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In which sampling method is the same number of units chosen from each subgroup, regardless of the subgroup's proportion in the overall population?

A
  

Simple random sampling

B
  

Stratified random sampling

C
  

Proportionate stratified random sampling

D
  

Disproportionate stratified random sampling

Correct Answer: D

Disproportionate stratified random sampling

  • In disproportionate stratified random sampling, equal numbers of units are selected from each subgroup (stratum).
  • The selection is independent of the subgroup’s actual proportion in the total population.
  • This ensures adequate representation of smaller or minority groups.
  • Useful when some strata are too small and may be overlooked in proportionate sampling.
  • Contrasts with proportionate stratified sampling, where sample size matches population share.
  • Example: Selecting 50 respondents each from rural and urban groups, even if their population sizes differ.
  • Helps in comparative analysis between subgroups.
  • However, it may require weighting during analysis to avoid bias.
  • Widely used in social research where subgroup comparison is important.

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