#08 Corpus Impact Score CI(t)

Corpus & Adoption Β· Impact measurement

Same structure as LIS but summed only over corpus variables π’ž (documentation metrics).

Data & measurement

Corpus and adoption indices separate documentation depth from speaker-side outcomes. Omit missing variables using the framework reweighting rule. Write explicit operational definitions for each symbol in your protocol, even when abbreviations look standard. Log instrument versions, sample frames, and cleaning rules whenever estimates are refreshed so longitudinal comparisons stay valid.

Solution & proof

Conceptual summary: Same structure as LIS but summed only over corpus variables π’ž (documentation metrics). Treat this as a measurement recipe: map each symbol to an empirical quantity, substitute estimates, and simplify with ordinary algebra (including logarithms, min/max caps, or piecewise branches where shown). Where limits or integrals appear, approximate with discrete sums on cohorts or time steps when closed forms are impractical. Interpret the result against thresholds in the cited source and report uncertainty on inputs.

Playground

Worked examples and interactive charts now live on their own page.

Open the playground to test sample values, review worked scenarios, and explore how this formula behaves across multiple cases.

Open playground
Source & tags

Source

Impact measurement framework β€” Corpus & Adoption

Tags

impact-measurementci-t