lynx   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/ags/aaea01/20690.html
   My bibliography  Save this paper

Enhancing The Performance Of Risk-Rating Models At Community Banks

Author

Listed:
  • Babetskaya, Lyubov
Abstract
The study identifies important criteria that should be used by lenders in risk-rating of their farm customers. Comparisons of model results are made to assess how robust model results are over time. Linear and logistic regression is used to determine that the debt-to-asset ratio is a major predictor of repayment ability and the asset turnover rate and family living expenses are strong predictors of farm performance.

Suggested Citation

  • Babetskaya, Lyubov, 2001. "Enhancing The Performance Of Risk-Rating Models At Community Banks," 2001 Annual meeting, August 5-8, Chicago, IL 20690, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  • Handle: RePEc:ags:aaea01:20690
    DOI: 10.22004/ag.econ.20690
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/20690/files/sp01ba08.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.20690?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. Fischer, Martin L. & Moore, Karen, 1986. "An Improved Credit Scoring Function for the St. Paul Bank for Cooperatives," Journal of Agricultural Cooperation, National Council of Farmer Cooperatives, vol. 1, pages 1-11.
    2. Langemeier, Michael & Schroeder, Ted & Mintert, James, 1992. "Determinants of Cattle Finishing Profitability," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 24(2), pages 41-47, December.
    3. Hardy, William E., Jr. & Weed, Johno B., 1980. "Objective Evaluation For Agricultural Lending," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 12(01), pages 1-6, July.
    4. Hardy, William E., Jr. & Spurlock, Stanley R. & Parrish, Donnie R. & Benoist, Lee A., 1987. "An Analysis Of Factors That Affect The Quality Of Federal Land Bank Loans," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 19(2), pages 1-8, December.
    5. Hardy, William E. & Weed, Johno B., 1980. "Objective Evaluation for Agricultural Lending," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 12(1), pages 159-164, July.
    6. LaDue, Eddy L. & Lee, Warren F. & Hanson, Steven D. & Hanson, Gregory D. & Kohl, David M., 1992. "Credit Evaluation Procedures at Agricultural Banks in the Northeast and Eastern Cornbelt," Research Bulletins 123076, Cornell University, Department of Applied Economics and Management.
    7. Johnson, James D. & El-Osta, Hisham S., 1998. "Determinants of Financial Performance of Commercial Dairy Farms," Technical Bulletins 33561, United States Department of Agriculture, Economic Research Service.
    8. Olson, Kent D. & Tvedt, Douglas D., 1987. "On Comparing Farm Management Associations And The Farm Population," Staff Papers 13456, University of Minnesota, Department of Applied Economics.
    9. Fischer, Martin L. & Moore, Karen, 1986. "An Improved Credit Scoring Function For The St. Paul Bank For Cooperatives," 1986 Regional Committee NC-161, October 7-8, 1986, St. Paul, Minnesota 127224, Regional Research Committee NC-1014: Agricultural and Rural Finance Markets in Transition.
    10. Pederson, Glenn D. & Rm, R. Chellappan, 1991. "Use Of Credit Evaluation Procedures At Agricultural Banks In Minnesota: 1991 Survey Results," Staff Papers 13819, University of Minnesota, Department of Applied Economics.
    11. Haden, Kimberly L. & Johnson, Larry A., 1989. "Factors Which Contribute To The Financial Performance Of Selected Tennessee Dairies," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 21(01), pages 1-8, July.
    12. Haden, Kimberly L. & Johnson, Larry A., 1989. "Factors Which Contribute to the Financial Performance of Selected Tennessee Dairies," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 21(1), pages 105-112, July.
    13. Hardy, William E. & Spurlock, Stanley R. & Parrish, Donnie R. & Benoist, Lee A., 1987. "An Analysis of Factors that Affect the Quality of Federal Land Bank Loans," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 19(2), pages 175-182, December.
    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. Novak, Michael P. & LaDue, Eddy L., 1999. "Application Of Recursive Partitioning To Agricultural Credit Scoring," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(01), pages 1-14, April.
    2. Novak, Michael P. & LaDue, Eddy L., 1997. "Introducing Recursive Partitioning To Agricultural Credit Scoring," Working Papers 127878, Cornell University, Department of Applied Economics and Management.
    3. Barry, Peter J. & Ellinger, Paul N., 1989. "Credit Scoring, Loan Pricing, And Farm Business Performance," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 14(01), pages 1-11, July.
    4. Foreman, Linda F. & Livezey, Janet S., 2003. "Factors Contributing To Financially Successful Southern Rice Farms," 2003 Annual Meeting, February 1-5, 2003, Mobile, Alabama 35215, Southern Agricultural Economics Association.
    5. Adhikari, Arun & Mishra, Ashok K. & Chintawar, Sachin, 2009. "Adoption of Technology and Its Impact on Profitability of Young and Beginning Farmers: A Quantile Regression Approach," 2009 Annual Meeting, January 31-February 3, 2009, Atlanta, Georgia 46830, Southern Agricultural Economics Association.
    6. McBride, William D. & Johnson, James D., 2004. "Approaches To Management And Farm Business Success," 2004 Annual meeting, August 1-4, Denver, CO 20131, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. El-Osta, Hirsham S. & Johnson, James, 1998. "Determinanats of Financial Performance of Commercial Dairy Farms," Technical Bulletins 184378, United States Department of Agriculture, Economic Research Service.
    8. Lai, John & Olynk Widmar, Nicole J. & Gunderson, Michael A. & Widmar, David A. & Ortega, David L., 2018. "Prioritization of farm success factors by commercial farm managers," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 21(6), July.
    9. McBride, William D. & El-Osta, Hisham S., 2002. "Impacts of the Adoption of Genetically Engineered Crops on Farm Financial Performance," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 34(1), pages 175-191, April.
    10. Hisham S. El-Osta, 2020. "Life-Cycle and Its Impact on the Disparity in Economic Well-Being among U.S. Sole Proprietor Households: Evidence from Two National Surveys," Applied Economics and Finance, Redfame publishing, vol. 7(1), pages 1-14, January.
    11. Kaylen, Michael S. & Devino, Gary T. & Procter, Michael H., 1988. "Optimal Use Of Qualitative Models: An Application To Country Grain Elevator Bankruptcies," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 20(2), pages 1-7, December.
    12. Paul N. Ellinger & Nate S. Splett & Peter J. Barry, 1992. "Consistency of credit evaluations at agricultural banks," Agribusiness, John Wiley & Sons, Ltd., vol. 8(6), pages 517-536.
    13. Shockley, Jordan M. & Osborne, William A. & Dillon, Carl R. & Pierce, Jerry S., 2016. "A Two-Tiered Benchmarking Analysis for Cost Management," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2016.
    14. Shockley, Jordan M. & Osborne, William A. & Dillon, Carl R. & Pierce, Jerry S., 2016. "A Two-Tiered Benchmarking Analysis for Cost Management," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2015, pages 1-14.
    15. Short, Sara D., 2000. "Structure, Management, and Performance Characteristics of Specialized Dairy Farm Businesses in the United States," Miscellaneous Publications 330086, United States Department of Agriculture, Economic Research Service.
    16. Otima, Ruth M. A., 1994. "Predicting loan repayment performance: a case of Kenyan farm borrowers," ISU General Staff Papers 1994010108000018175, Iowa State University, Department of Economics.
    17. Yeager, Elizabeth & Langemeier, Michael, 2009. "Measuring Sustained Competitive Advantage for a Sample of Kansas Farms," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2009, pages 1-12.
    18. Jeffrey Hyde & Lisa Holden & Richard Stup, 2008. "The Effect of Human Resource Management Practices on Farm Profitability: An Initial Assessment," Economics Bulletin, AccessEcon, vol. 17(12), pages 1-10.
    19. Gustafson, Cole R. & Crane, Laurence M. & Fischer, William R., 1995. "Agronomic, Economic, and Demographic Characteristics of Crop Farms in the Great Plains and Corn Belt," Agricultural Economics Reports 23221, North Dakota State University, Department of Agribusiness and Applied Economics.
    20. Winsten, Jonathan R. & Parsons, Robert L. & Hanson, Gregory D., 2000. "A Profitability Analysis Of Dairy Feeding Systems In The Northeast," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 29(2), pages 1-9, October.

    More about this item

    Keywords

    Financial 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:aaea01:20690. 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.
    Лучший частный хостинг