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Global Inequality Population Weight Term Tool

One population-weighted between-group Theil T contribution, using the zero-income continuous limit and an externally supplied global mean.

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Description

Return population share, income share, and income share times ln(group mean/global mean), using zero for a zero group mean.

Population and eligibility summaries depend on who enters the numerator and denominator. Weighted shares can differ from unweighted averages, and source coverage is a different property from representativeness or outcome quality.

Return population share, income share, and income share times ln(group mean/global mean), using zero for a zero group mean.

When to use this tool

Use Global Inequality Population Weight Term when you need a population count or share on a declared inclusion basis.

How to use the tool and how it works

  1. Enter groupPopulation, totalPopulation, groupMeanIncome, globalMeanIncome. 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 populationWeight, incomeShare, betweenGroupTheilTerm. Use the output convention below.

Require positive totalPopulation and globalMeanIncome and nonnegative group population within total and nonnegative groupMeanIncome. Return population share, income share, and income share times ln(group mean/global mean), using zero for a zero group mean.1

Input fieldMeaning and unitsAccepted input
groupPopulationGroup PopulationRequired. Finite number; minimum 0.
totalPopulationTotal PopulationRequired. Finite number; strictly above 0.
groupMeanIncomeGroup Mean IncomeRequired. Finite number; minimum 0.
globalMeanIncomeGlobal Mean IncomeRequired. Finite number; strictly above 0.
Output fieldInterpretationReturned shape
populationWeightPopulation WeightRequired. Finite number.
incomeShareIncome ShareRequired. Finite number.
betweenGroupTheilTermOne income-share-weighted natural-log contribution, not a complete Theil index.Required. Finite number.
json
{
  "input": {
    "groupPopulation": 100,
    "totalPopulation": 1000,
    "groupMeanIncome": 2000,
    "globalMeanIncome": 1000
  },
  "output": {
    "populationWeight": 0.1,
    "incomeShare": 0.2,
    "betweenGroupTheilTerm": 0.13862943611198905
  }
}

Limitations and assumptions

  • This is one between-group Theil contribution in natural-log units and can be negative; a full decomposition needs compatible groups and means, and no inequality dataset or policy conclusion is verified.
  • 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

Reconcile the source population and weighting scheme before comparison. Use a complete statistical analysis when sampling uncertainty, demographic interpretation, or causal explanation matters.

References

  1. Calculation and input contract: global-studies/global-inequality-population-weight-term — tool.io

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