The best replacement for longitudinal studies is cross sectional studies.

The best alternatives to longitudinal studies are rated as following:
★★★★★  cross sectional studies
★★★★★  cross sectional
★★★  studies

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longitudinal studies
cross sectional studies
cross sectional