It all comes down to fundamentals

August 12, 2026

It all comes down to fundamentals I’m preparing for a webinar that I’m presenting in […]

Blog post themes over 20 years…

August 5, 2026

Blog post themes over 20 years… I’ve been writing blog posts for nearly 20 years […]

Lots of feedback is a GOOD thing!

July 29, 2026

Lots of feedback is a GOOD thing! A client in the middle of their AMS […]

Doing the reps…

July 22, 2026

Doing the reps… I’m helping a client with the implementation of a new AMS. During […]

Add one, remove one

July 15, 2026

Add one, remove one In the world of home-organizing, there’s the “one in, one out” […]

Leave a Comment

Your email address will not be published. Required fields are marked *

Scroll to Top