Week Nine Flashcards

Sampling

1
Q

What is the sampling process?

A
  1. Define population of interest.
  2. Decide whether to sample or census.
  3. Decide on sampling frame.
  4. Select sampling method.
  5. Determine sample size.
  6. Implement the sampling procedure.
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2
Q

What is the target population?

A

Who should and shouldn’t be included in the sample.

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3
Q

What is a census?

A

Investigation of all individual elements that make up a population.

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4
Q

What is a random sampling error in a survey error?

A

Variation between the sample mean and the population mean.

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5
Q

What is a systematic error in a survey error?

A

Due to some imperfect aspect of the research design on or from a mistake in the execution of the research.

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6
Q

What is response bias?

A

A bias that occurs when a respondent tends to answer questions with a certain slant that consciously or unconsciously misrepresents the truth.

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7
Q

What is a sampling frame?

A

A list, or set of directions for identifying the target population. Eg. Telephone book, association directory, mailing list, city map, etc.

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8
Q

What is sample frame error?

A

A list that may omit some elements of the population or include other elements which do not belong.

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9
Q

What are measures of central tendency?

A

Mean, median and mode.

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10
Q

What are measures of dispersion?

A

Range and standard deviation

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11
Q

What is confidence level?

A

The probability that the inferences made by analysing the data generated by the sample can be accurately extrapolated to the population.

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12
Q

What is standard deviation?

A

The average distance any given participant’s response to an item will be from the mean. Eg. What is the variance from the MEAN?… Eg. the river is on average 1 metre deep.

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13
Q

What are some methods to increase survey response rates?

A
  • preliminary notification
  • foot-in-the-door
  • personalisation
  • anonymity
  • response deadline
  • appeals
  • sponsorship
  • incentives
  • questionnaire length
  • questionnaire size, reproduction, and colour
  • type of postage Eg. return envelopes
  • follow-ups
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14
Q

What are the most common probability (quantitative) sampling methods?

A
  • simple random sampling
  • systematic sampling
  • stratified random sampling
  • cluster sampling
  • multistage sampling
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15
Q

What are the most common non-probability (qualitative) sampling methods?

A
  • convenience sampling
  • judgement sampling
  • quota sampling
  • snowball sampling
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