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Shocks to food market systems: A network approach

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  • John Baffes
  • Varun Kshirsagar

Abstract

In order to better understand how cross‐border price shocks are transmitted to domestic food markets, we augment an error correction model with a network approach and apply it to Tanzania. We show the following. First, Dar es Salaam, Tanzania's largest city and port, is not a significant influence. Second, demand shocks emanate primarily from border markets that may serve as conduits for informal trade. Third, market linkages differ considerably across seasons and commodities. Fourth, prices in areas with high production potential are especially sensitive to systemic shocks. More broadly, we show that a network approach in conjunction with time series analysis can enhance our understanding of the origins and channels through which shocks are transmitted to food markets.

Suggested Citation

  • John Baffes & Varun Kshirsagar, 2020. "Shocks to food market systems: A network approach," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 111-129, January.
  • Handle: RePEc:bla:agecon:v:51:y:2020:i:1:p:111-129
    DOI: 10.1111/agec.12544
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    as
    1. John Baffes & Varun Kshirsagar & Donald Mitchell, 2019. "What Drives Local Food Prices? Evidence from the Tanzanian Maize Market," The World Bank Economic Review, World Bank, vol. 33(1), pages 160-184.
    2. Minot, Nicholas, 2014. "Food price volatility in sub-Saharan Africa: Has it really increased?," Food Policy, Elsevier, vol. 45(C), pages 45-56.
    3. Minot, Nicholas, 2011. "Transmission of world food price changes to markets in Sub-Saharan Africa:," IFPRI discussion papers 1059, International Food Policy Research Institute (IFPRI).
    4. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    5. Götz, Linde & Djuric, Ivan & Nivievskyi, Oleg, 2016. "Regional wheat price effects of extreme weather events and wheat export controls in Russia and Ukraine [Regionale Weizenpreiseffekte von Wetterextremen und Weizenexportkontrollen in Russland und de," IAMO Discussion Papers 154, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
    6. Patrick L. Hatzenbuehler & Philip C. Abbott & Tahirou Abdoulaye, 2017. "Price Transmission in Nigerian Food Security Crop Markets," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 143-163, February.
    7. Gerald Shively & Ganesh Thapa, 2017. "Markets, Transportation Infrastructure, and Food Prices in Nepal," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 660-682.
    8. Mark Granovetter, 2005. "The Impact of Social Structure on Economic Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 33-50, Winter.
    9. repec:zbw:iamodp:235157 is not listed on IDEAS
    10. Umar, Zaghum & Nasreen, Samia & Solarin, Sakiru Adebola & Tiwari, Aviral Kumar, 2019. "Exploring the time and frequency domain connectedness of oil prices and metal prices," Resources Policy, Elsevier, vol. 64(C).
    11. Michael S. Haigh & David A. Bessler, 2004. "Causality and Price Discovery: An Application of Directed Acyclic Graphs," The Journal of Business, University of Chicago Press, vol. 77(4), pages 1099-1121, October.
    12. Tschirley, David L. & Jayne, T.S., 2010. "Exploring the Logic Behind Southern Africa's Food Crises," World Development, Elsevier, vol. 38(1), pages 76-87, January.
    13. Robin Burgess & Dave Donaldson, 2010. "Can Openness Mitigate the Effects of Weather Shocks? Evidence from India's Famine Era," American Economic Review, American Economic Association, vol. 100(2), pages 449-453, May.
    14. Gerald Shively & Ganesh Thapa, 2017. "Markets, Transportation Infrastructure, and Food Prices in Nepal," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 660-682, April.
    15. Ceballos, Francisco & Hernandez, Manuel A. & Minot, Nicholas & Robles, Miguel, 2017. "Grain Price and Volatility Transmission from International to Domestic Markets in Developing Countries," World Development, Elsevier, vol. 94(C), pages 305-320.
    16. David F. Hendry & Katarina Juselius, 2001. "Explaining Cointegration Analysis: Part II," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 75-120.
    17. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    18. Linde Götz & Ivan Djuric & Oleg Nivievskyi, 2016. "Regional Price Effects of Extreme Weather Events and Wheat Export Controls in Russia and Ukraine," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(3), pages 741-763, September.
    19. John Baffes & Bruce Gardner, 2003. "The transmission of world commodity prices to domestic markets under policy reforms in developing countries," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 6(3), pages 159-180.
    20. Mekbib G. Haile & Matthias Kalkuhl & Bernardina Algieri & Samuel Gebreselassie, 2017. "Price shock transmission: evidence from the wheat-bread market value chain in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(6), pages 769-780, November.
    21. Edith Lazaro & Abdoul G. Sam & Stanley R. Thompson, 2017. "Rice demand in Tanzania: an empirical analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 48(2), pages 187-196, March.
    22. Johan Swinnen, 2011. "The Right Price of Food," Development Policy Review, Overseas Development Institute, vol. 29(6), pages 667-688, November.
    23. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    24. Martin Ravallion, 1986. "Testing Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 102-109.
    25. Fackler, Paul L. & Goodwin, Barry K., 2001. "Spatial price analysis," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 17, pages 971-1024, Elsevier.
    26. Badiane, Ousmane & Shively, Gerald E., 1998. "Spatial integration, transport costs, and the response of local prices to policy changes in Ghana," Journal of Development Economics, Elsevier, vol. 56(2), pages 411-431, August.
    27. Ana María Iregui & Jesús Otero, 2017. "Testing for spatial market integration: evidence for Colombia using a pairwise approach," Agricultural Economics, International Association of Agricultural Economists, vol. 48(6), pages 743-753, November.
    28. John Baffes, 1991. "Some Further Evidence on the Law of One Price: The Law of One Price Still Holds," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1264-1273.
    29. Baquedano, Felix G. & Liefert, William M., 2014. "Market integration and price transmission in consumer markets of developing countries," Food Policy, Elsevier, vol. 44(C), pages 103-114.
    30. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    31. Abbott, Philip & Wu, Ce & Tarp, Finn, 2014. "Transmission of World Prices to the Vietnamese Economy," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 29, pages 624-656.
    32. Mahamadou Roufahi Tankari & Anatole Goundan, 2018. "Nontraded food commodity spatial price transmission: evidence from the Niger millet market," Agricultural Economics, International Association of Agricultural Economists, vol. 49(2), pages 147-156, March.
    33. Philip C. Abbott, 2012. "Export Restrictions as Stabilization Responses to Food Crisis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(2), pages 428-434.
    34. Kang, Sang Hoon & Tiwari, Aviral Kumar & Albulescu, Claudiu Tiberiu & Yoon, Seong-Min, 2019. "Exploring the time-frequency connectedness and network among crude oil and agriculture commodities V1," Energy Economics, Elsevier, vol. 84(C).
    35. Minot, Nicholas, 2012. "Food price volatility in Africa: Has it really increased?:," IFPRI discussion papers 1239, International Food Policy Research Institute (IFPRI).
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