MDR (Minimum Data Required)

MDR (Minimum Data Required)

I've written about minimum viable product (MVP) in software development in the past. MVP means getting the product out into the market with the least amount of features, in order to get customer feedback and to just get something out there.

A related concept in data management is minimum data required (MDR)*. The purpose of MDR is to make it as easy as possible for your customer to buy, and to make it easier for you to manage their data (since there is less data to manage!).

Simply put, MDR asks the question: "What is the minimum number of data points required to complete this transaction?" For example, when a new member comes to join via your website, what is the minimum amount of data required to process that new membership? This is going to vary from organization to organization, but in my experience, almost all associations collect more information than they actually need to process the new membership.

When I ran a customer service department in an association back in the '90s (effectively pre-internet), I used to joke that the most efficient transaction would be one where a person calls and says "I want that" and you already have all their contact and payment information on file, and the transaction is completed. (And then Amazon invented the "Buy Now" button!)

So look at all of your transactional processes, especially those online, and ask yourself "What is the minimum number of data points required to complete this transaction?" Whether it's membership joins, renewals, donations, event registrations, product purchases, or something else, make the process as simple as possible for the buyer.

Less data to manage is easier data to manage.

Wes's Wednesday Wisdom Archives

“Humans want to be surrounded by beauty.”

September 24, 2025

“Humans want to be surrounded by beauty.” “Humans want to be surrounded by beauty.” – […]

Data managers vs data consumers

September 17, 2025

Data managers vs data consumers When I work with clients on any data management project, […]

Another universal truth

September 10, 2025

Another universal truth There are many universal truths in data management. Some examples: You will […]

Don’t miss this year’s DAN Science Fair!

September 3, 2025

Don’t miss this year’s DAN Science Fair! I’m taking a break from my weekly tips […]

Just start. And it’s never done.

August 27, 2025

Just start. And it’s never done. Last week I had the opportunity to lead a […]

Don’t ask if you’re not going to answer!

August 20, 2025

Don’t ask if you’re not going to answer! In the past week, on three different […]

Seek forgiveness rather than permission

August 6, 2025

Seek forgiveness rather than permission “Seek forgiveness, not permission.” I can’t remember when I first […]

Is a 360 degree view necessary?

July 30, 2025

Is a 360 degree view necessary? “A 360 degree view of our members should NOT […]

Why data matters

July 23, 2025

Why data matters I write about data because managing our data effectively will help us […]

It’s about process

July 16, 2025

It’s about process I’m in the midst of adding an AI agent to my website […]

Leave a Comment

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

Scroll to Top