Social Science Computer Review · 2013 · 134 citations · 30 references
ComputingDesignData VisualizationInformation VisualizationSurveyingQuestion AnsweringQuestionnaire DesignSampling TheorySurvey ProcessesSurvey ResearchSurvey SamplingMatrix QuestionsMissing Data In SurveysOnline SurveysSurvey QuestionsSurvey Research DesignSurvey SatisficingVisual ComplexityWeb Survey Design
Grid or matrix questions are associated with a number of problems in Web surveys. In this paper, we present results from two experiments testing the design of grid questions to reduce breakoffs, missing data, and satisficing. The first examines dynamic elements to help guide respondent through the grid, and on splitting a larger grid into component pieces. The second manipulates the visual complexity of the grid and on simplifying the grid. We find that using dynamic feedback to guide respondents through a multi-question grid helps reduce missing data. Splitting the grids into component questions further reduces missing data and motivated underreporting. The visual complexity of the grid appeared to have little effect on performance.
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A 12-Item Short-Form Health Survey
John E. Ware, Mark Kosinski, Susan Keller · Medical Care · 1996 · 17.1K citations
Emotional design: why we love (or hate) everyday things
Choice Reviews Online · 2004 · 3.1K citations
Arts, Design, Social Psychology +14