The best replacement for cross sectional study is longitudinal study.

The best alternatives to cross sectional study are rated as following:
★★★★★  longitudinal study
★★★★  case control study
★★★  cohort
★★  retrospective cohort
★★  ecological
★★  case series
★  case study
★  longitudinal
★  correlational study
★  cohort study
  case control

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cross sectional study
longitudinal study
case control study