Evolution, not revolution I don’t recall where I first heard it many decades ago, but the phrase “evolution, not revolution” always struck me as one key to understanding how data management really works. (I heard the phrase in relation to something else but naturally I found a fit for data management!) It’s really quite simple: When it […]

The power of the users’ group Recently in an online users group forum for an AMS provider, a poster asked a question about a fairly complex topic. The poster received multiple replies that pointed her toward a solution. She then posted: “Thank you everyone for the insights. I know why I rely more on this […]

Who is your data evangelist? I was recently talking with a client of mine about a new position they are hoping to add, one they were calling “data hygienist” (a title I love). This is an association with over 50 staff, so having someone on staff dedicated to keeping the data clean makes a lot of […]

Who is your data evangelist? I was recently talking with a client of mine about a new position they are hoping to add, one they were calling “data hygienist” (a title I love). This is an association with over 50 staff, so having someone on staff dedicated to keeping the data clean makes a lot of […]

Ratio of Data to Errors One of the elements of a good data governance plan is establishing data quality metrics. Put another way, what are your measurements for how good your data really is? One of the simplest but perhaps most powerful metrics is the ratio of data to errors (or what percentage of your data […]