IDEAS home Printed from https://ideas.repec.org/a/wly/ajagec/v107y2025i4p993-1015.html

Ethnic and gender disparities in U.S. agriculture: An analysis of technology and technical efficiency differentials

Author

Listed:
  • Eric Njuki
  • Michée A. Lachaud
  • Boris E. Bravo‐Ureta
  • Nigel Key

Abstract

We explore ethnic and gender disparities in U.S. agriculture by comparing productivity gaps between male‐ and female‐headed family farms, and between non‐Hispanic White and minority‐headed family farms. Using Agricultural Resource Management Survey data from 2017 to 2020, propensity score matching techniques are applied to obtain comparable samples based on observable covariates. Statistical tests reveal structural differences in production technologies between male‐ and female‐headed farms, and between non‐Hispanic White and minority‐headed farms, thus requiring the estimation of separate production technologies for each group. Accordingly, a stochastic metafrontier framework is used to envelop the group frontiers and assess technology gaps. The results indicate that female and minority‐principal operators not only use different production technologies but are also less proficient at combining inputs to maximize farm output. The results also reveal within‐group gender and ethnic differences—ceteris paribus, among non‐Hispanic White and minority‐led farms, female producers generated substantially less output compared to their male counterparts. Similarly, among male principal operators, Hispanic producers generated more output compared to their non‐Hispanic White and non‐Hispanic non‐White counterparts.

Suggested Citation

  • Eric Njuki & Michée A. Lachaud & Boris E. Bravo‐Ureta & Nigel Key, 2025. "Ethnic and gender disparities in U.S. agriculture: An analysis of technology and technical efficiency differentials," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(4), pages 993-1015, August.
  • Handle: RePEc:wly:ajagec:v:107:y:2025:i:4:p:993-1015
    DOI: 10.1111/ajae.12539
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ajae.12539
    Download Restriction: no

    File URL: https://libkey.io/10.1111/ajae.12539?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Leonard, Bryan & Parker, Dominic P. & Anderson, Terry L., 2020. "Land quality, land rights, and indigenous poverty," Journal of Development Economics, Elsevier, vol. 143(C).
    2. Nazrul Islam & Vilaphonh Xayavong & Ross Kingwell, 2014. "Broadacre farm productivity and profitability in south-western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(2), pages 147-170, April.
    3. Dismukes, Robert & Harwood, Joy L. & Bentley, Susan E., 1997. "Characteristics and Risk Management Needs of Limited-Resource and Socially Disadvantaged Farmers," Agricultural Information Bulletins 33622, United States Department of Agriculture, Economic Research Service.
    4. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    5. Boris E. Bravo‐Ureta & Mario González‐Flores & William Greene & Daniel Solís, 2021. "Technology and Technical Efficiency Change: Evidence from a Difference in Differences Selectivity Corrected Stochastic Production Frontier Model," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 362-385, January.
    6. Songsermsawas, Tisorn & Kafle, Kashi & Winters, Paul, 2023. "Decomposing the impacts of an agricultural value chain development project by ethnicity and gender in Nepal," World Development, Elsevier, vol. 168(C).
    7. Elizabeth Asiedu & James A. Freeman & Akwasi Nti-Addae, 2012. "Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?," American Economic Review, American Economic Association, vol. 102(3), pages 532-537, May.
    8. Blanchard, Lloyd & Zhao, Bo & Yinger, John, 2008. "Do lenders discriminate against minority and woman entrepreneurs?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 467-497, March.
    9. Cliff Huang & Tai-Hsin Huang & Nan-Hung Liu, 2014. "A new approach to estimating the metafrontier production function based on a stochastic frontier framework," Journal of Productivity Analysis, Springer, vol. 42(3), pages 241-254, December.
    10. Heimlich, Ralph E., 2000. "Farm Resource Regions," Agricultural Information Bulletins 33625, United States Department of Agriculture, Economic Research Service.
    11. Nickerson, Cynthia J. & Hand, Michael S., 2009. "Participation in Conservation Programs by Targeted Farmers: Beginning, Limited-Resource, and Socially Disadvantaged Operators' Enrollment Trends," Economic Information Bulletin 55641, United States Department of Agriculture, Economic Research Service.
    12. Jisang Yu & Sunghun Lim, 2025. "Understanding inequality in U.S. farm subsidies using large‐scale administrative data," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(3), pages 752-774, May.
    13. Julien, Jacques C. & Bravo-Ureta, Boris E. & Rada, Nicholas E., 2023. "Gender and agricultural Productivity: Econometric evidence from Malawi, Tanzania, and Uganda," World Development, Elsevier, vol. 171(C).
    14. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    15. Megan Horst & Amy Marion, 2019. "Racial, ethnic and gender inequities in farmland ownership and farming in the U.S," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 36(1), pages 1-16, March.
    16. Christopher Daly & Joseph I Smith & Keith V Olson, 2015. "Mapping Atmospheric Moisture Climatologies across the Conterminous United States," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-33, October.
    17. Maria Martinez Cillero & Michael Wallace & Fiona Thorne & James Breen, 2021. "Analyzing the Impact of Subsidies on Beef Production Efficiency in Selected European Union Countries. A Stochastic Metafrontier Approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1903-1923, October.
    18. Markus Frölich, 2007. "Propensity score matching without conditional independence assumption--with an application to the gender wage gap in the United Kingdom," Econometrics Journal, Royal Economic Society, vol. 10(2), pages 359-407, July.
    19. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    20. Amin W. Mugera & Michael R. Langemeier & Andrew Ojede, 2016. "Contributions of Productivity and Relative Price Changes to Farm-level Profitability Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1210-1229.
    21. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    22. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    23. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Julien, Jacques C. & Bravo-Ureta, Boris E. & Rada, Nicholas E., 2023. "Gender and agricultural Productivity: Econometric evidence from Malawi, Tanzania, and Uganda," World Development, Elsevier, vol. 171(C).
    2. Neubauer, Florian & Songsermsawas, Tisorn & Kámiche-Zegarra, Joanna & Bravo-Ureta, Boris E., 2022. "Technical efficiency and technological gaps correcting for selectivity bias: Insights from a value chain project in Nepal," Food Policy, Elsevier, vol. 112(C).
    3. Owusu, Eric S. & Bravo-Ureta, Boris E., 2022. "Reap when you sow? The productivity impacts of early sowing in Malawi," Agricultural Systems, Elsevier, vol. 199(C).
    4. Aminou Arouna & Eric S. Owusu & Wilfried Gnipabo Yergo & Jacob A. Yabi, 2025. "Can site-specific recommendations reduce technology and managerial gaps? Evidence from RiceAdvice in the Senegal River Valley," Empirical Economics, Springer, vol. 69(3), pages 1259-1285, September.
    5. Bopp, Carlos & Jara-Rojas, Roberto & Bravo-Ureta, Boris & Engler, Alejandra, 2022. "Irrigation water use, shadow values and productivity: Evidence from stochastic production frontiers in vineyards," Agricultural Water Management, Elsevier, vol. 271(C).
    6. Bravo-Ureta, Boris E. & Higgins, Daniel & Arslan, Aslihan, 2020. "Irrigation infrastructure and farm productivity in the Philippines: A stochastic Meta-Frontier analysis," World Development, Elsevier, vol. 135(C).
    7. Ashok K. Mishra & Ganesh Thapa & Khondoker A. Mottaleb & Kindie T. Fantaye, 2025. "Technology and managerial gaps in adoption of innovation: the case of Ethiopian wheat farmers," Empirical Economics, Springer, vol. 69(1), pages 1-37, July.
    8. Toba Stephen Olasehinde & Zhongan Wu & Siyu Yue & Fangbin Qiao & Yubing Fan, 2026. "Does Payment for Ecosystem Services Improve Technical Efficiency of Forage Production? Evidence From China's Grassland Ecological Compensation Policy," Agricultural Economics, International Association of Agricultural Economists, vol. 57(1), January.
    9. Boris E. Bravo‐Ureta & Mario González‐Flores & William Greene & Daniel Solís, 2021. "Technology and Technical Efficiency Change: Evidence from a Difference in Differences Selectivity Corrected Stochastic Production Frontier Model," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 362-385, January.
    10. Salvatore Bimonte & Antonella D’Agostino, 2021. "Tourism development and residents’ well-being: Comparing two seaside destinations in Italy," Tourism Economics, , vol. 27(7), pages 1508-1525, November.
    11. Cappelletti, Matilde & Giuffrida, Leonardo M., 2022. "Targeted bidders in government tenders," ZEW Discussion Papers 22-030, ZEW - Leibniz Centre for European Economic Research.
    12. Burger, Anže & Hogan, Teresa & Kotnik, Patricia & Rao, Sandeep & Sakinç, Mustafa Erdem, 2023. "Does acquisition lead to the growth of high-tech scale-ups? Evidence from Europe," Research in International Business and Finance, Elsevier, vol. 64(C).
    13. Kamiche Zegarra, J. & Bravo-Ureta, B., 2018. "Are users of market information efficient? A stochastic production frontier model corrected by sample selection," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275870, International Association of Agricultural Economists.
    14. Lan, Jing & Wang, Pei, 2025. "An efficiency perspective on low carbon pilot city policy and carbon emission performance of listed enterprises: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 145(C).
    15. Phuc Trong Ho & Pham Xuan Hung & Nguyen Duc Tien, 2023. "Effects of varieties and seasons on cost efficiency in rice farming: A stochastic metafrontier approach," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society, vol. 13(2), pages 120-129.
    16. Annabelle Krause & Ulf Rinne & Simone Schüller, 2015. "Kick It Like Özil? Decomposing the Native-Migrant Education Gap," International Migration Review, Wiley Blackwell, vol. 49(3), pages 757-789, September.
    17. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    18. Fertő, Imre & Bakucs, Zoltán & Viira, Ants-Hannes & Aleksandrova, Olha & Luik-Lindsaar, Helis & Omel, Raul, 2024. "Are Organic Farms Less Efficient? The Case of Estonian Dairy Farms," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 16(4), March.
    19. Tran, Kien C. & Tsionas, Mike G., 2016. "On the estimation of zero-inefficiency stochastic frontier models with endogenous regressors," Economics Letters, Elsevier, vol. 147(C), pages 19-22.
    20. Bravo-Ureta, Boris E. & Njuki, Eric & Palacios, Ana Claudia & Salazar, Lina, 2022. "Agricultural Productivity in El Salvador: A Preliminary Analysis," IDB Publications (Working Papers) 11984, Inter-American Development Bank.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:ajagec:v:107:y:2025:i:4:p:993-1015. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1467-8276 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.