Impact Notes

Articles, decks, and resources from Learning Collider’s team and network are compiled here in our blog, Impact Notes. You can also view and subscribe to our blog on Medium.

Algorithms Are Not Monoliths
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Algorithms Are Not Monoliths

Learning Collider’s research often involves surveying the users of a partner tech platform, frequently to better understand their beliefs about their local community, whether that’s school quality, air quality, rental pricing, or other relevant metrics.

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Randomization Round-Up
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Randomization Round-Up

Randomization is a powerful tool for cutting through the noise and complexity of humans; it’s key to rigorous research and experimentation. Properly randomizing treatment and control groups for an intervention, program, or product can help us generate strong evidence of causality — not just correlation.

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Affordable Housing Tech & Data Series, Part 4
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Affordable Housing Tech & Data Series, Part 4

Rents are the go-to indicators for understanding the cost of leased housing in the U.S. But the actual cost of a unit - be it a single-family home, apartment, or any unit in between - is a complicated nexus of mandatory fees and expenses from initial application to deposits to utilities. To understand the hurdles to affordable housing, notably for low-income households including Section 8 voucher holders, policymakers and agencies need robust data beyond rents.

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