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Technical Progress and Sustainable Growth in the Manufacturing Sector of North American Countries, 1984–2022: A Stochastic Frontier Analysis

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  • César Lenin Navarro-Chávez

    (Institute of Economic and Business Research, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58000, Mexico)

Abstract

This article presents an estimation of a stochastic frontier model using a translogarithmic production function to identify the impact of production factors—labor and capital—along with CO 2 emissions and technical progress on the value added of the manufacturing sector in North American countries over the 1984–2022 period. The model also provides estimates for technical efficiency, scale efficiency, and technological change, allowing for a comparative analysis of these indicators’ evolution within the manufacturing sectors of Canada, Mexico, and the United States. The findings indicate that capital exerts the strongest influence on manufacturing value added, followed by labor. CO 2 emissions exhibit the anticipated negative effect on the sector’s value added. Notably, the average technical efficiency of Mexico’s manufacturing sector is higher than that of Canada and the United States over the studied period. Regarding technological change, the United States demonstrates the highest values, followed by Canada, with both nations displaying an upward trend throughout the years, while Mexico shows a declining trend in this indicator.

Suggested Citation

  • César Lenin Navarro-Chávez, 2025. "Technical Progress and Sustainable Growth in the Manufacturing Sector of North American Countries, 1984–2022: A Stochastic Frontier Analysis," Economies, MDPI, vol. 13(3), pages 1-21, February.
    • Handle: RePEc:gam:jecomi:v:13:y:2025:i:3:p:63-:d:1598871
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    1. Qiang Xu & Lian Xu & Zaiyang Xie & Mufan Jin, 2021. "Does Business Group Matter for the Relationship between Green Innovation and Financial Performance? Evidence from Chinese Listed Companies," Sustainability, MDPI, vol. 13(23), pages 1-16, November.
    2. Seitz, Wesley D, 1971. "Productive Efficiency in the Steam-Electric Generating Industry," Journal of Political Economy, University of Chicago Press, vol. 79(4), pages 878-886, July-Aug..
    3. Harvey H. Millar & Suzana N. Russell, 2011. "The Adoption of Sustainable Manufacturing Practices in the Caribbean," Business Strategy and the Environment, Wiley Blackwell, vol. 20(8), pages 512-526, December.
    4. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    5. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, March.
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