Food Sovereignty Index in Mexico Through Principal Component Analysis: Is There Still Hope for the Mexican Case?
DOI:
https://doi.org/10.47847/Keywords:
Neural network, estimation, food systemAbstract
The measurement of Food Sovereignty is essential to assess the extent to which an economy can control its most diverse and sustainable food systems without relying excessively on external markets. It is crucial for evaluating food access, availability, and quality. The objective of this research was to estimate the Food Sovereignty Index in Mexico for the period from 1995 to 2023. The analysis was conducted using data from the World Bank. Principal Component Analysis (PCA) techniques were employed to reduce data dimensionality and to identify and group key variables related to Food Sovereignty; a total of 38 variables were used. Despite the programs implemented to achieve Food Sovereignty, the trend was negative. Furthermore, for comparison and validation of the results, the study relied on the yellow corn series and Neural Network analysis.
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Bird Jernigan Valarie Blue, Maudrie Tara L., Nikolaus Cassandra Jean, Benally Tia, Johnson Selisha , Teague Travis , Mayes Melena , Jacob Tvli , Taniguchi Tori. (2021). Food Sovereignty Indicators for Indigenous Community Capacity Building and Health. Frontiers in Sustainable Food Systems. Vol. 5. https://doi.org/10.3389/fsufs.2021.704750
Byaruhanga, R., Isgren, E. (2023). Rethinking the Alternatives: Food Sovereignty as a Prerequisite for Sustainable Food Security. Food ethics 8, 16. https://doi.org/10.1007/s41055-023-00126-6
Carrera Rodriguez, B. J., & Hernandez Hernandez, A. C. (2022). de procampo a proagro productivo: la promesa de transformación del sector agrícola rural. rd-icuap, 8(24), 14–24. https://doi.org/10.32399/icuap.rdic.2448-5829.2022.24.981
Cruz Herrera, K. L., Valdivia Alcalá, R. ., Martínez Damián, M. Ángel ., & Contreras Castillo, J. M. . (2021). Autosuficiencia Alimentaria en México: precios de garantía versus pagos directos al productor. Revista Mexicana De Ciencias Agrícolas, 12(6), 981–990. https://doi.org/10.29312/remexca.v12i6.2533
Dekeyser, Koen, Korsten, Lise & Fioramonte, Lorenzo (2018). Food Sovereignty: Shifting Debates on Democratic Food Governance. Food Security, 10 (1), 223-233.
Edelman, Marc (2014). Food Sovereignty: Forgotten Genealogies and Future Regula¬tory Challenges. Journal of Peasant Studies, 41 (6), 959-978.
Gewers, F.; Ferreira; G.; De Arruda, H.; Silva, F.; Comin, C.; Amancio, D. & Costa, L. (2021). Principal Component Analysis: A Natural Approach to Data Exploration. ACM Computing Surveys 54 (4): pp 1–34.
González-Bejarano, Diego Abelardo. (2023). Producción alimentaria y población en el contexto de crisis sanitaria: el caso de México y la entidad mexiquense 1980-2021. Papeles de población, 29(117), 127-180. Epub 04 de febrero de 2025.https://doi.org/10.22185/24487147.2023.117.23
Hastie, T.; Tibshirani, R. & Friedman, J. (2009). Unsupervised Learning. En Springer Ed. (2nd edition) The Elements of Statistical Learning: Data Mining, Inference, and Prediction.
Levkoe, Charles Z. & Blay-Palmer, Alison (2018). Food Counts: Food Systems Report Cards, Food Sovereignty and the Politics of Indicators. Canadian Food Studies, 5(3), 49-75.
López-Giraldo, LA., y Franco-Giraldo, Á. (2015). Revisión de enfoques de políticas alimentarias: entra la seguridad y la Soberanía Alimentaria (2000-2013). Cadernos de Saúde Pública, 317(7), 1355-1369. https://doi.org/10.1590/0102-311X00124814
MARTÍNEZ-TORRES, María Elena & ROSSET, Peter M. (2014). Diálogo de saberes en La Vía Campesina: Soberanía Alimentaria y agroecología. The Journal of Peasant Studies, (41), 979-997.
MCMICHAEL, Philip (2014). Historicizing Food Sovereignty. The Journal of Peasant Stu¬dies, 41 (6), 933-957.
Méneses, J. (2019). Introducción al análisis multivariante. Universitat Oberta de Catalunya. Recuperado en https://femrecerca.cat/meneses/publication/introduccion-analisis-multivariante/
Ningrum, V.; Subroto, A (2020). Do the state and market affect the farmer’s sovereignty? Study of organic agriculture in Indonesia. In IOP Conference Series: Earth and Environmental Science; IOP Publishing: Bristol, UK; Volume 436, p. 012011. DOI:10.1088/1755-1315/436/1/012011 [Google Scholar]
Ruiz-Almeida, Adriana & Rivera-Ferre, Marta Guadalupe (2019). Internationally- Based Indicators to Measure Agri-Food Systems Sustainability Using Sovereignty as a Conceptual Framework. Food Security, (11), 1321-1337.
Stiglitz, J. E., Sen, A., & Fitoussi, J.-P. (2009). Report by the Commission on the Measurement of Economic Performance and Social Progress.
Martínez Martínez, V., Pérez Zamorano, A., Hernández Ortíz J,, & Barrios Puente, G. (2025). Soberanía Alimentaria en México: un análisis comparativo de sus determinantes. (2025). Revista Facultad De Ciencias Agropecuarias -FAGROPEC, 17(1), 7-27. https://doi.org/10.47847/
Martínez Martínez, V., Pérez Zamorano, A., Hernández Ortíz J., Esteban Macías, J., & Barrios Puente, G. (2024). El papel de las instituciones en la Soberanía Alimentaria: un enfoque de economía institucional en los programas sociales en México. Revista Latinoamericana Ogmios, 4(11), 1-17. https://doi.org/10.53595/rlo.v4.i11.106
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