The best replacement for descriptive research is experimental research.

The best alternatives to descriptive research are rated as following:
★★★★★  experimental research
★★  exploratory research
★★  explanatory research
★★  qualitative research
★★  analytical research
★  correlational
  exploratory
  quantitative research
  experimental
  action research

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Google Trends

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