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  • Article InfoArticle Info
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  • Article title
  • Abstract
  • Keywords
  • Introduction
    • Conceptual framework
  • Research methodology
    • Description of the study areas
    • Sampling procedures
    • Methods of data collection
    • Methods of data analysis
    • Econometric model and its specification
  • Result and discussion
    • Descriptive and inferential statistics results
    • Model specification and post-estimation test
    • Fertilizer use intensity of smallholder farmers
    • Determinants of smallholder farmers’ decision to use fertilizer utilization
    • Determinants of smallholder farmers’ fertilizer use intensity
  • Conclusion
  • Author contributions
  • Declaration of competing interest
  • Artificial Intelligence (AI) use
  • Acknowledgements
  • Reference
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