Fowler ch.1: Introduction
the purpose of the survey is to produce statistics— quantitative descriptions about some aspects of the study population
the main way of collecting info is by asking people questions
info is generally collected about a fraction of the population (a sample)
Reasons for surveys
three potential properties of data from a properly done survey that may make them preferable to data from other sources
probability sampling
enables one to have confidence that the sample isn’t a biased one and to estimate how precise the data are likely to be
standardized measurement
consistent across all respondents
ensures that comparable info is obtained about everyone who’s described
special-purpose survey
ensures that all the data for a given analysis are available and can be related
Components of surveys
sampling
to select a small subset of a population representative of the whole population
the key is finding a way to give nearly all population members the same chance of being selected and using probability methods for choosing the sample
question design
researchers evaluate questions to find out if they are well understood and if the answers are meaningful
pretests of surveys
choice of question wording- more objective
interviewing
when interviewers are used, it’s important that they avoid influencing the answers respondents give and at the same time maximize the accuracy with which questions are answered
give the interviewers standardized questions
interviewers need to be trained in how to administer a survey to avoid introducing important biases in the answers they obtained
mode of data collection
in-person
telephone interviewing
the internet
mail surveys
total survey design
optimal survey design will take into account all the most important aspects of the survey process
whether or not to use a probability sample
the sample frame (people who have a chance to be sampled)
the size of the sample
the sample design
the response rate
the quality of the data will be no better than the most error-prone feature of the survey design
the purpose of the survey is to produce statistics— quantitative descriptions about some aspects of the study population
the main way of collecting info is by asking people questions
info is generally collected about a fraction of the population (a sample)
Reasons for surveys
three potential properties of data from a properly done survey that may make them preferable to data from other sources
probability sampling
enables one to have confidence that the sample isn’t a biased one and to estimate how precise the data are likely to be
standardized measurement
consistent across all respondents
ensures that comparable info is obtained about everyone who’s described
special-purpose survey
ensures that all the data for a given analysis are available and can be related
Components of surveys
sampling
to select a small subset of a population representative of the whole population
the key is finding a way to give nearly all population members the same chance of being selected and using probability methods for choosing the sample
question design
researchers evaluate questions to find out if they are well understood and if the answers are meaningful
pretests of surveys
choice of question wording- more objective
interviewing
when interviewers are used, it’s important that they avoid influencing the answers respondents give and at the same time maximize the accuracy with which questions are answered
give the interviewers standardized questions
interviewers need to be trained in how to administer a survey to avoid introducing important biases in the answers they obtained
mode of data collection
in-person
telephone interviewing
the internet
mail surveys
total survey design
optimal survey design will take into account all the most important aspects of the survey process
whether or not to use a probability sample
the sample frame (people who have a chance to be sampled)
the size of the sample
the sample design
the response rate
the quality of the data will be no better than the most error-prone feature of the survey design