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Extension Adoption Observed Denominator Tool

Audit observed adoption counts under an explicit missing-observation denominator policy.

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Description

Divide adopted by observed, adding unobserved to the denominator only when includeUnobserved.

Extension-service records track resources, attendance, feedback and permission assertions. Distinct people and repeated records have different denominators, and a complete record does not prove valid consent or a high-quality service. Names such as verified describe caller-supplied evidence flags.

Divide adopted by observed, adding unobserved to the denominator only when includeUnobserved.

When to use this tool

Use Extension Adoption Observed Denominator when checking the stated extension-service record, participation or permission convention.

How to use the tool and how it works

  1. Enter adopted, observed, unobserved, includeUnobserved. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read denominator, share. Use the output convention below.

Require whole observed>=1, adopted<=observed and unobserved>=0. Divide adopted by observed, adding unobserved to the denominator only when includeUnobserved.1

Input fieldMeaning and unitsAccepted input
adoptedAdoptedRequired. Safe integer; minimum 0.
observedObservedRequired. Safe integer; minimum 1.
unobservedUnobservedRequired. Safe integer; minimum 0.
includeUnobservedTrue includes unobserved count in denominator; no observation is imputed for those people.Required. Boolean.
Output fieldInterpretationReturned shape
denominatorDenominatorRequired. Safe integer.
shareDimensionless share using the operation-specific denominator stated above; not a percentage number.Required. Finite number.
json
{
  "input": {
    "adopted": 30,
    "observed": 60,
    "unobserved": 40,
    "includeUnobserved": false
  },
  "output": {
    "denominator": 60,
    "share": 0.5
  }
}

Limitations and assumptions

  • Including unobserved people is a reporting convention, not evidence they did not adopt; no population adoption estimate is fitted.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Review original service and participant records and the applicable permission/organizational rules for actual use or reporting decisions.

References

  1. Calculation and input contract: agricultural-extension/extension-adoption-observed-denominator — tool.io

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