Why confidence-based prioritization frameworks like RICE are mostly noise

Jason Cohen

3d ago· 18 min readenInsight

technology product management business decision-making

Summary

This article critiques confidence-based prioritization frameworks like RICE (Reach, Impact, Confidence, Effort), arguing that confidence scores are largely noise and create a false sense of precision. The author contends that confidence is often unknowable and that teams would be better served by making decisions transparently without pretending to quantify the unquantifiable. The piece explores cognitive biases, the illusion of control, and offers alternative approaches to prioritization that embrace uncertainty rather than masking it with pseudo-metrics.

Source

bskyWhy confidence-based prioritization frameworks like RICE are mostly noiselongform.asmartbear.com

Key quotes

· 3 pulled

If two projects generate equal value for equal effort, but we're confident we can execute the first and unsure about the second, we should pick the first.

Confidence scores are largely noise and create a false sense of precision.

We should make decisions without pretending to know the unknowable.

Snippet from the RSS feed

RICE and other confidence-based frameworks are mostly noise. Here's how to make decisions without pretending to know the unknowable.

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