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

It’s always about trust

January 5, 2022

It’s always about trust When I work with clients on almost any data management project, […]

You can’t outsource buy-in

December 16, 2021

You can’t outsource buy-in One factor consistent with all of my most successful projects is […]

Use it or lose it!

December 8, 2021

Use it or lose it! I’m referring here to the data you collect. If you […]

“If I could only do one thing…”

December 1, 2021

“If I could only do one thing…” Managing data throughout your organization can be overwhelming. Do […]

Gratitude

November 24, 2021

Gratitude As Thanksgiving in the US approaches, I’m reminded of the importance of gratitude, in […]

“It’s more than I have, but less than I want.”

November 17, 2021

“It’s more than I have, but less than I want.” “It’s more than I have, […]

Don’t forget Parkinson’s Law

November 10, 2021

Don’t forget Parkinson’s Law “Work expands so as to fill the time available for its […]

Just Respond

November 3, 2021

Just Respond Growing up my father used to tell my many siblings and me that […]

People fear uncertainty, not change

October 27, 2021

People fear uncertainty, not change If you’ve ever worked on any big project that was […]

“Working with you is like going to therapy.”

October 20, 2021

“Working with you is like going to therapy.” I was working with a client last […]

Leave a Comment

Your email address will not be published.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

Scroll to Top