Use of Data and Insights to Strengthen Membership Strategy

Think about the last time a streaming service raised its price. Most people don’t cancel on instinct. They run a quick mental audit first: How much have I actually been watching? Which shows would I genuinely miss? Is there a lower tier that still covers what matters? That is data (the viewing history) combined with insight into what it means for that particular household. Together, they lead to better decisions. 

Association leaders go through a version of that same process constantly, weighing whether to invest in a new event series, a new AMS, or a member benefit that’s been running quietly for years. Membership databases, event platforms, email metrics, surveys, and website analytics all sit ready to help. The problem is rarely a shortage of numbers. It’s that most of those numbers never get asked a real question.

Start With the Question, Not the Report

Consider one question that comes up often: Why is membership declining? It’s a fair starting point, but on its own it’s a bit like looking at a higher streaming bill and asking, “Why am I spending so much?” True, but too broad to act on.

A sharper version might be: Which members are lapsing, when does their disengagement begin, and what could change to catch it earlier? That same discipline, narrowing a big question into one that points toward a decision, applies well beyond renewal rates. It works just as well for recruitment, event attendance, new programming, or where to invest limited resources next year.

In an ideal world, an association could simply ask every non-renewing member why they left. In practice, meaningful feedback is hard to get once someone has already checked out, and honestly, exit surveys are rarely worth the staff time they cost. The people who bother to respond tend to be either unusually upset or unusually indifferent, and neither group represents the quiet majority who just drifted. It’s often more useful to skip the survey and look at what the association already has on hand: are lapses concentrated in a particular membership type, career stage, or region? Did those members attend events, open communications, or use key benefits before they went quiet?

The First 90 Days Deserve More Scrutiny Than They Usually Get

Here’s a number worth sitting with. According to Marketing General Inc.’s 2026 Membership Marketing Benchmarking Report, the median first-year member renewal rate is 72 percent, compared to an overall renewal rate of 82 percent, and both numbers have slipped from the year before. A ten-point gap like that usually means whatever happens, or doesn’t happen, in a member’s first year is doing more damage to retention than almost anything else on the books.

Most associations already collect the data that would explain that gap: did a new member attend an event, open an email, log in to the portal, or use a benefit in their first ninety days? Few actually pull that data together and look at it as its own category, separate from renewal patterns for members who’ve been around for a decade. Fixing that is often more a matter of reassembling what already exists than gathering anything new.

A Number Alone Doesn't Explain Itself

Data can show that something is happening. It rarely explains why on its own. That’s where staff observations, member conversations, survey comments, and the questions front-line teams keep fielding earn their place.

Take the value question. MGI’s 2026 report found that only 51 percent of associations rate their own value proposition as “Very Compelling” or “Compelling,” down from 57 percent the year before, and the single most common reason cited is an inability to clearly articulate that value in the first place, not a lack of value itself. That number alone doesn’t say why a given association’s confidence has slipped. But if a membership coordinator is fielding repeated calls from new members asking how to use benefits they already have, the two pieces of evidence start pointing in the same direction: some members simply don’t know what they’re paying for.

Treat that as a hypothesis worth testing, not a conclusion worth acting on yet.

Resist the Instinct to Add Something New

Here’s an opinion worth stating plainly: when retention dips, the reflex to launch a new program is usually wrong. A new program generates energy in the room and gives a board something concrete to rally around, but it also takes real time, staff, and budget to build. None of that is worth spending if the evidence never actually pointed to a gap in what the association offers, only to confusion about what’s already there.

If the evidence points to confusion rather than a gap in offerings, the stronger move is almost always smaller and less visible: a tighter onboarding sequence, a plainer explanation of existing benefits, or an earlier nudge toward one specific connection point in a member’s first few months. None of that makes for an exciting board update, but it tends to work.

Before bringing a recommendation forward, three questions are worth being able to answer honestly: What does the evidence suggest should change? Which members would feel that change? And what would need to shift in budget, staff time, or priority to make it happen?

Decide How You'll Know If It Worked

Once a change is made, define upfront how success will be measured, not after the fact. A revised onboarding sequence might be judged by benefit activation, early event participation, or first-year renewal rate over the following cycle.

A number that doesn’t move isn’t automatically a failed effort. Sometimes it just means the real driver was somewhere else entirely, and the next step is a sharper question rather than a bigger fix.

The Discipline Is the Strategy

Associations don’t win this by gathering more of everything. The ones that actually move their numbers tend to be disciplined about three things: asking a specific enough question to act on, going after the evidence that answers it instead of everything available, and having the nerve to make a smaller, less flashy change when that’s what the evidence actually supports. MGI’s 2026 report backs this up directly: associations that conduct member research annually are more likely to report membership growth, but only when that research really changes something. Roughly one in ten associations run the research and make no changes at all, which is the whole risk this piece has been pointing at from the start.

Associations face a version of the same decision subscribers make when they look at a higher streaming bill. Nobody scrolls through a full year of watch history to decide whether to keep it. They check the handful of things that settle the question: how often did I watch, what would I miss, is there a cheaper option that still covers it? Associations need the same discipline, finding the few data points that change what happens next, and then following through on the change.

Ashley Shank, CAE

Ashley joined RGI in 2017 and brings a wealth of experience in training, education, marketing, and human resources to her role as Membership Manager. A graduate of Indiana University – Indianapolis with a Bachelor of Arts in Psychology, concentrating in Industrial/Organizational Psychology, and a certificate in Human Resource Management, Ashley has spent her time in association management getting to know members, identifying ways organizations can better serve them, and improving the overall member experience.