takt/builtins/en/knowledge/research-comparative.md

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Comparative Research Knowledge

Comparative Research Principles

When comparing two or more subjects, align same indicators under same conditions.

Criterion Judgment
Both subjects' data aligned on same indicator and year OK
Only one side has data REJECT
Indicator definitions differ between subjects Warning (note the differences)
Comparing absolute values without considering scale Warning (add per-capita ratios)

Aligning Comparison Axes

When subjects differ in scale or background, direct comparison can be misleading. Normalize (per capita, per area, etc.) and explicitly state condition differences.

Comparative Data Collection

In comparative research, data for only one side halves the value.

Criterion Judgment
Collected from the same data source for all subjects OK
Collected from different data sources per subject Warning (verify comparability)
Data missing for some subjects Note gaps, limit comparison to available range

Determining Non-comparability

When indicator definitions fundamentally differ, report "not comparable" rather than forcing comparison. Identify partially comparable items and state the comparable scope.