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Reducing Self-Selection Bias in Feeder Cattle Premium Estimates Using Matched Sampling

Author

Listed:
  • Williams, Brian R.
  • DeVuyst, Eric A.
  • Peel, Derrell S.
  • Raper, Kellie Curry

Abstract

Past value-added research employs hedonic pricing models to estimate premiums associated with value-added feeder cattle characteristics. However, hedonic pricing models require restrictive assumptions and impose a functional form. Producers also self-select into a treatment group, potentially biasing estimates. Using propensity score matching, we reduce potential bias from producer self-selection and from imposing a functional form. Results suggest that hedonic pricing models may be negatively biased in estimates of premiums received by value-added calf producers. Current adopters receive a premium of $5.38/cwt from participation in a certified preconditioning program, while nonadopters would realize $5.17/cwt by adopting certification. Hedonic model values range from $0.52/cwt to $4.32/cwt, for similar or identical preconditioning programs.

Suggested Citation

  • Williams, Brian R. & DeVuyst, Eric A. & Peel, Derrell S. & Raper, Kellie Curry, 2014. "Reducing Self-Selection Bias in Feeder Cattle Premium Estimates Using Matched Sampling," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 39(1), pages 1-15, April.
    • Handle: RePEc:ags:jlaare:168263
    DOI: 10.22004/ag.econ.168263
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    References listed on IDEAS

    as
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    Cited by:

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