Read demographic age structure without a deterministic forecast
Calculate age composition and distinguish momentum from an inevitable prediction.
Learning outcome: Calculate age composition and distinguish momentum from an inevitable prediction.
Starting recap
Age categories organize counts; they do not measure individual productivity or value.
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Try
Young 30%,older 20% in 1000 people leaves 500 working-age and a dependency ratio 100 per 100.
Open the experimentPredict
Can two equal-size populations have different near-term birth totals under the same age-specific fertility?
Experiment
Compare young/older pairs 30/20,10/40,40/10. Distinguish equal dependency ratios from different reproductive age structures.
Separate age structure from a forecast
Worked teaching model · synthetic values · Synthetic total 1000 people in three broad age groups: young, working-age, older. Working-age share is 100−young−older. Dependency ratio is a demographic count ratio, not a measure of actual work, ability or social value.
Reset keeps your prediction, captures and practice history.
| Quantity | Value | Unit |
|---|---|---|
| Young people | 300 | people |
| Working-age people | 500 | people |
| Older people | 200 | people |
| Age dependency ratio | 100 | young+older per 100 working-age |
Equal totals can conceal different age composition and future reproductive potential.
Broad age groups alone omit age-specific survival, fertility, migration and sex composition. Demographic dependency does not say who actually works or receives support.
Predict before changing a control. Save two contrasting captures and explain what is held fixed. Displayed digits are calculation precision, not experimental uncertainty.
Equal totals can conceal different age composition and future reproductive potential.
Broad age groups alone omit age-specific survival, fertility, migration and sex composition. Demographic dependency does not say who actually works or receives support.
Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.
Understand
Apply
Public practice checks a specific claim. It does not establish independent mastery.
Compare retained captures, show units and denominators, and explain a new case without overstating a forecast. Calculate age composition and distinguish momentum from an inevitable prediction.
Continue
Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.
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