The best replacement for naturalistic observation is case study.

The best alternatives to naturalistic observation are rated as following:
★★★★★  case study
★★★★  laboratory observation
★★★  structured observation
★  systematic observation
★  experimental method
  case studies

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naturalistic observation
case study
laboratory observation