As many in the AI field transition from a model-centric to a data-centric approach, the quality of training data is receiving increased attention. As many in the AI field transition from a model-centric to a data-centric approach, the quality of …
Surveys are a vital tool for understanding public opinion and knowledge, but they can also yield biased estimates of behavior. Here we explore a popular and important behavior that is frequently measured in public opinion surveys: news consumption. …
Data scientists are increasingly turning their attention to the collection of high quality training data. Those of us with expertise in data collection can apply lessons in web survey design to them.
Motivated misreporting occurs when respondents give incorrect responses to survey questions to shorten the interview; studies have detected this behavior across many modes, topics, and countries. This paper tests whether motivated misreporting …
The U.S. Consumer Expenditure Interview Survey asks many filter questions to identify the items that households purchase. Each reported purchase triggers follow-up questions about the amount spent and other details. We test the hypothesis that …
Many large-scale government surveys do not have the budget or time to conduct experiments to assess the effects of questionnaire changes. Rather than conducting an experiment, this paper proposes the use of a parallel web survey and multiple …
Motivated misreporting occurs when respondents give incorrect responses to questions to shorten a survey interview. Previous research has shown that motivated misreporting occurs across many modes, topics and countries. Those studies have often …
As survey costs increase and response rates decrease, researchers are looking to alternative methods to collect data from study subjects. Passive data are data collected from subjects without posing questions and recording responses. Examples are …
Filter questions are used to administer follow-up questions to eligible respondents while allowing respondents who are not eligible to skip those questions. Filter questions can be asked in either the interleafed or the grouped formats. In the …