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We've tracked member usage since almost day 1, which was 4yrs ago, so we can see how long a member has been here, when their anniversary date is, and what their usage patterns are. including when they change membership levels and to what level when. We also track when a person came in for a tour so we can see how long it took them to sign up.
With the tracking document we can then also predict busy days or months, when a member is likely to be on vacation, if they paused their membership with some consistency, etc. but also we can see when someone checks out (a significant drop in usage) and then mark their official last day, so we do have that attrition data.
I added weather and temperature last year, but have been diligent since Jan 1 of this year, in addition to significant events and promotions for the space (Coworking Day, #FiverFri, member potlucks, movie nights, boardgame nights, pub nights, meetups) and significant things in the city or neighbourhood (elections, transit woes, festivals, local and international tech and marketing conferences, demonstrations, construction inconvenience, etc) so that I can compare usage to weather and civic disruptions or events. I have a hypothesis for weather vs usage that I'm hoping I'll able to prove, but as I said I've only been diligent this calendar year and I'd like to get more than 3mos before I consider it proven. Winter in Canada isn't fair to judge member usage or tour frequency.
And since we're a small space, I do this with Google spreadsheets. It's also a shared document with my community managers which indicates who are key holders, contact info, and emergency contact info.
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For example, raising rates for future members only (as long as people stay members, they keep the rate they signed up at) seems to work well. Changing rates of current members up or down seems to cause severe churn.
Can seasonality be offset by vision/expectations of leaders/activities? I'd love to know.
The question is also: what themes cause members to quit, or to stay?
What themes have ya'll noticed with how to get members to stay longer? and what gets members to quit in groups?