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

Saying it and doing it are two different things

February 14, 2024

Saying it and doing it are two different things When I work with my clients […]

Benefits downstream are difficult to implement

February 7, 2024

Benefits downstream are difficult to implement In my 25 years of consulting, one of the […]

Your first answer may NOT be the right answer!

January 31, 2024

Your first answer may NOT be the right answer! I’m a big believer in “go […]

You don’t have to automate EVERYTHING to be successful

January 25, 2024

You don’t have to automate EVERYTHING to be successful I was discussing a data management […]

Technology won’t solve your process problems

January 17, 2024

Technology won’t solve your process problems Over the past few years I’ve watched as many […]

“Screen noise” is a real thing. You might be able to fix it.

January 10, 2024

“Screen noise” is a real thing. You might be able to fix it. One of […]

Success Starts at the Top

December 20, 2023

Success Starts at the Top I recently had a conversation with an association staffer who was […]

Who are you bringing along?

December 13, 2023

Who are you bringing along? Last week I had the opportunity to attend the AWTC […]

Write it down!

December 6, 2023

Write it down! If you’re in the market for a new AMS (or any new […]

Why “weeding the garden” is so important

November 30, 2023

Why “weeding the garden” is so important One of the most important activities for maintaining […]

Leave a Comment

Your email address will not be published.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

Scroll to Top