The Realized Yield Effect of Genetically Engineered Crops: U.S. Maize and Soybean
Abstract
Yield improvements are critical to ensuring food security for a growing world population especially in view of the increasing potential for use of land in biofuel production. Efforts to sustain the impressive rate of past productivity gains, epitomized by such successes as the Green Revolution, are bound to rely on biotechnology innovations such as those responsible for the development of genetically engineered (GE) crops. Some argue that the use of biotechnology can substantially improve yields relative to the trajectory established by traditional breeding in the 20th century. Because U.S. adoption of GE varieties has been very strong since their introduction in the late 1990s, we investigated empirically whether and to what extent the GE technology has improved realized yields. We study this question for nonirrigated U.S. maize (Zea mays L.) and soybean [Glycine max (L.) Merr.] yields over 1964 through 2010, having controlled for local effects, weather, fertilization, and the preexisting (non‐GE) crop improvement trend. For maize we find that GE varieties have increased realized yields, with a stronger gain in the Central Corn Belt (CCB). For soybeans, GE varieties appear to have slightly reduced yields. For both crops we find a strong trend in yield growth, which may have accelerated in recent years within the CCB. However, the combined effects of yield trend and GE adoption are predicted to fall short of the growth rate envisioned by industry projections.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Cites
(2001) · RePEc: Research Papers in Economics · Cited by 27,577 · see citing works
Solutions for a cultivated planet
Foley, J. A., Ramankutty, N., Brauman, K. A., Cassidy, E. S., Gerber, J. S., Johnston, M., Mueller, N. D., O’Connell, C., Ray, D. K., West, P. C., et al. (2011) · Nature · doi:10.1038/nature10452 · Cited by 8,476 · see citing works
Global food demand and the sustainable intensification of agriculture
Tilman, D., Balzer, C., Hill, J., & Befort, B. L. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1116437108 · Cited by 7,692 · see citing works
Climate Trends and Global Crop Production Since 1980
Lobell, D. B., Schlenker, W., & Costa-Roberts, J. (2011) · Science · doi:10.1126/science.1204531 · Cited by 4,734 · see citing works
Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change
Schlenker, W., & Roberts, M. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0906865106 · Cited by 3,420 · see citing works
Breeding Technologies to Increase Crop Production in a Changing World
Tester, M. A., & Langridge, P. (2010) · Science · doi:10.1126/science.1183700 · Cited by 2,335 · see citing works
A Review of Twentieth-Century Drought Indices Used in the United States
Heim, R. R. (2002) · Bulletin of the American Meteorological Society · doi:10.1175/1520-0477-83.8.1149 · Cited by 2,055 · see citing works
Beneficial biofuels—the food, energy, and environment trilemma
Tilman, D., Socolow, R., Foley, J. A., Hill, J., Larson, E., Lynd, L., Pacala, S., Reilly, J., Searchinger, T., Somerville, C., et al. (2009) · Science · doi:10.1126/science.1177970 · Cited by 1,596 · see citing works
Akaike Information Criterion Statistics.
Grove, D., Sakamoto, Y., Ishiguro, M., & Kitagawa, G. (1988) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2348776 · Cited by 1,184 · see citing works
Nitrogen uptake, fixation and response to fertilizer N in soybeans: A review
Salvagiotti, F., Cassman, K. G., Specht, J. E., Walters, D. T., Weiss, A., & Dobermann, A. (2008) · Field Crops Research · doi:10.1016/j.fcr.2008.03.001 · Cited by 1,115 · see citing works
Akaike information criterion statistics
(1987) · Mathematics and Computers in Simulation · doi:10.1016/0378-4754(87)90094-2 · Cited by 1,099 · see citing works
Enriching the earth: Fritz Haber, Carl Bosch, and the transformation of world food production
(2001) · Choice Reviews Online · doi:10.5860/choice.38-5589 · Cited by 985 · see citing works
Radically Rethinking Agriculture for the 21st Century
Fedoroff, N. V., Battisti, D. S., Beachy, R. N., Cooper, P. J. M., Fischhoff, D. A., Hodges, C. N., Knauf, V. C., Lobell, D. B., Mazur, B. J., Molden, D. J., et al. (2010) · Science · doi:10.1126/science.1186834 · Cited by 831 · see citing works
Widespread adoption of Bt cotton and insecticide decrease promotes biocontrol services
Lu, Y., Wu, K., Jiang, Y., Guo, Y., & Desneux, N. (2012) · Nature · doi:10.1038/nature11153 · Cited by 805 · see citing works
Akaike Information Criterion Statistics
Brooks, D. G., Sakamoto, Y., Ishiguro, M., & Kitagawa, G. (1989) · Technometrics · doi:10.2307/1268842 · Cited by 769 · see citing works
Areawide Suppression of European Corn Borer with Bt Maize Reaps Savings to Non-Bt Maize Growers
Hutchison, W. D., Burkness, E. C., Mitchell, P. D., Moon, R. D., Leslie, T. W., Fleischer, S. J., Abrahamson, M., Hamilton, K. L., Steffey, K. L., Gray, M. E., et al. (2010) · Science · doi:10.1126/science.1190242 · Cited by 759 · see citing works
Yield effects of genetically modified crops in developing countries
Qaim, M., & Zilberman, D. (2003) · Science · doi:10.1126/science.1080609 · Cited by 757 · see citing works
Suppression of Cotton Bollworm in Multiple Crops in China in Areas with Bt Toxin–Containing Cotton
Wu, K., Lu, Y., Feng, H., Jiang, Y., & Zhao, Y. (2008) · Science · doi:10.1126/science.1160550 · Cited by 737 · see citing works
Breeding and Cereal Yield Progress
Fischer, R. A. T., & Edmeades, G. (2010) · Crop Science · doi:10.2135/cropsci2009.10.0564 · Cited by 671 · see citing works
Molecular and physiological approaches to maize improvement for drought tolerance
Bruce, W. B., Edmeades, G. O., & Barker, T. C. (2002) · Journal of Experimental Botany · doi:10.1093/jexbot/53.366.13 · Cited by 562 · see citing works
Increasing Crop Productivity to Meet Global Needs for Feed, Food, and Fuel
Edgerton, M. D. (2009) · Plant Physiology · doi:10.1104/pp.108.130195 · Cited by 513 · see citing works
Agricultural Research, Productivity, and Food Prices in the Long Run
Alston, J. M., Beddow, J. M., & Pardey, P. G. (2009) · Science · doi:10.1126/science.1170451 · Cited by 428 · see citing works
The Economics of Grain Price Volatility
Wright, B. D. (2011) · Applied Economic Perspectives and Policy · doi:10.1093/aepp/ppq033 · Cited by 427 · see citing works
Narrowing Down the Targets: Towards Successful Genetic Engineering of Drought-Tolerant Crops
Yang, S., Vanderbeld, B., Wan, J., & Huang, Y. (2010) · Molecular Plant · doi:10.1093/mp/ssq016 · Cited by 421 · see citing works
Insect-Resistant GM Rice in Farmers' Fields: Assessing Productivity and Health Effects in China
Huang, J., Hu, R., Rozelle, S., & Pray, C. E. (2005) · Science · doi:10.1126/science.1108972 · Cited by 378 · see citing works
The Water Footprint of Biofuels: A Drink or Drive Issue?
Dominguez-Faus, R., Powers, S. E., Burken, J. G., & Alvarez, P. J. J. (2009) · Environmental Science & Technology · doi:10.1021/es802162x · Cited by 370 · see citing works
Enriching the Earth: Fritz Haber, Carl Bosch, and the Transformation of World Food Production
Coyne, M. S. (2005) · Agricultural History · doi:10.1215/00021482-79.3.383 · Cited by 345 · see citing works
Nonlinear Effects of Weather on Corn Yields*
Schlenker, W., & Roberts, M. J. (2006) · Review of Agricultural Economics · doi:10.1111/j.1467-9353.2006.00304.x · Cited by 337 · see citing works
How Biofuels Could Starve the Poor
Runge, C. F., & Senauer, B. (2007) · Foreign Affairs · Cited by 332 · see citing works
Hybrid Corn and the Economics of Innovation
Griliches, Z. (1960) · Science · doi:10.1126/science.132.3422.275 · Cited by 303 · see citing works
State of World Population 2010
Fund, U. N. P. (2011) · The state of world population/The State of world population · doi:10.18356/7d4bbbc8-en · Cited by 287 · see citing works
Concepts and Rationale for Regional Nitrogen Rate Guidelines for Corn
Sawyer, J. E., Nafziger, E. D., Randall, G. W., Bundy, L. G., Rehm, G. W., & Joern, B. C. (2006) · Iowa State University Digital Repository (Iowa State University) · Cited by 232 · see citing works
American agriculture in the twentieth century: how it flourished and what it cost
(2003) · Choice Reviews Online · doi:10.5860/choice.40-2898 · Cited by 202 · see citing works
The Global Supply and Demand for Agricultural Land in 2050: A Perfect Storm in the Making?1
Hertel, T. W. (2011) · American Journal of Agricultural Economics · doi:10.1093/ajae/aaq189 · Cited by 202 · see citing works
Weather Variability, Climatic Change, and Grain Production
Thompson, L. M. (1975) · Science · doi:10.1126/science.188.4188.535 · Cited by 188 · see citing works
Bt cotton and pesticide use in Argentina: economic and environmental effects
Qaim, M., & de Janvry, A. (2005) · Environment and Development Economics · doi:10.1017/s1355770x04001883 · Cited by 173 · see citing works
Impact of Genetically Engineered Crops on Farm Sustainability in the United States
National Research Council (2010) · National Academies Press eBooks · doi:10.17226/12804 · Cited by 168 · see citing works
A Regional Analysis of the Response of Soybean Yield to Planting Date
Egli, D. B., & Cornelius, P. L. (2009) · Agronomy Journal · doi:10.2134/agronj2008.0148 · Cited by 162 · see citing works
Lords of the harvest: biotech, big money, and the future of food
(2002) · Choice Reviews Online · doi:10.5860/choice.39-4565 · Cited by 136 · see citing works
Weather and Technology in the Production of Corn in the U. S. Corn Belt1
Thompson, L. M. (1969) · Agronomy Journal · doi:10.2134/agronj1969.00021962006100030037x · Cited by 135 · see citing works
Growth and Nitrogen Fixation in High‐Yielding Soybean: Impact of Nitrogen Fertilization
Salvagiotti, F., Specht, J. E., Cassman, K. G., Walters, D. T., Weiss, A., & Dobermann, A. (2009) · Agronomy Journal · doi:10.2134/agronj2008.0173x · Cited by 134 · see citing works
The role of transgenic crops in sustainable development
Park, J. R., MCFARLANE, I. D., Phipps, R. H., & Ceddia, G. (2010) · Plant Biotechnology Journal · doi:10.1111/j.1467-7652.2010.00565.x · Cited by 128 · see citing works
Glyphosate‐Resistant Soybean Cultivar Yields Compared with Sister Lines
Elmore, R. W., Roeth, F. W., Nelson, L. A., Shapiro, C. A., Klein, R. N., Knežević, S. Z., & Martin, A. R. (2001) · Agronomy Journal · doi:10.2134/agronj2001.932408x · Cited by 118 · see citing works
Bt corn in Spain—the performance of the EU's first GM crop
Gómez‐Barbero, M., Berbel, J., & Rodríguez‐Cerezo, E. (2008) · Nature Biotechnology · doi:10.1038/nbt0408-384 · Cited by 111 · see citing works
Transgenic insect resistance traits increase corn yield and yield stability
Edgerton, M. D., Fridgen, J. J., Anderson, J. R., Ahlgrim, J., Criswell, M., Dhungana, P., Gocken, T., Li, Z., Mariappan, S., Pilcher, C. D., et al. (2012) · Nature Biotechnology · doi:10.1038/nbt.2259 · Cited by 107 · see citing works
On Two Measures of Unbalancedness in a One‐Way Model and Their Relation to Efficiency
Ahrens, H., & Pincus, R. L. (1981) · Biometrical Journal · doi:10.1002/bimj.4710230302 · Cited by 95 · see citing works
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(D) OF THE SECURITIES EXCHANGE ACT OF 1934
Stifel Financial Corp (2010) · Cited by 69 · see citing works
Molecular and physiological approaches to maize improvement for drought tolerance
Bruce, W. B., Edmeades, G. O., & Barker, T. C. (2002) · Journal of Experimental Botany · doi:10.1093/jxb/53.366.13 · Cited by 68 · see citing works
Biotechnology and the development of food markets: retrospect and prospects
Moschini, G. (2008) · European Review of Agricultural Economics · doi:10.1093/erae/jbn014 · Cited by 63 · see citing works
Self-citationLords of the Harvest: Biotech, Big Money, and the Future of Food
Cooper, R. N., Charles, D., Pinstrup‐Andersen, P., & Schiøler, E. (2002) · Foreign Affairs · doi:10.2307/20033024 · Cited by 62 · see citing works
Huang, J., Hu, R., Rozelle, S., & Pray, C. E. (2007) · Economic Development and Cultural Change · doi:10.1086/522898 · Cited by 60 · see citing works
The Frankenfood myth: how protest and politics threaten the biotech revolution
(2005) · Choice Reviews Online · doi:10.5860/choice.42-3989 · Cited by 47 · see citing works
Drought-tolerant maize gets US debut
Tollefson, J. (2011) · Nature · doi:10.1038/469144a · Cited by 44 · see citing works
L., B., Meloche, F., & Wei, L. (2009) · Field Crops Research · doi:10.1016/j.fcr.2008.12.006 · Cited by 43 · see citing works
Competition Issues in the Seed Industry and the Role of Intellectual Property
Moschini, G., & Moschini, G. (2010) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.94757 · Cited by 42 · see citing works
Self-citationBREEDING MAIZE FOR HIGHER YIELD AND QUALITY UNDER DROUGHT STRESS
Carena, M. J., Bergman, G., Riveland, N. R., Eriksmoen, E. D., & Halvorson, M. A. (2009) · Maydica · Cited by 35 · see citing works
The Frankenfood Myth. How Protest and Politics Threaten the Biotech Revolution
Carter, T. E. (2005) · Crop Science · doi:10.2135/cropsci2005.0011br · Cited by 30 · see citing works
Genetically Modified Food and Global Welfare
Carter, C. A., Moschini, G., & Sheldon, I. M. (2011) · Frontiers of economics and globalisation · doi:10.1108/s1574-8715(2011)10 · Cited by 28 · see citing works
Self-citationWeather, Technology, and Corn and Soybean Yields in the U.S. Corn BeltPreprint
Tannura, M. A., Irwin, S. H., & Good, D. (2008) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.37501 · Cited by 28 · see citing works
The Economics of Inventive Activity over Fifty Years
Arrow, K. J. (2012) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226473062.003.0004 · Cited by 25 · see citing works
Lords of the Harvest: Biotech, Big Money, and the Future of Food
Kaiser, H. M. (2003) · American Journal of Agricultural Economics · doi:10.1111/1467-8276.00138_4 · Cited by 4 · see citing works
Biotechnology and agriculture: current and emerging applications.
Herdt, R. W., & Nelson, R. (2011) · RePEc: Research Papers in Economics · doi:10.1108/s1574-8715(2011)0000010006/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 64 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Climate Change, Global Food Security, and the U.S. Food System
Brown, M. E., Antle, J. M., Backlund, P., Carr, E. R., Easterling, W. E., Walsh, M. K., Ammann, C. M., Attavanich, W., Barrett, C. B., Bellemare, M. F., et al. (2015) · doi:10.7930/j0862dc7 · Cited by 257 · see citing works
Genetic Costs of Domestication and Improvement
Moyers, B. T., Morrell, P. L., & McKay, J. K. (2018) · Journal of Heredity · doi:10.1093/jhered/esx069 · Cited by 216 · see citing works
Genetically engineered crops and pesticide use in U.S. maize and soybeans
Perry, E., Federico Ciliberto, A., Hennessy, D. A., & Moschini, G. (2016) · Science Advances · doi:10.1126/sciadv.1600850 · Cited by 196 · see citing works
Self-citationPellegrino, E., Bedini, S., Nuti, M., & Ercoli, L. (2018) · Scientific Reports · doi:10.1038/s41598-018-21284-2 · Cited by 177 · see citing works
Mourtzinis, S., Specht, J. E., Lindsey, L. E., Wiebold, W. J., Ross, J., Nafziger, E. D., Kandel, H. J., Mueller, N. D., Devillez, P. L., Arriaga, F. J., et al. (2015) · Nature Plants · doi:10.1038/nplants.2014.26 · Cited by 97 · see citing works
Jin, Z., Zhuang, Q., Tan, Z., Dukes, J. S., Zheng, B., & Melillo, J. M. (2016) · Global Change Biology · doi:10.1111/gcb.13376 · Cited by 94 · see citing works
GM Crops, Organic Agriculture and Breeding for Sustainability
Ceccarelli, S. (2014) · Sustainability · doi:10.3390/su6074273 · Cited by 71 · see citing works
Cover crops, crop insurance losses, and resilience to extreme weather events
Aglasan, S., Rejesus, R. M., Hagen, S. C., & Salas, W. (2023) · American Journal of Agricultural Economics · doi:10.1111/ajae.12431 · Cited by 61 · see citing works
Testing for Complementarity: Glyphosate Tolerant Soybeans and Conservation Tillage
Perry, E. D., Moschini, G., & Hennessy, D. A. (2016) · American Journal of Agricultural Economics · doi:10.1093/ajae/aaw001 · Cited by 61 · see citing works
Self-citationCaradus, J. R. (2022) · New Zealand Journal of Agricultural Research · doi:10.1080/00288233.2022.2141273 · Cited by 64 · see citing works
Specht, J. E., Diers, B. W., Nelson, R. L., de Toledo, J. F. F., Torrion, J. A., & Grassini, P. (2014) · CSSA special publication - Crop Science Society of America · doi:10.2135/cssaspecpub33.c12 · Cited by 55 · see citing works
Evidence of climate change impacts on crop comparative advantage and land use
Arora, G., Feng, H., Anderson, C. J., & Hennessy, D. A. (2019) · Agricultural Economics · doi:10.1111/agec.12551 · Cited by 55 · see citing works
Self-citationUnderstanding the effect of cover crop use on prevented planting losses
Won, S., Rejesus, R. M., Goodwin, B. K., & Aglasan, S. (2023) · American Journal of Agricultural Economics · doi:10.1111/ajae.12396 · Cited by 53 · see citing works
Lü, C., Zhang, J., Cao, P., & Hatfield, J. L. (2019) · Earth s Future · doi:10.1029/2019ef001155 · Cited by 54 · see citing works
Economic and ecosystem impacts of GM maize in South Africa
Ala-Kokko, K., Nalley, L. L., Shew, A. M., Tack, J., Chaminuka, P., Matlock, M. D., & D’Haese, M. (2021) · Global Food Security · doi:10.1016/j.gfs.2021.100544 · Cited by 51 · see citing works
Is another genetic revolution needed to offset climate change impacts for US maize yields?
Ortiz‐Bobea, A., & Tack, J. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aae9b8 · Cited by 48 · see citing works
Intellectual Property Rights and the Ascent of Proprietary Innovation in Agriculture
Clancy, M., & Moschini, G. (2017) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-100516-053524 · Cited by 47 · see citing works
Self-citationEffectiveness of drought indices in identifying impacts on major crops across the USA
Peña‐Gallardo, M., Vicente-Serrano, S. M., Domínguez‐Castro, F., Quiring, S. M., Svoboda, M. D., Beguerı́a, S., & Hannaford, J. (2018) · Climate Research · doi:10.3354/cr01519 · Cited by 47 · see citing works
Valuing product innovation: genetically engineered varieties in US corn and soybeans
Federico Ciliberto, A., Moschini, G., & Perry, E. (2019) · The RAND Journal of Economics · doi:10.1111/1756-2171.12290 · Cited by 46 · see citing works
Self-citationClimate change and land-use in Indian agriculture
Birthal, P. S., Hazrana, J., Negi, D. S., & Bhan, S. C. (2021) · Land Use Policy · doi:10.1016/j.landusepol.2021.105652 · Cited by 39 · see citing works
Zhang, J., Cao, P., & Lü, C. (2021) · Global Biogeochemical Cycles · doi:10.1029/2020gb006876 · Cited by 39 · see citing works
Influence of genetically modified organisms on agro-ecosystem processes
Kolseth, A., D’Hertefeldt, T., Emmerich, M., Forabosco, F., Marklund, S. L., Cheeke, T. E., Hallin, S., & Weih, M. (2015) · Agriculture Ecosystems & Environment · doi:10.1016/j.agee.2015.08.021 · Cited by 36 · see citing works
The Effects of GM Technology on Maize Yield
Chavas, J., Shi, G., & Lauer, J. (2014) · Crop Science · doi:10.2135/cropsci2013.10.0709 · Cited by 36 · see citing works
Transgenic maize event TC1507: Global status of food, feed, and environmental safety
Baktavachalam, G. B., Delaney, B., Fisher, T. L., Ladics, G. S., Layton, R. J., Locke, M., Schmidt, J., Anderson, J. A. H., Weber, N. N., Herman, R. A., et al. (2015) · GM crops & food · doi:10.1080/21645698.2015.1054093 · Cited by 36 · see citing works
The economic impacts of technology and climate change: New evidence from U.S. corn yields
Huffman, W. E., Jin, Y., & Xu, Z. Q. (2018) · Agricultural Economics · doi:10.1111/agec.12429 · Cited by 36 · see citing works
Self-citationNeonicotinoids in U.S. maize: Insecticide substitution effects and environmental risk
Perry, E. D., & Moschini, G. (2020) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2020.102320 · Cited by 34 · see citing works
Self-citationLiverpool‐Tasie, L. S. O. (2016) · Journal of Agricultural Economics · doi:10.1111/1477-9552.12162 · Cited by 33 · see citing works
Forty Years of Food Safety Risk Assessment: A History and Analysis
Wu, F., & Rodricks, J. V. (2020) · Risk Analysis · doi:10.1111/risa.13624 · Cited by 30 · see citing works
The Impact of Bt Corn on Aflatoxin-Related Insurance Claims in the United States
Yu, J., Hennessy, D. A., & Wu, F. (2019) · Scientific Reports · doi:10.1038/s41598-020-66955-1 · Cited by 27 · see citing works
Self-citationPlacing bounds on extreme temperature response of maize
Anderson, C. J., Babcock, B. A., Peng, Y., Gassman, P. W., & Campbell, T. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/12/124001 · Cited by 26 · see citing works
Baldock, J. O., Hedtcke, J. L., Posner, J. L., & Hall, J. A. (2014) · Agronomy Journal · doi:10.2134/agronj14.0004 · Cited by 20 · see citing works
Lusk, J. L., Tack, J., & Hendricks, N. P. (2017) · National Bureau of Economic Research · doi:10.3386/w23519 · Cited by 20 · see citing works
Agricultural sciences in transition from 1800 to 2020: Exploring knowledge and creating impact
Spiertz, H. (2014) · European Journal of Agronomy · doi:10.1016/j.eja.2014.06.001 · Cited by 21 · see citing works
Yield gains larger in GM maize for human consumption than livestock feed in South Africa
Shew, A. M., Tack, J., Nalley, L. L., Chaminuka, P., & Maali, S. H. (2021) · Nature Food · doi:10.1038/s43016-021-00231-x · Cited by 18 · see citing works
Land Resilience and Tail Dependence among Crop Yield Distributions
Du, X., Hennessy, D. A., Feng, H., & Arora, G. (2017) · American Journal of Agricultural Economics · doi:10.1093/ajae/aax082 · Cited by 17 · see citing works
Self-citationDo higher temperatures influence how yields respond to increasing planting density?
Wang, R., Rejesus, R. M., Tack, J., & Aglasan, S. (2021) · Agricultural and Resource Economics Review · doi:10.1017/age.2021.10 · Cited by 14 · see citing works
Jiang, Y., Pan, S., Cai, M., Li, C., Zhan, M., Wang, J., Mohamed, I., & Cao, C. (2013) · Field Crops Research · doi:10.1016/j.fcr.2013.09.011 · Cited by 14 · see citing works
Agricultural innovation and adaptation to climate change: Insights from US maize
Lee, S., Ji, Y., & Moschini, G. (2022) · Journal of the Agricultural and Applied Economics Association · doi:10.1002/jaa2.20 · Cited by 13 · see citing works
Self-citationGlyphosate exposure and GM seed rollout unequally reduced perinatal health
Reynier, E., & Rubin, E. A. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2413013121 · Cited by 12 · see citing works
Examining U.S. grain marketing and farm supply cooperatives’ sustainable growth rates
Smart, N., Briggeman, B. C., Tack, J., & Perry, E. (2019) · Agribusiness · doi:10.1002/agr.21609 · Cited by 11 · see citing works
Are Actuarial Crop Insurance Rates Fair?: An Analysis Using a Penalized BivariateB-Spline Method
Price, M. J., Yu, C. L., Hennessy, D. A., & Du, X. (2019) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.1111/rssc.12363 · Cited by 8 · see citing works
Self-citationChe, Y., Feng, H., & Hennessy, D. A. (2019) · The Geneva Papers on Risk and Insurance Issues and Practice · doi:10.1057/s41288-019-00147-5 · Cited by 8 · see citing works
Self-citationTHE EFFECTS OF BIOTECHNOLOGY ON PRODUCTIVITY AND INPUT DEMANDS IN U.S. AGRICULTURE
Chavas, J., Shi, G., Nehring, R. F., & Stiegert, K. W. (2018) · Journal of Agricultural and Applied Economics · doi:10.1017/aae.2018.6 · Cited by 8 · see citing works
Effects of Transgenic Crops on the Environment
Woodbury, P. B., DiTommaso, A., Thies, J. E., Ryan, M. R., & Losey, J. E. (2017) · doi:10.1002/9781119255574.ch6 · Cited by 8 · see citing works
Risk effects of GM corn: Evidence from crop insurance outcomes and high‐dimensional methods
Aglasan, S., Goodwin, B. K., & Rejesus, R. M. (2022) · Agricultural Economics · doi:10.1111/agec.12757 · Cited by 7 · see citing works
Impact of climate change and genetic development on Iowa corn yield
Zai, F. H., McSharry, P., & Hamers, H. (2024) · Frontiers in Agronomy · doi:10.3389/fagro.2024.1339410 · Cited by 6 · see citing works
Long‐term crop yield benefits of subsurface drainage on poorly drained soils
Rui, Y., Goller, B., & Kladivko, E. J. (2024) · Agronomy Journal · doi:10.1002/agj2.21621 · Cited by 6 · see citing works
Impact of Genetically Modified Crops on Environment
Aslam, S., & Gul, N. (2020) · Water science and technology library · doi:10.1007/978-3-030-38152-3_13 · Cited by 6 · see citing works
Updates on Global Status of Transgenic and Genome-Edited Crops
Koul, B., Pudhuvai, B., Bhanot, M., & Tiwari, S. (2024) · Springer eBooks · doi:10.1007/978-981-97-3119-0_19 · Cited by 5 · see citing works
In medio stat virtus: coexistence policies for GM and non-GM production in spatial equilibrium
Moschini, G. (2015) · European Review of Agricultural Economics · doi:10.1093/erae/jbu040 · Cited by 5 · see citing works
Self-citationРАН, Ф. И. Б. И. Ф. Р. И. М., Chumakov, M. I., Гусев, Ю. С., Bogatyreva, N. V., СОКОЛОВ, А. Ю., & академия, Ф. В. С. Г. Ю. (2019) · Sel skokhozyaistvennaya Biologiya · doi:10.15389/agrobiology.2019.3.426rus · Cited by 5 · see citing works
Johnson, P., Bennartz, R., & Camp, J. S. (2019) · Applied Geography · doi:10.1016/j.apgeog.2019.102058 · Cited by 5 · see citing works
Exploring Stakeholder Consensus for Multiple Outcomes in Agriculture: An Iowa Case Study
Larsen, D., Tyndall, J., Moore, L. A. S., & Grudens‐Schuck, N. (2019) · Frontiers in Sustainable Food Systems · doi:10.3389/fsufs.2019.00110 · Cited by 5 · see citing works
Agronomic performance of transgenic soybean cultivars in Brazilian Cerrado
Costa, R. F., da Silva, A. G., Simon, G. A., Bessa, O. R., & Dias, M. O. (2019) · Acta Scientiarum Agronomy · doi:10.4025/actasciagron.v41i1.42713 · Cited by 5 · see citing works
Bt corn and cotton planting may benefit peanut growers by reducing aflatoxin risk
Yu, J., Hennessy, D. A., & Wu, F. (2024) · Plant Biotechnology Journal · doi:10.1111/pbi.14425 · Cited by 4 · see citing works
Self-citationAgronomic and Economic Performance of Genetically Modified and Conventional Maize
Hrčková, K., Mihalčík, P., Žák, Š., Hašana, R., Ondreičková, K., & Kraic, J. (2018) · Polnohospodarstvo · doi:10.2478/agri-2018-0009 · Cited by 4 · see citing works
Genetic Engineering to Improve Biotic and Abiotic Stress Tolerance in Maize (Zea mays L.)
Sheoran, S., Saini, M., Ramtekey, V., Gupta, M., Kyum, M., & Kumar, P. (2023) · Springer eBooks · doi:10.1007/978-3-031-21640-4_10 · Cited by 4 · see citing works
Cloud Seeding and Crops Yields: Evaluation of the North Dakota Cloud Modification Project
Knowles, S., & Skidmore, M. L. (2021) · Weather Climate and Society · doi:10.1175/wcas-d-21-0010.1 · Cited by 3 · see citing works
Economic Assessment of Food Legumes Breeding in China: Evidence Using a Provincial Level Dataset
Ma, J., Zhang, H., Khan, N., Tian, J., Wang, L., Wu, J., Cheng, X., Chen, X., Liu, Y., He, Y., et al. (2022) · Agronomy · doi:10.3390/agronomy12102297 · Cited by 3 · see citing works
Genetically modified crops in Africa: constraints, prospects, and policies
Ludidi, N. (2023) · Elsevier eBooks · doi:10.1016/b978-0-12-823903-2.00014-7 · Cited by 3 · see citing works
Chumakov, M. I., Gusev, Y. S., Bogatyreva, N. V., & Sokolov, A. Y. (2019) · Sel skokhozyaistvennaya Biologiya · doi:10.15389/agrobiology.2019.3.426eng · Cited by 3 · see citing works
Lu, P., Hennessy, D. A., & Feng, H. (2025) · Agricultural Finance Review · doi:10.1108/afr-03-2024-0059 · Cited by 2 · see citing works
Self-citationRecent approaches in agricultural production economics: Where the heck are the prices?
Tack, J., Yu, J., & Rejesus, R. M. (2026) · Food Policy · doi:10.1016/j.foodpol.2026.103053 · Cited by 2 · see citing works
Productivity growth from genetic improvement: Evidence from Illinois soybean trial data
Hutchins, J., & Irwin, S. H. (2025) · American Journal of Agricultural Economics · doi:10.1111/ajae.12555 · Cited by 2 · see citing works
Response of Two Potato Varieties to Irrigation Methods in the Dry Mediterranean Area
Mubarak, I., Janat, M., & Makhlouf, M. (2018) · Polnohospodarstvo · doi:10.2478/agri-2018-0006 · Cited by 2 · see citing works
Cost Efficiency Changes and Adoption of Biotechnology Enhanced Soybeans in Kansas
Funk, S. M., & Bergtold, J. S. (2014) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.197097 · Cited by 2 · see citing works
Glyphosate exposure and GM seed rollout unequally reduced perinatal health
Saulnier, E., & Rubin, E. (2024) · doi:10.2139/ssrn.4863595 · Cited by 1 · see citing works
Impact of grain regulations on food safety
Wu, F. (2025) · Elsevier eBooks · doi:10.1016/b978-0-12-819340-2.00007-9 · Cited by 1 · see citing works
Quantifying yield losses from Bt resilience among maize cultivars in South Africa
Tack, J., Cooper, C. F., Nalley, L. L., Chaminuka, P., Maali, S. H., Farmer, E. E., & Gore, M. A. (2026) · Nature Communications · doi:10.1038/s41467-026-71156-x · Cited by 1 · see citing works
Ala-Kokko, K., Tack, J., & Yu, J. (2026) · Food Policy · doi:10.1016/j.foodpol.2026.103138 · Cited by 1 · see citing works
Andrzejuk, A. (2017) · Zeszyty Naukowe SGGW w Warszawie - Problemy Rolnictwa Światowego · doi:10.22630/prs.2017.17.4.77 · Cited by 1 · see citing works
Technology and Productivity in U.S. Corn and Soybean
Moschini, G. (2014) · Iowa State University Digital Repository (Iowa State University)
Self-citationExtreme Weather, Biotechnology, and Corn Productivity
McFadden, J., & Miranowski, J. (2017) · Springer proceedings in mathematics & statistics · doi:10.1007/978-3-319-55236-1_16
Bioeconomic feedbacks from large-scale adoption of transgenic pesticidal corn in the PhilippinesPreprint
Brown, Z. S., Connor, L., Rejesus, R. M., & Yorobe, J. M. (2018) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.272080
Hemingway, J. S. (2019) · The Atrium (University of Guelph)
ترشيد تكاليف الانشطة الزراعية في ظل استخدام الهندسة الوراثية
مويش, م. ك. د. ش. ك., & يعقوب, أ. م. د. ف. ع. (2018) · مجلة دراسات محاسبية ومالية · doi:10.34093/jafs.v13i45.314
Valuing Product Innovation: Genetically Engineered Varieties in U.S. Corn and SoybeansPreprint
Federico Ciliberto, A., Moschini, G., & Perry, E. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.3088632
Self-citationترشيد التكاليف وتحسين جودة البذور في ظل تطبيق التقنية الحيوية
مويش, ش. ك., & يعقوب, ف. ع. ا. (2019) · مجلة دراسات محاسبية ومالية · doi:10.34093/jafs.v14i47.422
Past and future weather: Farmers’ perceptions and their roles in land use decisionsPreprint
Arora, G., Feng, H., & Hennessy, D. A. (2019) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.290768
Self-citationTechnology-Driven Productivity Improvements With a Focus on ICT-Enabled Automation
(2017) · Advances in business strategy and competitive advantage book series · doi:10.4018/978-1-5225-2179-2.ch001
Umar, A. J., Idi, S., & Bose, A. A. (2022) · Journal of Agripreneurship and Sustainable Development · doi:10.59331/jasd.v5i2.310
Glyphosate exposure and GM seed rollout unequally reduced perinatal healthPreprint
Rubin, E., & Saulnier, E. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4867914
Lee, S. Y., Moschini, G., & Perry, E. (2024) · Environmental Research Letters · doi:10.1088/1748-9326/ad8ad5
Self-citationBiofuels: Exploring the Future of Green & Clean Energy
Jabeen, M., Parveen, S., Aslam, N., Zafar, A., Aslam, S., & Elboughdiri, N. A. (2026) · El-Cezeri Fen ve Mühendislik Dergisi · doi:10.31202/ecjse.1680236
- Authors
- Xu, Z., Hennessy, D. A., Sardana, K., & Moschini, G.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Iowa State University (US)
- TERI University (IN)
- Corresponding author
- Moschini, GianCarlo
- Venue
- Crop Science
- Publisher
- Wiley
- Published
- 2013-05
- Volume
- 53
- Issue
- 3
- Pages
- 735-745
- ISSN
- 0011-183X (ISSN-L)
- 1435-0653
- OpenAlex
- W2102598815
- Cited by
- 85
- References
- 64
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 7 · 2023: 4 · 2022: 5 · 2021: 6 · 2020: 2 · 2019: 16 · 2018: 9 · 2017: 10 · 2016: 4 · 2015: 6 · 2014: 7 · 2013: 1
- FWCI
- 7.25
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Crop Science (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Genetically Modified Organisms Research
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Crop Yield and Soil Fertility
- Keywords
- genetically modified crops, crop yield, maize, soybean, yield improvement, biotechnology adoption, yield trends, food security, Green Revolution
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review