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Measuring What Is Top of Mind

Author

Listed:
  • Ingar Haaland

    (NHH Norwegian School of Economics and FAIR)

  • Christopher Roth

    (University of Cologne and ECONtribute, Max Planck Institute for Research on Collective Goods, CEPR)

  • Stefanie Stantcheva

    (Harvard University, NBER, CEPR)

  • Johannes Wohlfart

    (University of Cologne and ECONtribute, Max Planck Institute for Research on Collective Goods, CEBI, CESifo)

Abstract

We survey the recent literature in economics measuring what is on top of people's minds using open-ended questions. We first provide an overview of studies in political economy, macroeconomics, finance, labor economics, and behavioral economics that have employed such measurement. We next describe different ways of measuring the considerations that are on top of people's minds. We also provide an overview of methods to annotate and analyze such data. Next, we discuss different types of applications, including the measurement of motives, mental models, narratives, attention, information transmission, and recall. Our review highlights the potential of using open-ended questions to gain a deeper understanding of mechanisms underlying observed choices and expectations.

Suggested Citation

  • Ingar Haaland & Christopher Roth & Stefanie Stantcheva & Johannes Wohlfart, 2024. "Measuring What Is Top of Mind," ECONtribute Discussion Papers Series 298, University of Bonn and University of Cologne, Germany.
  • Handle: RePEc:ajk:ajkdps:298
    as

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    File URL: https://www.econtribute.de/RePEc/ajk/ajkdps/ECONtribute_298_2024.pdf
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    References listed on IDEAS

    as
    1. Akerlof, George A. & Snower, Dennis J., 2016. "Bread and bullets," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PB), pages 58-71.
    2. Stantcheva, Stefanie & Dechezleprêtre, Antoine & Fabre, Adrien & Kruse, Tobias & Planterose, Bluebery & Sanchez Chico, Ana, 2022. "Fighting Climate Change: International Attitudes Toward Climate Policies," CEPR Discussion Papers 17602, C.E.P.R. Discussion Papers.
    3. Peter Andrebriq & Carlo Pizzinelli & Christopher Roth & Johannes Wohlfart, 2022. "Subjective Models of the Macroeconomy: Evidence From Experts and Representative Samples [Rationally Confused: On the Aggregate Implications of Information Provision Policies]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2958-2991.
    4. Jonathan de Quidt & Johannes Haushofer & Christopher Roth, 2018. "Measuring and Bounding Experimenter Demand," American Economic Review, American Economic Association, vol. 108(11), pages 3266-3302, November.
    5. Abeler, Johannes & Huffman, David B. & Raymond, Collin, 2023. "Incentive Complexity, Bounded Rationality and Effort Provision," IZA Discussion Papers 16284, Institute of Labor Economics (IZA).
    6. Romero, Mauricio & Bedoya, Juan & Yanez-Pagans, Monica & Silveyra, Marcela & de Hoyos, Rafael, 2022. "Direct vs indirect management training: Experimental evidence from schools in Mexico," Journal of Development Economics, Elsevier, vol. 154(C).
    7. Simon Gachter & Ernst Fehr, 2000. "Cooperation and Punishment in Public Goods Experiments," American Economic Review, American Economic Association, vol. 90(4), pages 980-994, September.
    8. Johannes Abeler & David Huffman & Colin Raymond, 2023. "Incentive Complexity, Bounded Rationality and Effort Provision," Economics Series Working Papers 1012, University of Oxford, Department of Economics.
    9. Anselm Hager & Lukas Hensel & Johannes Hermle & Christopher Roth, 2023. "Political Activists as Free Riders: Evidence from a Natural Field Experiment," The Economic Journal, Royal Economic Society, vol. 133(653), pages 2068-2084.
    10. Michael Bailey & Eduardo Dávila & Theresa Kuchler & Johannes Stroebel, 2019. "House Price Beliefs And Mortgage Leverage Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2403-2452.
    11. Suanna Oh, 2023. "Does Identity Affect Labor Supply?," American Economic Review, American Economic Association, vol. 113(8), pages 2055-2083, August.
    12. Zucman, Gabriel & Bustos, Sebastian & Pomeranz, Dina & Suárez Serrato, Juan Carlos & Vila-Belda, José, 2022. "The Race Between Tax Enforcement and Tax Planning: Evidence From a Natural Experiment in Chile," CEPR Discussion Papers 17347, C.E.P.R. Discussion Papers.
    13. Peter Andre & Philipp Schirmer & Johannes Wohlfart, 2023. "Mental Models of the Stock Market," ECONtribute Discussion Papers Series 259, University of Bonn and University of Cologne, Germany.
    14. Dani Rodrik & Stefanie Stantcheva, 2021. "A Policy Matrix for Inclusive Prosperity," NBER Working Papers 28736, National Bureau of Economic Research, Inc.
    15. Erzo F. P. Luttmer & Andrew A. Samwick, 2018. "The Welfare Cost of Perceived Policy Uncertainty: Evidence from Social Security," American Economic Review, American Economic Association, vol. 108(2), pages 275-307, February.
    16. Leonardo Bursztyn & Benjamin R. Handel & Rafael Jimenez & Christopher Roth, 2023. "When Product Markets Become Collective Traps: The Case of Social Media," NBER Working Papers 31771, National Bureau of Economic Research, Inc.
    17. Felix Chopra & Ingar Haaland, 2023. "Conducting qualitative interviews with AI," CEBI working paper series 23-06, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    18. Peter Andre & Philipp Schirmer & Johannes Wohlfart, 2023. "Mental Models of the Stock Market," CESifo Working Paper Series 10691, CESifo.
    19. Lilith Burgstaller & Annabelle Doerr & Sarah Necker, 2023. "Do Household Tax Credits Increase the Demand for Legally Provided Services?," CESifo Working Paper Series 10211, CESifo.
    20. Supreet Kaur & Sendhil Mullainathan & Suanna Oh & Frank Schilbach, 2021. "Do Financial Concerns Make Workers Less Productive?," NBER Working Papers 28338, National Bureau of Economic Research, Inc.
    21. Leiser, David & Drori, Shelly, 2005. "NaIve understanding of inflation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 34(2), pages 179-198, March.
    22. Leonardo Bursztyn, 2023. "When Product Markets Become Collective Traps: The Case of Social Media," ECONtribute Discussion Papers Series 260, University of Bonn and University of Cologne, Germany.
    23. Daniel Zizzo, 2010. "Experimenter demand effects in economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 13(1), pages 75-98, March.
    24. Tobias Wekhof & Sébastien Houde, 2023. "Using narratives to infer preferences in understanding the energy efficiency gap," Nature Energy, Nature, vol. 8(9), pages 965-977, September.
    25. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard, 1986. "Fairness as a Constraint on Profit Seeking: Entitlements in the Market," American Economic Review, American Economic Association, vol. 76(4), pages 728-741, September.
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    More about this item

    Keywords

    Thoughts; Open-ended Questions; Text Data; Methodology; Surveys; Qualitative Research;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

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