Probability Sampling Methods

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10 Questions

What is the primary difference between convenient samples and judgment samples?

Judgment samples require the researcher's judgment, whereas convenient samples do not.

What type of sampling is often used in focus group studies?

Judgment sampling

What is the primary advantage of using referral sampling?

It is useful when there is a limited sample frame.

What is the main characteristic of quota sampling?

It establishes a specific quota for various types of individuals to be interviewed.

What is the primary limitation of referral sampling?

The selectivity used throughout the sampling process.

Which type of sampling is used in industrial marketing research situations?

Referral sampling

What is the primary difference between judgment samples and quota samples?

Quota samples establish a specific quota for various types of individuals to be interviewed, whereas judgment samples do not.

What is the primary advantage of using judgment sampling?

It allows the researcher to use their judgment or 'educated guess' as to who should represent the population.

Which type of sampling is used when there is a limited sample frame?

Referral sampling

What is the primary characteristic of quota sampling?

It is defined by key characteristics used to identify the population.

Study Notes

Probability Sampling Methods

  • Simple random sampling method: every member of the population has an equal and known probability of being selected.
  • Probability of selection = Sample Size / Population Size

Simple Random Sampling

  • Blind draw method: choosing participants randomly by their names or unique designations.
  • Table of random numbers method: using a table of random numbers to select participants.

Simple Random Sampling Procedure

  • Step 4: Access the population according to the specified definition.
  • Step 5: Draw the sample, which is a two-phase process.
  • Step 6: Validate the sample by comparing its demographic profile with a known profile.
  • Step 7: Resample if necessary, by selecting more respondents and adding them to the sample.

Systematic Sampling

  • A probability sampling method that uses a random starting point and a fixed skip interval.
  • It is often used due to its economic efficiency and ease of application.

Non-Probability Sampling Methods

Judgment Samples

  • A sampling method that requires the judgment of the researcher to select individuals who represent the population.
  • Often used in focus group studies.

Referral Sampling

  • A sampling method that requires respondents to provide names of additional respondents.
  • Also known as "snowball samples".

Quota Samples

  • A non-probability sampling method that establishes a specific quota for various types of individuals to be interviewed.
  • Quotas are determined by the research objectives and are defined by key characteristics used to identify the population.

Learn about probability sampling methods, including simple random sampling, and how it differs from non-probability sampling. Understand the formula for probability of selection.

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