The best replacement for an observational study is an experiment.

The best alternatives to an observational study are rated as following:
★★★★★  an experiment
★★★★★  experimental
★★★★  randomized experiment

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Google Trends

Scale is based on the average worldwide traffic of an observational study in all years. Click on graph for more.
an observational study
an experiment
experimental