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The design and application of an agricultural sustainability index using item response theory

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  • Beadle, Brian

Abstract

Agricultural sustainability (AS) is a key component in the UN's Sustainable Development Goals. Despite wide use of the concept in both research and policy, there is still not a universally accepted method for its measurement. This research proposes using item response theory (IRT) to generate a farm-level AS index. The thesis is comprised of three scientific articles: The first article develops and tests the IRT model design, second applies the model to the sustainability of non-food crop production in the context of the bioeconomy, and the third looks into the sustainability of organic versus conventional farms. The key findings of the research are that (1) constructing an AS index with IRT may be a suitable alternative to existing methods, (2) farms producing a combination of non-food crops with food crops are more sustainable on average than those not producing non-food crops, and (3) organic farms are more sustainable on average than conventional farms.

Suggested Citation

  • Beadle, Brian, 2023. "The design and application of an agricultural sustainability index using item response theory," EconStor Theses, ZBW - Leibniz Information Centre for Economics, number 278112, July.
    • Handle: RePEc:zbw:esthes:278112
    DOI: 10.25673/110862
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    1. David Zilberman & Gal Hochman & Deepak Rajagopal & Steve Sexton & Govinda Timilsina, 2013. "The Impact of Biofuels on Commodity Food Prices: Assessment of Findings," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 275-281.
    2. Antoni, Manfred & Ganzer, Andreas & Vom Berge, Philipp, 2019. "Stichprobe der Integrierten Arbeitsmarktbiografien Regionalfile (SIAB-R) 1975 - 2017," FDZ Datenreport. Documentation on Labour Market Data 201904_de, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    3. Ehrmann, Markus, 2010. "Assessing Ecological And Economic Impacts Of Policy Scenarios On Farm Level," 50th Annual Conference, Braunschweig, Germany, September 29-October 1, 2010 93949, German Association of Agricultural Economists (GEWISOLA).
    4. Carolyn Heinrich & Alessandro Maffioli & Gonzalo Vázquez, 2010. "A Primer for Applying Propensity-Score Matching," SPD Working Papers 1005, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    5. van der Meulen, H.A.B. & Dolman, M.A. & Jager, J.H. & Venema, G.S., 2014. "The impact of farm size on sustainability of Dutch dairy farms," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 3(2), pages 1-5, January.
    6. Mairon G. Bastos Lima, 2018. "Toward Multipurpose Agriculture: Food, Fuels, Flex Crops, and Prospects for a Bioeconomy," Global Environmental Politics, MIT Press, vol. 18(2), pages 143-150, May.
    7. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
    8. Sebastian Sippel & Nicolai Meinshausen & Erich M. Fischer & Enikő Székely & Reto Knutti, 2020. "Climate change now detectable from any single day of weather at global scale," Nature Climate Change, Nature, vol. 10(1), pages 35-41, January.
    9. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    10. Lorren Kirsty Haywood & Nikki Funke & Michelle Audouin & Constansia Musvoto & Anton Nahman, 2019. "The Sustainable Development Goals in South Africa: Investigating the need for multi-stakeholder partnerships," Development Southern Africa, Taylor & Francis Journals, vol. 36(5), pages 555-569, September.
    11. repec:iab:iabfda:201904(de is not listed on IDEAS
    12. Jenkins, Stephen P. & Micklewright, John (ed.), 2007. "Inequality and Poverty Re-Examined," OUP Catalogue, Oxford University Press, number 9780199218127.
    13. Piotr Sulewski & Anna Kłoczko-Gajewska & Wojciech Sroka, 2018. "Relations between Agri-Environmental, Economic and Social Dimensions of Farms’ Sustainability," Sustainability, MDPI, vol. 10(12), pages 1-23, December.
    14. Vlada VITUNSKIENE & Vida DABKIENE, 2016. "Framework for assessing the farm relative sustainability: a Lithuanian case study," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 62(3), pages 134-148.
    15. Gerrard, Catherine L. & Padel, Susanne & Simon, Moakes, 2012. "The use of Farm Business Survey data to compare the environmental performance of organic and conventional farms," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 2(1), pages 1-12, October.
    16. Karen Klonsky, 2012. "Comparison of Production Costs and Resource Use for Organic and Conventional Production Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(2), pages 314-321.
    17. Josef KRAUSE & Ondrej MACHEK, 2018. "A comparative analysis of organic and conventional farmers in the Czech Republic," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(1), pages 1-8.
    18. Milo Vandemoortele, 2014. "Measuring Household Wealth with Latent Trait Modelling: An Application to Malawian DHS Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 877-891, September.
    19. Sulewski, Piotr & Kłoczko-Gajewska, Anna, 2018. "Relations between agri-environmental, economic and social dimensions of farm sustainability," 166th Seminar, August 30-31, 2018, Galway, West of Ireland 276202, European Association of Agricultural Economists.
    20. Byomkesh Talukder & Keith W. Hipel & Gary W. vanLoon, 2017. "Developing Composite Indicators for Agricultural Sustainability Assessment: Effect of Normalization and Aggregation Techniques," Resources, MDPI, vol. 6(4), pages 1-27, November.
    21. Tomas Baležentis, 2015. "The Sources of the Total Factor Productivity Growth in Lithuanian Family Farms: A Färe-Primont Index Approach," Prague Economic Papers, Prague University of Economics and Business, vol. 2015(2), pages 225-241.
    22. Ranjan Roy & Ngai Weng Chan, 2012. "An assessment of agricultural sustainability indicators in Bangladesh: review and synthesis," Environment Systems and Decisions, Springer, vol. 32(1), pages 99-110, March.
    23. Peter Goodridge, 2007. "Multi-factor productivity analysis," Economic & Labour Market Review, Palgrave Macmillan;Office for National Statistics, vol. 1(7), pages 32-38, July.
    24. Eva-Marie Meemken & Matin Qaim, 2018. "Organic Agriculture, Food Security, and the Environment," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 39-63, October.
    25. Swinda F. Pfau & Janneke E. Hagens & Ben Dankbaar & Antoine J. M. Smits, 2014. "Visions of Sustainability in Bioeconomy Research," Sustainability, MDPI, vol. 6(3), pages 1-28, March.
    26. de Ponti, Tomek & Rijk, Bert & van Ittersum, Martin K., 2012. "The crop yield gap between organic and conventional agriculture," Agricultural Systems, Elsevier, vol. 108(C), pages 1-9.
    27. Erik Gawel & Nadine Pannicke & Nina Hagemann, 2019. "A Path Transition Towards a Bioeconomy—The Crucial Role of Sustainability," Sustainability, MDPI, vol. 11(11), pages 1-23, May.
    28. Genti Kostandini & Elton Mykerezi & Cesar Escalante, 2014. "The Impact of Immigration Enforcement on the U.S. Farming Sector," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 172-192.
    29. Glauben, Thomas & Tietje, Hendrik & Weiss, Christoph R., 2005. "Analysing Family Farm Succession: A Probit and a Competing Risk Approach," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24699, European Association of Agricultural Economists.
    30. Hackenberger, Armin & Rümmele, Marian & Schwerter, Jakob & Sturm, Miriam, 2021. "Elections and unemployment benefits for families: Did the Family Benefit Dispute affect election outcomes in Germany?," European Journal of Political Economy, Elsevier, vol. 66(C).
    31. Patterson, Murray & McDonald, Garry & Hardy, Derrylea, 2017. "Is there more in common than we think? Convergence of ecological footprinting, emergy analysis, life cycle assessment and other methods of environmental accounting," Ecological Modelling, Elsevier, vol. 362(C), pages 19-36.
    32. Verena Seufert & Navin Ramankutty & Jonathan A. Foley, 2012. "Comparing the yields of organic and conventional agriculture," Nature, Nature, vol. 485(7397), pages 229-232, May.
    33. Chalmers, R. Philip, 2012. "mirt: A Multidimensional Item Response Theory Package for the R Environment," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i06).
    34. Vincent Egenolf & Stefan Bringezu, 2019. "Conceptualization of an Indicator System for Assessing the Sustainability of the Bioeconomy," Sustainability, MDPI, vol. 11(2), pages 1-20, January.
    35. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    36. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    37. Martin Petrick & Patrick Zier, 2011. "Regional employment impacts of Common Agricultural Policy measures in Eastern Germany: a difference‐in‐differences approach," Agricultural Economics, International Association of Agricultural Economists, vol. 42(2), pages 183-193, March.
    38. Shortall, O.K., 2013. "“Marginal land” for energy crops: Exploring definitions and embedded assumptions," Energy Policy, Elsevier, vol. 62(C), pages 19-27.
    39. Franks, Jeremy & Frater, Poppy, 2013. "Measuring agricultural sustainability at the farm-level: A pragmatic approach," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 2(4), pages 1-19, July.
    40. Gómez-Limón, José A. & Sanchez-Fernandez, Gabriela, 2010. "Empirical evaluation of agricultural sustainability using composite indicators," Ecological Economics, Elsevier, vol. 69(5), pages 1062-1075, March.
    41. Oliver T. Coomes & Bradford L. Barham & Graham K. MacDonald & Navin Ramankutty & Jean-Paul Chavas, 2019. "Leveraging total factor productivity growth for sustainable and resilient farming," Nature Sustainability, Nature, vol. 2(1), pages 22-28, January.
    42. Sylvie Bonny, 2011. "Herbicide-tolerant Transgenic Soybean over 15 Years of Cultivation: Pesticide Use, Weed Resistance, and Some Economic Issues. The Case of the USA," Sustainability, MDPI, vol. 3(9), pages 1-21, August.
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