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The Number of Choice Tasks and Survey Satisficing in Conjoint Experiments

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  • Bansak, Kirk
  • Hainmueller, Jens
  • Hopkins, Daniel J.
  • Yamamoto, Teppei

Abstract

In recent years, political and social scientists have made increasing use of conjoint survey designs to study decision-making. Here, we study a consequential question which researchers confront when implementing conjoint designs: How many choice tasks can respondents perform before survey satisficing degrades response quality? To answer the question, we run a set of experiments where respondents are asked to complete as many as 30 conjoint tasks. Experiments conducted through Amazon’s Mechanical Turk and Survey Sampling International demonstrate the surprising robustness of conjoint designs, as there are detectable but quite limited increases in survey satisficing as the number of tasks increases. Our evidence suggests that in similar study contexts researchers can assign dozens of tasks without substantial declines in response quality.

Suggested Citation

  • Bansak, Kirk & Hainmueller, Jens & Hopkins, Daniel J. & Yamamoto, Teppei, 2018. "The Number of Choice Tasks and Survey Satisficing in Conjoint Experiments," Political Analysis, Cambridge University Press, vol. 26(1), pages 112-119, January.
  • Handle: RePEc:cup:polals:v:26:y:2018:i:01:p:112-119_00
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    Cited by:

    1. Anne-Marie Jeannet & Tobias Heidland & Martin Ruhs, 2021. "What asylum and refugee policies do Europeans want? Evidence from a cross-national conjoint experiment," European Union Politics, , vol. 22(3), pages 353-376, September.
    2. Barceló, Joan & Sheen, Greg Chih-Hsin & Tung, Hans H. & Wu, Wen-Chin, 2022. "Vaccine nationalism among the public: A cross-country experimental evidence of own-country bias towards COVID-19 vaccination," Social Science & Medicine, Elsevier, vol. 310(C).
    3. Kawata, Keisuke & Nakabayashi, Masaki, 2023. "Persistent mind: The effects of information provision on policy preferences," Journal of Policy Modeling, Elsevier, vol. 45(3), pages 522-537.
    4. Henrik S Christensen & Marco S La Rosa & Kimmo Grönlund, 2020. "How candidate characteristics affect favorability in European Parliament elections: Evidence from a conjoint experiment in Finland," European Union Politics, , vol. 21(3), pages 519-540, September.
    5. Tukiainen, Janne & Blesse, Sebastian & Bohne, Albrecht & Giuffrida, Leonardo M. & Jääskeläinen, Jan & Luukinen, Ari & Sieppi, Antti, 2021. "What are the priorities of bureaucrats? Evidence from conjoint experiments with procurement officials," ZEW Discussion Papers 21-033, ZEW - Leibniz Centre for European Economic Research.
    6. Henrik Serup Christensen & Lauri Rapeli, 2021. "Immediate rewards or delayed gratification? A conjoint survey experiment of the public’s policy preferences," Policy Sciences, Springer;Society of Policy Sciences, vol. 54(1), pages 63-94, March.
    7. Christensen, Henrik Serup, 2019. "How citizens evaluate participatory processes: A conjoint analysis," SocArXiv 5t72a, Center for Open Science.
    8. Burgstaller, Lilith & Doerr, Annabelle & Necker, Sarah, 2023. "Incentives for Consumers to Act as Tax Auditors: (When) Are They Effective?," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277628, Verein für Socialpolitik / German Economic Association.
    9. Briggs, Ryan C & Solodoch, Omer, 2021. "Changes in perceptions of border security influence desired levels of immigration," OSF Preprints wt74y, Center for Open Science.
    10. Charles Crabtree & John B. Holbein & J. Quin Monson, 2022. "Patient traits shape health-care stakeholders’ choices on how to best allocate life-saving care," Nature Human Behaviour, Nature, vol. 6(2), pages 244-257, February.
    11. Akira IGARASHI & Charles CRABTREE & Yoshikuni ONO, 2024. "Beyond Language Proficiency: Understanding the Role of National Identification in Shaping Attitudes toward Immigrants," Working Papers 2312, Waseda University, Faculty of Political Science and Economics.
    12. Matthew Amengual & Rita Mota & Alexander Rustler, 2023. "The ‘Court of Public Opinion:’ Public Perceptions of Business Involvement in Human Rights Violations," Journal of Business Ethics, Springer, vol. 185(1), pages 49-74, June.
    13. Lilith Burgstaller & Annabelle Doerr & Sarah Necker, 2023. "Do Household Tax Credits Increase the Demand for Legally Provided Services?," CESifo Working Paper Series 10211, CESifo.
    14. Sveinung Arnesen & Troy S Broderstad & Mikael P Johannesson & Jonas Linde, 2019. "Conditional legitimacy: How turnout, majority size, and outcome affect perceptions of legitimacy in European Union membership referendums," European Union Politics, , vol. 20(2), pages 176-197, June.

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