Education

-5.58%

mechanical system retrofits alone may reduce chronic absenteeism, though evidence is preliminary

Pumps, motors, and drives retrofits alone were associated with 5.58% lower chronic absenteeism

Schools receiving only pumps, motors, and drives retrofits showed 5.58% lower chronic absenteeism, though the small sample (n = 18) means this finding requires replication.

Members only

Read the full studysheet

This studysheet is for members. Membership opens everything The Built Review publishes.

What membership opens

Reports
Independent analysis of the science, with the counter-voice named.
Worksheets
Research put to work, structured for your AI tools.
Factorsheets
One factor, every study weighed for and against.
Studysheets
One finding, one number, each linked to its source.
New Research
A quarterly roundup of the studies worth reading.
Downloads
Reports as PDF, Markdown and JSON, with the full evidence behind them.

€490 a year

Everything included. Cancel anytime.

Your account works with a one-time email code. No password.

Secure checkout via Stripe · 14-day right of withdrawal

Want to see the work first?

The open sample is free to read: one of each document type

Or take the free newsletter: one email when there is something worth saying.

← All findings