The best replacement for problem statement is hypothesis.

The best alternatives to problem statement are rated as following:
★★★★★  hypothesis
★★★★  research question
★★★★  thesis statement
★★★  purpose statement
★★  background
★★  business case
★  research problem
  research questions
  opportunity statement
  question

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problem statement
hypothesis
research question