w6 module Flashcards
- A statistical fluctuation that occurs because of chance variation in the elements selected for a sample.
Random Sampling Error
Error resulting from some imperfect aspect of the research design that causes respondent error or from a mistake in the execution of the research.
Systematic Error
A persistent tendency for the results of a sample to deviate in one direction from the true value of the population parameter.
The many sources of error that in some way systematically influence answers can be divided
into two general categories: respondent error and administrative error.
Sample Bias
A category of sample bias resulting from some respondent action or inaction such as nonresponse or response bias.
Respondent Error
The statistical differences between a survey that includes only Those who responded and a perfect survey that would also include those who failed to
respond.
Nonresponse Error -
People who are not contacted or who refuse to cooperate in the
research.
Non Respondents
People who are not at home or who are otherwise inaccessible on the first and second contact.
No Contacts
________- People who are unwilling to participate in a research project.
Refusals
- A bias that occurs because people who feel strongly about a subject are more likely to respond to survey questions than people who feel indifferent about
it.
Self-Selection Bias
A bias that occurs when respondents either consciously or unconsciously tend to answer questions with a certain slant that misrepresents the truth.
Response Bias
A response bias may occur when people misrepresent answers to appear intelligent, conceal personal information, avoid embarrassment, and so on.
Falsification
Even when a respondent is consciously trying to be
truthful and cooperative, response bias can arise from the question format, the question
content, or some other stimulus.
Unconscious Misrepresentation
Type of Response Bias
- Acquiescence Bias
- Extremity Bias
- Interviewer Bias
- Social Desirability Bias
A tendency for respondents to agree with all or
most questions asked of them in a survey.
Acquiescence Bias -
A category of response bias that results because some individuals tend to use extremes when responding to questions.
Extremity Bias
- A response bias that occurs because the presence of the interviewer influences respondents’ answers.
Interviewer Bias
- Bias in responses caused by respondents’ desire, either conscious or unconscious, to gain prestige or appear in a different social role.
Social Desirability Bias
- An error caused by the improper administration or execution of the research task.
Administrative Error
A category of administrative error that occurs because of
incorrect data entry, incorrect computer programming, or other procedural errors during
data analysis.
Data-Processing Error
- An administrative error caused by improper sample design or sampling procedure execution.
Sample Selection Error