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A model of West African millet prices in rural markets

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  • Higgins, Nathaniel
  • Hintermann, Beat
  • Brown, Molly E.

Abstract

In this article we specify a model of millet prices in the three West African countries of Burkina Faso, Mali, and Niger. Using data obtained from USAID’s Famine Early Warning Systems Network (FEWS NET) we present a unique regional millet price forecasting model that takes advantage of the panel nature of our data and accounts for the distance of rural markets from capital cities. Another novel aspect of our analysis is our use of the Normalized Difference Vegetation Index (NDVI) to detect and control for variation in conditions for productivity. We find that including NDVI information significantly improves price forecasts.

Suggested Citation

  • Higgins, Nathaniel & Hintermann, Beat & Brown, Molly E., 2015. "A model of West African millet prices in rural markets," Food Policy, Elsevier, vol. 52(C), pages 33-43.
    • Handle: RePEc:eee:jfpoli:v:52:y:2015:i:c:p:33-43
    DOI: 10.1016/j.foodpol.2014.09.011
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    1. Yu, Bingxin & You, Liangzhi & Fan, Shenggen, 2009. "A Typology of Food Security in Developing Countries under High Food Prices," 2009 Conference, August 16-22, 2009, Beijing, China 51043, International Association of Agricultural Economists.
    2. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    3. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    4. L. G. Godfrey & M. R. Wickens, 1981. "Testing Linear and Log-Linear Regressions for Functional Form," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 48(3), pages 487-496.
    5. Abdulai, Awudu & CroleRees, Anna, 2001. "Determinants of income diversification amongst rural households in Southern Mali," Food Policy, Elsevier, vol. 26(4), pages 437-452, August.
    6. Dorosh, Paul A. & Subran, Ludovic, 2009. "Food Aid, External Trade and Domestic Markets: Implications for Food Security in Darfur," 2009 Conference, August 16-22, 2009, Beijing, China 51453, International Association of Agricultural Economists.
    7. International Monetary Fund, 2013. "West African Economic and Monetary Union (WAEMU): Staff Report on Common Policies for Member Countries," IMF Staff Country Reports 2013/092, International Monetary Fund.
    8. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    9. Johan Swinnen, 2011. "The Right Price of Food," Development Policy Review, Overseas Development Institute, vol. 29(6), pages 667-688, November.
    10. Dembele, Niama Nango & Staatz, John M., 1999. "The Response Of Cereals Traders To Agricultural Market Reform In Mali," Staff Paper Series 11476, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    11. Orazio P. Attanasio & Lucio Picci & Antonello E. Scorcu, 2000. "Saving, Growth, and Investment: A Macroeconomic Analysis Using a Panel of Countries," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 182-211, May.
    12. Bryceson, Deborah Fahy, 2002. "The Scramble in Africa: Reorienting Rural Livelihoods," World Development, Elsevier, vol. 30(5), pages 725-739, May.
    13. Giovanni Andrea Cornia & Laura Deotti & Maria Sassi, "undated". "Food Price Volatility over the Last Decade in Niger and Malawi: Extent, Sources and Impact on Child Malnutrition," UNDP Africa Policy Notes 2012-002, United Nations Development Programme, Regional Bureau for Africa.
    14. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
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    Cited by:

    1. Brown, Molly E. & Carr, Edward R. & Grace, Kathryn L. & Wiebe, Keith & Funk, Christopher C. & Attavanich, Witsanu & Backlund, Peter & Buja, Lawrence, 2017. "Do markets and trade help or hurt the global food system adapt to climate change?," Food Policy, Elsevier, vol. 68(C), pages 154-159.
    2. Ruolin Li & Celestin Sindikubwabo & Qi Feng & Yang Cui, 2023. "Short-Term Climate Prediction over China Mainland: An Attempt Using Machine Learning, Considering Natural and Anthropic Factors," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    3. Msafiri Y. Mkonda & Xinhua He, 2017. "Yields of the Major Food Crops: Implications to Food Security and Policy in Tanzania’s Semi-Arid Agro-Ecological Zone," Sustainability, MDPI, vol. 9(8), pages 1-16, August.
    4. Rampa, Alexis & Lovo, Stefania, 2023. "Revisiting the effects of the Ethiopian land tenure reform using satellite data. A focus on agricultural productivity, climate change mitigation and adaptation," World Development, Elsevier, vol. 171(C).
    5. Sanusi, Olajide I. & Safi, Samir K. & Adeeko, Omotara & Tabash, Mosab I., 2022. "Forecasting agricultural commodity price using different models: a case study of widely consumed grains in Nigeria," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 8(2), June.
    6. Essam, Timothy M., 2012. "Using Satellite-Based Remote Sensing Data to Assess Millet Price Regimes and Market Performance in Niger," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124654, Agricultural and Applied Economics Association.

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    More about this item

    Keywords

    Millet; Cereal; West Africa; Price forecasting; Remote sensing; NDVI; Regional panel data;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

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