IDEAS home Printed from https://ideas.repec.org/a/lje/journl/v12y2007i2p69-81.html
   My bibliography  Save this article

The Value of Rainfall Forecasts in the Rainfed Rice Areas of the Philippines

Author

Listed:
  • Abedullah

    (University of Agriculture, Faisalabad, Pakistan.)

  • Sushil Pandey

    (Social Sciences Division (SSD), International Rice Research Institute, (IRRI), Philippines.)

Abstract

The value of rainfall forecasts for rainfed rice production in the Philippines is estimated under the assumption that farmers adjust the quantities of fertilizer and labor if rainfall forecasts are available. Using a panel of 46 rice farmers in Tarlac, Philippines, a heteroskedastic production function with growing season rainfall (July to October) as one of the independent variables is estimated. The expected value of rainfall forecasts under the assumption of simultaneous adjustments in both fertilizer and labor was estimated to be slightly more than 1% of the net return from rice production. Taking the rainfed rice area in the Philippines of 1.2 million ha and a net return of $446/ha, the total value of the forecast was estimated to be $6.6 million per year. The expected value was also estimated under the assumption that, instead of forecasts of rainfall amounts for each year, forecasts made are for rainfall “above average”, “average”, or “below average”. The value of rainfall forecasts was found to be highest and ranged between 1.4%-4.5% of the net return when the forecast is ‘above average’. The Philippine Atmospheric, Geophysical and Astronomical Services Administration (PAGASA) could help farmers by investing more of its resource forthe accurate prediction of ‘above average’ rainfall events.

Suggested Citation

  • Abedullah & Sushil Pandey, 2007. "The Value of Rainfall Forecasts in the Rainfed Rice Areas of the Philippines," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(2), pages 69-81, Jul-Dec.
    • Handle: RePEc:lje:journl:v:12:y:2007:i:2:p:69-81
    as

    Download full text from publisher

    File URL: http://121.52.153.179/JOURNAL/Vol.12,%20No.2/Abedullah.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Byerlee, Derek R. & Anderson, Jock R., 1982. "Risk, Utility and the Value of Information in Farmer Decision Making," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 50(03), pages 1-16, December.
    2. James W. Mjelde & Steven T. Sonka & Bruce L. Dixon & Peter J. Lamb, 1988. "Valuing Forecast Characteristics in a Dynamic Agricultural Production System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(3), pages 674-684.
    3. Joyotee Smith & Gloria Umali, 1985. "Production Risk and Optimal Fertilizer Rates: A Random Coefficient Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(3), pages 654-659.
    4. Graham R. Marshall & Kevin A. Parton & G.L. Hammer, 1996. "Risk Attitude, Planting Conditions And The Value Of Seasonal Forecasts To A Dryland Wheat Grower," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 40(3), pages 211-233, December.
    5. Anderson, Jock R. & Dillon, John L. & Hardaker, Brian, 1977. "Agricultural Decision Analysis," Monographs: Applied Economics, AgEcon Search, number 288652, November.
    6. Pannell, David J., 1994. "The Value Of Information In Herbicide Decision Making For Weed Control In Australian Wheat Crops," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(2), pages 1-16, December.
    7. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    8. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
    9. Mark W. Rosegrant & James A. Roumasset, 1985. "The Effect Of Fertiliser On Risk: A Heteroscedastic Production Function With Measurable Stochastic Inputs," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 29(2), pages 107-121, August.
    10. Marshall, Graham R. & Parton, K.A., 1996. "Risk Attitude, Planting Conditions and the Value of Climate Forecasts to a Dryland Wheat Grower," 1996 Conference (40th), February 11-16, 1996, Melbourne, Australia 156433, Australian Agricultural and Resource Economics Society.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. repec:phd:pjdevt:pjd_2009_vol__xxxvi_no__1-f is not listed on IDEAS
    2. Sushil Pandey & Humnath Bhandari & Shijun Ding & Preeda Prapertchob & Ramesh Sharan & Dibakar Naik & Sudhir K. Taunk & Asras Sastri, 2007. "Coping with drought in rice farming in Asia: insights from a cross‐country comparative study," Agricultural Economics, International Association of Agricultural Economists, vol. 37(s1), pages 213-224, December.
    3. de Guzman, Rosalina G. & Mina, Christian D. & Crean, Jason & Parton, Kevin & Reyes, Celia M., 2009. "Incorporating Regional Rice Production Models in Rice Importation Simulation Model: a Stochastic Programming Approach," Discussion Papers DP 2009-28, Philippine Institute for Development Studies.
    4. repec:phd:pjdevt:pjd_2009_vol__xxxvi_no__1-b is not listed on IDEAS
    5. Pandey, Sushil & Bhandari, Humnath & Ding, Shijun & Prapertchob, Preeda & Sharan, Ramesh & Naik, Dibakar & Taunk, Sudhir K. & Sastri, Asras, 2006. "Coping with Drought in Rice Farming in Asia: Insights from a Cross-Country Comparative Study," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25553, International Association of Agricultural Economists.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Graham R. Marshall & Kevin A. Parton & G.L. Hammer, 1996. "Risk Attitude, Planting Conditions And The Value Of Seasonal Forecasts To A Dryland Wheat Grower," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 40(3), pages 211-233, December.
    2. Jesse B. Tack & David Ubilava, 2015. "Climate and agricultural risk: measuring the effect of ENSO on U.S. crop insurance," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 245-257, March.
    3. Griffiths, William E. & Anderson, Jock R. & Hamal, K.B., 1987. "Subjective Distributions As Econometric Response Data," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 31(2), pages 1-15, August.
    4. Petersen, E. H. & Fraser, R. W., 2001. "An assessment of the value of seasonal forecasting technology for Western Australian farmers," Agricultural Systems, Elsevier, vol. 70(1), pages 259-274, October.
    5. Hurley, Terrance M., 2010. "A review of agricultural production risk in the developing world," Working Papers 188476, HarvestChoice.
    6. Ritchie, John W. & Abawi, G. Yahya & Dutta, Sunil C. & Harris, Trevor R. & Bange, Michael, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 1-29.
    7. Lichtenberg, Erik, 2002. "Agriculture and the environment," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 2, chapter 23, pages 1249-1313, Elsevier.
    8. John W. Ritchie & G. Yahya Abawi & Sunil C. Dutta & Trevor R. Harris & Michael Bange, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 65-93, March.
    9. Williams, John & Malcolm, Bill, 2012. "Farmer decisions about selling wheat and managing wheat price risk in Australia," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 20, pages 1-10.
    10. Abedullah, & Pandey, Sushil, 2004. "Risk and Fertilizer Use in the Rainfed Rice Ecosystem of Tarlac, Philippines," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(1), pages 241-250, April.
    11. Carter, Chris & Crean, Jason & Kingwell, Ross S. & Hertzler, Greg, 2006. "Managing and Sharing the Risks of Drought in Australia," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25319, International Association of Agricultural Economists.
    12. Ying Zhang & Liangzhi You & Donghoon Lee & Paul Block, 2020. "Integrating climate prediction and regionalization into an agro-economic model to guide agricultural planning," Climatic Change, Springer, vol. 158(3), pages 435-451, February.
    13. Hammer, G. L. & Hansen, J. W. & Phillips, J. G. & Mjelde, J. W. & Hill, H. & Love, A. & Potgieter, A., 2001. "Advances in application of climate prediction in agriculture," Agricultural Systems, Elsevier, vol. 70(2-3), pages 515-553.
    14. McFadden, Brandon R. & Lusk, Jayson L., 2015. "Cognitive biases in the assimilation of scientific information on global warming and genetically modified food," Food Policy, Elsevier, vol. 54(C), pages 35-43.
    15. Rosegrant, Mark W. & Roumasset, James A., 1985. "The Effect Of Fertiliser On Risk: A Heteroscedastic Production Function With Measurable Stochastic Inputs," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 29(2), pages 1-15, August.
    16. Abedullah & Mubaraik Ali, 2006. "Quantifying the Extent and Nature of Risk in Alternative Cropping Patterns in Claveria, Philippines," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 261-280.
    17. Muktar Geleto & Mohammed Essa, 2022. "Analysis of Red Pepper Production Risk Adjusted Technical Efficiency: The Case Of Lanfuro District In Siltie Zone, Southern Ethiopia," International Journal of Business and Management, International Institute of Social and Economic Sciences, vol. 10(1), pages 30-58, May.
    18. Yesuf, Mahmud & Kassie, Menale & Köhlin, Gunnar, 2009. "Risk Implications of Farm Technology Adoption in the Ethiopian Highlands," Working Papers in Economics 404, University of Gothenburg, Department of Economics.
    19. Rasmussen, Svend, 2003. "Criteria for optimal production under uncertainty. The state-contingent approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(4), pages 1-30.
    20. Hassan, Rashid M. & D'Silva, Brian & Hallam, A., 1989. "Normative Supply Response Analysis under Production Uncertainty: Irrigated Multicrop Farming Sector of Sudan," 1989 Occasional Paper Series No. 5 197677, International Association of Agricultural Economists.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:lje:journl:v:12:y:2007:i:2:p:69-81. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Shahid Salahuddin (email available below). General contact details of provider: https://edirc.repec.org/data/lsecopk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.