Placebo Windows for Cohort Causality

Use pre-birth 'placebo' exposure windows to test whether relationships between early-life conditions and adult fertility are real or just trend artifacts. Comparing true exposure effects to placebo effects provides a simple falsification step that strengthens cohort-based claims. — This raises methodological standards for policy-relevant demography, making causal claims about fertility drivers more trustworthy before they guide interventions.