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Updated: May 13, 2026

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A Systems Perspective on Developing and Improving Data Infrastructure on Stocker Cattle Operations.

John T Groves1, Daniel B Cummings2, Craig A Payne3

  • 1Livestock Veterinary Service, Eldon, MO, USA.

The Veterinary Clinics of North America. Food Animal Practice
|May 11, 2026
PubMed
Summary
This summary is machine-generated.

Implementing cattle health and production records (CHPR) in the stocker cattle segment is crucial. Addressing data infrastructure gaps and psychological barriers is key for successful adoption by veterinarians.

Keywords:
Decision makingHealth and production recordsStocker cattleVeterinarian

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Area of Science:

  • Veterinary Medicine
  • Animal Science
  • Agricultural Economics

Background:

  • The stocker cattle segment of the beef industry faces significant challenges due to a lack of robust data infrastructure.
  • Current systems for cattle health and production records (CHPR) are inadequate for this segment.
  • This deficiency hinders effective management and decision-making.

Purpose of the Study:

  • To explore the application of CHPR in the stocker cattle segment.
  • To identify the structural and non-structural reasons for the lack of data infrastructure.
  • To discuss strategies for overcoming adoption barriers, including psychological and emotional factors.

Main Methods:

  • Review of existing literature on data infrastructure in livestock management.
  • Analysis of structural limitations within the stocker industry.
  • Exploration of behavioral economics principles related to technology adoption.

Main Results:

  • Evidence confirms a significant lack of data infrastructure in the stocker cattle segment.
  • Both structural (e.g., system design) and non-structural (e.g., user behavior) factors contribute to this deficit.
  • Psychological and emotional barriers are identified as critical hurdles to CHPR adoption.

Conclusions:

  • CHPR should be integrated into the standard practice model for stocker production medicine.
  • Veterinarians require enhanced information systems and support to effectively utilize CHPR.
  • Adoption of CHPR is a necessary adaptation for modern stocker cattle management.