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Home
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Better off (blog)
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The Candidate Ledger: West Orange 2026
West Orange Ledger (Township)
West Orange Schools Ledger (Board of Ed)
Beyond the Score
Book a discovery call
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Measurement and Accountability David Asiamah 11/6/26 Measurement and Accountability David Asiamah 11/6/26

What a data tool won't tell you until you make it argue with itself

School ratings help set home prices, but they also track whom a school enrolls. We built a tool with ten years of New Jersey Department of Education data for West Orange’s eleven schools and tested what a single proficiency number can and can’t tell you.

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Is anyone better off?

We ask it of every program we work on, our own engagements included. Let's talk about what your organization would build.

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As-I-Am Consulting Group · Translational strategy, systems over symptoms

“Is anyone better off?” is a question we borrow from Mark Friedman's Results-Based Accountability framework.

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