Revisiting Everett M. Rogers: A Machine Learning–Enabled Systematic Review of Technology Adoption in Modern Agriculture
Abstract
Repository Contents This repository contains five files supporting the publication "Revisiting Everett M. Rogers: A Machine Learning–Enabled Systematic Review of Technology Adoption in Modern Agriculture" in Advancements in Agricultural Development (https://doi.org/10.37433/aad.v7i2.629). Files: Boolean searches.pdf – Search strategy documentation for Web of Science and Scopus AAD_master.xlsx – Curated publication data from Web of Science and Scopus, prepared for Stata export excel_to_stata.do – Stata code for data preparation and cleaning aad_data.dta – Processed Stata dataset for machine learning analysis ml_analysis.do – Stata code for machine learning analysis
Fields of Study & Subjects
Agricultural Innovations and Practices
Innovation Diffusion and Forecasting
Smart Agriculture and AI
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 1 January 2026
- Document type
- Preprint