Abstract
Using the tenets of data feminism, we analyse the National Agricultural Statistics Service Quick Stats database — the primary repository of United States agricultural data. We identify unstated assumptions built into the database’s scaffolding through data collection, aggregation and dissemination practices, revealing how they facilitate granular analyses of agricultural topics historically judged as national priorities while leaving unilluminated many others of vital importance for contemporary sustainability needs. We argue that this entrenches an inequitable and unsustainable food systems status quo, and we offer recommendations for data providers and users based on principles of reflexivity, context and pluralism.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Rent or buy this article
Get just this article for as long as you need it
$39.95
Prices may be subject to local taxes which are calculated during checkout
Data availability
The companion data product to this Perspective is available at https://github.com/blschum/ag-data-4-sustfoodsys-research, where we have taken one CoA variable and cleaned it from its original to tidy form to demonstrate the kind of data accessibility we envision in this paper. We are committed to open data science and to making research more reproducible.
References
Gundersen, C. & Ziliak, J. P. Food insecurity research in the United States: where we have been and where we need to go. Appl. Econ. Perspect. Policy 40, 119–135 (2018).
Francis, D. V., Hamilton, D., Mitchell, T. W., Rosenberg, N. A. & Stucki, B. W. Black land loss: 1920–1997. AEA Pap. Proc. 112, 38–42 (2022).
Kaufman, D. Is it time to break up big ag? New Yorker (17 August 2021).
Chadde, S. COVID was far worse for meatpacking workers than previously reported. Civil Eats (2 November 2021).
D’Ignazio, C. & Klein, L. Data Feminism (MIT Press, 2020).
Eakin, H. et al. Identifying attributes of food system sustainability: emerging themes and consensus. Agric. Hum. Values 34, 757–773 (2017).
Schipanski, M. E. et al. Realizing resilient food systems. Bioscience 66, 600–610 (2016).
Foran, T. et al. Taking complexity in food systems seriously: an interdisciplinary analysis. World Dev. 61, 85–101 (2014).
Sommerville, M., Essex, J. & le Billon, P. The ‘global food crisis’ and the geopolitics of food security. Geopolitics. 19, 239–265 (2014).
Swinburn, B. A. et al. The global syndemic of obesity, undernutrition, and climate change: the Lancet Commission report. Lancet 393, 791–846 (2019).
Howden, S. M. et al. Adapting agriculture to climate change. Proc. Natl Acad. Sci. USA 104, 19691–19696 (2007).
Ray, D. K., Gerber, J. S., MacDonald, G. K. & West, P. C. Climate variation explains a third of global crop yield variability. Nat. Commun. 6, 5989 (2015).
Burchfield, E. K. Shifting cultivation geographies in the central and eastern US. Environ. Res. Lett. 17, 054049 (2022).
Haraway, D. Situated knowledges: the science question in feminism and the privilege of partial perspective. Fem. Stud. 14, 575–599 (1988).
Boström, M. A missing pillar? Challenges in theorizing and practicing social sustainability: introduction to the special issue. Sustainability 8, 3–14 (2012).
Hicks, C. C. et al. Engage key social concepts for sustainability. Science 352, 38–40 (2016).
1987 Census of Agriculture: Subject Series, Part 4 Vol. 2 (US Department of Commerce, 1992).
Lehner, P., Rosenberg, N. & Stucki, B. The stakeholders in agricultural policy. Environ. Forum 39, 42–53 (2022).
Bergmann, L. et al. Mapping agricultural lands: from conventional to regenerative. Land (Basel) 11, 437 (2022).
Burchfield, E. K., Schumacher, B. L., Spangler, K. & Rissing, A. The state of US farm operator livelihoods. Front. Sustain. Food Syst. 5, 795901 (2022).
Delonge, M. & Basche, A. Leveraging agroecology for solutions in food, energy, and water. Elementa 5, 6 (2017).
Vandermeer, J. et al. Feeding Prometheus: an interdisciplinary approach for solving the global food crisis. Front. Sustain. Food Syst. 2, 39 (2018).
McGreevy, S. R. et al. Sustainable agrifood systems for a post-growth world. Nat. Sustain. 5, 1011–1017 (2022).
Calo, A. The yeoman myth: a troubling foundation of the beginning farmer movement. Gastronomica 20, 12–29 (2020).
Singer, R., Grey, S. H. & Motter, J. Rooted Resistance: Agrarian Myth in Modern America (Univ. Arkansas Press, 2020).
Dentzman, K., Pilgeram, R., Lewin, P. & Conley, K. Queer farmers in the 2017 US Census of Agriculture. Soc. Nat. Resour. 34, 227–247 (2021).
Leslie, I. S. Queer farmers: sexuality and the transition to sustainable agriculture. Rural Sociol. 82, 747–771 (2017).
Barnett, M. J., Spangler, K., Petrzelka, P. & Filipiak, J. Power dynamics of the non-operating landowner–renter relationship and conservation decision-making in the midwestern United States. J. Rural Stud. 78, 107–114 (2020).
Carter, A. Placeholders and changemakers: women farmland owners navigating gendered expectations. Rural Sociol. 82, 499–523 (2017).
Clapp, J. The problem with growing corporate concentration and power in the global food system. Nat. Food 2, 404–408 (2021).
Sanderson Bellamy, A. Profit and hegemony in agribusiness. Nat. Plants 4, 867–868 (2018).
Franzen, S. The value of farming: multifaceted wealth generation through cooperative development. Econ. Anthropol. 7, 279–292 (2020).
Saldanha, K. The invisibility of farmworkers: implications and remedies. Lat. Stud. 20, 28–49 (2022).
Pilgeram, R., Dentzman, K., Lewin, P. & Conley, K. How the USDA changed the way women farmers are counted in the Census of Agriculture. Choices 35, 1–10 (2020).
2012 Census of Agriculture Highlights: Black Farmers (National Agricultural Statistics Service, 2014).
Rosenberg, N. & Stucki, B. How USDA distorted data to conceal decades of discrimination against Black farmers. Counter (26 June 2019).
Biagas, D. Jr. An assessment of four bridging options of agricultural producer demographics for the 2012 and 2017 census of agriculture. In Joint Statistical Meetings, Government Statistics Section (2017); https://go.nature.com/3lWwFKv
Pilgeram, R., Dentzman, K. & Lewin, P. Women, race and place in US agriculture. Agric. Hum. Values 39, 1341–1355 (2022).
Horst, M. & Marion, A. Racial, ethnic and gender inequities in farmland ownership and farming in the U.S. Agric. Hum. Values 36, 1–16 (2019).
Wickham, H. Tidy data. J. Stat. Softw. 59, 1–23 (2014).
Wilkinson, M. D. et al. The FAIR guiding principles for scientific data management and stewardship. Sci. Data 3, 160018 (2016).
Schumacher, B. L., Yost, M. A., Burchfield, E. K. & Allen, N. Water in the West: trends, production efficiency, and a call for open data. J. Environ. Manage. 306, 114330 (2022).
Henning-Smith, C., Alberth, A., Bjornestad, A., Becot, F. & Inwood, S. Farmer mental health in the US Midwest: key informant perspectives. J. Agromed. 27, 15–24 (2022).
Schaider, L. A., Swetschinski, L., Campbell, C. & Rudel, R. A. Environmental justice and drinking water quality: are there socioeconomic disparities in nitrate levels in U.S. drinking water? Environ. Health 18, 3 (2019).
Stackpoole, S. M., Stets, E. G. & Sprague, L. A. Variable impacts of contemporary versus legacy agricultural phosphorus on US river water quality. Proc. Natl Acad. Sci. USA 116, 20562–20567 (2019).
Milbank, C. et al. Rethinking hierarchies of evidence for sustainable food systems. Nat. Food 2, 843–845 (2021).
Acknowledgements
We thank C. Coleman for providing helpful comments on an early version of the manuscript. B.L.S. was partially supported by USDA NIFA Grant Number 2021-69012-35916. A.R. and E.K.B. were partially supported by USDA NIFA Grant Number 2020-67019-31157. Any opinions, findings, conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the view of the USDA.
Author information
Authors and Affiliations
Contributions
A.R. led the writing and editing. A.R. and E.K.B. developed the analysis. K.A.S. and B.L.S. contributed to the analysis. E.K.B., K.A.S. and B.L.S. contributed to the writing and editing. B.L.S. prepared the companion data document. All authors approved the final version.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Food thanks Katie Dentzman, Ryanne Pilgeram and Ivette Perfecto for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Rissing, A., Burchfield, E.K., Spangler, K.A. et al. Implications of US agricultural data practices for sustainable food systems research. Nat Food 4, 213–217 (2023). https://doi.org/10.1038/s43016-023-00711-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s43016-023-00711-2
This article is cited by
-
We see what we measure
Nature Food (2023)