Graphic representing Eliciting People’s First-Order Concerns: Text Analysis of Open-Ended Survey Questions

Eliciting People’s First-Order Concerns: Text Analysis of Open-Ended Survey Questions


https://scholar.harvard.edu/files/stantcheva/files/text_analysis_of_open-ended_questions.pdf
Harvard University, Cambridge, MA

Comparing traditionally structured survey questions vs. the benefits of open-ended survey questions combined with text analysis to allow a wider range of responses.

by Beatrice Ferrario and Stefanie Stantcheva

Open-ended survey questions offer the potential to elicit people’s first-order considerations on policy issues. By not constraining respondents to a given set of answer choices, they avoid priming them to think of otherwise non-salient options or omitting relevant options. Open-ended questions can range from broader to more targeted. Leveraging recent advances in text analysis, their answers can be visualized and quantitatively studied to shed light across many areas of economics.

Organization Type: Academic / research organization
Status: N/A
Last Modified: 3/31/2026
Added on: 9/15/2025

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