The best replacement for non experimental research is experimental research.

The best alternatives to non experimental research are rated as following:
★★★★★  experimental research

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Google Trends

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