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Product concentration and usage: Behavioral effects in the glyphosate market

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  • Perry, Edward D.
  • Hennessy, David A.
  • Moschini, GianCarlo

Abstract

People often ignore or misunderstand information that would help them make better decisions. For products that differ by concentration level, a critical choice concerns the correct dosage rate. We study the effects of changing glyphosate product concentration levels on farmers’ glyphosate usage behavior. Glyphosate is the world's most widely used herbicide. After glyphosate went off patent in 2000, product variants with higher concentration levels entered the market. Using detailed farm-level glyphosate use data in U.S. corn and soybeans over the period 1998–2011, we estimate the impact of product concentration levels on glyphosate application rates. We control for prices and other sources of heterogeneity by means of individual and time fixed effects. Our findings indicate that increasing the baseline concentration level by 10% increases the application rate by nearly 6%, despite the fact that labels on more concentrated products provide instructions on how to correctly adjust dosage rates downwards. We attribute part of the concentration effect to rational behavior and part of it to label confusion and/or habit, with smaller farms and late adopters being more likely to resort to habit. A counterfactual simulation predicts that label confusion and/or habit was responsible for a 4.6% increase in total glyphosate use and an additional $59 million per year (4.7%) in glyphosate sellers’ revenues.

Suggested Citation

  • Perry, Edward D. & Hennessy, David A. & Moschini, GianCarlo, 2019. "Product concentration and usage: Behavioral effects in the glyphosate market," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 543-559.
    • Handle: RePEc:eee:jeborg:v:158:y:2019:i:c:p:543-559
    DOI: 10.1016/j.jebo.2018.12.027
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    1. Edward D. Perry & GianCarlo Moschini & David A. Hennessy, 2016. "Testing for Complementarity: Glyphosate Tolerant Soybeans and Conservation Tillage," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 765-784.
    2. John Y. Campbell, 2016. "Restoring Rational Choice: The Challenge of Consumer Financial Regulation," American Economic Review, American Economic Association, vol. 106(5), pages 1-30, May.
    3. Gershon Feder & Roger Slade, 1984. "The Acquisition of Information and the Adoption of New Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 312-320.
    4. John Y. Campbell & Howell E. Jackson & Brigitte C. Madrian & Peter Tufano, 2011. "Consumer Financial Protection," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 91-114, Winter.
    5. Mark Armstrong & Steffen Huck, 2011. "Behavioral Economics as Applied to Firms: A Primer," Antitrust Chronicle, Competition Policy International, vol. 1.
    6. Agarwal, Sumit & Ben-David, Itzhak & Yao, Vincent, 2017. "Systematic mistakes in the mortgage market and lack of financial sophistication," Journal of Financial Economics, Elsevier, vol. 123(1), pages 42-58.
    7. Benjamin Handel & Joshua Schwartzstein, 2018. "Frictions or Mental Gaps: What's Behind the Information We (Don't) Use and When Do We Care?," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 155-178, Winter.
    8. Xiaodong Du & Hongli Feng & David A. Hennessy, 2017. "Rationality of Choices in Subsidized Crop Insurance Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 732-756.
    9. Grabowski, Henry G & Vernon, John M, 1992. "Brand Loyalty, Entry, and Price Competition in Pharmaceuticals after the 1984 Drug Act," Journal of Law and Economics, University of Chicago Press, vol. 35(2), pages 331-350, October.
    10. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    11. Paul Diederen & Hans Van Meijl & Arjan Wolters & Katarzyna Bijak, 2003. "Innovation adoption in agriculture : innovators, early adopters and laggards," Cahiers d'Economie et Sociologie Rurales, INRA Department of Economics, vol. 67, pages 29-50.
    12. Rema Hanna & Sendhil Mullainathan & Joshua Schwartzstein, 2014. "Learning Through Noticing: Theory and Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1311-1353.
    13. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    14. Xiaodong Du & Hongli Feng & David A. Hennessy, 2017. "Rationality of Choices in Subsidized Crop Insurance Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 732-756.
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    Cited by:

    1. Sheldon Krimsky, 2021. "Can Glyphosate-Based Herbicides Contribute to Sustainable Agriculture?," Sustainability, MDPI, vol. 13(4), pages 1-15, February.
    2. Niklas Möhring & Martina Bozzola & Stefan Hirsch & Robert Finger, 2020. "Are pesticides risk decreasing? The relevance of pesticide indicator choice in empirical analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 429-444, May.
    3. Luo, Jinjing & Moschini, GianCarlo & Perry, Edward D., 2023. "Switching costs in the US seed industry: Technology adoption and welfare impacts," International Journal of Industrial Organization, Elsevier, vol. 89(C).

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    More about this item

    Keywords

    Behavioral effects; Glyphosate; Heuristics; Label complexity; Product formulation;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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