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Which of the following is NOT a type of non-sampling error?
- a)Variability in the population
- b)Biased data collection
- c)Errors due to defective sampling design
- d)Ignorance of enumerators
Correct answer is option 'C'. Can you explain this answer?
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Which of the following is NOT a type of non-sampling error?a)Variabili...
Errors due to defective sampling design
Non-sampling errors refer to errors that occur in the research process other than the sample selection. These errors can affect the accuracy of the results and can arise from various sources.
Types of non-sampling errors:
- Variability in the population: This refers to the inherent variability present in the population being studied. Since it is not possible to measure every individual in the population, researchers must rely on samples to draw conclusions. The variability in the population can impact the accuracy of the results obtained from the sample.
- Biased data collection: Bias can be introduced at various stages of data collection, such as through leading questions, interviewer bias, or non-response bias. Biased data collection can lead to inaccurate results that do not reflect the true characteristics of the population.
- Ignorance of enumerators: Enumerators are individuals responsible for collecting data from respondents. If enumerators are not properly trained or supervised, they may make errors in data collection, recording, or interpretation. Ignorance of enumerators can lead to inconsistencies and inaccuracies in the data collected.
Errors due to defective sampling design:
Defective sampling design refers to errors that occur during the process of selecting a sample from the population. These errors can include using an inappropriate sampling method, sampling frame errors, or inadequate sample size. Such errors can introduce bias and affect the generalizability of the results obtained from the sample. Therefore, errors due to defective sampling design are considered a type of non-sampling error.
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Which of the following is NOT a type of non-sampling error?a)Variabili...
The text lists errors due to defective sampling design as a sampling error, not a non-sampling error.
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Which of the following is NOT a type of non-sampling error?a)Variability in the populationb)Biased data collectionc)Errors due to defective sampling designd)Ignorance of enumeratorsCorrect answer is option 'C'. Can you explain this answer?
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