The best replacement for confirmatory research is exploratory research.

The best alternatives to confirmatory research are rated as following:
★★★★★  exploratory research

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Google Trends

Scale is based on the average worldwide traffic of confirmatory research in all years. Click on graph for more.
confirmatory research
exploratory research