Definition of Sampling Quiz

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In systematic sampling, what is the main risk associated with using a small sampling interval?

Reduced representation diversity

Increased bias (correct)

Introducing randomness

Skipping important data points

What is the primary disadvantage of using pure random sampling?

Limited control

Slower process

Increased bias

Inefficient representation (correct)

Why is random selection not always the primary benefit of using stratified sampling?

Exclusion of some subgroups

Biased representation (correct)

High cost implications

Randomization within strata only

What is a significant challenge when using cluster sampling to ensure unbiased results?

Lack of randomness within clusters Signup and view all the answers

In systematic sampling, what impact does starting with a non-random individual have on the representativeness of the sample?

Reduced accuracy Signup and view all the answers

Why might stratified sampling become less efficient when dealing with a large number of strata?

Increased computation complexity Signup and view all the answers

What is one potential drawback of selecting clusters based on geographical proximity in cluster sampling?

Introduction of spatial bias Signup and view all the answers

Which sampling method can be most affected by an ordered population list?

Systematic sampling Signup and view all the answers

What might be a consequence of using unequal cluster sizes in cluster sampling?

Biased results Signup and view all the answers

Why does systematic sampling not always guarantee an unbiased selection process?

Inherent pattern reinforcement Signup and view all the answers

Definition of Sampling Quiz

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Questions and Answers

In systematic sampling, what is the main risk associated with using a small sampling interval?

What is the primary disadvantage of using pure random sampling?

Why is random selection not always the primary benefit of using stratified sampling?

What is a significant challenge when using cluster sampling to ensure unbiased results?

In systematic sampling, what impact does starting with a non-random individual have on the representativeness of the sample?

Why might stratified sampling become less efficient when dealing with a large number of strata?

What is one potential drawback of selecting clusters based on geographical proximity in cluster sampling?

Which sampling method can be most affected by an ordered population list?

What might be a consequence of using unequal cluster sizes in cluster sampling?

Why does systematic sampling not always guarantee an unbiased selection process?

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Definition of Sampling Quiz

Podcast Beta

Questions and Answers

In systematic sampling, what is the main risk associated with using a small sampling interval?

What is the primary disadvantage of using pure random sampling?

Why is random selection not always the primary benefit of using stratified sampling?

What is a significant challenge when using cluster sampling to ensure unbiased results?

In systematic sampling, what impact does starting with a non-random individual have on the representativeness of the sample?

Why might stratified sampling become less efficient when dealing with a large number of strata?

What is one potential drawback of selecting clusters based on geographical proximity in cluster sampling?

Which sampling method can be most affected by an ordered population list?

What might be a consequence of using unequal cluster sizes in cluster sampling?

Why does systematic sampling not always guarantee an unbiased selection process?

More Quizzes Like This

Sampling Techniques in Research Methods

Methods of Data Collection: Direct Interview

Data Collection, Analysis &amp; Sampling Methods

Research Methods: Population and Sampling

Data Collection, Analysis & Sampling Methods