Global shocks and local sellers: Kenyan fertilizer markets’ response to the fuel-fertilizer-food price crisis
Open accessAbstract
Global fertilizer prices doubled during the 2020–2022 fuel-fertilizer-food crisis, pushing an additional 210 million people into acute food insecurity. We use transaction-level data from agro-dealers to analyze how this global shock transmitted through Kenyan retail markets. How global price shocks spread across rural markets to affect firms and farmers in low-income countries remains poorly understood. We show that retail fertilizer prices in Kenya rose 81% on average during the crisis, with remarkable spatial variation ranging from 5% decreases to 138% increases across shops. We use dyadic panel analysis to identify changes in price transmission and in market integration across Kenyan fertilizer retailers and to evaluate the effects of government policy intervention. We find evidence of asymmetric price transmission; agro-dealer prices responded faster to import price increases than decreases. We show that larger shops and major agricultural production zones experienced faster price transmission and stronger integration with import markets relative to high-poverty areas. Kenya’s National Fertilizer Subsidy Program slowed price transmission but may have prolonged higher fertilizer retail prices. Our results imply that farmers do not benefit as rapidly from input price reductions as they would under symmetric transmission. Our results also demonstrate that global shocks transmit unevenly across markets, suggesting effective stabilization policies should account for heterogeneity in market conditions and variable pass-through behavior.
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Testing for unit roots in heterogeneous panels
Im, K. S., Pesaran, M. H., & Shin, Y. (2003) · Journal of Econometrics · doi:10.1016/s0304-4076(03)00092-7 · Cited by 15,435 · see citing works
Unit root tests in panel data: asymptotic and finite-sample properties
Levin, A., Lin, C.-F., & James Chu, C.-S. (2002) · Journal of Econometrics · doi:10.1016/s0304-4076(01)00098-7 · Cited by 12,849 · see citing works
A simple panel unit root test in the presence of cross‐section dependence
Pesaran, M. H. (2007) · Journal of Applied Econometrics · doi:10.1002/jae.951 · Cited by 12,787 · see citing works
Pedroni, P. L. (2004) · Econometric Theory · doi:10.1017/s0266466604203073 · Cited by 6,693 · see citing works
Spurious regression and residual-based tests for cointegration in panel data
Kao, C. D. (1999) · Journal of Econometrics · doi:10.1016/s0304-4076(98)00023-2 · Cited by 5,798 · see citing works
Unit root tests for panel data
Choi, I. (2001) · Journal of International Money and Finance · doi:10.1016/s0261-5606(00)00048-6 · Cited by 4,113 · see citing works
Robust Inference With Multiway Clustering
Cameron, A. C., Gelbach, J. B., & Miller, D. L. (2011) · Journal of Business & Economic Statistics · doi:10.1198/jbes.2010.07136 · Cited by 3,203 · see citing works
The local power of some unit root tests for panel data
Breitung, J. (2004) · Advances in econometrics · doi:10.1016/s0731-9053(00)15006-6 · Cited by 2,385 · see citing works
Inference for unit roots in dynamic panels where the time dimension is fixed
Harris, R. D. F., & Tzavalis, E. (1999) · Journal of Econometrics · doi:10.1016/s0304-4076(98)00076-1 · Cited by 1,447 · see citing works
New Simple Tests for Panel Cointegration
Westerlund, J. (2005) · Econometric Reviews · doi:10.1080/07474930500243019 · Cited by 1,342 · see citing works
Asymmetric Price Transmission: A Survey
Meyer, J., & von Cramon‐Taubadel, S. (2004) · Journal of Agricultural Economics · doi:10.1111/j.1477-9552.2004.tb00116.x · Cited by 852 · see citing works
Real-time routing with OpenStreetMap data
Luxen, D., & Vetter, C. (2011) · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · doi:10.1145/2093973.2094062 · Cited by 484 · see citing works
Subsidies and Crowding Out: A Double‐Hurdle Model of Fertilizer Demand in Malawi
Ricker-Gilbert, J., Jayne, T. S., & Chirwa, E. (2011) · American Journal of Agricultural Economics · doi:10.1093/ajae/aaq122 · Cited by 402 · see citing works
Rockets and feathers: Understanding asymmetric pricing
Tappata, M. E. (2009) · The RAND Journal of Economics · doi:10.1111/j.1756-2171.2009.00084.x · Cited by 258 · see citing works
Cointegration tests in the presence of structural breaks
Campos, J., Ericsson, N. R., & Hendry, D. F. (1996) · Journal of Econometrics · doi:10.1016/0304-4076(94)01689-5 · Cited by 247 · see citing works
Unpacking the Meaning of ‘Market Access’: Evidence from Rural Kenya
Chamberlin, J., & Jayne, T. S. (2012) · World Development · doi:10.1016/j.worlddev.2012.06.004 · Cited by 216 · see citing works
Transmission of World Food Price Changes to Markets in Sub-Saharan AfricaPreprint
Minot, N. (2010) · RePEc: Research Papers in Economics · Cited by 192 · see citing works
Price transmission and asymmetric adjustment in the Spanish dairy sector
Serra, T., & Goodwin, B. K. (2003) · Applied Economics · doi:10.1080/00036840310001628774 · Cited by 174 · see citing works
Self-citationChapter 17 Spatial price analysis
Fackler, P. L., & Goodwin, B. K. (2001) · Handbook of Agricultural Economics · doi:10.1016/s1574-0072(01)10025-3 · Cited by 113 · see citing works
Mason, N. M., & Jayne, T. S. (2013) · Journal of Agricultural Economics · doi:10.1111/1477-9552.12025 · Cited by 97 · see citing works
Spatial variation in fertilizer prices in Sub-Saharan Africa
Bonilla, C., Chamberlin, J., Guo, Z., & Hijmans, R. J. (2020) · PLoS ONE · doi:10.1371/journal.pone.0227764 · Cited by 91 · see citing works
Global shocks to fertilizer markets: Impacts on prices, demand and farm profitability
Vos, R., Glauber, J., Hebebrand, C., & Rice, B. (2025) · Food Policy · doi:10.1016/j.foodpol.2024.102790 · Cited by 91 · see citing works
Forty Years of Price Transmission Research in the Food Industry: Insights, Challenges and Prospects
Lloyd, T. A. (2016) · Journal of Agricultural Economics · doi:10.1111/1477-9552.12205 · Cited by 75 · see citing works
Price Transmission in Agricultural Markets
von Cramon-Taubadel, S., & Goodwin, B. K. (2021) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-100518-093938 · Cited by 75 · see citing works
Agricultural household effects of fertilizer price changes for smallholder farmers in central Malawi
Komarek, A. M., Drogue, S., Chenoune, R., Hawkins, J. W., Msangi, S., Belhouchette, H., & Flichman, G. (2017) · Agricultural Systems · doi:10.1016/j.agsy.2017.03.016 · Cited by 72 · see citing works
High fertilizer prices contribute to rising global food security concerns
Hebebrand, C., & Laborde Debucquet, D. (2023) · doi:10.2499/9780896294394_07 · Cited by 66 · see citing works
Food price policy in an era of market instability: a political economy analysis
Pinstrup-Andersen, P., & World Institute for Development Economics Research (2015) · Choice Reviews Online · doi:10.5860/choice.191830 · Cited by 55 · see citing works
Food Prices, Road Infrastructure, and Market Integration in Central and Eastern Africa
Portugal-Pérez, A., Brenton, P. A., & Régolo, J. (2014) · doi:10.1596/1813-9450-7003 · Cited by 45 · see citing works
Demand-side challenges to increase sales of new maize hybrids in Kenya
Rutsaert, P., Donovan, J., & Kimenju, S. C. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101630 · Cited by 39 · see citing works
Self-citationPrice Transmission from International to Domestic Markets
Greb, F., Jamora, N., Mengel, C., von Cramon‐Taubadel, S., & Würriehausen, N. (2016) · World Bank, Washington, DC eBooks · doi:10.1596/24054 · Cited by 39 · see citing works
Fertilizer subsidies and the role of targeting in crowding out: evidence from Kenya
Mather, D., & Jayne, T. S. (2018) · Food Security · doi:10.1007/s12571-018-0773-8 · Cited by 34 · see citing works
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Rutsaert, P., Chamberlin, J., Oluoch, K. O., Kitoto, V. O., & Donovan, J. (2021) · Food Security · doi:10.1007/s12571-021-01181-9 · Cited by 30 · see citing works
Self-citationPrice Transmission in Conflict-Affected States: Evidence from Cereal Markets of Somalia
Hastings, J. V., Phillips, S. G., Ubilava, D., & Vasnev, A. L. (2021) · Journal of African Economies · doi:10.1093/jae/ejab012 · Cited by 28 · see citing works
Food Demand Characteristics in U ganda: Estimation and Policy Relevance
Boysen, O. (2015) · South African Journal of Economics · doi:10.1111/saje.12093 · Cited by 25 · see citing works
Jena, P. R., Groote, H. D., Nayak, B. P., & Hittmeyer, A. (2020) · Food Security · doi:10.1007/s12571-020-01105-z · Cited by 24 · see citing works
Soil Acidity Management by Farmers in the Kenya Highlands
Muindi, E. M., Semu, E. W., Mrema, J. P., Mtakwa, P., & Gachene, C. K. K. (2015) · Journal of Agriculture and Ecology Research International · doi:10.9734/jaeri/2016/22519 · Cited by 19 · see citing works
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Nakelse, T., Dalton, T. J., Hendricks, N. P., & Hodjo, M. (2018) · Food Policy · doi:10.1016/j.foodpol.2018.07.006 · Cited by 18 · see citing works
Aloyce, G. M., Gabagambi, D. M., & Hella, J. (2014) · Journal of Development and Agricultural Economics · doi:10.5897/jdae2013.0516 · Cited by 17 · see citing works
Spatial market integration during a pandemic: Evidence from food markets in Nigeria
Amare, M., Abay, K. A., & Hatzenbuehler, P. L. (2023) · Agricultural Economics · doi:10.1111/agec.12809 · Cited by 15 · see citing works
Gitau, R., & Meyer, F. H. (2018) · Agrekon · doi:10.1080/03031853.2018.1526693 · Cited by 14 · see citing works
The Influence of Income and Prices on Global Dietary Patterns by Country, Age, and Gender
Muhammad, A., D’Souza, A., Meade, B., Micha, R., & Mozaffarian, D. (2017) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.256711 · Cited by 14 · see citing works
Dillon, A., Lybbert, T. J., Michelson, H., & Rudder, J. (2025) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-102324-122108 · Cited by 13 · see citing works
Self-citationSUPPLY RESPONSIVENESS OF MAIZE FARMERS IN KENYA: A FARM-LEVEL ANALYSISPreprint
Olwande, J., Ngigi, M. W., & Nguyo, W. (2009) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.50786 · Cited by 11 · see citing works
Salazar, C., Acuña, A., & Roig, J. M. G. (2023) · Agricultural Economics · doi:10.1111/agec.12760 · Cited by 9 · see citing works
The political economy of food price policy: The case of KenyaPreprint
Nzuma, J. M. (2013) · RePEc: Research Papers in Economics · Cited by 8 · see citing works
Maize seed aid and seed systems development: Opportunities for synergies in Uganda
Donovan, J., Voss, R. C., Bayiyana, I., & Rutsaert, P. (2024) · Outlook on Agriculture · doi:10.1177/00307270231224085 · Cited by 7 · see citing works
Self-citationAsymmetric price transmission in food markets in the highlands of central KenyaPreprint
Ngare, L., Wambugu, S. K., Nzuma, J. M., & Shisanya, C. A. (2012) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.161448 · Cited by 6 · see citing works
Njagi, T. N., Riungu, C., Opiyo, J., Mwadime, R. K. N., & Aloo, S. Y. (2024) · Research Square · doi:10.21203/rs.3.rs-3914427/v1 · Cited by 5 · see citing works
A Meta-Regression Analysis of Price Transmission Estimates in Sub-Saharan Africa
Amikuzuno, J., & Ogundari, K. (2015) · Outlook on Agriculture · doi:10.5367/oa.2015.0221 · Cited by 4 · see citing works
Tanzania Public Expenditure Review : National Agricultural Input Voucher Scheme
Bank, W. (2014) · doi:10.1596/18247 · Cited by 3 · see citing works
How do domestic policies affect the integration of Ethiopian fertiliser markets with world markets?
Agbahey, J., Luckmann, J., Grethe, H., & Alemu, B. A. (2015) · Der Tropenlandwirt · Cited by 2 · see citing works
Food price variation and passthrough among retail firms in rural and urban Tanzania
Rudder, J. (2025) · Journal of Development Economics · doi:10.1016/j.jdeveco.2025.103621 · Cited by 1 · see citing works
Rudder, J. (2023) · doi:10.2139/ssrn.4523238 · Cited by 1
Flagged first, then by citations
Research works printed but not linked: 1
- Ariga, J., Jayne, T.S., 2011. Fertilizer in Kenya: Factors Driving the Increase in Usage by Smallholder Farmers. In: Yes Africa Can: Success Stories from a Dynamic Continent. Washington, D.C.: The World Bank, pp. 269-288.
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Sherry, E. S., & Martín-Ortega, J. (2026) · Agricultural Water Management · doi:10.1016/j.agwat.2026.110780
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- Authors
- Willwerth, H. S., Khaemba, C. N., Serra, T., Michelson, H. C., Rutsaert, P., & Donovan, J.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- International Maize and Wheat Improvement Center (KE)
- Centro Internacional de Mejoramiento de Maíz Y Trigo (MX)
- Corresponding author
- Willwerth, Hanna S.
- Venue
- Food Policy
- Publisher
- Elsevier BV
- Published
- 2025-05
- Volume
- 133
- Pages
- 102889
- ISSN
- 0306-9192 (ISSN-L)
- OpenAlex
- W4411065419
- Semantic Scholar
- 201e5dd2bebae77688d81b1b0bf71a3421d64925
- Cited by
- 7
- References
- 54
- Citations by year
- 2026: 6 · 2025: 1
- FWCI
- 5.05
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Food Policy (publishedVersion, cc-by-nc)
- CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) (submittedVersion, other-oa)
- Funders
- USAID (INV-003439)
- Foundation for Food and Agriculture Research
- Bill and Melinda Gates Foundation
- Consortium of International Agricultural Research Centers
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economics of Agriculture and Food Markets
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Market Dynamics and Volatility
- Social Sciences › Safety Research › Agricultural economics and policies
- Keywords
- fertilizer prices, price transmission, market integration, agro-dealers, food insecurity, import prices, Kenya, agricultural input prices, market heterogeneity
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