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The role of pesticides and fertilizers in Czech cereal output and TFP growth: A flexible production function with endogenous inputs

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  • Čechura, Lukáš
  • Kumbhakar, Subal C.
  • Žáková Kroupová, Zdeňka

Abstract

Through a comprehensive analysis of the effects of fertilizers and pesticides on both output and total factor productivity (TFP) growth, this study contributes to the discussion on the impacts of agrochemical use in sustainable cereal production systems. Using FADN data from Czech cereal farmers from 2008 to 2020, the study employs a flexible translog (TL) production function alongside a proxy-variable approach that treats pesticides and fertilizers as endogenous inputs. This approach generates robust results that strengthen the evidence base essential for data-driven agricultural policy formulation. The findings highlight the critical role of fertilizers and pesticides as key inputs driving both output and TFP growth. Simulations suggest that reducing these inputs would lead to a decline in agricultural output; however, this outcome is not inevitable. The study finds that technological advancements, which also serve as important drivers of both output and TFP growth, can mitigate potential declines in agricultural output, ensuring a more sustainable transition.

Suggested Citation

  • Čechura, Lukáš & Kumbhakar, Subal C. & Žáková Kroupová, Zdeňka, 2025. "The role of pesticides and fertilizers in Czech cereal output and TFP growth: A flexible production function with endogenous inputs," Food Policy, Elsevier, vol. 136(C).
  • Handle: RePEc:eee:jfpoli:v:136:y:2025:i:c:s0306919225001605
    DOI: 10.1016/j.foodpol.2025.102955
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    1. Nelė Jurkėnaitė & Tomas Baležentis & Dalia Štreimikienė, 2022. "The sustainability prism of structural changes in the European Union agricultural system: The nexus between production, employment and energy emissions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 145-158, January.
    2. Biró, Szabolcs & Hamza, Eszter & Rácz, Katalin, 2016. "Economic and social importance of vertical and horizontal forms of agricultural cooperation in Hungary," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 118(2), pages 1-8, August.
    3. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, January.
    4. Fare, Rolf & Grosskopf, Shawna, 1990. "A distance function approach to price efficiency," Journal of Public Economics, Elsevier, vol. 43(1), pages 123-126, October.
    5. Beckman, Jayson & Ivanic, Maros & Jelliffe, Jeremy L & Baquedano, Felix G & Scott, Sara G, 2020. "Economic and Food Security Impacts of Agricultural Input Reduction Under the European Union Green Deal’s Farm to Fork and Biodiversity Strategies," Economic Brief 327231, United States Department of Agriculture, Economic Research Service.
    6. Carrer, Marcelo José & Filho, Hildo Meirelles de Souza & Vinholis, Marcela de Mello Brandão & Mozambani, Carlos Ivan, 2022. "Precision agriculture adoption and technical efficiency: An analysis of sugarcane farms in Brazil," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    7. Lajos Baráth & Imre Fertő, 2024. "The relationship between the ecologisation of farms and total factor productivity: A continuous treatment analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 404-424, February.
    8. Sébastien Mary, 2013. "Assessing the Impacts of Pillar 1 and 2 Subsidies on TFP in French Crop Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(1), pages 133-144, February.
    9. Marian Rizov & Jan Pokrivcak & Pavel Ciaian, 2013. "CAP Subsidies and Productivity of the EU Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 537-557, September.
    10. Sansi Yang & C. Richard Shumway, 2016. "Dynamic Adjustment in US Agriculture under Climate Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 910-924.
    11. Čechura, Lukáš & Žáková Kroupová, Zdeňka & Kostlivý, Vladimír & Lekešová, Michaela, . "Productivity and Efficiency of Precision Farming: The Case of Czech Cereal Production," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(3).
    12. Hou, Zhezhi & Kumbhakar, Subal C. & Zhao, Shunan, 2024. "Productivity and efficiency: Do we need a bridge?," International Journal of Production Economics, Elsevier, vol. 274(C).
    13. Jaime Martín-García & José A. Gómez-Limón & Manuel Arriaza, 2023. "Conventional versus organic olive farming: which has a better economic performance?," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-27, December.
    14. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    15. Erik Lichtenberg & David Zilberman, 1986. "The Econometrics of Damage Control: Why Specification Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 261-273.
    16. Lukáš Čechura & Zdeňka Žáková Kroupová & Michaela Lekešová, 2022. "Productivity and efficiency in Czech agriculture: Does farm size matter?," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(1), pages 1-10.
    17. Nathan D. DeLay & Nathanael M. Thompson & James R. Mintert, 2022. "Precision agriculture technology adoption and technical efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 195-219, February.
    18. Daniel S. Hamermesh & Gerard A. Pfann, 1996. "Adjustment Costs in Factor Demand," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1264-1292, September.
    19. David Weisberger & Virginia Nichols & Matt Liebman, 2019. "Does diversifying crop rotations suppress weeds? A meta-analysis," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-12, July.
    20. Raushan Bokusheva & Lukáš Čechura, 2017. "Evaluating dynamics, sources and drivers of productivity growth at the farm level," OECD Food, Agriculture and Fisheries Papers 106, OECD Publishing.
    21. Lang, John T., 2013. "Elements of public trust in the American food system: Experts, organizations, and genetically modified food," Food Policy, Elsevier, vol. 41(C), pages 145-154.
    22. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    23. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    24. Jonathan R. McFadden & Alicia Rosburg & Eric Njuki, 2022. "Information inputs and technical efficiency in midwest corn production: evidence from farmers' use of yield and soil maps," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 589-612, March.
    25. Binlei Gong & Robin C. Sickles, 2020. "Non-structural and structural models in productivity analysis: study of the British Isles during the 2007–2009 financial crisis," Journal of Productivity Analysis, Springer, vol. 53(2), pages 243-263, April.
    26. Biagini, L. & Antonioli, F. & Severini, S., 2023. "The impact of CAP subsidies on the productivity of cereal farms in six European countries: A historical perspective (2008–2018)," Food Policy, Elsevier, vol. 119(C).
    27. Hu, Yingyao & Huang, Guofang & Sasaki, Yuya, 2020. "Estimating production functions with robustness against errors in the proxy variables," Journal of Econometrics, Elsevier, vol. 215(2), pages 375-398.
    28. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    29. Giulio Malorgio & Francesco Marangon, 2021. "Agricultural business economics: the challenge of sustainability," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-4, December.
    30. Wang, Xiaoxi & Dietrich, Jan P. & Lotze-Campen, Hermann & Biewald, Anne & Stevanović, Miodrag & Bodirsky, Benjamin L. & Brümmer, Bernhard & Popp, Alexander, 2020. "Beyond land-use intensity: Assessing future global crop productivity growth under different socioeconomic pathways," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    31. Khafagy, Amr & Vigani, Mauro, 2022. "Technical change and the Common Agricultural Policy," Food Policy, Elsevier, vol. 109(C).
    32. Barnes, A.P. & Soto, I. & Eory, V. & Beck, B. & Balafoutis, A. & Sánchez, B. & Vangeyte, J. & Fountas, S. & van der Wal, T. & Gómez-Barbero, M., 2019. "Exploring the adoption of precision agricultural technologies: A cross regional study of EU farmers," Land Use Policy, Elsevier, vol. 80(C), pages 163-174.
    33. Yanbing Wang & Niklas Möhring & Robert Finger, 2023. "When my neighbors matter: Spillover effects in the adoption of large‐scale pesticide‐free wheat production," Agricultural Economics, International Association of Agricultural Economists, vol. 54(2), pages 256-273, March.
    34. Jost, Elisabeth & Schönhart, Martin & Mitter, Hermine & Zoboli, Ottavia & Schmid, Erwin, 2025. "Integrated modelling of fertilizer and climate change scenario impacts on agricultural production and nitrogen losses in Austria," Ecological Economics, Elsevier, vol. 227(C).
    35. Alexander Murray, 2016. "Partial versus Total Factor Productivity Measures: An Assessment of their Strengths and Weaknesses," International Productivity Monitor, Centre for the Study of Living Standards, vol. 31, pages 113-126, Fall.
    36. Gerli, Paolo & Clement, Jessica & Esposito, Giovanni & Mora, Luca & Crutzen, Nathalie, 2022. "The hidden power of emotions: How psychological factors influence skill development in smart technology adoption," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    37. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    38. Ashok Mishra & Charles Moss & Kenneth Erickson, 2004. "Valuing farmland with multiple quasi-fixed inputs," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1669-1675.
    39. Subal C. Kumbhakar & Mingyang Li, 2024. "Is output growth of Chinese manufacturing firms input or productivity driven? A flexible production function approach with endogenous inputs," Empirical Economics, Springer, vol. 66(4), pages 1819-1846, April.
    40. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    41. von Hobe, Cord-Friedrich & Michels, Marius & Musshoff, Oliver, 2021. "Technical efficiency and productivity change in German large-scale arable farming," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 70(01), January.
    42. Bhavani Shankar & Colin Thirtle, 2005. "Pesticide Productivity and Transgenic Cotton Technology: The South African Smallholder Case," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(1), pages 97-116, March.
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    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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