Zuniga Gonzalez, Carlos Alberto and Jaramillo Villanueva, Jose Luis (2022): Frontier model of the environmental inefficiency effects on livestock bioeconomy. Published in: Frontier , Vol. 11, No. 1382 (18 June 2024)
Preview |
PDF
MPRA_paper_129088.pdf Download (447kB) | Preview |
Abstract
Background This work was focused on measuring environmental inefficiency in Mexican dairy farms, considering climate change variables related to the emission of greenhouse gases (GHG) and planetary geomagnetic activity.
Methods The applied methodology measures the eco-efficiency of Mexican dairy farms using the empirical application of a stochastic frontier model of the bioeconomy. The productive sector of the bioeconomy studied was the eco-intensification of the livestock production system (dairies). The environmental inefficiency effect was assumed to be a distribution-independent truncation of a normal distribution with constant variance, while the mean was a linear environmental function of the observable variable.
Results The results showed that the coefficients of the frontier model were highly significant, highlighting the investment in livestock (50%). The inefficiency model had an impact on climate variation with greenhouse gas emissions CH4 (1.96%). The results of the environmental technical efficiency in geometric average were 81.28%. The producers that reached the border with a technical efficiency equal to 1 are the references for the rest, marking the relative technical efficiency.
Conclusions It was concluded that the coefficients in the model were very significant, showing the level of investment in livestock (50%). The low-performance model estimates the impact of climate change on GHG emissions CH4 (1.96%) explaining the trend of increasing GHG emissions, keeping in view that the management of food and cattle during the study period were affected by summer feeding, which allowed considering the activity of GHG emissions. According to the results, the geometric mean environmental performance of engineering is 81.28%.
| Item Type: | MPRA Paper |
|---|---|
| Original Title: | Frontier model of the environmental inefficiency effects on livestock bioeconomy |
| English Title: | Frontier model of the environmental inefficiency effects on livestock bioeconomy |
| Language: | English |
| Keywords: | Stochastic Frontier, Solar Activity, Technical Efficiency, Livestock Bioeconomy |
| Subjects: | O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O13 - Agriculture ; Natural Resources ; Energy ; Environment ; Other Primary Products O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O47 - Empirical Studies of Economic Growth ; Aggregate Productivity ; Cross-Country Output Convergence R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R12 - Size and Spatial Distributions of Regional Economic Activity |
| Item ID: | 129088 |
| Depositing User: | Prof. Dr. C. A. Zuniga-Gonzalez |
| Date Deposited: | 05 Jun 2026 14:55 |
| Last Modified: | 05 Jun 2026 14:55 |
| References: | Aigner DJ, Lovell CAK, Schmidt P: Formulation and Estimation of Stochastic Frontier Production Function Models. J. Econ. 1977; 6: 21–37. Battese GE, Coelli TJ: Frontier Production Functions. Technical Efficiency and Panel Data: With Application to Paddy Farmers in India. J. Prod. Anal. 1992; 3: 153–169. Battese GE, Coelli TJ: A stochastic frontier production function incorporating a model for technical inefficiency effects. Working Papers in Econometrics and Applied Statistics No 69, Department of Econometrics. The University of New England. Armidale.1993. Battese GE, Coelli TJ: Prediction of Firm-Level Technical Efficiencies with a generalized Frontier Production Function and Panel Data. J. Econ. 1988; 38: 387–399. Battese GE, Coelli TJ: A model for Technical Efficiency Effects in a Stochastic Frontier Production Function for Panel Data. Empir. Econ. 1995; 20: 325–332. Catari-Yujra G, Guzmán-Moreno MA, Hands M, et al.: Rendimiento de maíz en sistema de callejones de Inga spp. con diferentes dosis de fertilizantes naturales. Rev. iberoam. bioecon. cambio clim. 2022; 8(15): 1886–1897. Colon-García AP, Catari-Yujra G, Alvarado E: Los senderos productivos de la bioeconomía: El caso Honduras. Rev. Iberoam. Bioecon. Cambio Clim. 2021; 7(14): 1713–1726. Dakpo H, Desjeux Y, Henningsen A, et al.: Stochastic Frontier Analysis Routines.2023. https://cran.r-project.org/web/packages/sfaR/sfaR.pdf Dios-Palomares R: Análisis de interpretación de los parámetros de relación de varianzas en el modelo de frontera estocástica. Estudios de Economía Aplicada. 2002; 20(2): 365–379. Dios-Palomares R, Alcaide D, Diz J, et al.: Aspectos medioambientales en los análisis de eficiencia. Rev. iberoam. bioecon. cambio clim. 2015a; 1(1): 88–95. Dios-Palomares R, Alcaide D, Diz J, et al.: Análisis de la eficiencia de sistemas agropecuarios en América latina y el Caribe mediante la incorporación de aspectos ambientales. Revista Científica. 2015b; 25(1): 43–50. FAO: World Agriculture Towards 2030/2050, The (2012). Revision, ESA Working Paper No. 12-03.June 2012. Fernández-Santos YOLANDA, Martínez-Campillo ALMUDENA, Fernández-Fernández JM: Evaluación de la eficiencia y el cambio de productividad en el sistema universitario público español tras la implantación de la LOU. Hacienda Pública Española/Review of Public Economics. 2013; 205(2): 71–98. González-Araya M, Vásquez GV: Análisis de eficiencia y productividad de las universidades chilenas mediante análisis y encapsulamiento de datos. Aporte santiaguino. 2010; 3(2): 245–256. Georgescu-Roegen N: Energy and Economic Myths: Institutional and Analytical Economic Essays. Nueva York: Pergamon Press; 1976; 236. García-Bucio P, Sotelo-Navarro PX, Poggi-Varaldo HM, et al.: Indicadores de la bioeconomía circular para el aprovechamiento de la fracción orgánica de los residuos sólidos urbanos. Revista Internacional de Contaminación Ambiental. 2022; 38: 78–92. Huang CJ, Liu J-T: Estimation of a non-neutral stochastic frontier production function. J. Prod. Anal. 1994; 5: 171–180. Herranz Ramirez C: Estimación de las emisiones de metano por fermentación entérica del ganado bovino en la hacienda Guatiquila ubicada en la vereda Veracruz, Cumaral-Meta. Tesis Universidad Santo Tomas, Colombia URI.2018. Reference Source Kuramoto J: Ciencia, tecnología e Innovación. Balance de investigación en Políticas Públicas 2011-2016 y Agenda de investigación 2017.2021; 638–678. López-González ÁS, Zúniga-González CA, López MR, et al.: Estado del arte de la medición de la productividad y la eficiencia técnica en América Latina: Caso Nicaragua. Rev. Iberoam. Bioecon. Cambio Clim. 2016a; 1(2): 76–100. López-González AS, Zúniga-González CA, Rangel-Cura RA, et al.: Impacto de la productividad y eficiencia técnica de los granos básicos en Nicaragua, 1961 – 2013. Rev. Iberoam. Bioecon. Cambio Clim. 2016b; 2(1): 411–436. Morillo F, Urdaneta. F: Sistemas de producción con bovinos para los trópicos americanos. Memorias Conferencia Internacional Sobre la Ganadería en los Trópicos. Gainesville, FL. 1998; pp. 80–104. Maza Ávila FJ, Vergara Schmalbach JC, Román Romero R: Eficiencia y productividad en la cobertura de las universidades públicas colombianas. Investigación y Desarrollo. 2017; 25(2): 6–33. Milán Pérez JA, Zúniga-Gonzalez CA: Necesidades de investigación y transferencia de tecnologías sobre cambio climático en Nicaragua: Una oportunidad en la Bioeconomía. Rev. Iberoam. Bioecon. Cambio Clim. 2021; 7(13): 1518–1543. Núñez Jover J, Montalvo Arriete LF: La política de ciencia, tecnología e innovación en Cuba y el papel de las universidades. Revista Cubana de Educación Superior. 2015; 34(1): 29–43. Staniszewski J, Matuszczak A: Environmentally adjusted analysis of agricultural efficiency: a systematic literature review of frontier approaches. Zagadnienia Ekonomiki Rolnej. 2023; 374(1):20–41. Rangel Cura RA, Zúniga González CA, Colón García AP, et al.: Medición de la contribución de la bioeconomía en América Latina: caso Cuba. Rev. Iberoam. Bioecon. Cambio Clim. 2015; 1(1): 223–240. Reifschneider D, Stevenson R: Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency. Int. Econ. Rev. 1991; 32: 715–723. Pérez P, Álvarez C, García J, et al.: Caracterización y problemática de la cadena bovinos de doble propósito en el estado de Veracruz.2004. Reference Source Stevenson RE: Likelihood Functions for Generalized Stochastic Frontier Estimation. J. Econ. 1980; 13: 57–66. Publisher Full Text Trigo EJ, Henry G, Sanders JPM, et al.: Towards bioeconomy development in Latin America and the Caribbean. Towards a Latin America and Caribbean no knowledge-based-economy in knowledge-based Europe. Pontificia Universidad Javeriana; 2015; (pp. 15–41). Zúniga-González CA, Durán Zarabozo O, Dios Palomares R, et al.: Estado del arte de la bioeconomía y el cambio climático (No. 1133-2016-92457).2014; pp. 20–329. Zúniga-González CA, López MR, Icabaceta JL, et al.: Epistemología de la Bioeconomia. Rev. Iberoam. Bioecon. Cambio Clim. 2022; 8(15): 1786–1796. Zúniga-González CA, Jaramillo-Villanueva JL: DataSFA.csv. figshare. Dataset. 2022. |
| URI: | https://mpra.ub.uni-muenchen.de/id/eprint/129088 |

