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Battling bots: Experiences and strategies to mitigate fraudulent responses in online surveys

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  • Brittney Goodrich
  • Marieke Fenton
  • Jerrod Penn
  • John Bovay
  • Travis Mountain

Abstract

Declining survey response rates have driven many researchers to seek out cost‐effective methods of increasing participation, such as conducting surveys online, paying incentives, and using social media to engage hard‐to‐reach populations. Malicious actors can exploit the monetary incentives and anonymity of online surveys, threatening the integrity of survey data. We share two recent experiences conducting online surveys that were inundated with fraudulent responses. Our objective is to increase awareness of this emerging issue and offer guidance for others to mitigate the effects of fraudulent responders in their own research.

Suggested Citation

  • Brittney Goodrich & Marieke Fenton & Jerrod Penn & John Bovay & Travis Mountain, 2023. "Battling bots: Experiences and strategies to mitigate fraudulent responses in online surveys," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 762-784, June.
    • Handle: RePEc:wly:apecpp:v:45:y:2023:i:2:p:762-784
    DOI: 10.1002/aepp.13353
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    References listed on IDEAS

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    1. Zhifeng Gao & Lisa A. House & Jing Xie, 2016. "Online Survey Data Quality and Its Implication for Willingness-to-Pay: A Cross-Country Comparison," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(2), pages 199-221, June.
    2. Stefanie Stantcheva, 2022. "How to Run Surveys: A Guide to Creating Your Own Identifying Variation and Revealing the Invisible," NBER Working Papers 30527, National Bureau of Economic Research, Inc.
    3. Trey Malone & Jayson L. Lusk, 2019. "Releasing The Trap: A Method To Reduce Inattention Bias In Survey Data With Application To U.S. Beer Taxes," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 584-599, January.
    4. Charité, Jimmy & Fisman, Raymond & Kuziemko, Ilyana & Zhang, Kewei, 2022. "Reference points and redistributive preferences: Experimental evidence," Journal of Public Economics, Elsevier, vol. 216(C).
    5. Haotian Cheng & Dayton M. Lambert & Karen L. DeLong & Kimberly L. Jensen, 2022. "Inattention, availability bias, and attribute premium estimation for a biobased product," Agricultural Economics, International Association of Agricultural Economists, vol. 53(2), pages 274-288, March.
    6. te Velde, Vera L. & Louis, Winnifred, 2022. "Conformity to descriptive norms," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 204-222.
    7. Fisman, Raymond & Gladstone, Keith & Kuziemko, Ilyana & Naidu, Suresh, 2020. "Do Americans want to tax wealth? Evidence from online surveys," Journal of Public Economics, Elsevier, vol. 188(C).
    8. Brittney K. Goodrich & Jeffrey C. Williams & Rachael E. Goodhue, 2019. "The Great Bee Migration: Supply Analysis of Honey Bee Colony Shipments into California for Almond Pollination Services," American Journal of Agricultural Economics, John Wiley & Sons, vol. 101(5), pages 1353-1372, October.
    9. Malone, Trey & Lusk, Jayson L., 2018. "Consequences of Participant Inattention with an Application to Carbon Taxes for Meat Products," Ecological Economics, Elsevier, vol. 145(C), pages 218-230.
    10. Luca Sartore & Kelly Toppin & Linda Young & Clifford Spiegelman, 2019. "Developing Integer Calibration Weights for Census of Agriculture," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 24(1), pages 26-48, March.
    11. Brittney K Goodrich & Jeffrey C Williams & Rachael E Goodhue, 2019. "The Great Bee Migration: Supply Analysis of Honey Bee Colony Shipments into California for Almond Pollination Services," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1353-1372.
    12. Johansson, Robert & Effland, Anne & Coble, Keith, 2017. "Falling Response Rates to USDA Crop Surveys: Why It Matters," farmdoc daily, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics, vol. 7, January.
    13. Jerrod M. Penn & Daniel R. Petrolia & J. Matthew Fannin, 2023. "Hypothetical bias mitigation in representative and convenience samples," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 721-743, June.
    14. Erik Snowberg & Leeat Yariv, 2021. "Testing the Waters: Behavior across Participant Pools," American Economic Review, American Economic Association, vol. 111(2), pages 687-719, February.
    15. Lennon, Conor & Teltser, Keith F. & Fernandez, Jose & Gohmann, Stephan, 2023. "How morality and efficiency shape public support for minimum wages," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 618-637.
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