Choosing your metrics, KPIs, etc...
how to measure what matters + philosophical musings on whether the important things can be measured
sari and
Choosing your metrics, KPIs, etc...
Value capture occurs when an agent’s values are rich and subtle; they enter a social environment that presents simplified — typically quantified — versions of those val-ues; and those simplified articulations come to dominate their practical reasoning. Examples include becoming motivated by FitBit’s step counts, Twitter Likes and Re-tweets,... See more
PhilPapers
excellent work by C. Thi Nguyen
Human pain is too abstract to be represented in spreadsheets.
Craig Mod • Offscreen Magazine Interview
We believe that being data-informed comes down to internalizing a set of values. These are simple, few, yet exceedingly powerful:
- Conviction around a purpose rather than searching for meaning in numbers
- Setting verifiable goals rather than vague aspirations
- Company-wide familiarity with metrics rather than outsourcing to “data people”
- Active
Julie Zhuo • The Data-Informed Manifesto
Kiwi SaaS Metrics That Matter 2023^LLJ r2.2.pdf
slideshare.net
Too Much Efficiency Makes Everything Worse: Overfitting and the Strong Version of Goodhart's Law
Jascha Sohl-Dicksteinsohl-dickstein.github.ioWhich leads on to my next point. See, not only do numbers not capture what matters (love, happiness, awe, spirituality, creativity are by definition unquantifiable beyond mere surface appearances) they are also extremely open to manipulation.
thomasjbevan.substack.com • The Tyranny of Numbers - By Thomas J Bevan - The Commonplace
Overpowered Metrics Eat Underspecified Goals
ribbonfarm.com
How did people respond? Did I strike an emotional nerve? This goes beyond easy, legible metrics like pageviews or social media likes, or even comments, which are at best hazy approximations of external resonance. It’s about looking for signals that something genuinely MATTERED to one or more humans, and elicited a response that’s out of proportion with the average digital interaction. Lots of likes is an okay-ish signal. Lots of comments is a clearer signal. A small handful of comments or private replies from people saying they’ve never felt so seen or understood by a piece of writing – that’s the kind of thing I’m trying to discern and quantify here.