IDEAS home Printed from https://ideas.repec.org/p/ags/aaea03/22245.html
   My bibliography  Save this paper

Heterogeneity In Production Technology Across Farm Sizes: Analysis Of Multi-Output Production Function Using Korean Farm-Level Panel Data

Author

Listed:
  • Kang, Hye-Jung
  • Lee, Hyunok
  • Sumner, Daniel A.

Abstract

This paper analyzes the rice production technology in Korea in the context of multi-output framework. The estimation uses a set of national farm-level panel data within the primal approach. The particular focus of the study is to analyze the existence of heterogeneous technologies for different farm sizes, and the possibility of output substitution. Unlike many previous studies, we employ a farm-specific fixed effects model, which accounts for the effects of individual specific characteristics or constraints on production. Our results suggest that considerable differences in technology exist across various farm sizes. Interestingly, input substitution and output substitution possibilities are more limited for smaller farms. However, in general, output substitution possibilities are very limited across all farm sizes.

Suggested Citation

  • Kang, Hye-Jung & Lee, Hyunok & Sumner, Daniel A., 2003. "Heterogeneity In Production Technology Across Farm Sizes: Analysis Of Multi-Output Production Function Using Korean Farm-Level Panel Data," 2003 Annual meeting, July 27-30, Montreal, Canada 22245, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  • Handle: RePEc:ags:aaea03:22245
    DOI: 10.22004/ag.econ.22245
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/22245/files/sp03ka06.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.22245?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Theodore W. Schultz, 1972. "The Increasing Economic Value of Human Time," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 54(5), pages 843-850.
    2. Grosskopf, S. & Margaritis, D. & Valdmanis, V., 1995. "Estimating output substitutability of hospital services: A distance function approach," European Journal of Operational Research, Elsevier, vol. 80(3), pages 575-587, February.
    3. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    4. Bardhan, Pranab K, 1973. "Size, Productivity, and Returns to Scale: An Analysis of Farm-Level Data in Indian Agriculture," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1370-1386, Nov.-Dec..
    5. Hoque, Asraul, 1991. "An Application and Test for a Random Coefficient Model in Bangladesh Agriculture," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(1), pages 77-90, Jan.-Marc.
    6. Diewert, W. E., 1973. "Functional forms for profit and transformation functions," Journal of Economic Theory, Elsevier, vol. 6(3), pages 284-316, June.
    7. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    8. C. Richard Shumway & Rulon D. Pope & Elizabeth K. Nash, 1984. "Allocatable Fixed Inputs and Jointness in Agricultural Production: Implications for Economic Modeling," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(1), pages 72-78.
    9. Kumbhakar, Subal C, 1993. "Short-Run Returns to Scale, Farm-Size, and Economic Efficiency," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 336-341, May.
    10. Asunka, Samuel & Shumway, C. Richard, 1996. "Allocatable Fixed Inputs And Jointness In Agricultural Production: More Implications," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(2), pages 1-6, October.
    11. Daniel A. Summer & Christopher A. Wolf, 2002. "Diversification, Vertical Integration, and the Regional Pattern of Dairy Farm Size," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 24(2), pages 442-457.
    12. Catherine J. Morrison Paul & Warren E. Johnston & Gerald A. G. Frengley, 2000. "Efficiency in New Zealand Sheep and Beef Farming: The Impacts of Regulatory Reform," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 325-337, May.
    13. Richard E. Just & David Zilberman & Eithan Hochman, 1983. "Estimation of Multicrop Production Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(4), pages 770-780.
    14. Yair Mundlak, 1963. "Specification and Estimation of Multiproduct Production Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 45(2), pages 433-443.
    Full references (including those not matched with items on IDEAS)

    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. Alain Carpentier & Elodie Letort, 2009. "Modeling acreage decisions within the multinomial Logit framework," Working Papers SMART 09-17, INRAE UMR SMART.
    2. Coyle, Barry T., 1993. "On Modeling Systems Of Crop Acreage Demands," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(01), pages 1-13, July.
    3. Just, Richard E., 1993. "Discovering Production and Supply Relationships: Present Status and Future Opportunities," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 61(01), pages 1-30, April.
    4. Ball, V. Eldon & Moss, Charles B. & Erickson, Kenneth W. & Nehring, Richard F., 2003. "Modeling Supply Response In A Multiproduct Framework Revisited: The Nexus Of Empirics And Economics," 2003 Annual meeting, July 27-30, Montreal, Canada 21981, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    5. Álvarez, Antonio & Orea, Luis, 2001. "Different Methods of Modeling Multi-Species Fisheries Using a Primal Approach," Efficiency Series Papers 2001/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    6. Aradhyula, Satheesh Venkata, 1989. "Policy structure, output supply and input demand for US crops," ISU General Staff Papers 198901010800009909, Iowa State University, Department of Economics.
    7. Low, J. & Hinchy, Mike, 1990. "Estimation of Supply Response in Australian Broadacre Agriculture: The Multi-Product Approach," 1990 Conference (34th), February 13-15, 1990, Brisbane, Australia 145201, Australian Agricultural and Resource Economics Society.
    8. Almuhanad Melhim & Erik J. O'Donoghue & C. Richard Shumway, 2009. "Do the Largest Firms Grow and Diversify the Fastest? The Case of U.S. Dairies," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 31(2), pages 284-302, June.
    9. Sean Pascoe & Phoebe Koundouri & Trond Bjørndal, 2007. "Estimating Targeting Ability in Multi-Species Fisheries: A Primal Multi-Output Distance Function Approach," Land Economics, University of Wisconsin Press, vol. 83(3), pages 382-397.
    10. Kelvin Balcombe & Hristos Doucouliagos & Iain Fraser, 2007. "Input usage, output mix and industry deregulation: an analysis of the Australian dairy manufacturing industry ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 137-156, June.
    11. CARPENTIER, Alain & GOHIN, Alexandre & SCKOKAI, Paolo & THOMAS, Alban, 2015. "Economic modelling of agricultural production: past advances and new challenges," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 96(01), March.
    12. Bashir, Kamaleldin Ali, 1990. "Technical change in Iowa agricultural production: a conditional demand approach," ISU General Staff Papers 1990010108000017619, Iowa State University, Department of Economics.
    13. Louhichi, Kamel & Jacquet, Florence & Butault, Jean Pierre, 2012. "Estimating input allocation from heterogeneous data sources: A comparison of alternative estimation approaches," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(2), pages 1-20.
    14. Lankoski, J. & Ollikainen, M., 2000. "Multifunctional Agriculture: Framework and Policy Design," University of Helsinki, Department of Economics 477, Department of Economics.
    15. Aguiar, Victor H. & Kashaev, Nail & Allen, Roy, 2023. "Prices, profits, proxies, and production," Journal of Econometrics, Elsevier, vol. 235(2), pages 666-693.
    16. Trond Bjorndal & Phoebe Koundouri & Sean Pascoe, 2004. "Output Substitution in Multi-Species Trawl Fisheries: Implications for Quota Setting," DEOS Working Papers 0408, Athens University of Economics and Business.
    17. Carter, Colin A. & Estrin, Andrew J., 2001. "Market Reforms Versus Structural Reforms in Rural China," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 527-541, September.
    18. Wall, Charles A. & Fisher, Brian S., 1988. "Supply Response and the Theory of Production and Profit Functions," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 56(03), pages 1-22, December.
    19. Shumway, C. Richard, 1995. "Recent Duality Contributions In Production Economics," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 20(01), pages 1-17, July.
    20. Kwon, Oh Sang & Yun, Won-Cheol, 2003. "Measuring economies of scope for cogeneration systems in Korea: a nonparametric approach," Energy Economics, Elsevier, vol. 25(4), pages 331-338, July.

    More about this item

    Keywords

    Production Economics;

    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:ags:aaea03:22245. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.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.